diff --git a/.gitattributes b/.gitattributes
index 0eb8c2e05739c1d905f2c2a19356d46372635988..e436d7c5d104668b7969e23dc6688b3dafbe9c99 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -44,3 +44,4 @@ documents/climate_gpt_v2_only_giec.faiss filter=lfs diff=lfs merge=lfs -text
documents/climate_gpt_v2.faiss filter=lfs diff=lfs merge=lfs -text
climateqa_v3.db filter=lfs diff=lfs merge=lfs -text
climateqa_v3.faiss filter=lfs diff=lfs merge=lfs -text
+data/drias/drias.db filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
index 810e6d2a5f4099116c3b903da22346a544afee54..8288a2228a648af2e94d03ef1375299785bfe0c8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,16 @@ __pycache__/utils.cpython-38.pyc
notebooks/
*.pyc
+
+**/.ipynb_checkpoints/
+**/.flashrank_cache/
+
+data/
+sandbox/
+
+climateqa/talk_to_data/database/
+*.db
+
+data_ingestion/
+.vscode
+*old/
diff --git a/README.md b/README.md
index b1f4ec3bf80bc3b00e8a839e1d0052789970b96a..4bc553e88e65fd5201809ec9ebd12312f96a9816 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ emoji: ๐
colorFrom: blue
colorTo: red
sdk: gradio
-sdk_version: 4.19.1
+sdk_version: 5.0.2
app_file: app.py
fullWidth: true
pinned: false
diff --git a/app.py b/app.py
index ab849993528f591307fdd3a6b5be50730fc147f4..3f227ea2dcf837b2dd5d80078fa8bed67d95aa7a 100644
--- a/app.py
+++ b/app.py
@@ -1,44 +1,32 @@
-from climateqa.engine.embeddings import get_embeddings_function
-embeddings_function = get_embeddings_function()
-
-from climateqa.papers.openalex import OpenAlex
-from sentence_transformers import CrossEncoder
-
-reranker = CrossEncoder("mixedbread-ai/mxbai-rerank-xsmall-v1")
-oa = OpenAlex()
-
-import gradio as gr
-import pandas as pd
-import numpy as np
+# Import necessary libraries
import os
-import time
-import re
-import json
+import gradio as gr
-# from gradio_modal import Modal
+from azure.storage.fileshare import ShareServiceClient
-from io import BytesIO
-import base64
+# Import custom modules
+from climateqa.engine.embeddings import get_embeddings_function
+from climateqa.engine.llm import get_llm
+from climateqa.engine.vectorstore import get_pinecone_vectorstore
+from climateqa.engine.reranker import get_reranker
+from climateqa.engine.graph import make_graph_agent,make_graph_agent_poc
+from climateqa.engine.chains.retrieve_papers import find_papers
+from climateqa.chat import start_chat, chat_stream, finish_chat
+from climateqa.engine.talk_to_data.main import ask_vanna
+
+from front.tabs import (create_config_modal, create_examples_tab, create_papers_tab, create_figures_tab, create_chat_interface, create_about_tab)
+from front.utils import process_figures
+from gradio_modal import Modal
-from datetime import datetime
-from azure.storage.fileshare import ShareServiceClient
from utils import create_user_id
+import logging
+logging.basicConfig(level=logging.WARNING)
+os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' # Suppresses INFO and WARNING logs
+logging.getLogger().setLevel(logging.WARNING)
-# ClimateQ&A imports
-from climateqa.engine.llm import get_llm
-from climateqa.engine.rag import make_rag_chain
-from climateqa.engine.vectorstore import get_pinecone_vectorstore
-from climateqa.engine.retriever import ClimateQARetriever
-from climateqa.engine.embeddings import get_embeddings_function
-from climateqa.engine.prompts import audience_prompts
-from climateqa.sample_questions import QUESTIONS
-from climateqa.constants import POSSIBLE_REPORTS
-from climateqa.utils import get_image_from_azure_blob_storage
-from climateqa.engine.keywords import make_keywords_chain
-from climateqa.engine.rag import make_rag_papers_chain
# Load environment variables in local mode
try:
@@ -47,6 +35,7 @@ try:
except Exception as e:
pass
+
# Set up Gradio Theme
theme = gr.themes.Base(
primary_hue="blue",
@@ -54,15 +43,7 @@ theme = gr.themes.Base(
font=[gr.themes.GoogleFont("Poppins"), "ui-sans-serif", "system-ui", "sans-serif"],
)
-
-
-init_prompt = ""
-
-system_template = {
- "role": "system",
- "content": init_prompt,
-}
-
+# Azure Blob Storage credentials
account_key = os.environ["BLOB_ACCOUNT_KEY"]
if len(account_key) == 86:
account_key += "=="
@@ -81,597 +62,273 @@ user_id = create_user_id()
-def parse_output_llm_with_sources(output):
- # Split the content into a list of text and "[Doc X]" references
- content_parts = re.split(r'\[(Doc\s?\d+(?:,\s?Doc\s?\d+)*)\]', output)
- parts = []
- for part in content_parts:
- if part.startswith("Doc"):
- subparts = part.split(",")
- subparts = [subpart.lower().replace("doc","").strip() for subpart in subparts]
- subparts = [f"""<a href="#doc{subpart}" class="a-doc-ref" target="_self"><span class='doc-ref'><sup>{subpart}</sup></span></a>""" for subpart in subparts]
- parts.append("".join(subparts))
- else:
- parts.append(part)
- content_parts = "".join(parts)
- return content_parts
-
-
# Create vectorstore and retriever
-vectorstore = get_pinecone_vectorstore(embeddings_function)
-llm = get_llm(provider="openai",max_tokens = 1024,temperature = 0.0)
-
-
-def make_pairs(lst):
- """from a list of even lenght, make tupple pairs"""
- return [(lst[i], lst[i + 1]) for i in range(0, len(lst), 2)]
-
-
-def serialize_docs(docs):
- new_docs = []
- for doc in docs:
- new_doc = {}
- new_doc["page_content"] = doc.page_content
- new_doc["metadata"] = doc.metadata
- new_docs.append(new_doc)
- return new_docs
-
-
-
-async def chat(query,history,audience,sources,reports):
- """taking a query and a message history, use a pipeline (reformulation, retriever, answering) to yield a tuple of:
- (messages in gradio format, messages in langchain format, source documents)"""
-
- print(f">> NEW QUESTION : {query}")
+embeddings_function = get_embeddings_function()
+vectorstore = get_pinecone_vectorstore(embeddings_function, index_name=os.getenv("PINECONE_API_INDEX"))
+vectorstore_graphs = get_pinecone_vectorstore(embeddings_function, index_name=os.getenv("PINECONE_API_INDEX_OWID"), text_key="description")
+vectorstore_region = get_pinecone_vectorstore(embeddings_function, index_name=os.getenv("PINECONE_API_INDEX_LOCAL_V2"))
- if audience == "Children":
- audience_prompt = audience_prompts["children"]
- elif audience == "General public":
- audience_prompt = audience_prompts["general"]
- elif audience == "Experts":
- audience_prompt = audience_prompts["experts"]
- else:
- audience_prompt = audience_prompts["experts"]
+llm = get_llm(provider="openai",max_tokens = 1024,temperature = 0.0)
+if os.environ["GRADIO_ENV"] == "local":
+ reranker = get_reranker("nano")
+else :
+ reranker = get_reranker("large")
- # Prepare default values
- if len(sources) == 0:
- sources = ["IPCC"]
+agent = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore, vectorstore_graphs=vectorstore_graphs, vectorstore_region = vectorstore_region, reranker=reranker, threshold_docs=0.2)
+agent_poc = make_graph_agent_poc(llm=llm, vectorstore_ipcc=vectorstore, vectorstore_graphs=vectorstore_graphs, vectorstore_region = vectorstore_region, reranker=reranker, threshold_docs=0, version="v4")#TODO put back default 0.2
- if len(reports) == 0:
- reports = []
- retriever = ClimateQARetriever(vectorstore=vectorstore,sources = sources,min_size = 200,reports = reports,k_summary = 3,k_total = 15,threshold=0.5)
- rag_chain = make_rag_chain(retriever,llm)
-
- inputs = {"query": query,"audience": audience_prompt}
- result = rag_chain.astream_log(inputs) #{"callbacks":[MyCustomAsyncHandler()]})
- # result = rag_chain.stream(inputs)
-
- path_reformulation = "/logs/reformulation/final_output"
- path_keywords = "/logs/keywords/final_output"
- path_retriever = "/logs/find_documents/final_output"
- path_answer = "/logs/answer/streamed_output_str/-"
-
- docs_html = ""
- output_query = ""
- output_language = ""
- output_keywords = ""
- gallery = []
-
- try:
- async for op in result:
-
- op = op.ops[0]
-
- if op['path'] == path_reformulation: # reforulated question
- try:
- output_language = op['value']["language"] # str
- output_query = op["value"]["question"]
- except Exception as e:
- raise gr.Error(f"ClimateQ&A Error: {e} - The error has been noted, try another question and if the error remains, you can contact us :)")
-
- if op["path"] == path_keywords:
- try:
- output_keywords = op['value']["keywords"] # str
- output_keywords = " AND ".join(output_keywords)
- except Exception as e:
- pass
-
-
- elif op['path'] == path_retriever: # documents
- try:
- docs = op['value']['docs'] # List[Document]
- docs_html = []
- for i, d in enumerate(docs, 1):
- docs_html.append(make_html_source(d, i))
- docs_html = "".join(docs_html)
- except TypeError:
- print("No documents found")
- print("op: ",op)
- continue
-
- elif op['path'] == path_answer: # final answer
- new_token = op['value'] # str
- # time.sleep(0.01)
- previous_answer = history[-1][1]
- previous_answer = previous_answer if previous_answer is not None else ""
- answer_yet = previous_answer + new_token
- answer_yet = parse_output_llm_with_sources(answer_yet)
- history[-1] = (query,answer_yet)
-
-
-
- else:
- continue
-
- history = [tuple(x) for x in history]
- yield history,docs_html,output_query,output_language,gallery,output_query,output_keywords
-
- except Exception as e:
- raise gr.Error(f"{e}")
-
-
- try:
- # Log answer on Azure Blob Storage
- if os.getenv("GRADIO_ENV") != "local":
- timestamp = str(datetime.now().timestamp())
- file = timestamp + ".json"
- prompt = history[-1][0]
- logs = {
- "user_id": str(user_id),
- "prompt": prompt,
- "query": prompt,
- "question":output_query,
- "sources":sources,
- "docs":serialize_docs(docs),
- "answer": history[-1][1],
- "time": timestamp,
- }
- log_on_azure(file, logs, share_client)
- except Exception as e:
- print(f"Error logging on Azure Blob Storage: {e}")
- raise gr.Error(f"ClimateQ&A Error: {str(e)[:100]} - The error has been noted, try another question and if the error remains, you can contact us :)")
-
- image_dict = {}
- for i,doc in enumerate(docs):
+async def chat(query, history, audience, sources, reports, relevant_content_sources_selection, search_only):
+ print("chat cqa - message received")
+ async for event in chat_stream(agent, query, history, audience, sources, reports, relevant_content_sources_selection, search_only, share_client, user_id):
+ yield event
- if doc.metadata["chunk_type"] == "image":
- try:
- key = f"Image {i+1}"
- image_path = doc.metadata["image_path"].split("documents/")[1]
- img = get_image_from_azure_blob_storage(image_path)
-
- # Convert the image to a byte buffer
- buffered = BytesIO()
- img.save(buffered, format="PNG")
- img_str = base64.b64encode(buffered.getvalue()).decode()
-
- # Embedding the base64 string in Markdown
- markdown_image = f""
- image_dict[key] = {"img":img,"md":markdown_image,"caption":doc.page_content,"key":key,"figure_code":doc.metadata["figure_code"]}
- except Exception as e:
- print(f"Skipped adding image {i} because of {e}")
-
- if len(image_dict) > 0:
-
- gallery = [x["img"] for x in list(image_dict.values())]
- img = list(image_dict.values())[0]
- img_md = img["md"]
- img_caption = img["caption"]
- img_code = img["figure_code"]
- if img_code != "N/A":
- img_name = f"{img['key']} - {img['figure_code']}"
- else:
- img_name = f"{img['key']}"
-
- answer_yet = history[-1][1] + f"\n\n{img_md}\n<p class='chatbot-caption'><b>{img_name}</b> - {img_caption}</p>"
- history[-1] = (history[-1][0],answer_yet)
- history = [tuple(x) for x in history]
-
- # gallery = [x.metadata["image_path"] for x in docs if (len(x.metadata["image_path"]) > 0 and "IAS" in x.metadata["image_path"])]
- # if len(gallery) > 0:
- # gallery = list(set("|".join(gallery).split("|")))
- # gallery = [get_image_from_azure_blob_storage(x) for x in gallery]
-
- yield history,docs_html,output_query,output_language,gallery,output_query,output_keywords
-
-
-def make_html_source(source,i):
- meta = source.metadata
- # content = source.page_content.split(":",1)[1].strip()
- content = source.page_content.strip()
-
- toc_levels = []
- for j in range(2):
- level = meta[f"toc_level{j}"]
- if level != "N/A":
- toc_levels.append(level)
- else:
- break
- toc_levels = " > ".join(toc_levels)
-
- if len(toc_levels) > 0:
- name = f"<b>{toc_levels}</b><br/>{meta['name']}"
- else:
- name = meta['name']
-
- if meta["chunk_type"] == "text":
-
- card = f"""
- <div class="card" id="doc{i}">
- <div class="card-content">
- <h2>Doc {i} - {meta['short_name']} - Page {int(meta['page_number'])}</h2>
- <p>{content}</p>
- </div>
- <div class="card-footer">
- <span>{name}</span>
- <a href="{meta['url']}#page={int(meta['page_number'])}" target="_blank" class="pdf-link">
- <span role="img" aria-label="Open PDF">๐</span>
- </a>
- </div>
- </div>
- """
-
- else:
-
- if meta["figure_code"] != "N/A":
- title = f"{meta['figure_code']} - {meta['short_name']}"
- else:
- title = f"{meta['short_name']}"
-
- card = f"""
- <div class="card card-image">
- <div class="card-content">
- <h2>Image {i} - {title} - Page {int(meta['page_number'])}</h2>
- <p>{content}</p>
- <p class='ai-generated'>AI-generated description</p>
- </div>
- <div class="card-footer">
- <span>{name}</span>
- <a href="{meta['url']}#page={int(meta['page_number'])}" target="_blank" class="pdf-link">
- <span role="img" aria-label="Open PDF">๐</span>
- </a>
- </div>
- </div>
- """
-
- return card
-
-
-
-# else:
-# docs_string = "No relevant passages found in the climate science reports (IPCC and IPBES)"
-# complete_response = "**No relevant passages found in the climate science reports (IPCC and IPBES), you may want to ask a more specific question (specifying your question on climate issues).**"
-# messages.append({"role": "assistant", "content": complete_response})
-# gradio_format = make_pairs([a["content"] for a in messages[1:]])
-# yield gradio_format, messages, docs_string
-
-
-def save_feedback(feed: str, user_id):
- if len(feed) > 1:
- timestamp = str(datetime.now().timestamp())
- file = user_id + timestamp + ".json"
- logs = {
- "user_id": user_id,
- "feedback": feed,
- "time": timestamp,
- }
- log_on_azure(file, logs, share_client)
- return "Feedback submitted, thank you!"
-
-
-
-
-def log_on_azure(file, logs, share_client):
- logs = json.dumps(logs)
- file_client = share_client.get_file_client(file)
- file_client.upload_file(logs)
-
-
-def generate_keywords(query):
- chain = make_keywords_chain(llm)
- keywords = chain.invoke(query)
- keywords = " AND ".join(keywords["keywords"])
- return keywords
-
-
-
-papers_cols_widths = {
- "doc":50,
- "id":100,
- "title":300,
- "doi":100,
- "publication_year":100,
- "abstract":500,
- "rerank_score":100,
- "is_oa":50,
-}
-
-papers_cols = list(papers_cols_widths.keys())
-papers_cols_widths = list(papers_cols_widths.values())
-
-async def find_papers(query, keywords,after):
-
- summary = ""
-
- df_works = oa.search(keywords,after = after)
- df_works = df_works.dropna(subset=["abstract"])
- df_works = oa.rerank(query,df_works,reranker)
- df_works = df_works.sort_values("rerank_score",ascending=False)
- G = oa.make_network(df_works)
-
- height = "750px"
- network = oa.show_network(G,color_by = "rerank_score",notebook=False,height = height)
- network_html = network.generate_html()
-
- network_html = network_html.replace("'", "\"")
- css_to_inject = "<style>#mynetwork { border: none !important; } .card { border: none !important; }</style>"
- network_html = network_html + css_to_inject
-
-
- network_html = f"""<iframe style="width: 100%; height: {height};margin:0 auto" name="result" allow="midi; geolocation; microphone; camera;
- display-capture; encrypted-media;" sandbox="allow-modals allow-forms
- allow-scripts allow-same-origin allow-popups
- allow-top-navigation-by-user-activation allow-downloads" allowfullscreen=""
- allowpaymentrequest="" frameborder="0" srcdoc='{network_html}'></iframe>"""
-
-
- docs = df_works["content"].head(15).tolist()
-
- df_works = df_works.reset_index(drop = True).reset_index().rename(columns = {"index":"doc"})
- df_works["doc"] = df_works["doc"] + 1
- df_works = df_works[papers_cols]
-
- yield df_works,network_html,summary
-
- chain = make_rag_papers_chain(llm)
- result = chain.astream_log({"question": query,"docs": docs,"language":"English"})
- path_answer = "/logs/StrOutputParser/streamed_output/-"
-
- async for op in result:
-
- op = op.ops[0]
-
- if op['path'] == path_answer: # reforulated question
- new_token = op['value'] # str
- summary += new_token
- else:
- continue
- yield df_works,network_html,summary
-
+async def chat_poc(query, history, audience, sources, reports, relevant_content_sources_selection, search_only):
+ print("chat poc - message received")
+ async for event in chat_stream(agent_poc, query, history, audience, sources, reports, relevant_content_sources_selection, search_only, share_client, user_id):
+ yield event
# --------------------------------------------------------------------
# Gradio
# --------------------------------------------------------------------
+# Function to update modal visibility
+def update_config_modal_visibility(config_open):
+ print(config_open)
+ new_config_visibility_status = not config_open
+ return Modal(visible=new_config_visibility_status), new_config_visibility_status
+
-init_prompt = """
-Hello, I am ClimateQ&A, a conversational assistant designed to help you understand climate change and biodiversity loss. I will answer your questions by **sifting through the IPCC and IPBES scientific reports**.
-
-โ How to use
-- **Language**: You can ask me your questions in any language.
-- **Audience**: You can specify your audience (children, general public, experts) to get a more adapted answer.
-- **Sources**: You can choose to search in the IPCC or IPBES reports, or both.
-
-โ ๏ธ Limitations
-*Please note that the AI is not perfect and may sometimes give irrelevant answers. If you are not satisfied with the answer, please ask a more specific question or report your feedback to help us improve the system.*
-
-What do you want to learn ?
-"""
-
-
-def vote(data: gr.LikeData):
- if data.liked:
- print(data.value)
- else:
- print(data)
-
-
-
-with gr.Blocks(title="Climate Q&A", css="style.css", theme=theme,elem_id = "main-component") as demo:
- # user_id_state = gr.State([user_id])
-
- with gr.Tab("ClimateQ&A"):
-
+def update_sources_number_display(sources_textbox, figures_cards, current_graphs, papers_html):
+ sources_number = sources_textbox.count("<h2>")
+ figures_number = figures_cards.count("<h2>")
+ graphs_number = current_graphs.count("<iframe")
+ papers_number = papers_html.count("<h2>")
+ sources_notif_label = f"Sources ({sources_number})"
+ figures_notif_label = f"Figures ({figures_number})"
+ graphs_notif_label = f"Graphs ({graphs_number})"
+ papers_notif_label = f"Papers ({papers_number})"
+ recommended_content_notif_label = f"Recommended content ({figures_number + graphs_number + papers_number})"
+
+ return gr.update(label=recommended_content_notif_label), gr.update(label=sources_notif_label), gr.update(label=figures_notif_label), gr.update(label=graphs_notif_label), gr.update(label=papers_notif_label)
+
+
+# # UI Layout Components
+def cqa_tab(tab_name):
+ # State variables
+ current_graphs = gr.State([])
+ with gr.Tab(tab_name):
with gr.Row(elem_id="chatbot-row"):
+ # Left column - Chat interface
with gr.Column(scale=2):
- # state = gr.State([system_template])
- chatbot = gr.Chatbot(
- value=[(None,init_prompt)],
- show_copy_button=True,show_label = False,elem_id="chatbot",layout = "panel",
- avatar_images = (None,"https://i.ibb.co/YNyd5W2/logo4.png"),
- )#,avatar_images = ("assets/logo4.png",None))
-
- # bot.like(vote,None,None)
-
-
-
- with gr.Row(elem_id = "input-message"):
- textbox=gr.Textbox(placeholder="Ask me anything here!",show_label=False,scale=7,lines = 1,interactive = True,elem_id="input-textbox")
- # submit = gr.Button("",elem_id = "submit-button",scale = 1,interactive = True,icon = "https://static-00.iconduck.com/assets.00/settings-icon-2048x2046-cw28eevx.png")
-
+ chatbot, textbox, config_button = create_chat_interface(tab_name)
- with gr.Column(scale=1, variant="panel",elem_id = "right-panel"):
+ # Right column - Content panels
+ with gr.Column(scale=2, variant="panel", elem_id="right-panel"):
+ with gr.Tabs(elem_id="right_panel_tab") as tabs:
+ # Examples tab
+ with gr.TabItem("Examples", elem_id="tab-examples", id=0):
+ examples_hidden = create_examples_tab(tab_name)
-
- with gr.Tabs() as tabs:
- with gr.TabItem("Examples",elem_id = "tab-examples",id = 0):
-
- examples_hidden = gr.Textbox(visible = False)
- first_key = list(QUESTIONS.keys())[0]
- dropdown_samples = gr.Dropdown(QUESTIONS.keys(),value = first_key,interactive = True,show_label = True,label = "Select a category of sample questions",elem_id = "dropdown-samples")
-
- samples = []
- for i,key in enumerate(QUESTIONS.keys()):
-
- examples_visible = True if i == 0 else False
-
- with gr.Row(visible = examples_visible) as group_examples:
-
- examples_questions = gr.Examples(
- QUESTIONS[key],
- [examples_hidden],
- examples_per_page=8,
- run_on_click=False,
- elem_id=f"examples{i}",
- api_name=f"examples{i}",
- # label = "Click on the example question or enter your own",
- # cache_examples=True,
- )
-
- samples.append(group_examples)
-
-
- with gr.Tab("Sources",elem_id = "tab-citations",id = 1):
+ # Sources tab
+ with gr.Tab("Sources", elem_id="tab-sources", id=1) as tab_sources:
sources_textbox = gr.HTML(show_label=False, elem_id="sources-textbox")
- docs_textbox = gr.State("")
-
- # with Modal(visible = False) as config_modal:
- with gr.Tab("Configuration",elem_id = "tab-config",id = 2):
-
- gr.Markdown("Reminder: You can talk in any language, ClimateQ&A is multi-lingual!")
-
-
- dropdown_sources = gr.CheckboxGroup(
- ["IPCC", "IPBES","IPOS"],
- label="Select source",
- value=["IPCC"],
- interactive=True,
- )
-
- dropdown_reports = gr.Dropdown(
- POSSIBLE_REPORTS,
- label="Or select specific reports",
- multiselect=True,
- value=None,
- interactive=True,
- )
-
- dropdown_audience = gr.Dropdown(
- ["Children","General public","Experts"],
- label="Select audience",
- value="Experts",
- interactive=True,
- )
-
- output_query = gr.Textbox(label="Query used for retrieval",show_label = True,elem_id = "reformulated-query",lines = 2,interactive = False)
- output_language = gr.Textbox(label="Language",show_label = True,elem_id = "language",lines = 1,interactive = False)
-
-
+ # Recommended content tab
+ with gr.Tab("Recommended content", elem_id="tab-recommended_content", id=2) as tab_recommended_content:
+ with gr.Tabs(elem_id="group-subtabs") as tabs_recommended_content:
+ # Figures subtab
+ with gr.Tab("Figures", elem_id="tab-figures", id=3) as tab_figures:
+ sources_raw, new_figures, used_figures, gallery_component, figures_cards, figure_modal = create_figures_tab()
+ # Papers subtab
+ with gr.Tab("Papers", elem_id="tab-citations", id=4) as tab_papers:
+ papers_direct_search, papers_summary, papers_html, citations_network, papers_modal = create_papers_tab()
-#---------------------------------------------------------------------------------------
-# OTHER TABS
-#---------------------------------------------------------------------------------------
-
-
- with gr.Tab("Figures",elem_id = "tab-images",elem_classes = "max-height other-tabs"):
- gallery_component = gr.Gallery()
-
- with gr.Tab("Papers (beta)",elem_id = "tab-papers",elem_classes = "max-height other-tabs"):
-
- with gr.Row():
- with gr.Column(scale=1):
- query_papers = gr.Textbox(placeholder="Question",show_label=False,lines = 1,interactive = True,elem_id="query-papers")
- keywords_papers = gr.Textbox(placeholder="Keywords",show_label=False,lines = 1,interactive = True,elem_id="keywords-papers")
- after = gr.Slider(minimum=1950,maximum=2023,step=1,value=1960,label="Publication date",show_label=True,interactive=True,elem_id="date-papers")
- search_papers = gr.Button("Search",elem_id="search-papers",interactive=True)
-
- with gr.Column(scale=7):
-
- with gr.Tab("Summary",elem_id="papers-summary-tab"):
- papers_summary = gr.Markdown(visible=True,elem_id="papers-summary")
-
- with gr.Tab("Relevant papers",elem_id="papers-results-tab"):
- papers_dataframe = gr.Dataframe(visible=True,elem_id="papers-table",headers = papers_cols)
-
- with gr.Tab("Citations network",elem_id="papers-network-tab"):
- citations_network = gr.HTML(visible=True,elem_id="papers-citations-network")
-
-
-
- with gr.Tab("About",elem_classes = "max-height other-tabs"):
- with gr.Row():
- with gr.Column(scale=1):
- gr.Markdown("See more info at [https://climateqa.com](https://climateqa.com/docs/intro/)")
-
-
- def start_chat(query,history):
- history = history + [(query,None)]
- history = [tuple(x) for x in history]
- return (gr.update(interactive = False),gr.update(selected=1),history)
+ # Graphs subtab
+ with gr.Tab("Graphs", elem_id="tab-graphs", id=5) as tab_graphs:
+ graphs_container = gr.HTML(
+ "<h2>There are no graphs to be displayed at the moment. Try asking another question.</h2>",
+ elem_id="graphs-container"
+ )
+ with gr.Tab("DRIAS", elem_id="tab-vanna", id=6) as tab_vanna:
+ vanna_direct_question = gr.Textbox(label="Direct Question", placeholder="You can write direct question here",elem_id="direct-question", interactive=True)
+ with gr.Accordion("Details",elem_id = 'vanna-details', open=False) as vanna_details :
+ vanna_sql_query = gr.Textbox(label="SQL Query Used", elem_id="sql-query", interactive=False)
+ show_vanna_table = gr.Button("Show Table", elem_id="show-table")
+ with Modal(visible=False) as vanna_table_modal:
+ vanna_table = gr.DataFrame([], elem_id="vanna-table")
+ close_vanna_modal = gr.Button("Close", elem_id="close-vanna-modal")
+ close_vanna_modal.click(lambda: Modal(visible=False),None, [vanna_table_modal])
+ show_vanna_table.click(lambda: Modal(visible=True),None ,[vanna_table_modal])
+
+ vanna_display = gr.Plot()
+ vanna_direct_question.submit(ask_vanna, [vanna_direct_question], [vanna_sql_query ,vanna_table, vanna_display])
+
+ return {
+ "chatbot": chatbot,
+ "textbox": textbox,
+ "tabs": tabs,
+ "sources_raw": sources_raw,
+ "new_figures": new_figures,
+ "current_graphs": current_graphs,
+ "examples_hidden": examples_hidden,
+ "sources_textbox": sources_textbox,
+ "figures_cards": figures_cards,
+ "gallery_component": gallery_component,
+ "config_button": config_button,
+ "papers_direct_search" : papers_direct_search,
+ "papers_html": papers_html,
+ "citations_network": citations_network,
+ "papers_summary": papers_summary,
+ "tab_recommended_content": tab_recommended_content,
+ "tab_sources": tab_sources,
+ "tab_figures": tab_figures,
+ "tab_graphs": tab_graphs,
+ "tab_papers": tab_papers,
+ "graph_container": graphs_container,
+ "vanna_sql_query": vanna_sql_query,
+ "vanna_table" : vanna_table,
+ "vanna_display": vanna_display
+ }
+
+def config_event_handling(main_tabs_components : list[dict], config_componenets : dict):
+ config_open = config_componenets["config_open"]
+ config_modal = config_componenets["config_modal"]
+ close_config_modal = config_componenets["close_config_modal_button"]
- def finish_chat():
- return (gr.update(interactive = True,value = ""))
-
- (textbox
- .submit(start_chat, [textbox,chatbot], [textbox,tabs,chatbot],queue = False,api_name = "start_chat_textbox")
- .then(chat, [textbox,chatbot,dropdown_audience, dropdown_sources,dropdown_reports], [chatbot,sources_textbox,output_query,output_language,gallery_component,query_papers,keywords_papers],concurrency_limit = 8,api_name = "chat_textbox")
- .then(finish_chat, None, [textbox],api_name = "finish_chat_textbox")
- )
-
- (examples_hidden
- .change(start_chat, [examples_hidden,chatbot], [textbox,tabs,chatbot],queue = False,api_name = "start_chat_examples")
- .then(chat, [examples_hidden,chatbot,dropdown_audience, dropdown_sources,dropdown_reports], [chatbot,sources_textbox,output_query,output_language,gallery_component,query_papers,keywords_papers],concurrency_limit = 8,api_name = "chat_examples")
- .then(finish_chat, None, [textbox],api_name = "finish_chat_examples")
- )
-
-
- def change_sample_questions(key):
- index = list(QUESTIONS.keys()).index(key)
- visible_bools = [False] * len(samples)
- visible_bools[index] = True
- return [gr.update(visible=visible_bools[i]) for i in range(len(samples))]
-
-
-
- dropdown_samples.change(change_sample_questions,dropdown_samples,samples)
-
- query_papers.submit(generate_keywords,[query_papers], [keywords_papers])
- search_papers.click(find_papers,[query_papers,keywords_papers,after], [papers_dataframe,citations_network,papers_summary])
-
- # # textbox.submit(predict_climateqa,[textbox,bot],[None,bot,sources_textbox])
- # (textbox
- # .submit(answer_user, [textbox,examples_hidden, bot], [textbox, bot],queue = False)
- # .success(change_tab,None,tabs)
- # .success(fetch_sources,[textbox,dropdown_sources], [textbox,sources_textbox,docs_textbox,output_query,output_language])
- # .success(answer_bot, [textbox,bot,docs_textbox,output_query,output_language,dropdown_audience], [textbox,bot],queue = True)
- # .success(lambda x : textbox,[textbox],[textbox])
- # )
-
- # (examples_hidden
- # .change(answer_user_example, [textbox,examples_hidden, bot], [textbox, bot],queue = False)
- # .success(change_tab,None,tabs)
- # .success(fetch_sources,[textbox,dropdown_sources], [textbox,sources_textbox,docs_textbox,output_query,output_language])
- # .success(answer_bot, [textbox,bot,docs_textbox,output_query,output_language,dropdown_audience], [textbox,bot],queue=True)
- # .success(lambda x : textbox,[textbox],[textbox])
- # )
- # submit_button.click(answer_user, [textbox, bot], [textbox, bot], queue=True).then(
- # answer_bot, [textbox,bot,dropdown_audience,dropdown_sources], [textbox,bot,sources_textbox]
- # )
-
-
- # with Modal(visible=True) as first_modal:
- # gr.Markdown("# Welcome to ClimateQ&A !")
-
- # gr.Markdown("### Examples")
-
- # examples = gr.Examples(
- # ["Yo รงa roule","รงa boume"],
- # [examples_hidden],
- # examples_per_page=8,
- # run_on_click=False,
- # elem_id="examples",
- # api_name="examples",
+ for button in [close_config_modal] + [main_tab_component["config_button"] for main_tab_component in main_tabs_components]:
+ button.click(
+ fn=update_config_modal_visibility,
+ inputs=[config_open],
+ outputs=[config_modal, config_open]
+ )
+
+def event_handling(
+ main_tab_components,
+ config_components,
+ tab_name="ClimateQ&A"
+):
+ chatbot = main_tab_components["chatbot"]
+ textbox = main_tab_components["textbox"]
+ tabs = main_tab_components["tabs"]
+ sources_raw = main_tab_components["sources_raw"]
+ new_figures = main_tab_components["new_figures"]
+ current_graphs = main_tab_components["current_graphs"]
+ examples_hidden = main_tab_components["examples_hidden"]
+ sources_textbox = main_tab_components["sources_textbox"]
+ figures_cards = main_tab_components["figures_cards"]
+ gallery_component = main_tab_components["gallery_component"]
+ # config_button = main_tab_components["config_button"]
+ papers_direct_search = main_tab_components["papers_direct_search"]
+ papers_html = main_tab_components["papers_html"]
+ citations_network = main_tab_components["citations_network"]
+ papers_summary = main_tab_components["papers_summary"]
+ tab_recommended_content = main_tab_components["tab_recommended_content"]
+ tab_sources = main_tab_components["tab_sources"]
+ tab_figures = main_tab_components["tab_figures"]
+ tab_graphs = main_tab_components["tab_graphs"]
+ tab_papers = main_tab_components["tab_papers"]
+ graphs_container = main_tab_components["graph_container"]
+ vanna_sql_query = main_tab_components["vanna_sql_query"]
+ vanna_table = main_tab_components["vanna_table"]
+ vanna_display = main_tab_components["vanna_display"]
+
+
+ # config_open = config_components["config_open"]
+ # config_modal = config_components["config_modal"]
+ dropdown_sources = config_components["dropdown_sources"]
+ dropdown_reports = config_components["dropdown_reports"]
+ dropdown_external_sources = config_components["dropdown_external_sources"]
+ search_only = config_components["search_only"]
+ dropdown_audience = config_components["dropdown_audience"]
+ after = config_components["after"]
+ output_query = config_components["output_query"]
+ output_language = config_components["output_language"]
+ # close_config_modal = config_components["close_config_modal_button"]
+
+ new_sources_hmtl = gr.State([])
+ ttd_data = gr.State([])
+
+
+ # for button in [config_button, close_config_modal]:
+ # button.click(
+ # fn=update_config_modal_visibility,
+ # inputs=[config_open],
+ # outputs=[config_modal, config_open]
# )
+
+ if tab_name == "ClimateQ&A":
+ print("chat cqa - message sent")
+
+ # Event for textbox
+ (textbox
+ .submit(start_chat, [textbox, chatbot, search_only], [textbox, tabs, chatbot, sources_raw], queue=False, api_name=f"start_chat_{textbox.elem_id}")
+ .then(chat, [textbox, chatbot, dropdown_audience, dropdown_sources, dropdown_reports, dropdown_external_sources, search_only], [chatbot, new_sources_hmtl, output_query, output_language, new_figures, current_graphs], concurrency_limit=8, api_name=f"chat_{textbox.elem_id}")
+ .then(finish_chat, None, [textbox], api_name=f"finish_chat_{textbox.elem_id}")
+ )
+ # Event for examples_hidden
+ (examples_hidden
+ .change(start_chat, [examples_hidden, chatbot, search_only], [examples_hidden, tabs, chatbot, sources_raw], queue=False, api_name=f"start_chat_{examples_hidden.elem_id}")
+ .then(chat, [examples_hidden, chatbot, dropdown_audience, dropdown_sources, dropdown_reports, dropdown_external_sources, search_only], [chatbot, new_sources_hmtl, output_query, output_language, new_figures, current_graphs], concurrency_limit=8, api_name=f"chat_{examples_hidden.elem_id}")
+ .then(finish_chat, None, [textbox], api_name=f"finish_chat_{examples_hidden.elem_id}")
+ )
+
+ elif tab_name == "Beta - POC Adapt'Action":
+ print("chat poc - message sent")
+ # Event for textbox
+ (textbox
+ .submit(start_chat, [textbox, chatbot, search_only], [textbox, tabs, chatbot, sources_raw], queue=False, api_name=f"start_chat_{textbox.elem_id}")
+ .then(chat_poc, [textbox, chatbot, dropdown_audience, dropdown_sources, dropdown_reports, dropdown_external_sources, search_only], [chatbot, new_sources_hmtl, output_query, output_language, new_figures, current_graphs], concurrency_limit=8, api_name=f"chat_{textbox.elem_id}")
+ .then(finish_chat, None, [textbox], api_name=f"finish_chat_{textbox.elem_id}")
+ )
+ # Event for examples_hidden
+ (examples_hidden
+ .change(start_chat, [examples_hidden, chatbot, search_only], [examples_hidden, tabs, chatbot, sources_raw], queue=False, api_name=f"start_chat_{examples_hidden.elem_id}")
+ .then(chat_poc, [examples_hidden, chatbot, dropdown_audience, dropdown_sources, dropdown_reports, dropdown_external_sources, search_only], [chatbot, new_sources_hmtl, output_query, output_language, new_figures, current_graphs], concurrency_limit=8, api_name=f"chat_{examples_hidden.elem_id}")
+ .then(finish_chat, None, [textbox], api_name=f"finish_chat_{examples_hidden.elem_id}")
+ )
+
+
+ new_sources_hmtl.change(lambda x : x, inputs = [new_sources_hmtl], outputs = [sources_textbox])
+ current_graphs.change(lambda x: x, inputs=[current_graphs], outputs=[graphs_container])
+ new_figures.change(process_figures, inputs=[sources_raw, new_figures], outputs=[sources_raw, figures_cards, gallery_component])
-
- # submit.click(lambda: Modal(visible=True), None, config_modal)
+ # Update sources numbers
+ for component in [sources_textbox, figures_cards, current_graphs, papers_html]:
+ component.change(update_sources_number_display, [sources_textbox, figures_cards, current_graphs, papers_html], [tab_recommended_content, tab_sources, tab_figures, tab_graphs, tab_papers])
+ # Search for papers
+ for component in [textbox, examples_hidden, papers_direct_search]:
+ component.submit(find_papers, [component, after, dropdown_external_sources], [papers_html, citations_network, papers_summary])
+
- demo.queue()
+ # if tab_name == "Beta - POC Adapt'Action": # Not untill results are good enough
+ # # Drias search
+ # textbox.submit(ask_vanna, [textbox], [vanna_sql_query ,vanna_table, vanna_display])
+
+def main_ui():
+ # config_open = gr.State(True)
+ with gr.Blocks(title="Climate Q&A", css_paths=os.getcwd()+ "/style.css", theme=theme, elem_id="main-component") as demo:
+ config_components = create_config_modal()
+
+ with gr.Tabs():
+ cqa_components = cqa_tab(tab_name = "ClimateQ&A")
+ local_cqa_components = cqa_tab(tab_name = "Beta - POC Adapt'Action")
+
+ create_about_tab()
+
+ event_handling(cqa_components, config_components, tab_name = 'ClimateQ&A')
+ event_handling(local_cqa_components, config_components, tab_name = "Beta - POC Adapt'Action")
+
+ config_event_handling([cqa_components,local_cqa_components] ,config_components)
+
+ demo.queue()
+
+ return demo
-demo.launch()
+
+demo = main_ui()
+demo.launch(ssr_mode=False)
diff --git a/climateqa/chat.py b/climateqa/chat.py
new file mode 100644
index 0000000000000000000000000000000000000000..dbee3d1dc2f65ecce33b164d607d485aee2418fa
--- /dev/null
+++ b/climateqa/chat.py
@@ -0,0 +1,214 @@
+import os
+from datetime import datetime
+import gradio as gr
+# from .agent import agent
+from gradio import ChatMessage
+from langgraph.graph.state import CompiledStateGraph
+import json
+
+from .handle_stream_events import (
+ init_audience,
+ handle_retrieved_documents,
+ convert_to_docs_to_html,
+ stream_answer,
+ handle_retrieved_owid_graphs,
+ serialize_docs,
+)
+
+# Function to log data on Azure
+def log_on_azure(file, logs, share_client):
+ logs = json.dumps(logs)
+ file_client = share_client.get_file_client(file)
+ file_client.upload_file(logs)
+
+# Chat functions
+def start_chat(query, history, search_only):
+ history = history + [ChatMessage(role="user", content=query)]
+ if not search_only:
+ return (gr.update(interactive=False), gr.update(selected=1), history, [])
+ else:
+ return (gr.update(interactive=False), gr.update(selected=2), history, [])
+
+def finish_chat():
+ return gr.update(interactive=True, value="")
+
+def log_interaction_to_azure(history, output_query, sources, docs, share_client, user_id):
+ try:
+ # Log interaction to Azure if not in local environment
+ if os.getenv("GRADIO_ENV") != "local":
+ timestamp = str(datetime.now().timestamp())
+ prompt = history[1]["content"]
+ logs = {
+ "user_id": str(user_id),
+ "prompt": prompt,
+ "query": prompt,
+ "question": output_query,
+ "sources": sources,
+ "docs": serialize_docs(docs),
+ "answer": history[-1].content,
+ "time": timestamp,
+ }
+ log_on_azure(f"{timestamp}.json", logs, share_client)
+ except Exception as e:
+ print(f"Error logging on Azure Blob Storage: {e}")
+ error_msg = f"ClimateQ&A Error: {str(e)[:100]} - The error has been noted, try another question and if the error remains, you can contact us :)"
+ raise gr.Error(error_msg)
+
+def handle_numerical_data(event):
+ if event["name"] == "retrieve_drias_data" and event["event"] == "on_chain_end":
+ numerical_data = event["data"]["output"]["drias_data"]
+ sql_query = event["data"]["output"]["drias_sql_query"]
+ return numerical_data, sql_query
+ return None, None
+
+# Main chat function
+async def chat_stream(
+ agent : CompiledStateGraph,
+ query: str,
+ history: list[ChatMessage],
+ audience: str,
+ sources: list[str],
+ reports: list[str],
+ relevant_content_sources_selection: list[str],
+ search_only: bool,
+ share_client,
+ user_id: str
+) -> tuple[list, str, str, str, list, str]:
+ """Process a chat query and return response with relevant sources and visualizations.
+
+ Args:
+ query (str): The user's question
+ history (list): Chat message history
+ audience (str): Target audience type
+ sources (list): Knowledge base sources to search
+ reports (list): Specific reports to search within sources
+ relevant_content_sources_selection (list): Types of content to retrieve (figures, papers, etc)
+ search_only (bool): Whether to only search without generating answer
+
+ Yields:
+ tuple: Contains:
+ - history: Updated chat history
+ - docs_html: HTML of retrieved documents
+ - output_query: Processed query
+ - output_language: Detected language
+ - related_contents: Related content
+ - graphs_html: HTML of relevant graphs
+ """
+ # Log incoming question
+ date_now = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+ print(f">> NEW QUESTION ({date_now}) : {query}")
+
+ audience_prompt = init_audience(audience)
+ sources = sources or ["IPCC", "IPBES"]
+ reports = reports or []
+
+ # Prepare inputs for agent
+ inputs = {
+ "user_input": query,
+ "audience": audience_prompt,
+ "sources_input": sources,
+ "relevant_content_sources_selection": relevant_content_sources_selection,
+ "search_only": search_only,
+ "reports": reports
+ }
+
+ # Get streaming events from agent
+ result = agent.astream_events(inputs, version="v1")
+
+ # Initialize state variables
+ docs = []
+ related_contents = []
+ docs_html = ""
+ new_docs_html = ""
+ output_query = ""
+ output_language = ""
+ output_keywords = ""
+ start_streaming = False
+ graphs_html = ""
+ used_documents = []
+ retrieved_contents = []
+ answer_message_content = ""
+ vanna_data = {}
+
+ # Define processing steps
+ steps_display = {
+ "categorize_intent": ("๐๏ธ Analyzing user message", True),
+ "transform_query": ("๐๏ธ Thinking step by step to answer the question", True),
+ "retrieve_documents": ("๐๏ธ Searching in the knowledge base", False),
+ "retrieve_local_data": ("๐๏ธ Searching in the knowledge base", False),
+ }
+
+ try:
+ # Process streaming events
+ async for event in result:
+
+ if "langgraph_node" in event["metadata"]:
+ node = event["metadata"]["langgraph_node"]
+
+ # Handle document retrieval
+ if event["event"] == "on_chain_end" and event["name"] in ["retrieve_documents","retrieve_local_data"] and event["data"]["output"] != None:
+ history, used_documents, retrieved_contents = handle_retrieved_documents(
+ event, history, used_documents, retrieved_contents
+ )
+ # Handle Vanna retrieval
+ # if event["event"] == "on_chain_end" and event["name"] in ["retrieve_documents","retrieve_local_data"] and event["data"]["output"] != None:
+ # df_output_vanna, sql_query = handle_numerical_data(
+ # event
+ # )
+ # vanna_data = {"df_output": df_output_vanna, "sql_query": sql_query}
+
+
+ if event["event"] == "on_chain_end" and event["name"] == "answer_search" :
+ docs = event["data"]["input"]["documents"]
+ docs_html = convert_to_docs_to_html(docs)
+ related_contents = event["data"]["input"]["related_contents"]
+
+ # Handle intent categorization
+ elif (event["event"] == "on_chain_end" and
+ node == "categorize_intent" and
+ event["name"] == "_write"):
+ intent = event["data"]["output"]["intent"]
+ output_language = event["data"]["output"].get("language", "English")
+ history[-1].content = f"Language identified: {output_language}\nIntent identified: {intent}"
+
+ # Handle processing steps display
+ elif event["name"] in steps_display and event["event"] == "on_chain_start":
+ event_description, display_output = steps_display[node]
+ if (not hasattr(history[-1], 'metadata') or
+ history[-1].metadata["title"] != event_description):
+ history.append(ChatMessage(
+ role="assistant",
+ content="",
+ metadata={'title': event_description}
+ ))
+
+ # Handle answer streaming
+ elif (event["name"] != "transform_query" and
+ event["event"] == "on_chat_model_stream" and
+ node in ["answer_rag","answer_rag_no_docs", "answer_search", "answer_chitchat"]):
+ history, start_streaming, answer_message_content = stream_answer(
+ history, event, start_streaming, answer_message_content
+ )
+
+ # Handle graph retrieval
+ elif event["name"] in ["retrieve_graphs", "retrieve_graphs_ai"] and event["event"] == "on_chain_end":
+ graphs_html = handle_retrieved_owid_graphs(event, graphs_html)
+
+ # Handle query transformation
+ if event["name"] == "transform_query" and event["event"] == "on_chain_end":
+ if hasattr(history[-1], "content"):
+ sub_questions = [q["question"] + "-> relevant sources : " + str(q["sources"]) for q in event["data"]["output"]["questions_list"]]
+ history[-1].content += "Decompose question into sub-questions:\n\n - " + "\n - ".join(sub_questions)
+
+ yield history, docs_html, output_query, output_language, related_contents, graphs_html#, vanna_data
+
+ except Exception as e:
+ print(f"Event {event} has failed")
+ raise gr.Error(str(e))
+
+
+
+ # Call the function to log interaction
+ log_interaction_to_azure(history, output_query, sources, docs, share_client, user_id)
+
+ yield history, docs_html, output_query, output_language, related_contents, graphs_html#, vanna_data
diff --git a/climateqa/constants.py b/climateqa/constants.py
index 64649915ac197140ca7310cb41b7190922c18a4f..eaa35cacc60d081f9163bc17885a6782c97873aa 100644
--- a/climateqa/constants.py
+++ b/climateqa/constants.py
@@ -1,4 +1,6 @@
POSSIBLE_REPORTS = [
+ "IPBES IABWFH SPM",
+ "IPBES CBL SPM",
"IPCC AR6 WGI SPM",
"IPCC AR6 WGI FR",
"IPCC AR6 WGI TS",
@@ -42,4 +44,25 @@ POSSIBLE_REPORTS = [
"IPBES IAS A C5",
"IPBES IAS A C6",
"IPBES IAS A SPM"
-]
\ No newline at end of file
+]
+
+OWID_CATEGORIES = ['Access to Energy', 'Agricultural Production',
+ 'Agricultural Regulation & Policy', 'Air Pollution',
+ 'Animal Welfare', 'Antibiotics', 'Biodiversity', 'Biofuels',
+ 'Biological & Chemical Weapons', 'CO2 & Greenhouse Gas Emissions',
+ 'COVID-19', 'Clean Water', 'Clean Water & Sanitation',
+ 'Climate Change', 'Crop Yields', 'Diet Compositions',
+ 'Electricity', 'Electricity Mix', 'Energy', 'Energy Efficiency',
+ 'Energy Prices', 'Environmental Impacts of Food Production',
+ 'Environmental Protection & Regulation', 'Famines', 'Farm Size',
+ 'Fertilizers', 'Fish & Overfishing', 'Food Supply', 'Food Trade',
+ 'Food Waste', 'Food and Agriculture', 'Forests & Deforestation',
+ 'Fossil Fuels', 'Future Population Growth',
+ 'Hunger & Undernourishment', 'Indoor Air Pollution', 'Land Use',
+ 'Land Use & Yields in Agriculture', 'Lead Pollution',
+ 'Meat & Dairy Production', 'Metals & Minerals',
+ 'Natural Disasters', 'Nuclear Energy', 'Nuclear Weapons',
+ 'Oil Spills', 'Outdoor Air Pollution', 'Ozone Layer', 'Pandemics',
+ 'Pesticides', 'Plastic Pollution', 'Renewable Energy', 'Soil',
+ 'Transport', 'Urbanization', 'Waste Management', 'Water Pollution',
+ 'Water Use & Stress', 'Wildfires']
\ No newline at end of file
diff --git a/climateqa/engine/chains/__init__.py b/climateqa/engine/chains/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/climateqa/engine/chains/answer_ai_impact.py b/climateqa/engine/chains/answer_ai_impact.py
new file mode 100644
index 0000000000000000000000000000000000000000..9bf511c7ec80c586ea06cac2a7151178b9f12696
--- /dev/null
+++ b/climateqa/engine/chains/answer_ai_impact.py
@@ -0,0 +1,46 @@
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+
+
+prompt_template = """
+You are ClimateQ&A, an helpful AI Assistant specialized in answering climate-related questions using info from the IPCC and/or IPBES reports.
+Always stay true to climate and nature science and do not make up information.
+If you do not know the answer, just say you do not know.
+
+## Guidelines
+- Explain that the environmental impact of AI is not covered by the IPCC or IPBES reports, but you can recommend info based on the sources below
+- Answer the question in the original language of the question
+
+## Sources
+- You can propose to visit this page https://climateqa.com/docs/carbon-footprint/ to learn more about ClimateQ&A's own carbon footprint
+- You can recommend to look at the work of the AI & climate expert scientist Sasha Luccioni with in in particular those papers
+ - Power Hungry Processing: Watts Driving the Cost of AI Deployment? - https://arxiv.org/abs/2311.16863 - about the carbon footprint at the inference stage of AI models
+ - Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning - https://arxiv.org/abs/2302.08476
+ - Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model - https://arxiv.org/abs/2211.02001 - about the carbon footprint of training a large language model
+- You can also recommend the following tools to calculate the carbon footprint of AI models
+ - CodeCarbon - https://github.com/mlco2/codecarbon to measure the carbon footprint of your code
+ - Ecologits - https://ecologits.ai/ to measure the carbon footprint of using LLMs APIs such
+"""
+
+
+def make_ai_impact_chain(llm):
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", prompt_template),
+ ("user", "{question}")
+ ])
+
+ chain = prompt | llm | StrOutputParser()
+ chain = chain.with_config({"run_name":"ai_impact_chain"})
+
+ return chain
+
+def make_ai_impact_node(llm):
+
+ ai_impact_chain = make_ai_impact_chain(llm)
+
+ async def answer_ai_impact(state,config):
+ answer = await ai_impact_chain.ainvoke({"question":state["user_input"]},config)
+ return {"answer":answer}
+
+ return answer_ai_impact
diff --git a/climateqa/engine/chains/answer_chitchat.py b/climateqa/engine/chains/answer_chitchat.py
new file mode 100644
index 0000000000000000000000000000000000000000..c291de4651c88b9a06fe55c20261d6cf2a2f17ca
--- /dev/null
+++ b/climateqa/engine/chains/answer_chitchat.py
@@ -0,0 +1,56 @@
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+
+
+chitchat_prompt_template = """
+You are ClimateQ&A, an helpful AI Assistant specialized in answering climate-related questions using info from the IPCC and/or IPBES reports.
+Always stay true to climate and nature science and do not make up information.
+If you do not know the answer, just say you do not know.
+
+## Guidelines
+- If it's a conversational question, you can normally chat with the user
+- If the question is not related to any topic about the environment, refuse to answer and politely ask the user to ask another question about the environment
+- If the user ask if you speak any language, you can say you speak all languages :)
+- If the user ask about the bot itself "ClimateQ&A", you can explain that you are an AI assistant specialized in answering climate-related questions using info from the IPCC and/or IPBES reports and propose to visit the website here https://climateqa.com/docs/intro/ for more information
+- If the question is about ESG regulations, standards, or frameworks like the CSRD, TCFD, SASB, GRI, CDP, etc., you can explain that this is not a topic covered by the IPCC or IPBES reports.
+- Precise that you are specialized in finding trustworthy information from the scientific reports of the IPCC and IPBES and other scientific litterature
+- If relevant you can propose up to 3 example of questions they could ask from the IPCC or IPBES reports from the examples below
+- Always answer in the original language of the question
+
+## Examples of questions you can suggest (in the original language of the question)
+ "What evidence do we have of climate change?",
+ "Are human activities causing global warming?",
+ "What are the impacts of climate change?",
+ "Can climate change be reversed?",
+ "What is the difference between climate change and global warming?",
+"""
+
+
+def make_chitchat_chain(llm):
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", chitchat_prompt_template),
+ ("user", "{question}")
+ ])
+
+ chain = prompt | llm | StrOutputParser()
+ chain = chain.with_config({"run_name":"chitchat_chain"})
+
+ return chain
+
+
+
+def make_chitchat_node(llm):
+
+ chitchat_chain = make_chitchat_chain(llm)
+
+ async def answer_chitchat(state,config):
+ print("---- Answer chitchat ----")
+
+ answer = await chitchat_chain.ainvoke({"question":state["user_input"]},config)
+ state["answer"] = answer
+ return state
+ # return {"answer":answer}
+
+ return answer_chitchat
+
diff --git a/climateqa/engine/chains/answer_rag.py b/climateqa/engine/chains/answer_rag.py
new file mode 100644
index 0000000000000000000000000000000000000000..2feb881802306672293558ecea46ee52fdc45151
--- /dev/null
+++ b/climateqa/engine/chains/answer_rag.py
@@ -0,0 +1,113 @@
+from operator import itemgetter
+
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+from langchain_core.prompts.prompt import PromptTemplate
+from langchain_core.prompts.base import format_document
+
+from climateqa.engine.chains.prompts import answer_prompt_template,answer_prompt_without_docs_template,answer_prompt_images_template
+from climateqa.engine.chains.prompts import papers_prompt_template
+import time
+from ..utils import rename_chain, pass_values
+
+
+DEFAULT_DOCUMENT_PROMPT = PromptTemplate.from_template(template="Source : {source} - Content : {page_content}")
+
+def _combine_documents(
+ docs, document_prompt=DEFAULT_DOCUMENT_PROMPT, sep="\n\n"
+):
+
+ doc_strings = []
+
+ for i,doc in enumerate(docs):
+ # chunk_type = "Doc" if doc.metadata["chunk_type"] == "text" else "Image"
+ chunk_type = "Doc"
+ if isinstance(doc,str):
+ doc_formatted = doc
+ else:
+ doc_formatted = format_document(doc, document_prompt)
+ doc_string = f"{chunk_type} {i+1}: " + doc_formatted
+ doc_string = doc_string.replace("\n"," ")
+ doc_strings.append(doc_string)
+
+ return sep.join(doc_strings)
+
+
+def get_text_docs(x):
+ return [doc for doc in x if doc.metadata["chunk_type"] == "text"]
+
+def get_image_docs(x):
+ return [doc for doc in x if doc.metadata["chunk_type"] == "image"]
+
+def make_rag_chain(llm):
+ prompt = ChatPromptTemplate.from_template(answer_prompt_template)
+ chain = ({
+ "context":lambda x : _combine_documents(x["documents"]),
+ "context_length":lambda x : print("CONTEXT LENGTH : " , len(_combine_documents(x["documents"]))),
+ "query":itemgetter("query"),
+ "language":itemgetter("language"),
+ "audience":itemgetter("audience"),
+ } | prompt | llm | StrOutputParser())
+ return chain
+
+def make_rag_chain_without_docs(llm):
+ prompt = ChatPromptTemplate.from_template(answer_prompt_without_docs_template)
+ chain = prompt | llm | StrOutputParser()
+ return chain
+
+def make_rag_node(llm,with_docs = True):
+
+ if with_docs:
+ rag_chain = make_rag_chain(llm)
+ else:
+ rag_chain = make_rag_chain_without_docs(llm)
+
+ async def answer_rag(state,config):
+ print("---- Answer RAG ----")
+ start_time = time.time()
+ print("Sources used : " + "\n".join([x.metadata["short_name"] + " - page " + str(x.metadata["page_number"]) for x in state["documents"]]))
+
+ answer = await rag_chain.ainvoke(state,config)
+
+ end_time = time.time()
+ elapsed_time = end_time - start_time
+ print("RAG elapsed time: ", elapsed_time)
+ print("Answer size : ", len(answer))
+ # print(f"\n\nAnswer:\n{answer}")
+
+ return {"answer":answer}
+
+ return answer_rag
+
+
+
+
+def make_rag_papers_chain(llm):
+
+ prompt = ChatPromptTemplate.from_template(papers_prompt_template)
+ input_documents = {
+ "context":lambda x : _combine_documents(x["docs"]),
+ **pass_values(["question","language"])
+ }
+
+ chain = input_documents | prompt | llm | StrOutputParser()
+ chain = rename_chain(chain,"answer")
+
+ return chain
+
+
+
+
+
+
+def make_illustration_chain(llm):
+
+ prompt_with_images = ChatPromptTemplate.from_template(answer_prompt_images_template)
+
+ input_description_images = {
+ "images":lambda x : _combine_documents(get_image_docs(x["docs"])),
+ **pass_values(["question","audience","language","answer"]),
+ }
+
+ illustration_chain = input_description_images | prompt_with_images | llm | StrOutputParser()
+ return illustration_chain
diff --git a/climateqa/engine/chains/chitchat_categorization.py b/climateqa/engine/chains/chitchat_categorization.py
new file mode 100644
index 0000000000000000000000000000000000000000..bc7171e6b2a49b0409377176b2f748dda1a2987c
--- /dev/null
+++ b/climateqa/engine/chains/chitchat_categorization.py
@@ -0,0 +1,43 @@
+
+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from typing import Literal
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+
+class IntentCategorizer(BaseModel):
+ """Analyzing the user message input"""
+
+ environment: bool = Field(
+ description="Return 'True' if the question relates to climate change, the environment, nature, etc. (Example: should I eat fish?). Return 'False' if the question is just chit chat or not related to the environment or climate change.",
+ )
+
+
+def make_chitchat_intent_categorization_chain(llm):
+
+ openai_functions = [convert_to_openai_function(IntentCategorizer)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"IntentCategorizer"})
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided"),
+ ("user", "input: {input}")
+ ])
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+
+def make_chitchat_intent_categorization_node(llm):
+
+ categorization_chain = make_chitchat_intent_categorization_chain(llm)
+
+ def categorize_message(state):
+ output = categorization_chain.invoke({"input": state["user_input"]})
+ print(f"\n\nChit chat output intent categorization: {output}\n")
+ state["search_graphs_chitchat"] = output["environment"]
+ print(f"\n\nChit chat output intent categorization: {state}\n")
+ return state
+
+ return categorize_message
diff --git a/climateqa/engine/chains/drias_retriever.py b/climateqa/engine/chains/drias_retriever.py
new file mode 100644
index 0000000000000000000000000000000000000000..4e112f5bda4bffb0788dd0e5d71d31d5a2d94d9f
--- /dev/null
+++ b/climateqa/engine/chains/drias_retriever.py
@@ -0,0 +1,16 @@
+import sys
+import os
+from climateqa.engine.talk_to_data.main import ask_vanna
+
+
+def make_drias_retriever_node(llm):
+
+ def retrieve_drias_data(state):
+ print("---- Retrieving data from DRIAS ----")
+ query = state["query"]
+ sql_query, df, fig = ask_vanna(query)
+ state["drias_data"] = df
+ state["drias_sql_query"] = sql_query
+ return state
+
+ return retrieve_drias_data
diff --git a/climateqa/engine/chains/graph_retriever.py b/climateqa/engine/chains/graph_retriever.py
new file mode 100644
index 0000000000000000000000000000000000000000..beb32826e43741871bbf4952a1e5171361173425
--- /dev/null
+++ b/climateqa/engine/chains/graph_retriever.py
@@ -0,0 +1,130 @@
+import sys
+import os
+from contextlib import contextmanager
+
+from ..reranker import rerank_docs
+from ..graph_retriever import retrieve_graphs # GraphRetriever
+from ...utils import remove_duplicates_keep_highest_score
+
+
+def divide_into_parts(target, parts):
+ # Base value for each part
+ base = target // parts
+ # Remainder to distribute
+ remainder = target % parts
+ # List to hold the result
+ result = []
+
+ for i in range(parts):
+ if i < remainder:
+ # These parts get base value + 1
+ result.append(base + 1)
+ else:
+ # The rest get the base value
+ result.append(base)
+
+ return result
+
+
+@contextmanager
+def suppress_output():
+ # Open a null device
+ with open(os.devnull, 'w') as devnull:
+ # Store the original stdout and stderr
+ old_stdout = sys.stdout
+ old_stderr = sys.stderr
+ # Redirect stdout and stderr to the null device
+ sys.stdout = devnull
+ sys.stderr = devnull
+ try:
+ yield
+ finally:
+ # Restore stdout and stderr
+ sys.stdout = old_stdout
+ sys.stderr = old_stderr
+
+
+def make_graph_retriever_node(vectorstore, reranker, rerank_by_question=True, k_final=15, k_before_reranking=100):
+
+ async def node_retrieve_graphs(state):
+ print("---- Retrieving graphs ----")
+
+ POSSIBLE_SOURCES = ["IEA", "OWID"]
+ # questions = state["remaining_questions"] if state["remaining_questions"] is not None and state["remaining_questions"]!=[] else [state["query"]]
+ questions = state["questions_list"] if state["questions_list"] is not None and state["questions_list"]!=[] else [state["query"]]
+
+ # sources_input = state["sources_input"]
+ sources_input = ["auto"]
+
+ auto_mode = "auto" in sources_input
+
+ # There are several options to get the final top k
+ # Option 1 - Get 100 documents by question and rerank by question
+ # Option 2 - Get 100/n documents by question and rerank the total
+ if rerank_by_question:
+ k_by_question = divide_into_parts(k_final,len(questions))
+
+ docs = []
+
+ for i,q in enumerate(questions):
+
+ question = q["question"] if isinstance(q, dict) else q
+
+ print(f"Subquestion {i}: {question}")
+
+ # If auto mode, we use all sources
+ if auto_mode:
+ sources = POSSIBLE_SOURCES
+ # Otherwise, we use the config
+ else:
+ sources = sources_input
+
+ if any([x in POSSIBLE_SOURCES for x in sources]):
+
+ sources = [x for x in sources if x in POSSIBLE_SOURCES]
+
+ # Search the document store using the retriever
+ docs_question = await retrieve_graphs(
+ query = question,
+ vectorstore = vectorstore,
+ sources = sources,
+ k_total = k_before_reranking,
+ threshold = 0.5,
+ )
+ # docs_question = retriever.get_relevant_documents(question)
+
+ # Rerank
+ if reranker is not None and docs_question!=[]:
+ with suppress_output():
+ docs_question = rerank_docs(reranker,docs_question,question)
+ else:
+ # Add a default reranking score
+ for doc in docs_question:
+ doc.metadata["reranking_score"] = doc.metadata["similarity_score"]
+
+ # If rerank by question we select the top documents for each question
+ if rerank_by_question:
+ docs_question = docs_question[:k_by_question[i]]
+
+ # Add sources used in the metadata
+ for doc in docs_question:
+ doc.metadata["sources_used"] = sources
+
+ print(f"{len(docs_question)} graphs retrieved for subquestion {i + 1}: {docs_question}")
+
+ docs.extend(docs_question)
+
+ else:
+ print(f"There are no graphs which match the sources filtered on. Sources filtered on: {sources}. Sources available: {POSSIBLE_SOURCES}.")
+
+ # Remove duplicates and keep the duplicate document with the highest reranking score
+ docs = remove_duplicates_keep_highest_score(docs)
+
+ # Sorting the list in descending order by rerank_score
+ # Then select the top k
+ docs = sorted(docs, key=lambda x: x.metadata["reranking_score"], reverse=True)
+ docs = docs[:k_final]
+
+ return {"recommended_content": docs}
+
+ return node_retrieve_graphs
\ No newline at end of file
diff --git a/climateqa/engine/chains/intent_categorization.py b/climateqa/engine/chains/intent_categorization.py
new file mode 100644
index 0000000000000000000000000000000000000000..37427bdecd412222b5109a4d5d0d0820eadf74c4
--- /dev/null
+++ b/climateqa/engine/chains/intent_categorization.py
@@ -0,0 +1,91 @@
+
+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from typing import Literal
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+
+class IntentCategorizer(BaseModel):
+ """Analyzing the user message input"""
+
+ language: str = Field(
+ description="Find the language of the message input in full words (ex: French, English, Spanish, ...), defaults to English",
+ default="English",
+ )
+ intent: str = Field(
+ enum=[
+ "ai_impact",
+ # "geo_info",
+ # "esg",
+ "search",
+ "chitchat",
+ ],
+ description="""
+ Categorize the user input in one of the following category
+ Any question
+
+ Examples:
+ - ai_impact = Environmental impacts of AI: "What are the environmental impacts of AI", "How does AI affect the environment"
+ - search = Searching for any quesiton about climate change, energy, biodiversity, nature, and everything we can find the IPCC or IPBES reports or scientific papers,
+ - chitchat = Any general question that is not related to the environment or climate change or just conversational, or if you don't think searching the IPCC or IPBES reports would be relevant. If it can be interprated as a climate related question, please use the search intent.
+ """,
+ # - geo_info = Geolocated info about climate change: Any question where the user wants to know localized impacts of climate change, eg: "What will be the temperature in Marseille in 2050"
+ # - esg = Any question about the ESG regulation, frameworks and standards like the CSRD, TCFD, SASB, GRI, CDP, etc.
+
+ )
+
+
+
+def make_intent_categorization_chain(llm):
+
+ openai_functions = [convert_to_openai_function(IntentCategorizer)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"IntentCategorizer"})
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, you will analyze, translate and categorize the user input message using the function provided. Categorize the user input as ai ONLY if it is related to Artificial Intelligence, search if it is related to the environment, climate change, energy, biodiversity, nature, etc. and chitchat if it is just general conversation."),
+ ("user", "input: {input}")
+ ])
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+
+def make_intent_categorization_node(llm):
+
+ categorization_chain = make_intent_categorization_chain(llm)
+
+ def categorize_message(state):
+ print("Input Message : ", state["user_input"])
+ print("---- Categorize_message ----")
+
+ output = categorization_chain.invoke({"input": state["user_input"]})
+ print(f"\n\nOutput intent categorization: {output}\n")
+ if "language" not in output: output["language"] = "English"
+ output["query"] = state["user_input"]
+ return output
+
+ return categorize_message
+
+
+
+
+# SAMPLE_QUESTIONS = [
+# "Est-ce que l'IA a un impact sur l'environnement ?",
+# "Que dit le GIEC sur l'impact de l'IA",
+# "Qui sont les membres du GIEC",
+# "What is the impact of El Nino ?",
+# "Yo",
+# "Hello รงa va bien ?",
+# "Par qui as tu รฉtรฉ crรฉรฉ ?",
+# "What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?",
+# "Which industries have the highest GHG emissions?",
+# "What are invasive alien species and how do they threaten biodiversity and ecosystems?",
+# "Are human activities causing global warming?",
+# "What is the motivation behind mining the deep seabed?",
+# "Tu peux m'รฉcrire un poรจme sur le changement climatique ?",
+# "Tu peux m'รฉcrire un poรจme sur les bonbons ?",
+# "What will be the temperature in 2100 in Strasbourg?",
+# "C'est quoi le lien entre biodiversity and changement climatique ?",
+# ]
\ No newline at end of file
diff --git a/climateqa/engine/chains/keywords_extraction.py b/climateqa/engine/chains/keywords_extraction.py
new file mode 100644
index 0000000000000000000000000000000000000000..91ff901efa6d8a010d5ad9e8218f0a45bbfe8d05
--- /dev/null
+++ b/climateqa/engine/chains/keywords_extraction.py
@@ -0,0 +1,40 @@
+
+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from typing import Literal
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+
+class KeywordExtraction(BaseModel):
+ """
+ Analyzing the user query to extract keywords to feed a search engine
+ """
+
+ keywords: List[str] = Field(
+ description="""
+ Extract the keywords from the user query to feed a search engine as a list
+ Avoid adding super specific keywords to prefer general keywords
+ Maximum 3 keywords
+
+ Examples:
+ - "What is the impact of deep sea mining ?" -> ["deep sea mining"]
+ - "How will El Nino be impacted by climate change" -> ["el nino","climate change"]
+ - "Is climate change a hoax" -> ["climate change","hoax"]
+ """
+ )
+
+
+def make_keywords_extraction_chain(llm):
+
+ openai_functions = [convert_to_openai_function(KeywordExtraction)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"KeywordExtraction"})
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant"),
+ ("user", "input: {input}")
+ ])
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
\ No newline at end of file
diff --git a/climateqa/engine/prompts.py b/climateqa/engine/chains/prompts.py
similarity index 56%
rename from climateqa/engine/prompts.py
rename to climateqa/engine/chains/prompts.py
index 6305f37b440a58813956f3e1f6d6785c72bd79a4..5a1c47bd1653fae4849a4b807e30ff540fc800f2 100644
--- a/climateqa/engine/prompts.py
+++ b/climateqa/engine/chains/prompts.py
@@ -36,13 +36,41 @@ You are given a question and extracted passages of the IPCC and/or IPBES reports
"""
+# answer_prompt_template_old = """
+# You are ClimateQ&A, an AI Assistant created by Ekimetrics. You are given a question and extracted passages of reports. Provide a clear and structured answer based on the passages provided, the context and the guidelines.
+
+# Guidelines:
+# - If the passages have useful facts or numbers, use them in your answer.
+# - When you use information from a passage, mention where it came from by using [Doc i] at the end of the sentence. i stands for the number of the document.
+# - Do not use the sentence 'Doc i says ...' to say where information came from.
+# - If the same thing is said in more than one document, you can mention all of them like this: [Doc i, Doc j, Doc k]
+# - Do not just summarize each passage one by one. Group your summaries to highlight the key parts in the explanation.
+# - If it makes sense, use bullet points and lists to make your answers easier to understand.
+# - You do not need to use every passage. Only use the ones that help answer the question.
+# - If the documents do not have the information needed to answer the question, just say you do not have enough information.
+# - Consider by default that the question is about the past century unless it is specified otherwise.
+# - If the passage is the caption of a picture, you can still use it as part of your answer as any other document.
+
+# -----------------------
+# Passages:
+# {context}
+
+# -----------------------
+# Question: {query} - Explained to {audience}
+# Answer in {language} with the passages citations:
+# """
+
answer_prompt_template = """
-You are ClimateQ&A, an AI Assistant created by Ekimetrics. You are given a question and extracted passages of the IPCC and/or IPBES reports. Provide a clear and structured answer based on the passages provided, the context and the guidelines.
+You are ClimateQ&A, an AI Assistant created by Ekimetrics. You are given a question and extracted passages of reports. Provide a clear and structured answer based on the passages provided, the context and the guidelines.
Guidelines:
- If the passages have useful facts or numbers, use them in your answer.
- When you use information from a passage, mention where it came from by using [Doc i] at the end of the sentence. i stands for the number of the document.
-- Do not use the sentence 'Doc i says ...' to say where information came from.
+- You will receive passages from different reports, e.g., IPCC and PPCP. Make separate paragraphs and specify the source of the information in your answer, e.g., "According to IPCC, ...".
+- The different sources are IPCC, IPBES, PPCP (for Plan Climat Air Energie Territorial de Paris), PBDP (for Plan Biodiversitรฉ de Paris), Acclimaterra (Rapport scientifique de la rรฉgion Nouvelle Aquitaine en France).
+- If the reports are local (like PPCP, PBDP, Acclimaterra), consider that the information is specific to the region and not global. If the document is about a nearby region (for example, an extract from Acclimaterra for a question about Britain), explicitly state the concerned region.
+- Do not mention that you are using specific extract documents, but mention only the source information. "According to IPCC, ..." rather than "According to the provided document from IPCC ..."
+- Make a clear distinction between information from IPCC, IPBES, Acclimaterra that are scientific reports and PPCP, PBDP that are strategic reports. Strategic reports should not be taken as verified facts, but as political or strategic decisions.
- If the same thing is said in more than one document, you can mention all of them like this: [Doc i, Doc j, Doc k]
- Do not just summarize each passage one by one. Group your summaries to highlight the key parts in the explanation.
- If it makes sense, use bullet points and lists to make your answers easier to understand.
@@ -51,16 +79,16 @@ Guidelines:
- Consider by default that the question is about the past century unless it is specified otherwise.
- If the passage is the caption of a picture, you can still use it as part of your answer as any other document.
+
-----------------------
Passages:
{context}
-----------------------
-Question: {question} - Explained to {audience}
+Question: {query} - Explained to {audience}
Answer in {language} with the passages citations:
"""
-
papers_prompt_template = """
You are ClimateQ&A, an AI Assistant created by Ekimetrics. You are given a question and extracted abstracts of scientific papers. Provide a clear and structured answer based on the abstracts provided, the context and the guidelines.
@@ -137,7 +165,7 @@ Guidelines:
- If the question is not related to environmental issues, never never answer it. Say it's not your role.
- Make paragraphs by starting new lines to make your answers more readable.
-Question: {question}
+Question: {query}
Answer in {language}:
"""
@@ -147,4 +175,77 @@ audience_prompts = {
"children": "6 year old children that don't know anything about science and climate change and need metaphors to learn",
"general": "the general public who know the basics in science and climate change and want to learn more about it without technical terms. Still use references to passages.",
"experts": "expert and climate scientists that are not afraid of technical terms",
-}
\ No newline at end of file
+}
+
+
+answer_prompt_graph_template = """
+Given the user question and a list of graphs which are related to the question, rank the graphs based on relevance to the user question. ALWAYS follow the guidelines given below.
+
+### Guidelines ###
+- Keep all the graphs that are given to you.
+- NEVER modify the graph HTML embedding, the category or the source leave them exactly as they are given.
+- Return the ranked graphs as a list of dictionaries with keys 'embedding', 'category', and 'source'.
+- Return a valid JSON output.
+
+-----------------------
+User question:
+{query}
+
+Graphs and their HTML embedding:
+{recommended_content}
+
+-----------------------
+{format_instructions}
+
+Output the result as json with a key "graphs" containing a list of dictionaries of the relevant graphs with keys 'embedding', 'category', and 'source'. Do not modify the graph HTML embedding, the category or the source. Do not put any message or text before or after the JSON output.
+"""
+
+retrieve_chapter_prompt_template = """Given the user question and a list of documents with their table of contents, retrieve the 5 most relevant level 0 chapters which could help to answer to the question while taking account their sub-chapters.
+
+The table of contents is structured like that :
+{{
+ "level": 0,
+ "Chapter 1": {{}},
+ "Chapter 2" : {{
+ "level": 1,
+ "Chapter 2.1": {{
+ ...
+ }}
+ }},
+}}
+
+Here level is the level of the chapter. For example, Chapter 1 and Chapter 2 are at level 0, and Chapter 2.1 is at level 1.
+
+### Guidelines ###
+- Keep all the list of documents that is given to you
+- Each chapter must keep **EXACTLY** its assigned level in the table of contents. **DO NOT MODIFY THE LEVELS. **
+- Check systematically the level of a chapter before including it in the answer.
+- Return **valid JSON** result.
+
+--------------------
+User question :
+{query}
+
+List of documents with their table of contents :
+{doc_list}
+
+--------------------
+
+Return a JSON result with a list of relevant chapters with the following keys **WITHOUT** the json markdown indicator ```json at the beginning:
+- "document" : the document in which we can find the chapter
+- "chapter" : the title of the chapter
+
+**IMPORTANT : Make sure that the levels of the answer are exactly the same as the ones in the table of contents**
+
+Example of a JSON response:
+[
+ {{
+ "document": "Document A",
+ "chapter": "Chapter 1",
+ }},
+ {{
+ "document": "Document B",
+ "chapter": "Chapter 5",
+ }}
+]
+"""
diff --git a/climateqa/engine/chains/query_transformation.py b/climateqa/engine/chains/query_transformation.py
new file mode 100644
index 0000000000000000000000000000000000000000..8bccb9eba692735b088631f42951840773f55557
--- /dev/null
+++ b/climateqa/engine/chains/query_transformation.py
@@ -0,0 +1,300 @@
+
+
+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from typing import Literal
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+# OLD QUERY ANALYSIS
+ # keywords: List[str] = Field(
+ # description="""
+ # Extract the keywords from the user query to feed a search engine as a list
+ # Maximum 3 keywords
+
+ # Examples:
+ # - "What is the impact of deep sea mining ?" -> deep sea mining
+ # - "How will El Nino be impacted by climate change" -> el nino;climate change
+ # - "Is climate change a hoax" -> climate change;hoax
+ # """
+ # )
+
+ # alternative_queries: List[str] = Field(
+ # description="""
+ # Generate alternative search questions from the user query to feed a search engine
+ # """
+ # )
+
+ # step_back_question: str = Field(
+ # description="""
+ # You are an expert at world knowledge. Your task is to step back and paraphrase a question to a more generic step-back question, which is easier to answer.
+ # This questions should help you get more context and information about the user query
+ # """
+ # )
+ # - OpenAlex is for any other questions that are not in the previous categories but could be found in the scientific litterature
+ #
+
+
+ # topics: List[Literal[
+ # "Climate change",
+ # "Biodiversity",
+ # "Energy",
+ # "Decarbonization",
+ # "Climate science",
+ # "Nature",
+ # "Climate policy and justice",
+ # "Oceans",
+ # "Deep sea mining",
+ # "ESG and regulations",
+ # "CSRD",
+ # ]] = Field(
+ # ...,
+ # description = """
+ # Choose the topics that are most relevant to the user query, ex: Climate change, Energy, Biodiversity, ...
+ # """,
+ # )
+ # date: str = Field(description="The date or period mentioned, ex: 2050, between 2020 and 2050")
+ # location:Location
+
+
+
+ROUTING_INDEX = {
+ "IPx":["IPCC", "IPBES", "IPOS"],
+ "POC": ["AcclimaTerra", "PCAET","Biodiv"],
+ "OpenAlex":["OpenAlex"],
+}
+
+POSSIBLE_SOURCES = [y for values in ROUTING_INDEX.values() for y in values]
+
+# Prompt from the original paper https://arxiv.org/pdf/2305.14283
+# Query Rewriting for Retrieval-Augmented Large Language Models
+class QueryDecomposition(BaseModel):
+ """
+ Decompose the user query into smaller parts to think step by step to answer this question
+ Act as a simple planning agent
+ """
+
+ questions: List[str] = Field(
+ description="""
+ Think step by step to answer this question, and provide one or several search engine questions in the provided language for knowledge that you need.
+ Suppose that the user is looking for information about climate change, energy, biodiversity, nature, and everything we can find the IPCC reports and scientific literature
+ - If it's already a standalone and explicit question, just return the reformulated question for the search engine
+ - If you need to decompose the question, output a list of maximum 2 to 3 questions
+ """
+ )
+
+
+class Location(BaseModel):
+ country:str = Field(...,description="The country if directly mentioned or inferred from the location (cities, regions, adresses), ex: France, USA, ...")
+ location:str = Field(...,description="The specific place if mentioned (cities, regions, addresses), ex: Marseille, New York, Wisconsin, ...")
+
+class QueryTranslation(BaseModel):
+ """Translate the query into a given language"""
+
+ question : str = Field(
+ description="""
+ Translate the questions into the given language
+ If the question is alrealdy in the given language, just return the same question
+ """,
+ )
+
+
+class QueryAnalysis(BaseModel):
+ """
+ Analyze the user query to extract the relevant sources
+
+ Deprecated:
+ Analyzing the user query to extract topics, sources and date
+ Also do query expansion to get alternative search queries
+ Also provide simple keywords to feed a search engine
+ """
+
+ sources: List[Literal["IPCC", "IPBES", "IPOS", "AcclimaTerra", "PCAET","Biodiv"]] = Field( #,"OpenAlex"]] = Field(
+ ...,
+ description="""
+ Given a user question choose which documents would be most relevant for answering their question,
+ - IPCC is for questions about climate change, energy, impacts, and everything we can find the IPCC reports
+ - IPBES is for questions about biodiversity and nature
+ - IPOS is for questions about the ocean and deep sea mining
+ - AcclimaTerra is for questions about any specific place in, or close to, the french region "Nouvelle-Aquitaine"
+ - PCAET is the Plan Climat Eneregie Territorial for the city of Paris
+ - Biodiv is the Biodiversity plan for the city of Paris
+ """,
+ )
+
+
+
+def make_query_decomposition_chain(llm):
+ """Chain to decompose a query into smaller parts to think step by step to answer this question
+
+ Args:
+ llm (_type_): _description_
+
+ Returns:
+ _type_: _description_
+ """
+
+ openai_functions = [convert_to_openai_function(QueryDecomposition)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"QueryDecomposition"})
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided"),
+ ("user", "input: {input}")
+ ])
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+
+def make_query_analysis_chain(llm):
+ """Analyze the user query to extract the relevant sources"""
+
+ openai_functions = [convert_to_openai_function(QueryAnalysis)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"QueryAnalysis"})
+
+
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, you will analyze the user input message using the function provided"),
+ ("user", "input: {input}")
+ ])
+
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+
+def make_query_translation_chain(llm):
+ """Analyze the user query to extract the relevant sources"""
+
+ openai_functions = [convert_to_openai_function(QueryTranslation)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"QueryTranslation"})
+
+
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, translate the question into {language}"),
+ ("user", "input: {input}")
+ ])
+
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+def group_by_sources_types(sources):
+ sources_types = {}
+ IPx_sources = ["IPCC", "IPBES", "IPOS"]
+ local_sources = ["AcclimaTerra", "PCAET","Biodiv"]
+ if any(source in IPx_sources for source in sources):
+ sources_types["IPx"] = list(set(sources).intersection(IPx_sources))
+ if any(source in local_sources for source in sources):
+ sources_types["POC"] = list(set(sources).intersection(local_sources))
+ return sources_types
+
+
+def make_query_transform_node(llm,k_final=15):
+ """
+ Creates a query transformation node that processes and transforms a given query state.
+ Args:
+ llm: The language model to be used for query decomposition and rewriting.
+ k_final (int, optional): The final number of questions to be generated. Defaults to 15.
+ Returns:
+ function: A function that takes a query state and returns a transformed state.
+ The returned function performs the following steps:
+ 1. Checks if the query should be processed in auto mode based on the state.
+ 2. Retrieves the input sources from the state or defaults to a predefined routing index.
+ 3. Decomposes the query using the decomposition chain.
+ 4. Analyzes each decomposed question using the rewriter chain.
+ 5. Ensures that the sources returned by the language model are valid.
+ 6. Explodes the questions into multiple questions with different sources based on the mode.
+ 7. Constructs a new state with the transformed questions and their respective sources.
+ """
+
+
+ decomposition_chain = make_query_decomposition_chain(llm)
+ query_analysis_chain = make_query_analysis_chain(llm)
+ query_translation_chain = make_query_translation_chain(llm)
+
+ def transform_query(state):
+ print("---- Transform query ----")
+
+ auto_mode = state.get("sources_auto", True)
+ sources_input = state.get("sources_input", ROUTING_INDEX["IPx"])
+
+
+ new_state = {}
+
+ # Decomposition
+ decomposition_output = decomposition_chain.invoke({"input":state["query"]})
+ new_state.update(decomposition_output)
+
+
+ # Query Analysis
+ questions = []
+ for question in new_state["questions"]:
+ question_state = {"question":question}
+ query_analysis_output = query_analysis_chain.invoke({"input":question})
+
+ # TODO WARNING llm should always return smthg
+ # The case when the llm does not return any sources or wrong ouput
+ if not query_analysis_output["sources"] or not all(source in ["IPCC", "IPBS", "IPOS","AcclimaTerra", "PCAET","Biodiv"] for source in query_analysis_output["sources"]):
+ query_analysis_output["sources"] = ["IPCC", "IPBES", "IPOS"]
+
+ sources_types = group_by_sources_types(query_analysis_output["sources"])
+ for source_type,sources in sources_types.items():
+ question_state = {
+ "question":question,
+ "sources":sources,
+ "source_type":source_type
+ }
+
+ questions.append(question_state)
+
+ # Translate question into the document language
+ for q in questions:
+ if q["source_type"]=="IPx":
+ translation_output = query_translation_chain.invoke({"input":q["question"],"language":"English"})
+ q["question"] = translation_output["question"]
+ elif q["source_type"]=="POC":
+ translation_output = query_translation_chain.invoke({"input":q["question"],"language":"French"})
+ q["question"] = translation_output["question"]
+
+ # Explode the questions into multiple questions with different sources
+ new_questions = []
+ for q in questions:
+ question,sources,source_type = q["question"],q["sources"], q["source_type"]
+
+ # If not auto mode we take the configuration
+ if not auto_mode:
+ sources = sources_input
+
+ for index,index_sources in ROUTING_INDEX.items():
+ selected_sources = list(set(sources).intersection(index_sources))
+ if len(selected_sources) > 0:
+ new_questions.append({"question":question,"sources":selected_sources,"index":index, "source_type":source_type})
+
+ # # Add the number of questions to search
+ # k_by_question = k_final // len(new_questions)
+ # for q in new_questions:
+ # q["k"] = k_by_question
+
+ # new_state["questions"] = new_questions
+ # new_state["remaining_questions"] = new_questions
+
+ n_questions = {
+ "total":len(new_questions),
+ "IPx":len([q for q in new_questions if q["index"] == "IPx"]),
+ "POC":len([q for q in new_questions if q["index"] == "POC"]),
+ }
+
+ new_state = {
+ "questions_list":new_questions,
+ "n_questions":n_questions,
+ "handled_questions_index":[],
+ }
+ print("New questions")
+ print(new_questions)
+ return new_state
+
+ return transform_query
\ No newline at end of file
diff --git a/climateqa/engine/reformulation.py b/climateqa/engine/chains/reformulation.py
similarity index 94%
rename from climateqa/engine/reformulation.py
rename to climateqa/engine/chains/reformulation.py
index 8297b22faab0be88f90a90f7a81b8d3710e17563..7a5addc53e1188d1d129391faddf29acbf6382f0 100644
--- a/climateqa/engine/reformulation.py
+++ b/climateqa/engine/chains/reformulation.py
@@ -3,7 +3,7 @@ from langchain.output_parsers.structured import StructuredOutputParser, Response
from langchain_core.prompts import PromptTemplate
from langchain_core.runnables import RunnablePassthrough, RunnableLambda, RunnableBranch
-from climateqa.engine.prompts import reformulation_prompt_template
+from climateqa.engine.chains.prompts import reformulation_prompt_template
from climateqa.engine.utils import pass_values, flatten_dict
diff --git a/climateqa/engine/chains/retrieve_documents.py b/climateqa/engine/chains/retrieve_documents.py
new file mode 100644
index 0000000000000000000000000000000000000000..c5146c63313ec771f6c54d1aa71a4e1fc9f35e6a
--- /dev/null
+++ b/climateqa/engine/chains/retrieve_documents.py
@@ -0,0 +1,709 @@
+import sys
+import os
+from contextlib import contextmanager
+
+from langchain_core.tools import tool
+from langchain_core.runnables import chain
+from langchain_core.runnables import RunnableParallel, RunnablePassthrough
+from langchain_core.runnables import RunnableLambda
+
+from ..reranker import rerank_docs, rerank_and_sort_docs
+# from ...knowledge.retriever import ClimateQARetriever
+from ...knowledge.openalex import OpenAlexRetriever
+from .keywords_extraction import make_keywords_extraction_chain
+from ..utils import log_event
+from langchain_core.vectorstores import VectorStore
+from typing import List
+from langchain_core.documents.base import Document
+from ..llm import get_llm
+from .prompts import retrieve_chapter_prompt_template
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+from ..vectorstore import get_pinecone_vectorstore
+from ..embeddings import get_embeddings_function
+
+
+import asyncio
+
+from typing import Any, Dict, List, Tuple
+
+
+def divide_into_parts(target, parts):
+ # Base value for each part
+ base = target // parts
+ # Remainder to distribute
+ remainder = target % parts
+ # List to hold the result
+ result = []
+
+ for i in range(parts):
+ if i < remainder:
+ # These parts get base value + 1
+ result.append(base + 1)
+ else:
+ # The rest get the base value
+ result.append(base)
+
+ return result
+
+
+@contextmanager
+def suppress_output():
+ # Open a null device
+ with open(os.devnull, 'w') as devnull:
+ # Store the original stdout and stderr
+ old_stdout = sys.stdout
+ old_stderr = sys.stderr
+ # Redirect stdout and stderr to the null device
+ sys.stdout = devnull
+ sys.stderr = devnull
+ try:
+ yield
+ finally:
+ # Restore stdout and stderr
+ sys.stdout = old_stdout
+ sys.stderr = old_stderr
+
+
+@tool
+def query_retriever(question):
+ """Just a dummy tool to simulate the retriever query"""
+ return question
+
+def _add_sources_used_in_metadata(docs,sources,question,index):
+ for doc in docs:
+ doc.metadata["sources_used"] = sources
+ doc.metadata["question_used"] = question
+ doc.metadata["index_used"] = index
+ return docs
+
+def _get_k_summary_by_question(n_questions):
+ if n_questions == 0:
+ return 0
+ elif n_questions == 1:
+ return 5
+ elif n_questions == 2:
+ return 3
+ elif n_questions == 3:
+ return 2
+ else:
+ return 1
+
+def _get_k_images_by_question(n_questions):
+ if n_questions == 0:
+ return 0
+ elif n_questions == 1:
+ return 7
+ elif n_questions == 2:
+ return 5
+ elif n_questions == 3:
+ return 3
+ else:
+ return 1
+
+def _add_metadata_and_score(docs: List) -> Document:
+ # Add score to metadata
+ docs_with_metadata = []
+ for i,(doc,score) in enumerate(docs):
+ doc.page_content = doc.page_content.replace("\r\n"," ")
+ doc.metadata["similarity_score"] = score
+ doc.metadata["content"] = doc.page_content
+ if doc.metadata["page_number"] != "N/A":
+ doc.metadata["page_number"] = int(doc.metadata["page_number"]) + 1
+ else:
+ doc.metadata["page_number"] = 1
+ # doc.page_content = f"""Doc {i+1} - {doc.metadata['short_name']}: {doc.page_content}"""
+ docs_with_metadata.append(doc)
+ return docs_with_metadata
+
+def remove_duplicates_chunks(docs):
+ # Remove duplicates or almost duplicates
+ docs = sorted(docs,key=lambda x: x[1],reverse=True)
+ seen = set()
+ result = []
+ for doc in docs:
+ if doc[0].page_content not in seen:
+ seen.add(doc[0].page_content)
+ result.append(doc)
+ return result
+
+def get_ToCs(version: str) :
+
+ filters_text = {
+ "chunk_type":"toc",
+ "version": version
+ }
+ embeddings_function = get_embeddings_function()
+ vectorstore = get_pinecone_vectorstore(embeddings_function, index_name="climateqa-v2")
+ tocs = vectorstore.similarity_search_with_score(query="",filter = filters_text)
+
+ # remove duplicates or almost duplicates
+ tocs = remove_duplicates_chunks(tocs)
+
+ return tocs
+
+async def get_POC_relevant_documents(
+ query: str,
+ vectorstore:VectorStore,
+ sources:list = ["Acclimaterra","PCAET","Plan Biodiversite"],
+ search_figures:bool = False,
+ search_only:bool = False,
+ k_documents:int = 10,
+ threshold:float = 0.6,
+ k_images: int = 5,
+ reports:list = [],
+ min_size:int = 200,
+) :
+ # Prepare base search kwargs
+ filters = {}
+ docs_question = []
+ docs_images = []
+
+ # TODO add source selection
+ # if len(reports) > 0:
+ # filters["short_name"] = {"$in":reports}
+ # else:
+ # filters["source"] = { "$in": sources}
+
+ filters_text = {
+ **filters,
+ "chunk_type":"text",
+ # "report_type": {}, # TODO to be completed to choose the right documents / chapters according to the analysis of the question
+ }
+
+ docs_question = vectorstore.similarity_search_with_score(query=query,filter = filters_text,k = k_documents)
+ # remove duplicates or almost duplicates
+ docs_question = remove_duplicates_chunks(docs_question)
+ docs_question = [x for x in docs_question if x[1] > threshold]
+
+ if search_figures:
+ # Images
+ filters_image = {
+ **filters,
+ "chunk_type":"image"
+ }
+ docs_images = vectorstore.similarity_search_with_score(query=query,filter = filters_image,k = k_images)
+
+ docs_question, docs_images = _add_metadata_and_score(docs_question), _add_metadata_and_score(docs_images)
+
+ docs_question = [x for x in docs_question if len(x.page_content) > min_size]
+
+ return {
+ "docs_question" : docs_question,
+ "docs_images" : docs_images
+ }
+
+async def get_POC_documents_by_ToC_relevant_documents(
+ query: str,
+ tocs: list,
+ vectorstore:VectorStore,
+ version: str,
+ sources:list = ["Acclimaterra","PCAET","Plan Biodiversite"],
+ search_figures:bool = False,
+ search_only:bool = False,
+ k_documents:int = 10,
+ threshold:float = 0.6,
+ k_images: int = 5,
+ reports:list = [],
+ min_size:int = 200,
+ proportion: float = 0.5,
+) :
+ """
+ Args:
+ - tocs : list with the table of contents of each document
+ - version : version of the parsed documents (e.g. "v4")
+ - proportion : share of documents retrieved using ToCs
+ """
+ # Prepare base search kwargs
+ filters = {}
+ docs_question = []
+ docs_images = []
+
+ # TODO add source selection
+ # if len(reports) > 0:
+ # filters["short_name"] = {"$in":reports}
+ # else:
+ # filters["source"] = { "$in": sources}
+
+ k_documents_toc = round(k_documents * proportion)
+
+ relevant_tocs = await get_relevant_toc_level_for_query(query, tocs)
+
+ print(f"Relevant ToCs : {relevant_tocs}")
+ # Transform the ToC dict {"document": str, "chapter": str} into a list of string
+ toc_filters = [toc['chapter'] for toc in relevant_tocs]
+
+ filters_text_toc = {
+ **filters,
+ "chunk_type":"text",
+ "toc_level0": {"$in": toc_filters},
+ "version": version
+ # "report_type": {}, # TODO to be completed to choose the right documents / chapters according to the analysis of the question
+ }
+
+ docs_question = vectorstore.similarity_search_with_score(query=query,filter = filters_text_toc,k = k_documents_toc)
+
+ filters_text = {
+ **filters,
+ "chunk_type":"text",
+ "version": version
+ # "report_type": {}, # TODO to be completed to choose the right documents / chapters according to the analysis of the question
+ }
+
+ docs_question += vectorstore.similarity_search_with_score(query=query,filter = filters_text,k = k_documents - k_documents_toc)
+
+ # remove duplicates or almost duplicates
+ docs_question = remove_duplicates_chunks(docs_question)
+ docs_question = [x for x in docs_question if x[1] > threshold]
+
+ if search_figures:
+ # Images
+ filters_image = {
+ **filters,
+ "chunk_type":"image"
+ }
+ docs_images = vectorstore.similarity_search_with_score(query=query,filter = filters_image,k = k_images)
+
+ docs_question, docs_images = _add_metadata_and_score(docs_question), _add_metadata_and_score(docs_images)
+
+ docs_question = [x for x in docs_question if len(x.page_content) > min_size]
+
+ return {
+ "docs_question" : docs_question,
+ "docs_images" : docs_images
+ }
+
+
+async def get_IPCC_relevant_documents(
+ query: str,
+ vectorstore:VectorStore,
+ sources:list = ["IPCC","IPBES","IPOS"],
+ search_figures:bool = False,
+ reports:list = [],
+ threshold:float = 0.6,
+ k_summary:int = 3,
+ k_total:int = 10,
+ k_images: int = 5,
+ namespace:str = "vectors",
+ min_size:int = 200,
+ search_only:bool = False,
+) :
+
+ # Check if all elements in the list are either IPCC or IPBES
+ assert isinstance(sources,list)
+ assert sources
+ assert all([x in ["IPCC","IPBES","IPOS"] for x in sources])
+ assert k_total > k_summary, "k_total should be greater than k_summary"
+
+ # Prepare base search kwargs
+ filters = {}
+
+ if len(reports) > 0:
+ filters["short_name"] = {"$in":reports}
+ else:
+ filters["source"] = { "$in": sources}
+
+ # INIT
+ docs_summaries = []
+ docs_full = []
+ docs_images = []
+
+ if search_only:
+ # Only search for images if search_only is True
+ if search_figures:
+ filters_image = {
+ **filters,
+ "chunk_type":"image"
+ }
+ docs_images = vectorstore.similarity_search_with_score(query=query,filter = filters_image,k = k_images)
+ docs_images = _add_metadata_and_score(docs_images)
+ else:
+ # Regular search flow for text and optionally images
+ # Search for k_summary documents in the summaries dataset
+ filters_summaries = {
+ **filters,
+ "chunk_type":"text",
+ "report_type": { "$in":["SPM"]},
+ }
+
+ docs_summaries = vectorstore.similarity_search_with_score(query=query,filter = filters_summaries,k = k_summary)
+ docs_summaries = [x for x in docs_summaries if x[1] > threshold]
+
+ # Search for k_total - k_summary documents in the full reports dataset
+ filters_full = {
+ **filters,
+ "chunk_type":"text",
+ "report_type": { "$nin":["SPM"]},
+ }
+ docs_full = vectorstore.similarity_search_with_score(query=query,filter = filters_full,k = k_total)
+
+ if search_figures:
+ # Images
+ filters_image = {
+ **filters,
+ "chunk_type":"image"
+ }
+ docs_images = vectorstore.similarity_search_with_score(query=query,filter = filters_image,k = k_images)
+
+ docs_summaries, docs_full, docs_images = _add_metadata_and_score(docs_summaries), _add_metadata_and_score(docs_full), _add_metadata_and_score(docs_images)
+
+ # Filter if length are below threshold
+ docs_summaries = [x for x in docs_summaries if len(x.page_content) > min_size]
+ docs_full = [x for x in docs_full if len(x.page_content) > min_size]
+
+ return {
+ "docs_summaries" : docs_summaries,
+ "docs_full" : docs_full,
+ "docs_images" : docs_images,
+ }
+
+
+
+def concatenate_documents(index, source_type, docs_question_dict, k_by_question, k_summary_by_question, k_images_by_question):
+ # Keep the right number of documents - The k_summary documents from SPM are placed in front
+ if source_type == "IPx":
+ docs_question = docs_question_dict["docs_summaries"][:k_summary_by_question] + docs_question_dict["docs_full"][:(k_by_question - k_summary_by_question)]
+ elif source_type == "POC" :
+ docs_question = docs_question_dict["docs_question"][:k_by_question]
+ else :
+ raise ValueError("source_type should be either Vector or POC")
+ # docs_question = [doc for key in docs_question_dict.keys() for doc in docs_question_dict[key]][:(k_by_question)]
+
+ images_question = docs_question_dict["docs_images"][:k_images_by_question]
+
+ return docs_question, images_question
+
+
+
+# The chain callback is not necessary, but it propagates the langchain callbacks to the astream_events logger to display intermediate results
+# @chain
+async def retrieve_documents(
+ current_question: Dict[str, Any],
+ config: Dict[str, Any],
+ source_type: str,
+ vectorstore: VectorStore,
+ reranker: Any,
+ version: str = "",
+ search_figures: bool = False,
+ search_only: bool = False,
+ reports: list = [],
+ rerank_by_question: bool = True,
+ k_images_by_question: int = 5,
+ k_before_reranking: int = 100,
+ k_by_question: int = 5,
+ k_summary_by_question: int = 3,
+ tocs: list = [],
+ by_toc=False
+) -> Tuple[List[Document], List[Document]]:
+ """
+ Unpack the first question of the remaining questions, and retrieve and rerank corresponding documents, based on the question and selected_sources
+
+ Args:
+ state (dict): The current state containing documents, related content, relevant content sources, remaining questions and n_questions.
+ current_question (dict): The current question being processed.
+ config (dict): Configuration settings for logging and other purposes.
+ vectorstore (object): The vector store used to retrieve relevant documents.
+ reranker (object): The reranker used to rerank the retrieved documents.
+ llm (object): The language model used for processing.
+ rerank_by_question (bool, optional): Whether to rerank documents by question. Defaults to True.
+ k_final (int, optional): The final number of documents to retrieve. Defaults to 15.
+ k_before_reranking (int, optional): The number of documents to retrieve before reranking. Defaults to 100.
+ k_summary (int, optional): The number of summary documents to retrieve. Defaults to 5.
+ k_images (int, optional): The number of image documents to retrieve. Defaults to 5.
+ Returns:
+ dict: The updated state containing the retrieved and reranked documents, related content, and remaining questions.
+ """
+ sources = current_question["sources"]
+ question = current_question["question"]
+ index = current_question["index"]
+ source_type = current_question["source_type"]
+
+ print(f"Retrieve documents for question: {question}")
+ await log_event({"question":question,"sources":sources,"index":index},"log_retriever",config)
+
+ print(f"""---- Retrieve documents from {current_question["source_type"]}----""")
+
+
+ if source_type == "IPx":
+ docs_question_dict = await get_IPCC_relevant_documents(
+ query = question,
+ vectorstore=vectorstore,
+ search_figures = search_figures,
+ sources = sources,
+ min_size = 200,
+ k_summary = k_before_reranking-1,
+ k_total = k_before_reranking,
+ k_images = k_images_by_question,
+ threshold = 0.5,
+ search_only = search_only,
+ reports = reports,
+ )
+
+ if source_type == 'POC':
+ if by_toc == True:
+ print("---- Retrieve documents by ToC----")
+ docs_question_dict = await get_POC_documents_by_ToC_relevant_documents(
+ query=question,
+ tocs = tocs,
+ vectorstore=vectorstore,
+ version=version,
+ search_figures = search_figures,
+ sources = sources,
+ threshold = 0.5,
+ search_only = search_only,
+ reports = reports,
+ min_size= 200,
+ k_documents= k_before_reranking,
+ k_images= k_by_question
+ )
+ else :
+ docs_question_dict = await get_POC_relevant_documents(
+ query = question,
+ vectorstore=vectorstore,
+ search_figures = search_figures,
+ sources = sources,
+ threshold = 0.5,
+ search_only = search_only,
+ reports = reports,
+ min_size= 200,
+ k_documents= k_before_reranking,
+ k_images= k_by_question
+ )
+
+ # Rerank
+ if reranker is not None and rerank_by_question:
+ with suppress_output():
+ for key in docs_question_dict.keys():
+ docs_question_dict[key] = rerank_and_sort_docs(reranker,docs_question_dict[key],question)
+ else:
+ # Add a default reranking score
+ for doc in docs_question:
+ doc.metadata["reranking_score"] = doc.metadata["similarity_score"]
+
+ # Keep the right number of documents
+ docs_question, images_question = concatenate_documents(index, source_type, docs_question_dict, k_by_question, k_summary_by_question, k_images_by_question)
+
+ # Rerank the documents to put the most relevant in front
+ if reranker is not None and rerank_by_question:
+ docs_question = rerank_and_sort_docs(reranker, docs_question, question)
+
+ # Add sources used in the metadata
+ docs_question = _add_sources_used_in_metadata(docs_question,sources,question,index)
+ images_question = _add_sources_used_in_metadata(images_question,sources,question,index)
+
+ return docs_question, images_question
+
+
+async def retrieve_documents_for_all_questions(
+ search_figures,
+ search_only,
+ reports,
+ questions_list,
+ n_questions,
+ config,
+ source_type,
+ to_handle_questions_index,
+ vectorstore,
+ reranker,
+ rerank_by_question=True,
+ k_final=15,
+ k_before_reranking=100,
+ version: str = "",
+ tocs: list[dict] = [],
+ by_toc: bool = False
+):
+ """
+ Retrieve documents in parallel for all questions.
+ """
+ # to_handle_questions_index = [x for x in state["questions_list"] if x["source_type"] == "IPx"]
+
+ # TODO split les questions selon le type de sources dans le state question + conditions sur le nombre de questions traitรฉs par type de source
+ # search_figures = "Figures (IPCC/IPBES)" in state["relevant_content_sources_selection"]
+ # search_only = state["search_only"]
+ # reports = state["reports"]
+ # questions_list = state["questions_list"]
+
+ # k_by_question = k_final // state["n_questions"]["total"]
+ # k_summary_by_question = _get_k_summary_by_question(state["n_questions"]["total"])
+ # k_images_by_question = _get_k_images_by_question(state["n_questions"]["total"])
+ k_by_question = k_final // n_questions
+ k_summary_by_question = _get_k_summary_by_question(n_questions)
+ k_images_by_question = _get_k_images_by_question(n_questions)
+ k_before_reranking=100
+
+ print(f"Source type here is {source_type}")
+ tasks = [
+ retrieve_documents(
+ current_question=question,
+ config=config,
+ source_type=source_type,
+ vectorstore=vectorstore,
+ reranker=reranker,
+ search_figures=search_figures,
+ search_only=search_only,
+ reports=reports,
+ rerank_by_question=rerank_by_question,
+ k_images_by_question=k_images_by_question,
+ k_before_reranking=k_before_reranking,
+ k_by_question=k_by_question,
+ k_summary_by_question=k_summary_by_question,
+ tocs=tocs,
+ version=version,
+ by_toc=by_toc
+ )
+ for i, question in enumerate(questions_list) if i in to_handle_questions_index
+ ]
+ results = await asyncio.gather(*tasks)
+ # Combine results
+ new_state = {"documents": [], "related_contents": [], "handled_questions_index": to_handle_questions_index}
+ for docs_question, images_question in results:
+ new_state["documents"].extend(docs_question)
+ new_state["related_contents"].extend(images_question)
+ return new_state
+
+# ToC Retriever
+async def get_relevant_toc_level_for_query(
+ query: str,
+ tocs: list[Document],
+) -> list[dict] :
+
+ doc_list = []
+ for doc in tocs:
+ doc_name = doc[0].metadata['name']
+ toc = doc[0].page_content
+ doc_list.append({'document': doc_name, 'toc': toc})
+
+ llm = get_llm(provider="openai",max_tokens = 1024,temperature = 0.0)
+
+ prompt = ChatPromptTemplate.from_template(retrieve_chapter_prompt_template)
+ chain = prompt | llm | StrOutputParser()
+ response = chain.invoke({"query": query, "doc_list": doc_list})
+
+ try:
+ relevant_tocs = eval(response)
+ except Exception as e:
+ print(f" Failed to parse the result because of : {e}")
+
+ return relevant_tocs
+
+
+def make_IPx_retriever_node(vectorstore,reranker,llm,rerank_by_question=True, k_final=15, k_before_reranking=100, k_summary=5):
+
+ async def retrieve_IPx_docs(state, config):
+ source_type = "IPx"
+ IPx_questions_index = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "IPx"]
+
+ search_figures = "Figures (IPCC/IPBES)" in state["relevant_content_sources_selection"]
+ search_only = state["search_only"]
+ reports = state["reports"]
+ questions_list = state["questions_list"]
+ n_questions=state["n_questions"]["total"]
+
+ state = await retrieve_documents_for_all_questions(
+ search_figures=search_figures,
+ search_only=search_only,
+ reports=reports,
+ questions_list=questions_list,
+ n_questions=n_questions,
+ config=config,
+ source_type=source_type,
+ to_handle_questions_index=IPx_questions_index,
+ vectorstore=vectorstore,
+ reranker=reranker,
+ rerank_by_question=rerank_by_question,
+ k_final=k_final,
+ k_before_reranking=k_before_reranking,
+ )
+ return state
+
+ return retrieve_IPx_docs
+
+
+def make_POC_retriever_node(vectorstore,reranker,llm,rerank_by_question=True, k_final=15, k_before_reranking=100, k_summary=5):
+
+ async def retrieve_POC_docs_node(state, config):
+ if "POC region" not in state["relevant_content_sources_selection"] :
+ return {}
+
+ source_type = "POC"
+ POC_questions_index = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "POC"]
+
+ search_figures = "Figures (IPCC/IPBES)" in state["relevant_content_sources_selection"]
+ search_only = state["search_only"]
+ reports = state["reports"]
+ questions_list = state["questions_list"]
+ n_questions=state["n_questions"]["total"]
+
+ state = await retrieve_documents_for_all_questions(
+ search_figures=search_figures,
+ search_only=search_only,
+ reports=reports,
+ questions_list=questions_list,
+ n_questions=n_questions,
+ config=config,
+ source_type=source_type,
+ to_handle_questions_index=POC_questions_index,
+ vectorstore=vectorstore,
+ reranker=reranker,
+ rerank_by_question=rerank_by_question,
+ k_final=k_final,
+ k_before_reranking=k_before_reranking,
+ )
+ return state
+
+ return retrieve_POC_docs_node
+
+
+def make_POC_by_ToC_retriever_node(
+ vectorstore: VectorStore,
+ reranker,
+ llm,
+ version: str = "",
+ rerank_by_question=True,
+ k_final=15,
+ k_before_reranking=100,
+ k_summary=5,
+ ):
+
+ async def retrieve_POC_docs_node(state, config):
+ if "POC region" not in state["relevant_content_sources_selection"] :
+ return {}
+
+ search_figures = "Figures (IPCC/IPBES)" in state["relevant_content_sources_selection"]
+ search_only = state["search_only"]
+ search_only = state["search_only"]
+ reports = state["reports"]
+ questions_list = state["questions_list"]
+ n_questions=state["n_questions"]["total"]
+
+ tocs = get_ToCs(version=version)
+
+ source_type = "POC"
+ POC_questions_index = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "POC"]
+
+ state = await retrieve_documents_for_all_questions(
+ search_figures=search_figures,
+ search_only=search_only,
+ config=config,
+ reports=reports,
+ questions_list=questions_list,
+ n_questions=n_questions,
+ source_type=source_type,
+ to_handle_questions_index=POC_questions_index,
+ vectorstore=vectorstore,
+ reranker=reranker,
+ rerank_by_question=rerank_by_question,
+ k_final=k_final,
+ k_before_reranking=k_before_reranking,
+ tocs=tocs,
+ version=version,
+ by_toc=True
+ )
+ return state
+
+ return retrieve_POC_docs_node
+
+
+
+
+
diff --git a/climateqa/engine/chains/retrieve_papers.py b/climateqa/engine/chains/retrieve_papers.py
new file mode 100644
index 0000000000000000000000000000000000000000..d317c18c4832d23ddd276d6664849f10c8237988
--- /dev/null
+++ b/climateqa/engine/chains/retrieve_papers.py
@@ -0,0 +1,95 @@
+from climateqa.engine.keywords import make_keywords_chain
+from climateqa.engine.llm import get_llm
+from climateqa.knowledge.openalex import OpenAlex
+from climateqa.engine.chains.answer_rag import make_rag_papers_chain
+from front.utils import make_html_papers
+from climateqa.engine.reranker import get_reranker
+
+oa = OpenAlex()
+
+llm = get_llm(provider="openai",max_tokens = 1024,temperature = 0.0)
+reranker = get_reranker("nano")
+
+
+papers_cols_widths = {
+ "id":100,
+ "title":300,
+ "doi":100,
+ "publication_year":100,
+ "abstract":500,
+ "is_oa":50,
+}
+
+papers_cols = list(papers_cols_widths.keys())
+papers_cols_widths = list(papers_cols_widths.values())
+
+
+
+def generate_keywords(query):
+ chain = make_keywords_chain(llm)
+ keywords = chain.invoke(query)
+ keywords = " AND ".join(keywords["keywords"])
+ return keywords
+
+
+async def find_papers(query,after, relevant_content_sources_selection, reranker= reranker):
+ if "Papers (OpenAlex)" in relevant_content_sources_selection:
+ summary = ""
+ keywords = generate_keywords(query)
+ df_works = oa.search(keywords,after = after)
+
+ print(f"Found {len(df_works)} papers")
+
+ if not df_works.empty:
+ df_works = df_works.dropna(subset=["abstract"])
+ df_works = df_works[df_works["abstract"] != ""].reset_index(drop = True)
+ df_works = oa.rerank(query,df_works,reranker)
+ df_works = df_works.sort_values("rerank_score",ascending=False)
+ docs_html = []
+ for i in range(10):
+ docs_html.append(make_html_papers(df_works, i))
+ docs_html = "".join(docs_html)
+ G = oa.make_network(df_works)
+
+ height = "750px"
+ network = oa.show_network(G,color_by = "rerank_score",notebook=False,height = height)
+ network_html = network.generate_html()
+
+ network_html = network_html.replace("'", "\"")
+ css_to_inject = "<style>#mynetwork { border: none !important; } .card { border: none !important; }</style>"
+ network_html = network_html + css_to_inject
+
+
+ network_html = f"""<iframe style="width: 100%; height: {height};margin:0 auto" name="result" allow="midi; geolocation; microphone; camera;
+ display-capture; encrypted-media;" sandbox="allow-modals allow-forms
+ allow-scripts allow-same-origin allow-popups
+ allow-top-navigation-by-user-activation allow-downloads" allowfullscreen=""
+ allowpaymentrequest="" frameborder="0" srcdoc='{network_html}'></iframe>"""
+
+
+ docs = df_works["content"].head(10).tolist()
+
+ df_works = df_works.reset_index(drop = True).reset_index().rename(columns = {"index":"doc"})
+ df_works["doc"] = df_works["doc"] + 1
+ df_works = df_works[papers_cols]
+
+ yield docs_html, network_html, summary
+
+ chain = make_rag_papers_chain(llm)
+ result = chain.astream_log({"question": query,"docs": docs,"language":"English"})
+ path_answer = "/logs/StrOutputParser/streamed_output/-"
+
+ async for op in result:
+
+ op = op.ops[0]
+
+ if op['path'] == path_answer: # reforulated question
+ new_token = op['value'] # str
+ summary += new_token
+ else:
+ continue
+ yield docs_html, network_html, summary
+ else :
+ print("No papers found")
+ else :
+ yield "","", ""
diff --git a/climateqa/engine/chains/retriever.py b/climateqa/engine/chains/retriever.py
new file mode 100644
index 0000000000000000000000000000000000000000..67c454ca461153e41b3d1e71271dd41f9cd82521
--- /dev/null
+++ b/climateqa/engine/chains/retriever.py
@@ -0,0 +1,126 @@
+# import sys
+# import os
+# from contextlib import contextmanager
+
+# from ..reranker import rerank_docs
+# from ...knowledge.retriever import ClimateQARetriever
+
+
+
+
+# def divide_into_parts(target, parts):
+# # Base value for each part
+# base = target // parts
+# # Remainder to distribute
+# remainder = target % parts
+# # List to hold the result
+# result = []
+
+# for i in range(parts):
+# if i < remainder:
+# # These parts get base value + 1
+# result.append(base + 1)
+# else:
+# # The rest get the base value
+# result.append(base)
+
+# return result
+
+
+# @contextmanager
+# def suppress_output():
+# # Open a null device
+# with open(os.devnull, 'w') as devnull:
+# # Store the original stdout and stderr
+# old_stdout = sys.stdout
+# old_stderr = sys.stderr
+# # Redirect stdout and stderr to the null device
+# sys.stdout = devnull
+# sys.stderr = devnull
+# try:
+# yield
+# finally:
+# # Restore stdout and stderr
+# sys.stdout = old_stdout
+# sys.stderr = old_stderr
+
+
+
+# def make_retriever_node(vectorstore,reranker,rerank_by_question=True, k_final=15, k_before_reranking=100, k_summary=5):
+
+# def retrieve_documents(state):
+
+# POSSIBLE_SOURCES = ["IPCC","IPBES","IPOS"] # ,"OpenAlex"]
+# questions = state["questions"]
+
+# # Use sources from the user input or from the LLM detection
+# if "sources_input" not in state or state["sources_input"] is None:
+# sources_input = ["auto"]
+# else:
+# sources_input = state["sources_input"]
+# auto_mode = "auto" in sources_input
+
+# # There are several options to get the final top k
+# # Option 1 - Get 100 documents by question and rerank by question
+# # Option 2 - Get 100/n documents by question and rerank the total
+# if rerank_by_question:
+# k_by_question = divide_into_parts(k_final,len(questions))
+
+# docs = []
+
+# for i,q in enumerate(questions):
+
+# sources = q["sources"]
+# question = q["question"]
+
+# # If auto mode, we use the sources detected by the LLM
+# if auto_mode:
+# sources = [x for x in sources if x in POSSIBLE_SOURCES]
+
+# # Otherwise, we use the config
+# else:
+# sources = sources_input
+
+# # Search the document store using the retriever
+# # Configure high top k for further reranking step
+# retriever = ClimateQARetriever(
+# vectorstore=vectorstore,
+# sources = sources,
+# # reports = ias_reports,
+# min_size = 200,
+# k_summary = k_summary,
+# k_total = k_before_reranking,
+# threshold = 0.5,
+# )
+# docs_question = retriever.get_relevant_documents(question)
+
+# # Rerank
+# if reranker is not None:
+# with suppress_output():
+# docs_question = rerank_docs(reranker,docs_question,question)
+# else:
+# # Add a default reranking score
+# for doc in docs_question:
+# doc.metadata["reranking_score"] = doc.metadata["similarity_score"]
+
+# # If rerank by question we select the top documents for each question
+# if rerank_by_question:
+# docs_question = docs_question[:k_by_question[i]]
+
+# # Add sources used in the metadata
+# for doc in docs_question:
+# doc.metadata["sources_used"] = sources
+
+# # Add to the list of docs
+# docs.extend(docs_question)
+
+# # Sorting the list in descending order by rerank_score
+# # Then select the top k
+# docs = sorted(docs, key=lambda x: x.metadata["reranking_score"], reverse=True)
+# docs = docs[:k_final]
+
+# new_state = {"documents":docs}
+# return new_state
+
+# return retrieve_documents
+
diff --git a/climateqa/engine/chains/sample_router.py b/climateqa/engine/chains/sample_router.py
new file mode 100644
index 0000000000000000000000000000000000000000..2e8c89a5c1be011f68d8315eefad49c51ea19a51
--- /dev/null
+++ b/climateqa/engine/chains/sample_router.py
@@ -0,0 +1,66 @@
+
+# from typing import List
+# from typing import Literal
+# from langchain.prompts import ChatPromptTemplate
+# from langchain_core.utils.function_calling import convert_to_openai_function
+# from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+# # https://livingdatalab.com/posts/2023-11-05-openai-function-calling-with-langchain.html
+
+# class Location(BaseModel):
+# country:str = Field(...,description="The country if directly mentioned or inferred from the location (cities, regions, adresses), ex: France, USA, ...")
+# location:str = Field(...,description="The specific place if mentioned (cities, regions, addresses), ex: Marseille, New York, Wisconsin, ...")
+
+# class QueryAnalysis(BaseModel):
+# """Analyzing the user query"""
+
+# language: str = Field(
+# description="Find the language of the query in full words (ex: French, English, Spanish, ...), defaults to English"
+# )
+# intent: str = Field(
+# enum=[
+# "Environmental impacts of AI",
+# "Geolocated info about climate change",
+# "Climate change",
+# "Biodiversity",
+# "Deep sea mining",
+# "Chitchat",
+# ],
+# description="""
+# Categorize the user query in one of the following category,
+
+# Examples:
+# - Geolocated info about climate change: "What will be the temperature in Marseille in 2050"
+# - Climate change: "What is radiative forcing", "How much will
+# """,
+# )
+# sources: List[Literal["IPCC", "IPBES", "IPOS"]] = Field(
+# ...,
+# description="""
+# Given a user question choose which documents would be most relevant for answering their question,
+# - IPCC is for questions about climate change, energy, impacts, and everything we can find the IPCC reports
+# - IPBES is for questions about biodiversity and nature
+# - IPOS is for questions about the ocean and deep sea mining
+
+# """,
+# )
+# date: str = Field(description="The date or period mentioned, ex: 2050, between 2020 and 2050")
+# location:Location
+# # query: str = Field(
+# # description = """
+# # Translate to english and reformulate the following user message to be a short standalone question, in the context of an educational discussion about climate change.
+# # The reformulated question will used in a search engine
+# # By default, assume that the user is asking information about the last century,
+# # Use the following examples
+
+# # ### Examples:
+# # La technologie nous sauvera-t-elle ? -> Can technology help humanity mitigate the effects of climate change?
+# # what are our reserves in fossil fuel? -> What are the current reserves of fossil fuels and how long will they last?
+# # what are the main causes of climate change? -> What are the main causes of climate change in the last century?
+
+# # Question in English:
+# # """
+# # )
+
+# openai_functions = [convert_to_openai_function(QueryAnalysis)]
+# llm2 = llm.bind(functions = openai_functions,function_call={"name":"QueryAnalysis"})
\ No newline at end of file
diff --git a/climateqa/engine/chains/set_defaults.py b/climateqa/engine/chains/set_defaults.py
new file mode 100644
index 0000000000000000000000000000000000000000..2844bc399c7ca75c869eb122273bd7f5c91723d5
--- /dev/null
+++ b/climateqa/engine/chains/set_defaults.py
@@ -0,0 +1,13 @@
+def set_defaults(state):
+ print("---- Setting defaults ----")
+
+ if not state["audience"] or state["audience"] is None:
+ state.update({"audience": "experts"})
+
+ sources_input = state["sources_input"] if "sources_input" in state else ["auto"]
+ state.update({"sources_input": sources_input})
+
+ # if not state["sources_input"] or state["sources_input"] is None:
+ # state.update({"sources_input": ["auto"]})
+
+ return state
\ No newline at end of file
diff --git a/climateqa/engine/chains/translation.py b/climateqa/engine/chains/translation.py
new file mode 100644
index 0000000000000000000000000000000000000000..1b8db6f94c9dbd31f9b1ce8774867c6d4e6a5757
--- /dev/null
+++ b/climateqa/engine/chains/translation.py
@@ -0,0 +1,42 @@
+
+from langchain_core.pydantic_v1 import BaseModel, Field
+from typing import List
+from typing import Literal
+from langchain.prompts import ChatPromptTemplate
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser
+
+
+class Translation(BaseModel):
+ """Analyzing the user message input"""
+
+ translation: str = Field(
+ description="Translate the message input to English",
+ )
+
+
+def make_translation_chain(llm):
+
+ openai_functions = [convert_to_openai_function(Translation)]
+ llm_with_functions = llm.bind(functions = openai_functions,function_call={"name":"Translation"})
+
+ prompt = ChatPromptTemplate.from_messages([
+ ("system", "You are a helpful assistant, you will translate the user input message to English using the function provided"),
+ ("user", "input: {input}")
+ ])
+
+ chain = prompt | llm_with_functions | JsonOutputFunctionsParser()
+ return chain
+
+
+def make_translation_node(llm):
+ translation_chain = make_translation_chain(llm)
+
+ def translate_query(state):
+ print("---- Translate query ----")
+
+ user_input = state["user_input"]
+ translation = translation_chain.invoke({"input":user_input})
+ return {"query":translation["translation"]}
+
+ return translate_query
diff --git a/climateqa/engine/embeddings.py b/climateqa/engine/embeddings.py
index 1b909dffa65172ac9a056207eb759e8d986ac440..237be72363281c5da3b3df617dbe3702a9aeacd6 100644
--- a/climateqa/engine/embeddings.py
+++ b/climateqa/engine/embeddings.py
@@ -2,7 +2,7 @@
from langchain_community.embeddings import HuggingFaceBgeEmbeddings
from langchain_community.embeddings import HuggingFaceEmbeddings
-def get_embeddings_function(version = "v1.2"):
+def get_embeddings_function(version = "v1.2",query_instruction = "Represent this sentence for searching relevant passages: "):
if version == "v1.2":
@@ -10,12 +10,12 @@ def get_embeddings_function(version = "v1.2"):
# Best embedding model at a reasonable size at the moment (2023-11-22)
model_name = "BAAI/bge-base-en-v1.5"
- encode_kwargs = {'normalize_embeddings': True} # set True to compute cosine similarity
+ encode_kwargs = {'normalize_embeddings': True,"show_progress_bar":False} # set True to compute cosine similarity
print("Loading embeddings model: ", model_name)
embeddings_function = HuggingFaceBgeEmbeddings(
model_name=model_name,
encode_kwargs=encode_kwargs,
- query_instruction="Represent this sentence for searching relevant passages: "
+ query_instruction=query_instruction,
)
else:
@@ -23,3 +23,6 @@ def get_embeddings_function(version = "v1.2"):
embeddings_function = HuggingFaceEmbeddings(model_name = "sentence-transformers/multi-qa-mpnet-base-dot-v1")
return embeddings_function
+
+
+
diff --git a/climateqa/engine/graph.py b/climateqa/engine/graph.py
new file mode 100644
index 0000000000000000000000000000000000000000..b5b5691e035946ca18d8f0603a1cf88f8bf8322b
--- /dev/null
+++ b/climateqa/engine/graph.py
@@ -0,0 +1,334 @@
+import sys
+import os
+from contextlib import contextmanager
+
+from langchain.schema import Document
+from langgraph.graph import END, StateGraph
+from langchain_core.runnables.graph import CurveStyle, MermaidDrawMethod
+
+from typing_extensions import TypedDict
+from typing import List, Dict
+
+import operator
+from typing import Annotated
+import pandas as pd
+from IPython.display import display, HTML, Image
+
+from .chains.answer_chitchat import make_chitchat_node
+from .chains.answer_ai_impact import make_ai_impact_node
+from .chains.query_transformation import make_query_transform_node
+from .chains.translation import make_translation_node
+from .chains.intent_categorization import make_intent_categorization_node
+from .chains.retrieve_documents import make_IPx_retriever_node, make_POC_retriever_node, make_POC_by_ToC_retriever_node
+from .chains.answer_rag import make_rag_node
+from .chains.graph_retriever import make_graph_retriever_node
+from .chains.chitchat_categorization import make_chitchat_intent_categorization_node
+from .chains.drias_retriever import make_drias_retriever_node
+# from .chains.set_defaults import set_defaults
+
+class GraphState(TypedDict):
+ """
+ Represents the state of our graph.
+ """
+ user_input : str
+ language : str
+ intent : str
+ search_graphs_chitchat : bool
+ query: str
+ questions_list : List[dict]
+ handled_questions_index : Annotated[list[int], operator.add]
+ n_questions : int
+ answer: str
+ audience: str = "experts"
+ sources_input: List[str] = ["IPCC","IPBES"] # Deprecated -> used only graphs that can only be OWID
+ relevant_content_sources_selection: List[str] = ["Figures (IPCC/IPBES)"]
+ sources_auto: bool = True
+ min_year: int = 1960
+ max_year: int = None
+ documents: Annotated[List[Document], operator.add]
+ related_contents : Annotated[List[Document], operator.add] # Images
+ recommended_content : List[Document] # OWID Graphs # TODO merge with related_contents
+ search_only : bool = False
+ reports : List[str] = []
+ drias_data: pd.DataFrame
+ drias_sql_query : str
+
+def dummy(state):
+ return
+
+def search(state): #TODO
+ return
+
+def answer_search(state):#TODO
+ return
+
+def route_intent(state):
+ intent = state["intent"]
+ if intent in ["chitchat","esg"]:
+ return "answer_chitchat"
+ # elif intent == "ai_impact":
+ # return "answer_ai_impact"
+ else:
+ # Search route
+ return "answer_climate"
+
+def chitchat_route_intent(state):
+ intent = state["search_graphs_chitchat"]
+ if intent is True:
+ return END #TODO
+ elif intent is False:
+ return END
+
+def route_translation(state):
+ if state["language"].lower() == "english":
+ return "transform_query"
+ else:
+ return "transform_query"
+ # return "translate_query" #TODO : add translation
+
+
+def route_based_on_relevant_docs(state,threshold_docs=0.2):
+ docs = [x for x in state["documents"] if x.metadata["reranking_score"] > threshold_docs]
+ print("Route : ", ["answer_rag" if len(docs) > 0 else "answer_rag_no_docs"])
+ if len(docs) > 0:
+ return "answer_rag"
+ else:
+ return "answer_rag_no_docs"
+
+def route_continue_retrieve_documents(state):
+ index_question_ipx = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "IPx"]
+ questions_ipx_finished = all(elem in state["handled_questions_index"] for elem in index_question_ipx)
+ if questions_ipx_finished:
+ return "end_retrieve_IPx_documents"
+ else:
+ return "retrieve_documents"
+
+def route_continue_retrieve_local_documents(state):
+ index_question_poc = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "POC"]
+ questions_poc_finished = all(elem in state["handled_questions_index"] for elem in index_question_poc)
+ # if questions_poc_finished and state["search_only"]:
+ # return END
+ if questions_poc_finished or ("POC region" not in state["relevant_content_sources_selection"]):
+ return "end_retrieve_local_documents"
+ else:
+ return "retrieve_local_data"
+
+def route_retrieve_documents(state):
+ sources_to_retrieve = []
+
+ if "Graphs (OurWorldInData)" in state["relevant_content_sources_selection"] :
+ sources_to_retrieve.append("retrieve_graphs")
+
+ if sources_to_retrieve == []:
+ return END
+ return sources_to_retrieve
+
+def make_id_dict(values):
+ return {k:k for k in values}
+
+def make_graph_agent(llm, vectorstore_ipcc, vectorstore_graphs, vectorstore_region, reranker, threshold_docs=0.2):
+
+ workflow = StateGraph(GraphState)
+
+ # Define the node functions
+ categorize_intent = make_intent_categorization_node(llm)
+ transform_query = make_query_transform_node(llm)
+ translate_query = make_translation_node(llm)
+ answer_chitchat = make_chitchat_node(llm)
+ answer_ai_impact = make_ai_impact_node(llm)
+ retrieve_documents = make_IPx_retriever_node(vectorstore_ipcc, reranker, llm)
+ retrieve_graphs = make_graph_retriever_node(vectorstore_graphs, reranker)
+ # retrieve_local_data = make_POC_retriever_node(vectorstore_region, reranker, llm)
+ answer_rag = make_rag_node(llm, with_docs=True)
+ answer_rag_no_docs = make_rag_node(llm, with_docs=False)
+ chitchat_categorize_intent = make_chitchat_intent_categorization_node(llm)
+
+ # Define the nodes
+ # workflow.add_node("set_defaults", set_defaults)
+ workflow.add_node("categorize_intent", categorize_intent)
+ workflow.add_node("answer_climate", dummy)
+ workflow.add_node("answer_search", answer_search)
+ workflow.add_node("transform_query", transform_query)
+ workflow.add_node("translate_query", translate_query)
+ workflow.add_node("answer_chitchat", answer_chitchat)
+ workflow.add_node("chitchat_categorize_intent", chitchat_categorize_intent)
+ workflow.add_node("retrieve_graphs", retrieve_graphs)
+ # workflow.add_node("retrieve_local_data", retrieve_local_data)
+ workflow.add_node("retrieve_graphs_chitchat", retrieve_graphs)
+ workflow.add_node("retrieve_documents", retrieve_documents)
+ workflow.add_node("answer_rag", answer_rag)
+ workflow.add_node("answer_rag_no_docs", answer_rag_no_docs)
+
+ # Entry point
+ workflow.set_entry_point("categorize_intent")
+
+ # CONDITIONAL EDGES
+ workflow.add_conditional_edges(
+ "categorize_intent",
+ route_intent,
+ make_id_dict(["answer_chitchat","answer_climate"])
+ )
+
+ workflow.add_conditional_edges(
+ "chitchat_categorize_intent",
+ chitchat_route_intent,
+ make_id_dict(["retrieve_graphs_chitchat", END])
+ )
+
+ workflow.add_conditional_edges(
+ "answer_climate",
+ route_translation,
+ make_id_dict(["translate_query","transform_query"])
+ )
+
+ workflow.add_conditional_edges(
+ "answer_search",
+ lambda x : route_based_on_relevant_docs(x,threshold_docs=threshold_docs),
+ make_id_dict(["answer_rag","answer_rag_no_docs"])
+ )
+ workflow.add_conditional_edges(
+ "transform_query",
+ route_retrieve_documents,
+ make_id_dict(["retrieve_graphs", END])
+ )
+
+ # Define the edges
+ workflow.add_edge("translate_query", "transform_query")
+ workflow.add_edge("transform_query", "retrieve_documents") #TODO put back
+ # workflow.add_edge("transform_query", "retrieve_local_data")
+ # workflow.add_edge("transform_query", END) # TODO remove
+
+ workflow.add_edge("retrieve_graphs", END)
+ workflow.add_edge("answer_rag", END)
+ workflow.add_edge("answer_rag_no_docs", END)
+ workflow.add_edge("answer_chitchat", "chitchat_categorize_intent")
+ workflow.add_edge("retrieve_graphs_chitchat", END)
+
+ # workflow.add_edge("retrieve_local_data", "answer_search")
+ workflow.add_edge("retrieve_documents", "answer_search")
+
+ # Compile
+ app = workflow.compile()
+ return app
+
+def make_graph_agent_poc(llm, vectorstore_ipcc, vectorstore_graphs, vectorstore_region, reranker, version:str, threshold_docs=0.2):
+ """_summary_
+
+ Args:
+ llm (_type_): _description_
+ vectorstore_ipcc (_type_): _description_
+ vectorstore_graphs (_type_): _description_
+ vectorstore_region (_type_): _description_
+ reranker (_type_): _description_
+ version (str): version of the parsed documents (e.g "v4")
+ threshold_docs (float, optional): _description_. Defaults to 0.2.
+
+ Returns:
+ _type_: _description_
+ """
+
+
+ workflow = StateGraph(GraphState)
+
+ # Define the node functions
+ categorize_intent = make_intent_categorization_node(llm)
+ transform_query = make_query_transform_node(llm)
+ translate_query = make_translation_node(llm)
+ answer_chitchat = make_chitchat_node(llm)
+ answer_ai_impact = make_ai_impact_node(llm)
+ retrieve_documents = make_IPx_retriever_node(vectorstore_ipcc, reranker, llm)
+ retrieve_graphs = make_graph_retriever_node(vectorstore_graphs, reranker)
+ # retrieve_local_data = make_POC_retriever_node(vectorstore_region, reranker, llm)
+ retrieve_local_data = make_POC_by_ToC_retriever_node(vectorstore_region, reranker, llm, version=version)
+ answer_rag = make_rag_node(llm, with_docs=True)
+ answer_rag_no_docs = make_rag_node(llm, with_docs=False)
+ chitchat_categorize_intent = make_chitchat_intent_categorization_node(llm)
+ # retrieve_drias_data = make_drias_retriever_node(llm) # WIP
+
+ # Define the nodes
+ # workflow.add_node("set_defaults", set_defaults)
+ workflow.add_node("categorize_intent", categorize_intent)
+ workflow.add_node("answer_climate", dummy)
+ workflow.add_node("answer_search", answer_search)
+ # workflow.add_node("end_retrieve_local_documents", dummy)
+ # workflow.add_node("end_retrieve_IPx_documents", dummy)
+ workflow.add_node("transform_query", transform_query)
+ workflow.add_node("translate_query", translate_query)
+ workflow.add_node("answer_chitchat", answer_chitchat)
+ workflow.add_node("chitchat_categorize_intent", chitchat_categorize_intent)
+ workflow.add_node("retrieve_graphs", retrieve_graphs)
+ workflow.add_node("retrieve_local_data", retrieve_local_data)
+ workflow.add_node("retrieve_graphs_chitchat", retrieve_graphs)
+ workflow.add_node("retrieve_documents", retrieve_documents)
+ workflow.add_node("answer_rag", answer_rag)
+ workflow.add_node("answer_rag_no_docs", answer_rag_no_docs)
+ # workflow.add_node("retrieve_drias_data", retrieve_drias_data)# WIP
+
+ # Entry point
+ workflow.set_entry_point("categorize_intent")
+
+ # CONDITIONAL EDGES
+ workflow.add_conditional_edges(
+ "categorize_intent",
+ route_intent,
+ make_id_dict(["answer_chitchat","answer_climate"])
+ )
+
+ workflow.add_conditional_edges(
+ "chitchat_categorize_intent",
+ chitchat_route_intent,
+ make_id_dict(["retrieve_graphs_chitchat", END])
+ )
+
+ workflow.add_conditional_edges(
+ "answer_climate",
+ route_translation,
+ make_id_dict(["translate_query","transform_query"])
+ )
+
+ workflow.add_conditional_edges(
+ "answer_search",
+ lambda x : route_based_on_relevant_docs(x,threshold_docs=threshold_docs),
+ make_id_dict(["answer_rag","answer_rag_no_docs"])
+ )
+ workflow.add_conditional_edges(
+ "transform_query",
+ route_retrieve_documents,
+ make_id_dict(["retrieve_graphs", END])
+ )
+
+ # Define the edges
+ workflow.add_edge("translate_query", "transform_query")
+ workflow.add_edge("transform_query", "retrieve_documents") #TODO put back
+ workflow.add_edge("transform_query", "retrieve_local_data")
+ # workflow.add_edge("transform_query", END) # TODO remove
+
+ workflow.add_edge("retrieve_graphs", END)
+ workflow.add_edge("answer_rag", END)
+ workflow.add_edge("answer_rag_no_docs", END)
+ workflow.add_edge("answer_chitchat", "chitchat_categorize_intent")
+ workflow.add_edge("retrieve_graphs_chitchat", END)
+
+ workflow.add_edge("retrieve_local_data", "answer_search")
+ workflow.add_edge("retrieve_documents", "answer_search")
+
+ # workflow.add_edge("transform_query", "retrieve_drias_data")
+ # workflow.add_edge("retrieve_drias_data", END)
+
+
+ # Compile
+ app = workflow.compile()
+ return app
+
+
+
+
+def display_graph(app):
+
+ display(
+ Image(
+ app.get_graph(xray = True).draw_mermaid_png(
+ draw_method=MermaidDrawMethod.API,
+ )
+ )
+ )
diff --git a/climateqa/engine/graph_retriever.py b/climateqa/engine/graph_retriever.py
new file mode 100644
index 0000000000000000000000000000000000000000..ed7349995c9989f6159a57c263df2611556bade3
--- /dev/null
+++ b/climateqa/engine/graph_retriever.py
@@ -0,0 +1,88 @@
+from langchain_core.retrievers import BaseRetriever
+from langchain_core.documents.base import Document
+from langchain_core.vectorstores import VectorStore
+from langchain_core.callbacks.manager import CallbackManagerForRetrieverRun
+
+from typing import List
+
+# class GraphRetriever(BaseRetriever):
+# vectorstore:VectorStore
+# sources:list = ["OWID"] # plus tard ajouter OurWorldInData # faudra integrate avec l'autre retriever
+# threshold:float = 0.5
+# k_total:int = 10
+
+# def _get_relevant_documents(
+# self, query: str, *, run_manager: CallbackManagerForRetrieverRun
+# ) -> List[Document]:
+
+# # Check if all elements in the list are IEA or OWID
+# assert isinstance(self.sources,list)
+# assert self.sources
+# assert any([x in ["OWID"] for x in self.sources])
+
+# # Prepare base search kwargs
+# filters = {}
+
+# filters["source"] = {"$in": self.sources}
+
+# docs = self.vectorstore.similarity_search_with_score(query=query, filter=filters, k=self.k_total)
+
+# # Filter if scores are below threshold
+# docs = [x for x in docs if x[1] > self.threshold]
+
+# # Remove duplicate documents
+# unique_docs = []
+# seen_docs = []
+# for i, doc in enumerate(docs):
+# if doc[0].page_content not in seen_docs:
+# unique_docs.append(doc)
+# seen_docs.append(doc[0].page_content)
+
+# # Add score to metadata
+# results = []
+# for i,(doc,score) in enumerate(unique_docs):
+# doc.metadata["similarity_score"] = score
+# doc.metadata["content"] = doc.page_content
+# results.append(doc)
+
+# return results
+
+async def retrieve_graphs(
+ query: str,
+ vectorstore:VectorStore,
+ sources:list = ["OWID"], # plus tard ajouter OurWorldInData # faudra integrate avec l'autre retriever
+ threshold:float = 0.5,
+ k_total:int = 10,
+)-> List[Document]:
+
+ # Check if all elements in the list are IEA or OWID
+ assert isinstance(sources,list)
+ assert sources
+ assert any([x in ["OWID"] for x in sources])
+
+ # Prepare base search kwargs
+ filters = {}
+
+ filters["source"] = {"$in": sources}
+
+ docs = vectorstore.similarity_search_with_score(query=query, filter=filters, k=k_total)
+
+ # Filter if scores are below threshold
+ docs = [x for x in docs if x[1] > threshold]
+
+ # Remove duplicate documents
+ unique_docs = []
+ seen_docs = []
+ for i, doc in enumerate(docs):
+ if doc[0].page_content not in seen_docs:
+ unique_docs.append(doc)
+ seen_docs.append(doc[0].page_content)
+
+ # Add score to metadata
+ results = []
+ for i,(doc,score) in enumerate(unique_docs):
+ doc.metadata["similarity_score"] = score
+ doc.metadata["content"] = doc.page_content
+ results.append(doc)
+
+ return results
\ No newline at end of file
diff --git a/climateqa/engine/keywords.py b/climateqa/engine/keywords.py
index 0101d6fba957bf981fd3b282b4808be98c6eec07..4a1758d7d5cbbf5af730842b6c513670b9b67aae 100644
--- a/climateqa/engine/keywords.py
+++ b/climateqa/engine/keywords.py
@@ -11,10 +11,12 @@ class KeywordsOutput(BaseModel):
keywords: list = Field(
description="""
- Generate 1 or 2 relevant keywords from the user query to ask a search engine for scientific research papers.
+ Generate 1 or 2 relevant keywords from the user query to ask a search engine for scientific research papers. Answer only with English keywords.
+ Do not use special characters or accents.
Example:
- "What is the impact of deep sea mining ?" -> ["deep sea mining"]
+ - "Quel est l'impact de l'exploitation miniรจre en haute mer ?" -> ["deep sea mining"]
- "How will El Nino be impacted by climate change" -> ["el nino"]
- "Is climate change a hoax" -> [Climate change","hoax"]
"""
diff --git a/climateqa/engine/llm/__init__.py b/climateqa/engine/llm/__init__.py
index d30c510ecc4641865d3edb6ed9ba8eebe9043cc8..6e9b20b406a757cc0ec1c26fafe207560b8305cc 100644
--- a/climateqa/engine/llm/__init__.py
+++ b/climateqa/engine/llm/__init__.py
@@ -1,5 +1,6 @@
from climateqa.engine.llm.openai import get_llm as get_openai_llm
from climateqa.engine.llm.azure import get_llm as get_azure_llm
+from climateqa.engine.llm.ollama import get_llm as get_ollama_llm
def get_llm(provider="openai",**kwargs):
@@ -8,6 +9,8 @@ def get_llm(provider="openai",**kwargs):
return get_openai_llm(**kwargs)
elif provider == "azure":
return get_azure_llm(**kwargs)
+ elif provider == "ollama":
+ return get_ollama_llm(**kwargs)
else:
raise ValueError(f"Unknown provider: {provider}")
diff --git a/climateqa/engine/llm/ollama.py b/climateqa/engine/llm/ollama.py
new file mode 100644
index 0000000000000000000000000000000000000000..453a3347738a2c97d2531d480d01a62fb6b4d387
--- /dev/null
+++ b/climateqa/engine/llm/ollama.py
@@ -0,0 +1,6 @@
+
+
+from langchain_community.llms import Ollama
+
+def get_llm(model="llama3", **kwargs):
+ return Ollama(model=model, **kwargs)
\ No newline at end of file
diff --git a/climateqa/engine/llm/openai.py b/climateqa/engine/llm/openai.py
index c8e0db9dcc55480774a6c31b01c6660546e6f3d4..c85b892cd6e41d51996f4c4deedfedbf1e042bc9 100644
--- a/climateqa/engine/llm/openai.py
+++ b/climateqa/engine/llm/openai.py
@@ -7,7 +7,7 @@ try:
except Exception:
pass
-def get_llm(model="gpt-3.5-turbo-0125",max_tokens=1024, temperature=0.0, streaming=True,timeout=30, **kwargs):
+def get_llm(model="gpt-4o-mini",max_tokens=1024, temperature=0.0, streaming=True,timeout=30, **kwargs):
llm = ChatOpenAI(
model=model,
diff --git a/climateqa/engine/rag.py b/climateqa/engine/rag.py
deleted file mode 100644
index fc6d93a50e2e16045e1967591f541d527f437746..0000000000000000000000000000000000000000
--- a/climateqa/engine/rag.py
+++ /dev/null
@@ -1,134 +0,0 @@
-from operator import itemgetter
-
-from langchain_core.prompts import ChatPromptTemplate
-from langchain_core.output_parsers import StrOutputParser
-from langchain_core.runnables import RunnablePassthrough, RunnableLambda, RunnableBranch
-from langchain_core.prompts.prompt import PromptTemplate
-from langchain_core.prompts.base import format_document
-
-from climateqa.engine.reformulation import make_reformulation_chain
-from climateqa.engine.prompts import answer_prompt_template,answer_prompt_without_docs_template,answer_prompt_images_template
-from climateqa.engine.prompts import papers_prompt_template
-from climateqa.engine.utils import pass_values, flatten_dict,prepare_chain,rename_chain
-from climateqa.engine.keywords import make_keywords_chain
-
-DEFAULT_DOCUMENT_PROMPT = PromptTemplate.from_template(template="{page_content}")
-
-def _combine_documents(
- docs, document_prompt=DEFAULT_DOCUMENT_PROMPT, sep="\n\n"
-):
-
- doc_strings = []
-
- for i,doc in enumerate(docs):
- # chunk_type = "Doc" if doc.metadata["chunk_type"] == "text" else "Image"
- chunk_type = "Doc"
- if isinstance(doc,str):
- doc_formatted = doc
- else:
- doc_formatted = format_document(doc, document_prompt)
- doc_string = f"{chunk_type} {i+1}: " + doc_formatted
- doc_string = doc_string.replace("\n"," ")
- doc_strings.append(doc_string)
-
- return sep.join(doc_strings)
-
-
-def get_text_docs(x):
- return [doc for doc in x if doc.metadata["chunk_type"] == "text"]
-
-def get_image_docs(x):
- return [doc for doc in x if doc.metadata["chunk_type"] == "image"]
-
-
-def make_rag_chain(retriever,llm):
-
- # Construct the prompt
- prompt = ChatPromptTemplate.from_template(answer_prompt_template)
- prompt_without_docs = ChatPromptTemplate.from_template(answer_prompt_without_docs_template)
-
- # ------- CHAIN 0 - Reformulation
- reformulation = make_reformulation_chain(llm)
- reformulation = prepare_chain(reformulation,"reformulation")
-
- # ------- Find all keywords from the reformulated query
- keywords = make_keywords_chain(llm)
- keywords = {"keywords":itemgetter("question") | keywords}
- keywords = prepare_chain(keywords,"keywords")
-
- # ------- CHAIN 1
- # Retrieved documents
- find_documents = {"docs": itemgetter("question") | retriever} | RunnablePassthrough()
- find_documents = prepare_chain(find_documents,"find_documents")
-
- # ------- CHAIN 2
- # Construct inputs for the llm
- input_documents = {
- "context":lambda x : _combine_documents(x["docs"]),
- **pass_values(["question","audience","language","keywords"])
- }
-
- # ------- CHAIN 3
- # Bot answer
- llm_final = rename_chain(llm,"answer")
-
- answer_with_docs = {
- "answer": input_documents | prompt | llm_final | StrOutputParser(),
- **pass_values(["question","audience","language","query","docs","keywords"]),
- }
-
- answer_without_docs = {
- "answer": prompt_without_docs | llm_final | StrOutputParser(),
- **pass_values(["question","audience","language","query","docs","keywords"]),
- }
-
- # def has_images(x):
- # image_docs = [doc for doc in x["docs"] if doc.metadata["chunk_type"]=="image"]
- # return len(image_docs) > 0
-
- def has_docs(x):
- return len(x["docs"]) > 0
-
- answer = RunnableBranch(
- (lambda x: has_docs(x), answer_with_docs),
- answer_without_docs,
- )
-
-
- # ------- FINAL CHAIN
- # Build the final chain
- rag_chain = reformulation | keywords | find_documents | answer
-
- return rag_chain
-
-
-def make_rag_papers_chain(llm):
-
- prompt = ChatPromptTemplate.from_template(papers_prompt_template)
-
- input_documents = {
- "context":lambda x : _combine_documents(x["docs"]),
- **pass_values(["question","language"])
- }
-
- chain = input_documents | prompt | llm | StrOutputParser()
- chain = rename_chain(chain,"answer")
-
- return chain
-
-
-
-
-
-
-def make_illustration_chain(llm):
-
- prompt_with_images = ChatPromptTemplate.from_template(answer_prompt_images_template)
-
- input_description_images = {
- "images":lambda x : _combine_documents(get_image_docs(x["docs"])),
- **pass_values(["question","audience","language","answer"]),
- }
-
- illustration_chain = input_description_images | prompt_with_images | llm | StrOutputParser()
- return illustration_chain
\ No newline at end of file
diff --git a/climateqa/engine/reranker.py b/climateqa/engine/reranker.py
new file mode 100644
index 0000000000000000000000000000000000000000..3af8c57fb1e8c8465321fa096b3bf9bd618ccf00
--- /dev/null
+++ b/climateqa/engine/reranker.py
@@ -0,0 +1,55 @@
+import os
+from dotenv import load_dotenv
+from scipy.special import expit, logit
+from rerankers import Reranker
+from sentence_transformers import CrossEncoder
+
+load_dotenv()
+
+def get_reranker(model = "nano", cohere_api_key = None):
+
+ assert model in ["nano","tiny","small","large", "jina"]
+
+ if model == "nano":
+ reranker = Reranker('ms-marco-TinyBERT-L-2-v2', model_type='flashrank')
+ elif model == "tiny":
+ reranker = Reranker('ms-marco-MiniLM-L-12-v2', model_type='flashrank')
+ elif model == "small":
+ reranker = Reranker("mixedbread-ai/mxbai-rerank-xsmall-v1", model_type='cross-encoder')
+ elif model == "large":
+ if cohere_api_key is None:
+ cohere_api_key = os.environ["COHERE_API_KEY"]
+ reranker = Reranker("cohere", lang='en', api_key = cohere_api_key)
+ elif model == "jina":
+ # Reached token quota so does not work
+ reranker = Reranker("jina-reranker-v2-base-multilingual", api_key = os.getenv("JINA_RERANKER_API_KEY"))
+ # marche pas sans gpu ? et anyways returns with another structure donc faudrait changer le code du retriever node
+ # reranker = CrossEncoder("jinaai/jina-reranker-v2-base-multilingual", automodel_args={"torch_dtype": "auto"}, trust_remote_code=True,)
+ return reranker
+
+
+
+def rerank_docs(reranker,docs,query):
+ if docs == []:
+ return []
+
+ # Get a list of texts from langchain docs
+ input_docs = [x.page_content for x in docs]
+
+ # Rerank using rerankers library
+ results = reranker.rank(query=query, docs=input_docs)
+
+ # Prepare langchain list of docs
+ docs_reranked = []
+ for result in results.results:
+ doc_id = result.document.doc_id
+ doc = docs[doc_id]
+ doc.metadata["reranking_score"] = result.score
+ doc.metadata["query_used_for_retrieval"] = query
+ docs_reranked.append(doc)
+ return docs_reranked
+
+def rerank_and_sort_docs(reranker, docs, query):
+ docs_reranked = rerank_docs(reranker,docs,query)
+ docs_reranked = sorted(docs_reranked, key=lambda x: x.metadata["reranking_score"], reverse=True)
+ return docs_reranked
\ No newline at end of file
diff --git a/climateqa/engine/retriever.py b/climateqa/engine/retriever.py
deleted file mode 100644
index a366f2e718b2ab53f7ff81870a5a780dee2e4d93..0000000000000000000000000000000000000000
--- a/climateqa/engine/retriever.py
+++ /dev/null
@@ -1,163 +0,0 @@
-# https://github.com/langchain-ai/langchain/issues/8623
-
-import pandas as pd
-
-from langchain_core.retrievers import BaseRetriever
-from langchain_core.vectorstores import VectorStoreRetriever
-from langchain_core.documents.base import Document
-from langchain_core.vectorstores import VectorStore
-from langchain_core.callbacks.manager import CallbackManagerForRetrieverRun
-
-from typing import List
-from pydantic import Field
-
-class ClimateQARetriever(BaseRetriever):
- vectorstore:VectorStore
- sources:list = ["IPCC","IPBES","IPOS"]
- reports:list = []
- threshold:float = 0.6
- k_summary:int = 3
- k_total:int = 10
- namespace:str = "vectors",
- min_size:int = 200,
-
-
- def _get_relevant_documents(
- self, query: str, *, run_manager: CallbackManagerForRetrieverRun
- ) -> List[Document]:
-
- # Check if all elements in the list are either IPCC or IPBES
- assert isinstance(self.sources,list)
- assert all([x in ["IPCC","IPBES","IPOS"] for x in self.sources])
- assert self.k_total > self.k_summary, "k_total should be greater than k_summary"
-
- # Prepare base search kwargs
- filters = {}
-
- if len(self.reports) > 0:
- filters["short_name"] = {"$in":self.reports}
- else:
- filters["source"] = { "$in":self.sources}
-
- # Search for k_summary documents in the summaries dataset
- filters_summaries = {
- **filters,
- "report_type": { "$in":["SPM"]},
- }
-
- docs_summaries = self.vectorstore.similarity_search_with_score(query=query,filter = filters_summaries,k = self.k_summary)
- docs_summaries = [x for x in docs_summaries if x[1] > self.threshold]
-
- # Search for k_total - k_summary documents in the full reports dataset
- filters_full = {
- **filters,
- "report_type": { "$nin":["SPM"]},
- }
- k_full = self.k_total - len(docs_summaries)
- docs_full = self.vectorstore.similarity_search_with_score(query=query,filter = filters_full,k = k_full)
-
- # Concatenate documents
- docs = docs_summaries + docs_full
-
- # Filter if scores are below threshold
- docs = [x for x in docs if len(x[0].page_content) > self.min_size]
- # docs = [x for x in docs if x[1] > self.threshold]
-
- # Add score to metadata
- results = []
- for i,(doc,score) in enumerate(docs):
- doc.metadata["similarity_score"] = score
- doc.metadata["content"] = doc.page_content
- doc.metadata["page_number"] = int(doc.metadata["page_number"]) + 1
- # doc.page_content = f"""Doc {i+1} - {doc.metadata['short_name']}: {doc.page_content}"""
- results.append(doc)
-
- # Sort by score
- # results = sorted(results,key = lambda x : x.metadata["similarity_score"],reverse = True)
-
- return results
-
-
-
-
-# def filter_summaries(df,k_summary = 3,k_total = 10):
-# # assert source in ["IPCC","IPBES","ALL"], "source arg should be in (IPCC,IPBES,ALL)"
-
-# # # Filter by source
-# # if source == "IPCC":
-# # df = df.loc[df["source"]=="IPCC"]
-# # elif source == "IPBES":
-# # df = df.loc[df["source"]=="IPBES"]
-# # else:
-# # pass
-
-# # Separate summaries and full reports
-# df_summaries = df.loc[df["report_type"].isin(["SPM","TS"])]
-# df_full = df.loc[~df["report_type"].isin(["SPM","TS"])]
-
-# # Find passages from summaries dataset
-# passages_summaries = df_summaries.head(k_summary)
-
-# # Find passages from full reports dataset
-# passages_fullreports = df_full.head(k_total - len(passages_summaries))
-
-# # Concatenate passages
-# passages = pd.concat([passages_summaries,passages_fullreports],axis = 0,ignore_index = True)
-# return passages
-
-
-
-
-# def retrieve_with_summaries(query,retriever,k_summary = 3,k_total = 10,sources = ["IPCC","IPBES"],max_k = 100,threshold = 0.555,as_dict = True,min_length = 300):
-# assert max_k > k_total
-
-# validated_sources = ["IPCC","IPBES"]
-# sources = [x for x in sources if x in validated_sources]
-# filters = {
-# "source": { "$in": sources },
-# }
-# print(filters)
-
-# # Retrieve documents
-# docs = retriever.retrieve(query,top_k = max_k,filters = filters)
-
-# # Filter by score
-# docs = [{**x.meta,"score":x.score,"content":x.content} for x in docs if x.score > threshold]
-
-# if len(docs) == 0:
-# return []
-# res = pd.DataFrame(docs)
-# passages_df = filter_summaries(res,k_summary,k_total)
-# if as_dict:
-# contents = passages_df["content"].tolist()
-# meta = passages_df.drop(columns = ["content"]).to_dict(orient = "records")
-# passages = []
-# for i in range(len(contents)):
-# passages.append({"content":contents[i],"meta":meta[i]})
-# return passages
-# else:
-# return passages_df
-
-
-
-# def retrieve(query,sources = ["IPCC"],threshold = 0.555,k = 10):
-
-
-# print("hellooooo")
-
-# # Reformulate queries
-# reformulated_query,language = reformulate(query)
-
-# print(reformulated_query)
-
-# # Retrieve documents
-# passages = retrieve_with_summaries(reformulated_query,retriever,k_total = k,k_summary = 3,as_dict = True,sources = sources,threshold = threshold)
-# response = {
-# "query":query,
-# "reformulated_query":reformulated_query,
-# "language":language,
-# "sources":passages,
-# "prompts":{"init_prompt":init_prompt,"sources_prompt":sources_prompt},
-# }
-# return response
-
diff --git a/climateqa/engine/talk_to_data/main.py b/climateqa/engine/talk_to_data/main.py
new file mode 100644
index 0000000000000000000000000000000000000000..a69704a4abe1a39faa151c3bbb11c8806cd1693b
--- /dev/null
+++ b/climateqa/engine/talk_to_data/main.py
@@ -0,0 +1,60 @@
+from climateqa.engine.talk_to_data.myVanna import MyVanna
+from climateqa.engine.talk_to_data.utils import loc2coords, detect_location_with_openai, detectTable, nearestNeighbourSQL, detect_relevant_tables, replace_coordonates
+import sqlite3
+import os
+import pandas as pd
+from climateqa.engine.llm import get_llm
+
+from dotenv import load_dotenv
+import ast
+
+load_dotenv()
+
+
+OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
+PC_API_KEY = os.getenv('VANNA_PINECONE_API_KEY')
+INDEX_NAME = os.getenv('VANNA_INDEX_NAME')
+VANNA_MODEL = os.getenv('VANNA_MODEL')
+
+
+#Vanna object
+vn = MyVanna(config = {"temperature": 0, "api_key": OPENAI_API_KEY, 'model': VANNA_MODEL, 'pc_api_key': PC_API_KEY, 'index_name': INDEX_NAME, "top_k" : 4})
+db_vanna_path = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))), "data/drias/drias.db")
+vn.connect_to_sqlite(db_vanna_path)
+
+llm = get_llm(provider="openai")
+
+def ask_llm_to_add_table_names(sql_query, llm):
+ sql_with_table_names = llm.invoke(f"Make the following sql query display the source table in the rows {sql_query}. Just answer the query. The answer should not include ```sql\n").content
+ return sql_with_table_names
+
+def ask_llm_column_names(sql_query, llm):
+ columns = llm.invoke(f"From the given sql query, list the columns that are being selected. The answer should only be a python list. Just answer the list. The SQL query : {sql_query}").content
+ columns_list = ast.literal_eval(columns.strip("```python\n").strip())
+ return columns_list
+
+def ask_vanna(query):
+ try :
+ location = detect_location_with_openai(OPENAI_API_KEY, query)
+ if location:
+
+ coords = loc2coords(location)
+ user_input = query.lower().replace(location.lower(), f"lat, long : {coords}")
+
+ relevant_tables = detect_relevant_tables(user_input, llm)
+ coords_tables = [nearestNeighbourSQL(db_vanna_path, coords, relevant_tables[i]) for i in range(len(relevant_tables))]
+ user_input_with_coords = replace_coordonates(coords, user_input, coords_tables)
+
+ sql_query, result_dataframe, figure = vn.ask(user_input_with_coords, print_results=False, allow_llm_to_see_data=True, auto_train=False)
+
+ return sql_query, result_dataframe, figure
+
+ else :
+ empty_df = pd.DataFrame()
+ empty_fig = {}
+ return "", empty_df, empty_fig
+ except Exception as e:
+ print(f"Error: {e}")
+ empty_df = pd.DataFrame()
+ empty_fig = {}
+ return "", empty_df, empty_fig
\ No newline at end of file
diff --git a/climateqa/engine/talk_to_data/myVanna.py b/climateqa/engine/talk_to_data/myVanna.py
new file mode 100644
index 0000000000000000000000000000000000000000..fe5e9282b8b4b75aaf716c6600346fbe209f65d0
--- /dev/null
+++ b/climateqa/engine/talk_to_data/myVanna.py
@@ -0,0 +1,13 @@
+from dotenv import load_dotenv
+from climateqa.engine.talk_to_data.vanna_class import MyCustomVectorDB
+from vanna.openai import OpenAI_Chat
+import os
+
+load_dotenv()
+
+OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
+
+class MyVanna(MyCustomVectorDB, OpenAI_Chat):
+ def __init__(self, config=None):
+ MyCustomVectorDB.__init__(self, config=config)
+ OpenAI_Chat.__init__(self, config=config)
\ No newline at end of file
diff --git a/climateqa/engine/talk_to_data/utils.py b/climateqa/engine/talk_to_data/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..d926863c87e76b8645655ef83e79f5a351d01218
--- /dev/null
+++ b/climateqa/engine/talk_to_data/utils.py
@@ -0,0 +1,98 @@
+import re
+import openai
+import pandas as pd
+from geopy.geocoders import Nominatim
+import sqlite3
+import ast
+
+
+def detect_location_with_openai(api_key, sentence):
+ """
+ Detects locations in a sentence using OpenAI's API.
+ """
+ openai.api_key = api_key
+
+ prompt = f"""
+ Extract all locations (cities, countries, states, or geographical areas) mentioned in the following sentence.
+ Return the result as a Python list. If no locations are mentioned, return an empty list.
+
+ Sentence: "{sentence}"
+ """
+
+ response = openai.chat.completions.create(
+ model="gpt-4o-mini",
+ messages=[
+ {"role": "system", "content": "You are a helpful assistant skilled in identifying locations in text."},
+ {"role": "user", "content": prompt}
+ ],
+ max_tokens=100,
+ temperature=0
+ )
+
+ return response.choices[0].message.content.split("\n")[1][2:-2]
+
+
+def detectTable(sql_query):
+ pattern = r'(?i)\bFROM\s+((?:`[^`]+`|"[^"]+"|\'[^\']+\'|\w+)(?:\.(?:`[^`]+`|"[^"]+"|\'[^\']+\'|\w+))*)'
+ matches = re.findall(pattern, sql_query)
+ return matches
+
+
+
+def loc2coords(location : str):
+ geolocator = Nominatim(user_agent="city_to_latlong")
+ location = geolocator.geocode(location)
+ return (location.latitude, location.longitude)
+
+
+def coords2loc(coords : tuple):
+ geolocator = Nominatim(user_agent="coords_to_city")
+ try:
+ location = geolocator.reverse(coords)
+ return location.address
+ except Exception as e:
+ print(f"Error: {e}")
+ return "Unknown Location"
+
+
+def nearestNeighbourSQL(db: str, location: tuple, table : str):
+ conn = sqlite3.connect(db)
+ long = round(location[1], 3)
+ lat = round(location[0], 3)
+ cursor = conn.cursor()
+ cursor.execute(f"SELECT lat, lon FROM {table} WHERE lat BETWEEN {lat - 0.3} AND {lat + 0.3} AND lon BETWEEN {long - 0.3} AND {long + 0.3}")
+ results = cursor.fetchall()
+ return results[0]
+
+def detect_relevant_tables(user_question, llm):
+ table_names_list = [
+ "Frequency_of_rainy_days_index",
+ "Winter_precipitation_total",
+ "Summer_precipitation_total",
+ "Annual_precipitation_total",
+ # "Remarkable_daily_precipitation_total_(Q99)",
+ "Frequency_of_remarkable_daily_precipitation",
+ "Extreme_precipitation_intensity",
+ "Mean_winter_temperature",
+ "Mean_summer_temperature",
+ "Number_of_tropical_nights",
+ "Maximum_summer_temperature",
+ "Number_of_days_with_Tx_above_30C",
+ "Number_of_days_with_Tx_above_35C",
+ "Drought_index"
+ ]
+ prompt = (
+ f"You are helping to build a sql query to retrieve relevant data for a user question."
+ f"The different tables are {table_names_list}."
+ f"The user question is {user_question}. Write the relevant tables to use. Answer only a python list of table name."
+ )
+ table_names = ast.literal_eval(llm.invoke(prompt).content.strip("```python\n").strip())
+ return table_names
+
+def replace_coordonates(coords, query, coords_tables):
+ n = query.count(str(coords[0]))
+
+ for i in range(n):
+ query = query.replace(str(coords[0]), str(coords_tables[i][0]),1)
+ query = query.replace(str(coords[1]), str(coords_tables[i][1]),1)
+ return query
\ No newline at end of file
diff --git a/climateqa/engine/talk_to_data/vanna_class.py b/climateqa/engine/talk_to_data/vanna_class.py
new file mode 100644
index 0000000000000000000000000000000000000000..f1ab07834204087a96be050a3daa4814cdca06be
--- /dev/null
+++ b/climateqa/engine/talk_to_data/vanna_class.py
@@ -0,0 +1,325 @@
+from vanna.base import VannaBase
+from pinecone import Pinecone
+from climateqa.engine.embeddings import get_embeddings_function
+import pandas as pd
+import hashlib
+
+class MyCustomVectorDB(VannaBase):
+
+ """
+ VectorDB class for storing and retrieving vectors from Pinecone.
+
+ args :
+ config (dict) : Configuration dictionary containing the Pinecone API key and the index name :
+ - pc_api_key (str) : Pinecone API key
+ - index_name (str) : Pinecone index name
+ - top_k (int) : Number of top results to return (default = 2)
+
+ """
+
+ def __init__(self,config):
+ super().__init__(config = config)
+ try :
+ self.api_key = config.get('pc_api_key')
+ self.index_name = config.get('index_name')
+ except :
+ raise Exception("Please provide the Pinecone API key and the index name")
+
+ self.pc = Pinecone(api_key = self.api_key)
+ self.index = self.pc.Index(self.index_name)
+ self.top_k = config.get('top_k', 2)
+ self.embeddings = get_embeddings_function()
+
+
+ def check_embedding(self, id, namespace):
+ fetched = self.index.fetch(ids = [id], namespace = namespace)
+ if fetched['vectors'] == {}:
+ return False
+ return True
+
+ def generate_hash_id(self, data: str) -> str:
+ """
+ Generate a unique hash ID for the given data.
+
+ Args:
+ data (str): The input data to hash (e.g., a concatenated string of user attributes).
+
+ Returns:
+ str: A unique hash ID as a hexadecimal string.
+ """
+
+ data_bytes = data.encode('utf-8')
+ hash_object = hashlib.sha256(data_bytes)
+ hash_id = hash_object.hexdigest()
+
+ return hash_id
+
+ def add_ddl(self, ddl: str, **kwargs) -> str:
+ id = self.generate_hash_id(ddl) + '_ddl'
+
+ if self.check_embedding(id, 'ddl'):
+ print(f"DDL having id {id} already exists")
+ return id
+
+ self.index.upsert(
+ vectors = [(id, self.embeddings.embed_query(ddl), {'ddl': ddl})],
+ namespace = 'ddl'
+ )
+
+ return id
+
+ def add_documentation(self, doc: str, **kwargs) -> str:
+ id = self.generate_hash_id(doc) + '_doc'
+
+ if self.check_embedding(id, 'documentation'):
+ print(f"Documentation having id {id} already exists")
+ return id
+
+ self.index.upsert(
+ vectors = [(id, self.embeddings.embed_query(doc), {'doc': doc})],
+ namespace = 'documentation'
+ )
+
+ return id
+
+ def add_question_sql(self, question: str, sql: str, **kwargs) -> str:
+ id = self.generate_hash_id(question) + '_sql'
+
+ if self.check_embedding(id, 'question_sql'):
+ print(f"Question-SQL pair having id {id} already exists")
+ return id
+
+ self.index.upsert(
+ vectors = [(id, self.embeddings.embed_query(question + sql), {'question': question, 'sql': sql})],
+ namespace = 'question_sql'
+ )
+
+ return id
+
+ def get_related_ddl(self, question: str, **kwargs) -> list:
+ res = self.index.query(
+ vector=self.embeddings.embed_query(question),
+ top_k=self.top_k,
+ namespace='ddl',
+ include_metadata=True
+ )
+
+ return [match['metadata']['ddl'] for match in res['matches']]
+
+ def get_related_documentation(self, question: str, **kwargs) -> list:
+ res = self.index.query(
+ vector=self.embeddings.embed_query(question),
+ top_k=self.top_k,
+ namespace='documentation',
+ include_metadata=True
+ )
+
+ return [match['metadata']['doc'] for match in res['matches']]
+
+ def get_similar_question_sql(self, question: str, **kwargs) -> list:
+ res = self.index.query(
+ vector=self.embeddings.embed_query(question),
+ top_k=self.top_k,
+ namespace='question_sql',
+ include_metadata=True
+ )
+
+ return [(match['metadata']['question'], match['metadata']['sql']) for match in res['matches']]
+
+ def get_training_data(self, **kwargs) -> pd.DataFrame:
+
+ list_of_data = []
+
+ namespaces = ['ddl', 'documentation', 'question_sql']
+
+ for namespace in namespaces:
+
+ data = self.index.query(
+ top_k=10000,
+ namespace=namespace,
+ include_metadata=True,
+ include_values=False
+ )
+
+ for match in data['matches']:
+ list_of_data.append(match['metadata'])
+
+ return pd.DataFrame(list_of_data)
+
+
+
+ def remove_training_data(self, id: str, **kwargs) -> bool:
+ if id.endswith("_ddl"):
+ self.Index.delete(ids=[id], namespace="_ddl")
+ return True
+ if id.endswith("_sql"):
+ self.index.delete(ids=[id], namespace="_sql")
+ return True
+
+ if id.endswith("_doc"):
+ self.Index.delete(ids=[id], namespace="_doc")
+ return True
+
+ return False
+
+ def generate_embedding(self, text, **kwargs):
+ # Implement the method here
+ pass
+
+
+ def get_sql_prompt(
+ self,
+ initial_prompt : str,
+ question: str,
+ question_sql_list: list,
+ ddl_list: list,
+ doc_list: list,
+ **kwargs,
+ ):
+ """
+ Example:
+ ```python
+ vn.get_sql_prompt(
+ question="What are the top 10 customers by sales?",
+ question_sql_list=[{"question": "What are the top 10 customers by sales?", "sql": "SELECT * FROM customers ORDER BY sales DESC LIMIT 10"}],
+ ddl_list=["CREATE TABLE customers (id INT, name TEXT, sales DECIMAL)"],
+ doc_list=["The customers table contains information about customers and their sales."],
+ )
+
+ ```
+
+ This method is used to generate a prompt for the LLM to generate SQL.
+
+ Args:
+ question (str): The question to generate SQL for.
+ question_sql_list (list): A list of questions and their corresponding SQL statements.
+ ddl_list (list): A list of DDL statements.
+ doc_list (list): A list of documentation.
+
+ Returns:
+ any: The prompt for the LLM to generate SQL.
+ """
+
+ if initial_prompt is None:
+ initial_prompt = f"You are a {self.dialect} expert. " + \
+ "Please help to generate a SQL query to answer the question. Your response should ONLY be based on the given context and follow the response guidelines and format instructions. "
+
+ initial_prompt = self.add_ddl_to_prompt(
+ initial_prompt, ddl_list, max_tokens=self.max_tokens
+ )
+
+ if self.static_documentation != "":
+ doc_list.append(self.static_documentation)
+
+ initial_prompt = self.add_documentation_to_prompt(
+ initial_prompt, doc_list, max_tokens=self.max_tokens
+ )
+
+ # initial_prompt = self.add_sql_to_prompt(
+ # initial_prompt, question_sql_list, max_tokens=self.max_tokens
+ # )
+
+
+ initial_prompt += (
+ "===Response Guidelines \n"
+ "1. If the provided context is sufficient, please generate a valid SQL query without any explanations for the question. \n"
+ "2. If the provided context is almost sufficient but requires knowledge of a specific string in a particular column, please generate an intermediate SQL query to find the distinct strings in that column. Prepend the query with a comment saying intermediate_sql \n"
+ "3. If the provided context is insufficient, please give a sql query based on your knowledge and the context provided. \n"
+ "4. Please use the most relevant table(s). \n"
+ "5. If the question has been asked and answered before, please repeat the answer exactly as it was given before. \n"
+ f"6. Ensure that the output SQL is {self.dialect}-compliant and executable, and free of syntax errors. \n"
+ f"7. Add a description of the table in the result of the sql query, if relevant. \n"
+ "8 Make sure to include the relevant KPI in the SQL query. The query should return impactfull data \n"
+ # f"8. If a set of latitude,longitude is provided, make a intermediate query to find the nearest value in the table and replace the coordinates in the sql query. \n"
+ # "7. Add a description of the table in the result of the sql query."
+ # "7. If the question is about a specific latitude, longitude, query an interval of 0.3 and keep only the first set of coordinate. \n"
+ # "7. Table names should be included in the result of the sql query. Use for example Mean_winter_temperature AS table_name in the query \n"
+ )
+
+
+ message_log = [self.system_message(initial_prompt)]
+
+ for example in question_sql_list:
+ if example is None:
+ print("example is None")
+ else:
+ if example is not None and "question" in example and "sql" in example:
+ message_log.append(self.user_message(example["question"]))
+ message_log.append(self.assistant_message(example["sql"]))
+
+ message_log.append(self.user_message(question))
+
+ return message_log
+
+
+# def get_sql_prompt(
+# self,
+# initial_prompt : str,
+# question: str,
+# question_sql_list: list,
+# ddl_list: list,
+# doc_list: list,
+# **kwargs,
+# ):
+# """
+# Example:
+# ```python
+# vn.get_sql_prompt(
+# question="What are the top 10 customers by sales?",
+# question_sql_list=[{"question": "What are the top 10 customers by sales?", "sql": "SELECT * FROM customers ORDER BY sales DESC LIMIT 10"}],
+# ddl_list=["CREATE TABLE customers (id INT, name TEXT, sales DECIMAL)"],
+# doc_list=["The customers table contains information about customers and their sales."],
+# )
+
+# ```
+
+# This method is used to generate a prompt for the LLM to generate SQL.
+
+# Args:
+# question (str): The question to generate SQL for.
+# question_sql_list (list): A list of questions and their corresponding SQL statements.
+# ddl_list (list): A list of DDL statements.
+# doc_list (list): A list of documentation.
+
+# Returns:
+# any: The prompt for the LLM to generate SQL.
+# """
+
+# if initial_prompt is None:
+# initial_prompt = f"You are a {self.dialect} expert. " + \
+# "Please help to generate a SQL query to answer the question. Your response should ONLY be based on the given context and follow the response guidelines and format instructions. "
+
+# initial_prompt = self.add_ddl_to_prompt(
+# initial_prompt, ddl_list, max_tokens=self.max_tokens
+# )
+
+# if self.static_documentation != "":
+# doc_list.append(self.static_documentation)
+
+# initial_prompt = self.add_documentation_to_prompt(
+# initial_prompt, doc_list, max_tokens=self.max_tokens
+# )
+
+# initial_prompt += (
+# "===Response Guidelines \n"
+# "1. If the provided context is sufficient, please generate a valid SQL query without any explanations for the question. \n"
+# "2. If the provided context is almost sufficient but requires knowledge of a specific string in a particular column, please generate an intermediate SQL query to find the distinct strings in that column. Prepend the query with a comment saying intermediate_sql \n"
+# "3. If the provided context is insufficient, please explain why it can't be generated. \n"
+# "4. Please use the most relevant table(s). \n"
+# "5. If the question has been asked and answered before, please repeat the answer exactly as it was given before. \n"
+# f"6. Ensure that the output SQL is {self.dialect}-compliant and executable, and free of syntax errors. \n"
+# )
+
+# message_log = [self.system_message(initial_prompt)]
+
+# for example in question_sql_list:
+# if example is None:
+# print("example is None")
+# else:
+# if example is not None and "question" in example and "sql" in example:
+# message_log.append(self.user_message(example["question"]))
+# message_log.append(self.assistant_message(example["sql"]))
+
+# message_log.append(self.user_message(question))
+
+# return message_log
\ No newline at end of file
diff --git a/climateqa/engine/utils.py b/climateqa/engine/utils.py
index 39f341f5a3323cbf94acdc1babc157f768fa1896..aadb473cc9542371cffee1238fe49f331780a5b0 100644
--- a/climateqa/engine/utils.py
+++ b/climateqa/engine/utils.py
@@ -1,8 +1,15 @@
from operator import itemgetter
from typing import Any, Dict, Iterable, Tuple
+import tiktoken
from langchain_core.runnables import RunnablePassthrough
+def num_tokens_from_string(string: str, encoding_name: str = "cl100k_base") -> int:
+ encoding = tiktoken.get_encoding(encoding_name)
+ num_tokens = len(encoding.encode(string))
+ return num_tokens
+
+
def pass_values(x):
if not isinstance(x, list):
x = [x]
@@ -67,3 +74,13 @@ def flatten_dict(
"""
flat_dict = {k: v for k, v in _flatten_dict(nested_dict, parent_key, sep)}
return flat_dict
+
+
+
+async def log_event(info,name,config):
+ """Helper function that will run a dummy chain with the given info
+ The astream_event function will catch this chain and stream the dict info to the logger
+ """
+
+ chain = RunnablePassthrough().with_config(run_name=name)
+ _ = await chain.ainvoke(info,config)
\ No newline at end of file
diff --git a/climateqa/engine/vectorstore.py b/climateqa/engine/vectorstore.py
index fcb0770043f1011647028496dd4d0a4453843501..f7b41af77fe8e8d730f3d8216a001aeede8ba998 100644
--- a/climateqa/engine/vectorstore.py
+++ b/climateqa/engine/vectorstore.py
@@ -13,7 +13,9 @@ except:
pass
-def get_pinecone_vectorstore(embeddings,text_key = "content"):
+
+
+def get_pinecone_vectorstore(embeddings,text_key = "content", index_name = os.getenv("PINECONE_API_INDEX")):
# # initialize pinecone
# pinecone.init(
@@ -27,7 +29,7 @@ def get_pinecone_vectorstore(embeddings,text_key = "content"):
# return vectorstore
pc = Pinecone(api_key=os.getenv("PINECONE_API_KEY"))
- index = pc.Index(os.getenv("PINECONE_API_INDEX"))
+ index = pc.Index(index_name)
vectorstore = PineconeVectorstore(
index, embeddings, text_key,
diff --git a/climateqa/handle_stream_events.py b/climateqa/handle_stream_events.py
new file mode 100644
index 0000000000000000000000000000000000000000..14162fddcabf69a65d6abf355faf60d64e975c3b
--- /dev/null
+++ b/climateqa/handle_stream_events.py
@@ -0,0 +1,126 @@
+from langchain_core.runnables.schema import StreamEvent
+from gradio import ChatMessage
+from climateqa.engine.chains.prompts import audience_prompts
+from front.utils import make_html_source,parse_output_llm_with_sources,serialize_docs,make_toolbox,generate_html_graphs
+import numpy as np
+
+def init_audience(audience :str) -> str:
+ if audience == "Children":
+ audience_prompt = audience_prompts["children"]
+ elif audience == "General public":
+ audience_prompt = audience_prompts["general"]
+ elif audience == "Experts":
+ audience_prompt = audience_prompts["experts"]
+ else:
+ audience_prompt = audience_prompts["experts"]
+ return audience_prompt
+
+def convert_to_docs_to_html(docs: list[dict]) -> str:
+ docs_html = []
+ for i, d in enumerate(docs, 1):
+ if d.metadata["chunk_type"] == "text":
+ docs_html.append(make_html_source(d, i))
+ return "".join(docs_html)
+
+def handle_retrieved_documents(event: StreamEvent, history : list[ChatMessage], used_documents : list[str],related_content:list[str]) -> tuple[str, list[ChatMessage], list[str]]:
+ """
+ Handles the retrieved documents and returns the HTML representation of the documents
+
+ Args:
+ event (StreamEvent): The event containing the retrieved documents
+ history (list[ChatMessage]): The current message history
+ used_documents (list[str]): The list of used documents
+
+ Returns:
+ tuple[str, list[ChatMessage], list[str]]: The updated HTML representation of the documents, the updated message history and the updated list of used documents
+ """
+ if "documents" not in event["data"]["output"] or event["data"]["output"]["documents"] == []:
+ return history, used_documents, related_content
+
+ try:
+ docs = event["data"]["output"]["documents"]
+
+ used_documents = used_documents + [f"{d.metadata['short_name']} - {d.metadata['name']}" for d in docs]
+ if used_documents!=[]:
+ history[-1].content = "Adding sources :\n\n - " + "\n - ".join(np.unique(used_documents))
+
+ #TODO do the same for related contents
+
+ except Exception as e:
+ print(f"Error getting documents: {e}")
+ print(event)
+ return history, used_documents, related_content
+
+def stream_answer(history: list[ChatMessage], event : StreamEvent, start_streaming : bool, answer_message_content : str)-> tuple[list[ChatMessage], bool, str]:
+ """
+ Handles the streaming of the answer and updates the history with the new message content
+
+ Args:
+ history (list[ChatMessage]): The current message history
+ event (StreamEvent): The event containing the streamed answer
+ start_streaming (bool): A flag indicating if the streaming has started
+ new_message_content (str): The content of the new message
+
+ Returns:
+ tuple[list[ChatMessage], bool, str]: The updated history, the updated streaming flag and the updated message content
+ """
+ if start_streaming == False:
+ start_streaming = True
+ history.append(ChatMessage(role="assistant", content = ""))
+ answer_message_content += event["data"]["chunk"].content
+ answer_message_content = parse_output_llm_with_sources(answer_message_content)
+ history[-1] = ChatMessage(role="assistant", content = answer_message_content)
+ # history.append(ChatMessage(role="assistant", content = new_message_content))
+ return history, start_streaming, answer_message_content
+
+def handle_retrieved_owid_graphs(event :StreamEvent, graphs_html: str) -> str:
+ """
+ Handles the retrieved OWID graphs and returns the HTML representation of the graphs
+
+ Args:
+ event (StreamEvent): The event containing the retrieved graphs
+ graphs_html (str): The current HTML representation of the graphs
+
+ Returns:
+ str: The updated HTML representation
+ """
+ try:
+ recommended_content = event["data"]["output"]["recommended_content"]
+
+ unique_graphs = []
+ seen_embeddings = set()
+
+ for x in recommended_content:
+ embedding = x.metadata["returned_content"]
+
+ # Check if the embedding has already been seen
+ if embedding not in seen_embeddings:
+ unique_graphs.append({
+ "embedding": embedding,
+ "metadata": {
+ "source": x.metadata["source"],
+ "category": x.metadata["category"]
+ }
+ })
+ # Add the embedding to the seen set
+ seen_embeddings.add(embedding)
+
+
+ categories = {}
+ for graph in unique_graphs:
+ category = graph['metadata']['category']
+ if category not in categories:
+ categories[category] = []
+ categories[category].append(graph['embedding'])
+
+
+ for category, embeddings in categories.items():
+ graphs_html += f"<h3>{category}</h3>"
+ for embedding in embeddings:
+ graphs_html += f"<div>{embedding}</div>"
+
+
+ except Exception as e:
+ print(f"Error getting graphs: {e}")
+
+ return graphs_html
\ No newline at end of file
diff --git a/climateqa/knowledge/__init__.py b/climateqa/knowledge/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/climateqa/papers/openalex.py b/climateqa/knowledge/openalex.py
similarity index 63%
rename from climateqa/papers/openalex.py
rename to climateqa/knowledge/openalex.py
index 8cf463a67aea55725c91db5f0323def756340ced..66bd207f646a5895131c7a2f6a0f64aef29fa7bf 100644
--- a/climateqa/papers/openalex.py
+++ b/climateqa/knowledge/openalex.py
@@ -3,18 +3,32 @@ import networkx as nx
import matplotlib.pyplot as plt
from pyvis.network import Network
+from langchain_core.retrievers import BaseRetriever
+from langchain_core.vectorstores import VectorStoreRetriever
+from langchain_core.documents.base import Document
+from langchain_core.vectorstores import VectorStore
+from langchain_core.callbacks.manager import CallbackManagerForRetrieverRun
+
+from ..engine.utils import num_tokens_from_string
+
+from typing import List
+from pydantic import Field
+
from pyalex import Works, Authors, Sources, Institutions, Concepts, Publishers, Funders
import pyalex
pyalex.config.email = "theo.alvesdacosta@ekimetrics.com"
+
+def replace_nan_with_empty_dict(x):
+ return x if pd.notna(x) else {}
+
class OpenAlex():
def __init__(self):
pass
-
- def search(self,keywords,n_results = 100,after = None,before = None):
+ def search(self,keywords:str,n_results = 100,after = None,before = None):
if isinstance(keywords,str):
works = Works().search(keywords)
@@ -27,29 +41,36 @@ class OpenAlex():
break
df_works = pd.DataFrame(page)
- df_works["abstract"] = df_works["abstract_inverted_index"].apply(lambda x: self.get_abstract_from_inverted_index(x))
+
+ if df_works.empty:
+ return df_works
+
+ df_works = df_works.dropna(subset = ["title"])
+ df_works["primary_location"] = df_works["primary_location"].map(replace_nan_with_empty_dict)
+ df_works["abstract"] = df_works["abstract_inverted_index"].apply(lambda x: self.get_abstract_from_inverted_index(x)).fillna("")
df_works["is_oa"] = df_works["open_access"].map(lambda x : x.get("is_oa",False))
df_works["pdf_url"] = df_works["primary_location"].map(lambda x : x.get("pdf_url",None))
- df_works["content"] = df_works["title"] + "\n" + df_works["abstract"]
+ df_works["url"] = df_works["id"]
+ df_works["content"] = (df_works["title"] + "\n" + df_works["abstract"]).map(lambda x : x.strip())
+ df_works["num_tokens"] = df_works["content"].map(lambda x : num_tokens_from_string(x))
+
+ df_works = df_works.drop(columns = ["abstract_inverted_index"])
+ df_works["display_name"] = df_works["primary_location"].apply(lambda x :x["source"] if type(x) == dict and 'source' in x else "").apply(lambda x : x["display_name"] if type(x) == dict and "display_name" in x else "")
+ df_works["subtitle"] = df_works["title"].astype(str) + " - " + df_works["display_name"].astype(str) + " - " + df_works["publication_year"].astype(str)
+ return df_works
else:
- df_works = []
- for keyword in keywords:
- df_keyword = self.search(keyword,n_results = n_results,after = after,before = before)
- df_works.append(df_keyword)
- df_works = pd.concat(df_works,ignore_index=True,axis = 0)
- return df_works
+ raise Exception("Keywords must be a string")
def rerank(self,query,df,reranker):
scores = reranker.rank(
query,
- df["content"].tolist(),
- top_k = len(df),
+ df["content"].tolist()
)
- scores.sort(key = lambda x : x["corpus_id"])
- scores = [x["score"] for x in scores]
+ scores = sorted(scores.results, key = lambda x : x.document.doc_id)
+ scores = [x.score for x in scores]
df["rerank_score"] = scores
return df
@@ -139,4 +160,36 @@ class OpenAlex():
reconstructed[position] = token
# Join the tokens to form the reconstructed sentence(s)
- return ' '.join(reconstructed)
\ No newline at end of file
+ return ' '.join(reconstructed)
+
+
+
+class OpenAlexRetriever(BaseRetriever):
+ min_year:int = 1960
+ max_year:int = None
+ k:int = 100
+
+ def _get_relevant_documents(
+ self, query: str, *, run_manager: CallbackManagerForRetrieverRun
+ ) -> List[Document]:
+
+ openalex = OpenAlex()
+
+ # Search for documents
+ df_docs = openalex.search(query,n_results=self.k,after = self.min_year,before = self.max_year)
+
+ docs = []
+ for i,row in df_docs.iterrows():
+ num_tokens = row["num_tokens"]
+
+ if num_tokens < 50 or num_tokens > 1000:
+ continue
+
+ doc = Document(
+ page_content = row["content"],
+ metadata = row.to_dict()
+ )
+ docs.append(doc)
+ return docs
+
+
diff --git a/climateqa/knowledge/retriever.py b/climateqa/knowledge/retriever.py
new file mode 100644
index 0000000000000000000000000000000000000000..6d57f67b50b7a6a98464a9f2fdb276831c1ce523
--- /dev/null
+++ b/climateqa/knowledge/retriever.py
@@ -0,0 +1,102 @@
+# # https://github.com/langchain-ai/langchain/issues/8623
+
+# import pandas as pd
+
+# from langchain_core.retrievers import BaseRetriever
+# from langchain_core.vectorstores import VectorStoreRetriever
+# from langchain_core.documents.base import Document
+# from langchain_core.vectorstores import VectorStore
+# from langchain_core.callbacks.manager import CallbackManagerForRetrieverRun
+
+# from typing import List
+# from pydantic import Field
+
+# def _add_metadata_and_score(docs: List) -> Document:
+# # Add score to metadata
+# docs_with_metadata = []
+# for i,(doc,score) in enumerate(docs):
+# doc.page_content = doc.page_content.replace("\r\n"," ")
+# doc.metadata["similarity_score"] = score
+# doc.metadata["content"] = doc.page_content
+# doc.metadata["page_number"] = int(doc.metadata["page_number"]) + 1
+# # doc.page_content = f"""Doc {i+1} - {doc.metadata['short_name']}: {doc.page_content}"""
+# docs_with_metadata.append(doc)
+# return docs_with_metadata
+
+# class ClimateQARetriever(BaseRetriever):
+# vectorstore:VectorStore
+# sources:list = ["IPCC","IPBES","IPOS"]
+# reports:list = []
+# threshold:float = 0.6
+# k_summary:int = 3
+# k_total:int = 10
+# namespace:str = "vectors",
+# min_size:int = 200,
+
+
+
+# def _get_relevant_documents(
+# self, query: str, *, run_manager: CallbackManagerForRetrieverRun
+# ) -> List[Document]:
+
+# # Check if all elements in the list are either IPCC or IPBES
+# assert isinstance(self.sources,list)
+# assert self.sources
+# assert all([x in ["IPCC","IPBES","IPOS"] for x in self.sources])
+# assert self.k_total > self.k_summary, "k_total should be greater than k_summary"
+
+# # Prepare base search kwargs
+# filters = {}
+
+# if len(self.reports) > 0:
+# filters["short_name"] = {"$in":self.reports}
+# else:
+# filters["source"] = { "$in":self.sources}
+
+# # Search for k_summary documents in the summaries dataset
+# filters_summaries = {
+# **filters,
+# "chunk_type":"text",
+# "report_type": { "$in":["SPM"]},
+# }
+
+# docs_summaries = self.vectorstore.similarity_search_with_score(query=query,filter = filters_summaries,k = self.k_summary)
+# docs_summaries = [x for x in docs_summaries if x[1] > self.threshold]
+# # docs_summaries = []
+
+# # Search for k_total - k_summary documents in the full reports dataset
+# filters_full = {
+# **filters,
+# "chunk_type":"text",
+# "report_type": { "$nin":["SPM"]},
+# }
+# k_full = self.k_total - len(docs_summaries)
+# docs_full = self.vectorstore.similarity_search_with_score(query=query,filter = filters_full,k = k_full)
+
+# # Images
+# filters_image = {
+# **filters,
+# "chunk_type":"image"
+# }
+# docs_images = self.vectorstore.similarity_search_with_score(query=query,filter = filters_image,k = k_full)
+
+# # docs_images = []
+
+# # Concatenate documents
+# # docs = docs_summaries + docs_full + docs_images
+
+# # Filter if scores are below threshold
+# # docs = [x for x in docs if x[1] > self.threshold]
+
+# docs_summaries, docs_full, docs_images = _add_metadata_and_score(docs_summaries), _add_metadata_and_score(docs_full), _add_metadata_and_score(docs_images)
+
+# # Filter if length are below threshold
+# docs_summaries = [x for x in docs_summaries if len(x.page_content) > self.min_size]
+# docs_full = [x for x in docs_full if len(x.page_content) > self.min_size]
+
+
+# return {
+# "docs_summaries" : docs_summaries,
+# "docs_full" : docs_full,
+# "docs_images" : docs_images,
+# }
diff --git a/climateqa/papers/__init__.py b/climateqa/papers/__init__.py
deleted file mode 100644
index 3e3ade94a55f671f7e0a1e1e51403114c1ca0506..0000000000000000000000000000000000000000
--- a/climateqa/papers/__init__.py
+++ /dev/null
@@ -1,43 +0,0 @@
-import pandas as pd
-
-from pyalex import Works, Authors, Sources, Institutions, Concepts, Publishers, Funders
-import pyalex
-
-pyalex.config.email = "theo.alvesdacosta@ekimetrics.com"
-
-class OpenAlex():
- def __init__(self):
- pass
-
-
-
- def search(self,keywords,n_results = 100,after = None,before = None):
- works = Works().search(keywords).get()
-
- for page in works.paginate(per_page=n_results):
- break
-
- df_works = pd.DataFrame(page)
-
- return works
-
-
- def make_network(self):
- pass
-
-
- def get_abstract_from_inverted_index(self,index):
-
- # Determine the maximum index to know the length of the reconstructed array
- max_index = max([max(positions) for positions in index.values()])
-
- # Initialize a list with placeholders for all positions
- reconstructed = [''] * (max_index + 1)
-
- # Iterate through the inverted index and place each token at its respective position(s)
- for token, positions in index.items():
- for position in positions:
- reconstructed[position] = token
-
- # Join the tokens to form the reconstructed sentence(s)
- return ' '.join(reconstructed)
\ No newline at end of file
diff --git a/climateqa/sample_questions.py b/climateqa/sample_questions.py
index d5e611fa2920e111eae8e3f92ae75ffba58437f7..0de06b0ce2f5a92777f23c2b0088250fda5c5fd6 100644
--- a/climateqa/sample_questions.py
+++ b/climateqa/sample_questions.py
@@ -1,5 +1,5 @@
-QUESTIONS = {
+QUESTIONS_GLOBAL = {
"Popular Questions": [
"What evidence do we have of climate change?",
"Are human activities causing global warming?",
@@ -101,4 +101,17 @@ QUESTIONS = {
"Is the current technological infrastructure sufficiently advanced and tested to support the implementation of deep-sea mining operations effectively?",
"Provide me with a list of organizations most actively opposing deep-sea mining."
]
+}
+QUESTIONS_POC = {
+ "Popular Questions": [
+ "Comment le changement climatique va impacter les parisiens ?",
+ "Qu'est ce qui est mis en place ร Paris pour lutter contre le changement climatique ?",
+ """Quelle est la diffรฉrence entre l'adaptation et l'attรฉnuation ?""",
+ """Qui est responsable de l'adaptation au changement climatique ?""",
+ """Quelles sont les "mesures sans regret" pour l'adaptation ?""",
+ """Quelles sont les "mesures sans regret" pour l'adaptation qui pourraient รชtre mise en ลuvre ร Paris ?""",
+ "Comment รฉvalue-t-on les vulnรฉrabilitรฉs et les risques climatiques ร Paris ?",
+ "A Paris, quels sont les impacts du changement climatique sur la ressource en eau ?",
+ "Quels sont les impacts du changement climatique sur la biodiversitรฉ ร Paris ?",
+ ],
}
\ No newline at end of file
diff --git a/climateqa/utils.py b/climateqa/utils.py
index 4c7691f67d945dd03609d48ef962088000204acf..b2829169402e4e78cff5cccd2a4e9e12b2bb90d4 100644
--- a/climateqa/utils.py
+++ b/climateqa/utils.py
@@ -20,3 +20,16 @@ def get_image_from_azure_blob_storage(path):
file_object = get_file_from_azure_blob_storage(path)
image = Image.open(file_object)
return image
+
+def remove_duplicates_keep_highest_score(documents):
+ unique_docs = {}
+
+ for doc in documents:
+ doc_id = doc.metadata.get('doc_id')
+ if doc_id in unique_docs:
+ if doc.metadata['reranking_score'] > unique_docs[doc_id].metadata['reranking_score']:
+ unique_docs[doc_id] = doc
+ else:
+ unique_docs[doc_id] = doc
+
+ return list(unique_docs.values())
diff --git a/data/drias/drias.db b/data/drias/drias.db
new file mode 100644
index 0000000000000000000000000000000000000000..c155b09acfb1850ec165a70ed1ab1464a4a5428e
--- /dev/null
+++ b/data/drias/drias.db
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e29ba55d0122dc034b76113941769b44214355d4528bcc5b3d8f71f3c50bf59
+size 280621056
diff --git a/front/__init__.py b/front/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/front/callbacks.py b/front/callbacks.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/front/deprecated.py b/front/deprecated.py
new file mode 100644
index 0000000000000000000000000000000000000000..fa67e8d7fba4d152a7fcbef40968079077e2b4f9
--- /dev/null
+++ b/front/deprecated.py
@@ -0,0 +1,46 @@
+
+# Functions to toggle visibility
+def toggle_summary_visibility():
+ global summary_visible
+ summary_visible = not summary_visible
+ return gr.update(visible=summary_visible)
+
+def toggle_relevant_visibility():
+ global relevant_visible
+ relevant_visible = not relevant_visible
+ return gr.update(visible=relevant_visible)
+
+def change_completion_status(current_state):
+ current_state = 1 - current_state
+ return current_state
+
+
+
+def vote(data: gr.LikeData):
+ if data.liked:
+ print(data.value)
+ else:
+ print(data)
+
+def save_graph(saved_graphs_state, embedding, category):
+ print(f"\nCategory:\n{saved_graphs_state}\n")
+ if category not in saved_graphs_state:
+ saved_graphs_state[category] = []
+ if embedding not in saved_graphs_state[category]:
+ saved_graphs_state[category].append(embedding)
+ return saved_graphs_state, gr.Button("Graph Saved")
+
+
+# Function to save feedback
+def save_feedback(feed: str, user_id):
+ if len(feed) > 1:
+ timestamp = str(datetime.now().timestamp())
+ file = user_id + timestamp + ".json"
+ logs = {
+ "user_id": user_id,
+ "feedback": feed,
+ "time": timestamp,
+ }
+ log_on_azure(file, logs, share_client)
+ return "Feedback submitted, thank you!"
+
diff --git a/front/event_listeners.py b/front/event_listeners.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/front/tabs/__init__.py b/front/tabs/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..c412ff288a1d9f69a784152e446dfeadfe3e3042
--- /dev/null
+++ b/front/tabs/__init__.py
@@ -0,0 +1,6 @@
+from .tab_config import create_config_modal
+from .tab_examples import create_examples_tab
+from .tab_papers import create_papers_tab
+from .tab_figures import create_figures_tab
+from .chat_interface import create_chat_interface
+from .tab_about import create_about_tab
\ No newline at end of file
diff --git a/front/tabs/chat_interface.py b/front/tabs/chat_interface.py
new file mode 100644
index 0000000000000000000000000000000000000000..38ec71d4925f6b693d01f2596f9a74721b9ee8fa
--- /dev/null
+++ b/front/tabs/chat_interface.py
@@ -0,0 +1,74 @@
+import gradio as gr
+from gradio.components import ChatMessage
+
+# Initialize prompt and system template
+init_prompt = """
+Hello, I am ClimateQ&A, a conversational assistant designed to help you understand climate change and biodiversity loss. I will answer your questions by **sifting through the IPCC and IPBES scientific reports**.
+
+โ How to use
+- **Language**: You can ask me your questions in any language.
+- **Audience**: You can specify your audience (children, general public, experts) to get a more adapted answer.
+- **Sources**: You can choose to search in the IPCC or IPBES reports, or both.
+- **Relevant content sources**: You can choose to search for figures, papers, or graphs that can be relevant for your question.
+
+โ ๏ธ Limitations
+*Please note that the AI is not perfect and may sometimes give irrelevant answers. If you are not satisfied with the answer, please ask a more specific question or report your feedback to help us improve the system.*
+
+๐ Information
+Please note that we log your questions for meta-analysis purposes, so avoid sharing any sensitive or personal information.
+
+What do you want to learn ?
+"""
+
+init_prompt_poc = """
+Hello, I am ClimateQ&A, a conversational assistant designed to help you understand climate change and biodiversity loss. I will answer your questions by **sifting through the IPCC and IPBES scientific reports, PCAET of Paris, the Plan Biodiversitรฉ 2018-2024, and Acclimaterra reports from la Rรฉgion Nouvelle-Aquitaine **.
+
+โ How to use
+- **Language**: You can ask me your questions in any language.
+- **Audience**: You can specify your audience (children, general public, experts) to get a more adapted answer.
+- **Sources**: You can choose to search in the IPCC or IPBES reports, and POC sources for local documents (PCAET, Plan Biodiversitรฉ, Acclimaterra).
+- **Relevant content sources**: You can choose to search for figures, papers, or graphs that can be relevant for your question.
+
+โ ๏ธ Limitations
+*Please note that the AI is not perfect and may sometimes give irrelevant answers. If you are not satisfied with the answer, please ask a more specific question or report your feedback to help us improve the system.*
+
+๐ Information
+Please note that we log your questions for meta-analysis purposes, so avoid sharing any sensitive or personal information.
+
+What do you want to learn ?
+"""
+
+
+
+# UI Layout Components
+def create_chat_interface(tab):
+ init_prompt_message = init_prompt_poc if tab == "Beta - POC Adapt'Action" else init_prompt
+ chatbot = gr.Chatbot(
+ value=[ChatMessage(role="assistant", content=init_prompt_message)],
+ type="messages",
+ show_copy_button=True,
+ show_label=False,
+ elem_id="chatbot",
+ layout="panel",
+ avatar_images=(None, "https://i.ibb.co/YNyd5W2/logo4.png"),
+ max_height="80vh",
+ height="100vh"
+ )
+
+ with gr.Row(elem_id="input-message"):
+
+ textbox = gr.Textbox(
+ placeholder="Ask me anything here!",
+ show_label=False,
+ scale=12,
+ lines=1,
+ interactive=True,
+ elem_id=f"input-textbox"
+ )
+
+ config_button = gr.Button("", elem_id="config-button")
+
+ return chatbot, textbox, config_button
+
+
+
diff --git a/front/tabs/main_tab.py b/front/tabs/main_tab.py
new file mode 100644
index 0000000000000000000000000000000000000000..384ae08e5c1d749a4573b360f2046b4a2134ab60
--- /dev/null
+++ b/front/tabs/main_tab.py
@@ -0,0 +1,68 @@
+import gradio as gr
+from .chat_interface import create_chat_interface
+from .tab_examples import create_examples_tab
+from .tab_papers import create_papers_tab
+from .tab_figures import create_figures_tab
+
+def cqa_tab(tab_name):
+ # State variables
+ current_graphs = gr.State([])
+ with gr.Tab(tab_name):
+ with gr.Row(elem_id="chatbot-row"):
+ # Left column - Chat interface
+ with gr.Column(scale=2):
+ chatbot, textbox, config_button = create_chat_interface(tab_name)
+
+ # Right column - Content panels
+ with gr.Column(scale=2, variant="panel", elem_id="right-panel"):
+ with gr.Tabs(elem_id="right_panel_tab") as tabs:
+ # Examples tab
+ with gr.TabItem("Examples", elem_id="tab-examples", id=0):
+ examples_hidden, dropdown_samples, samples = create_examples_tab()
+
+ # Sources tab
+ with gr.Tab("Sources", elem_id="tab-sources", id=1) as tab_sources:
+ sources_textbox = gr.HTML(show_label=False, elem_id="sources-textbox")
+
+
+ # Recommended content tab
+ with gr.Tab("Recommended content", elem_id="tab-recommended_content", id=2) as tab_recommended_content:
+ with gr.Tabs(elem_id="group-subtabs") as tabs_recommended_content:
+ # Figures subtab
+ with gr.Tab("Figures", elem_id="tab-figures", id=3) as tab_figures:
+ sources_raw, new_figures, used_figures, gallery_component, figures_cards, figure_modal = create_figures_tab()
+
+ # Papers subtab
+ with gr.Tab("Papers", elem_id="tab-citations", id=4) as tab_papers:
+ papers_summary, papers_html, citations_network, papers_modal = create_papers_tab()
+
+ # Graphs subtab
+ with gr.Tab("Graphs", elem_id="tab-graphs", id=5) as tab_graphs:
+ graphs_container = gr.HTML(
+ "<h2>There are no graphs to be displayed at the moment. Try asking another question.</h2>",
+ elem_id="graphs-container"
+ )
+ return {
+ "chatbot": chatbot,
+ "textbox": textbox,
+ "tabs": tabs,
+ "sources_raw": sources_raw,
+ "new_figures": new_figures,
+ "current_graphs": current_graphs,
+ "examples_hidden": examples_hidden,
+ "dropdown_samples": dropdown_samples,
+ "samples": samples,
+ "sources_textbox": sources_textbox,
+ "figures_cards": figures_cards,
+ "gallery_component": gallery_component,
+ "config_button": config_button,
+ "papers_html": papers_html,
+ "citations_network": citations_network,
+ "papers_summary": papers_summary,
+ "tab_recommended_content": tab_recommended_content,
+ "tab_sources": tab_sources,
+ "tab_figures": tab_figures,
+ "tab_graphs": tab_graphs,
+ "tab_papers": tab_papers,
+ "graph_container": graphs_container
+ }
\ No newline at end of file
diff --git a/front/tabs/tab_about.py b/front/tabs/tab_about.py
new file mode 100644
index 0000000000000000000000000000000000000000..5821a919cbf9cc1bc3ba610b8edcb5dc67ad5b20
--- /dev/null
+++ b/front/tabs/tab_about.py
@@ -0,0 +1,38 @@
+import gradio as gr
+
+# Citation information
+CITATION_LABEL = "BibTeX citation for ClimateQ&A"
+CITATION_TEXT = r"""@misc{climateqa,
+ author={Thรฉo Alves Da Costa, Timothรฉe Bohe},
+ title={ClimateQ&A, AI-powered conversational assistant for climate change and biodiversity loss},
+ year={2024},
+ howpublished= {\url{https://climateqa.com}},
+}
+@software{climateqa,
+ author = {Thรฉo Alves Da Costa, Timothรฉe Bohe},
+ publisher = {ClimateQ&A},
+ title = {ClimateQ&A, AI-powered conversational assistant for climate change and biodiversity loss},
+}
+"""
+
+def create_about_tab():
+ with gr.Tab("About", elem_classes="max-height other-tabs"):
+ with gr.Row():
+ with gr.Column(scale=1):
+ gr.Markdown(
+ """
+ ### More info
+ - See more info at [https://climateqa.com](https://climateqa.com/docs/intro/)
+ - Feedbacks on this [form](https://forms.office.com/e/1Yzgxm6jbp)
+
+ ### Citation
+ """
+ )
+ with gr.Accordion(CITATION_LABEL, elem_id="citation", open=False):
+ gr.Textbox(
+ value=CITATION_TEXT,
+ label="",
+ interactive=False,
+ show_copy_button=True,
+ lines=len(CITATION_TEXT.split('\n')),
+ )
\ No newline at end of file
diff --git a/front/tabs/tab_config.py b/front/tabs/tab_config.py
new file mode 100644
index 0000000000000000000000000000000000000000..40e1c0ae82d89d43e69f72ec6cad08d495c5df84
--- /dev/null
+++ b/front/tabs/tab_config.py
@@ -0,0 +1,123 @@
+import gradio as gr
+from gradio_modal import Modal
+from climateqa.constants import POSSIBLE_REPORTS
+from typing import TypedDict
+
+class ConfigPanel(TypedDict):
+ config_open: gr.State
+ config_modal: Modal
+ dropdown_sources: gr.CheckboxGroup
+ dropdown_reports: gr.Dropdown
+ dropdown_external_sources: gr.CheckboxGroup
+ search_only: gr.Checkbox
+ dropdown_audience: gr.Dropdown
+ after: gr.Slider
+ output_query: gr.Textbox
+ output_language: gr.Textbox
+
+
+def create_config_modal():
+ config_open = gr.State(value=True)
+ with Modal(visible=False, elem_id="modal-config") as config_modal:
+ gr.Markdown("Reminders: You can talk in any language, ClimateQ&A is multi-lingual!")
+
+ dropdown_sources = gr.CheckboxGroup(
+ choices=["IPCC", "IPBES", "IPOS"],
+ label="Select source (by default search in all sources)",
+ value=["IPCC"],
+ interactive=True
+ )
+
+ dropdown_reports = gr.Dropdown(
+ choices=POSSIBLE_REPORTS,
+ label="Or select specific reports",
+ multiselect=True,
+ value=None,
+ interactive=True
+ )
+
+ dropdown_external_sources = gr.CheckboxGroup(
+ choices=["Figures (IPCC/IPBES)", "Papers (OpenAlex)", "Graphs (OurWorldInData)","POC region"],
+ label="Select database to search for relevant content",
+ value=["Figures (IPCC/IPBES)","POC region"],
+ interactive=True
+ )
+
+ search_only = gr.Checkbox(
+ label="Search only for recommended content without chating",
+ value=False,
+ interactive=True,
+ elem_id="checkbox-chat"
+ )
+
+ dropdown_audience = gr.Dropdown(
+ choices=["Children", "General public", "Experts"],
+ label="Select audience",
+ value="Experts",
+ interactive=True
+ )
+
+ after = gr.Slider(
+ minimum=1950,
+ maximum=2023,
+ step=1,
+ value=1960,
+ label="Publication date",
+ show_label=True,
+ interactive=True,
+ elem_id="date-papers",
+ visible=False
+ )
+
+ output_query = gr.Textbox(
+ label="Query used for retrieval",
+ show_label=True,
+ elem_id="reformulated-query",
+ lines=2,
+ interactive=False,
+ visible=False
+ )
+
+ output_language = gr.Textbox(
+ label="Language",
+ show_label=True,
+ elem_id="language",
+ lines=1,
+ interactive=False,
+ visible=False
+ )
+
+ dropdown_external_sources.change(
+ lambda x: gr.update(visible="Papers (OpenAlex)" in x),
+ inputs=[dropdown_external_sources],
+ outputs=[after]
+ )
+
+ close_config_modal_button = gr.Button("Validate and Close", elem_id="close-config-modal")
+
+
+ # return ConfigPanel(
+ # config_open=config_open,
+ # config_modal=config_modal,
+ # dropdown_sources=dropdown_sources,
+ # dropdown_reports=dropdown_reports,
+ # dropdown_external_sources=dropdown_external_sources,
+ # search_only=search_only,
+ # dropdown_audience=dropdown_audience,
+ # after=after,
+ # output_query=output_query,
+ # output_language=output_language
+ # )
+ return {
+ "config_open" : config_open,
+ "config_modal": config_modal,
+ "dropdown_sources": dropdown_sources,
+ "dropdown_reports": dropdown_reports,
+ "dropdown_external_sources": dropdown_external_sources,
+ "search_only": search_only,
+ "dropdown_audience": dropdown_audience,
+ "after": after,
+ "output_query": output_query,
+ "output_language": output_language,
+ "close_config_modal_button": close_config_modal_button
+ }
\ No newline at end of file
diff --git a/front/tabs/tab_examples.py b/front/tabs/tab_examples.py
new file mode 100644
index 0000000000000000000000000000000000000000..a0ba2b83a5642e2d3d4386b109b029cb6a900b4c
--- /dev/null
+++ b/front/tabs/tab_examples.py
@@ -0,0 +1,41 @@
+import gradio as gr
+from climateqa.sample_questions import QUESTIONS_GLOBAL, QUESTIONS_POC
+
+
+def create_examples_tab(tab_name):
+ examples_hidden = gr.Textbox(visible=False, elem_id=f"examples-hidden")
+ QUESTIONS = QUESTIONS_POC if tab_name == "Beta - POC Adapt'Action" else QUESTIONS_GLOBAL
+ first_key = list(QUESTIONS.keys())[0]
+ dropdown_samples = gr.Dropdown(
+ choices=QUESTIONS.keys(),
+ value=first_key,
+ interactive=True,
+ label="Select a category of sample questions",
+ elem_id="dropdown-samples"
+ )
+
+ samples = []
+ for i, key in enumerate(QUESTIONS.keys()):
+ examples_visible = (i == 0)
+ with gr.Row(visible=examples_visible) as group_examples:
+ examples_questions = gr.Examples(
+ examples=QUESTIONS[key],
+ inputs=[examples_hidden],
+ examples_per_page=8,
+ run_on_click=False,
+ elem_id=f"examples{i}",
+ api_name=f"examples{i}"
+ )
+ samples.append(group_examples)
+
+
+ def change_sample_questions(key):
+ index = list(QUESTIONS.keys()).index(key)
+ visible_bools = [False] * len(samples)
+ visible_bools[index] = True
+ return [gr.update(visible=visible_bools[i]) for i in range(len(samples))]
+
+ # event listener
+ dropdown_samples.change(change_sample_questions, dropdown_samples, samples)
+
+ return examples_hidden
\ No newline at end of file
diff --git a/front/tabs/tab_figures.py b/front/tabs/tab_figures.py
new file mode 100644
index 0000000000000000000000000000000000000000..05859129b2456cb4d64f8e42a8047f80d8b3b950
--- /dev/null
+++ b/front/tabs/tab_figures.py
@@ -0,0 +1,31 @@
+import gradio as gr
+from gradio_modal import Modal
+
+
+def create_figures_tab():
+ sources_raw = gr.State()
+ new_figures = gr.State([])
+ used_figures = gr.State([])
+
+ with Modal(visible=False, elem_id="modal_figure_galery") as figure_modal:
+ gallery_component = gr.Gallery(
+ object_fit='scale-down',
+ elem_id="gallery-component",
+ height="80vh"
+ )
+
+ show_full_size_figures = gr.Button(
+ "Show figures in full size",
+ elem_id="show-figures",
+ interactive=True
+ )
+ show_full_size_figures.click(
+ lambda: Modal(visible=True),
+ None,
+ figure_modal
+ )
+
+ figures_cards = gr.HTML(show_label=False, elem_id="sources-figures")
+
+ return sources_raw, new_figures, used_figures, gallery_component, figures_cards, figure_modal
+
diff --git a/front/tabs/tab_papers.py b/front/tabs/tab_papers.py
new file mode 100644
index 0000000000000000000000000000000000000000..2d9b83fdece75849759df97522ff7e697df9d535
--- /dev/null
+++ b/front/tabs/tab_papers.py
@@ -0,0 +1,38 @@
+import gradio as gr
+from gradio_modal import Modal
+
+
+def create_papers_tab():
+ direct_search_textbox = gr.Textbox(label="Direct search for papers", placeholder= "What is climate change ?", elem_id="papers-search")
+
+ with gr.Accordion(
+ visible=True,
+ elem_id="papers-summary-popup",
+ label="See summary of relevant papers",
+ open=False
+ ) as summary_popup:
+ papers_summary = gr.Markdown("", visible=True, elem_id="papers-summary")
+
+ with gr.Accordion(
+ visible=True,
+ elem_id="papers-relevant-popup",
+ label="See relevant papers",
+ open=False
+ ) as relevant_popup:
+ papers_html = gr.HTML(show_label=False, elem_id="papers-textbox")
+
+ btn_citations_network = gr.Button("Explore papers citations network")
+ with Modal(visible=False) as papers_modal:
+ citations_network = gr.HTML(
+ "<h3>Citations Network Graph</h3>",
+ visible=True,
+ elem_id="papers-citations-network"
+ )
+ btn_citations_network.click(
+ lambda: Modal(visible=True),
+ None,
+ papers_modal
+ )
+
+ return direct_search_textbox, papers_summary, papers_html, citations_network, papers_modal
+
diff --git a/front/tabs/tab_recommended_content.py b/front/tabs/tab_recommended_content.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/front/utils.py b/front/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..f9a846cbdc99be471c6fe1d8e6e25699c82dce19
--- /dev/null
+++ b/front/utils.py
@@ -0,0 +1,345 @@
+
+import re
+from collections import defaultdict
+from climateqa.utils import get_image_from_azure_blob_storage
+from climateqa.engine.chains.prompts import audience_prompts
+from PIL import Image
+from io import BytesIO
+import base64
+
+
+def make_pairs(lst:list)->list:
+ """from a list of even lenght, make tupple pairs"""
+ return [(lst[i], lst[i + 1]) for i in range(0, len(lst), 2)]
+
+
+def serialize_docs(docs:list)->list:
+ new_docs = []
+ for doc in docs:
+ new_doc = {}
+ new_doc["page_content"] = doc.page_content
+ new_doc["metadata"] = doc.metadata
+ new_docs.append(new_doc)
+ return new_docs
+
+
+
+def parse_output_llm_with_sources(output:str)->str:
+ # Split the content into a list of text and "[Doc X]" references
+ content_parts = re.split(r'\[(Doc\s?\d+(?:,\s?Doc\s?\d+)*)\]', output)
+ parts = []
+ for part in content_parts:
+ if part.startswith("Doc"):
+ subparts = part.split(",")
+ subparts = [subpart.lower().replace("doc","").strip() for subpart in subparts]
+ subparts = [f"""<a href="#doc{subpart}" class="a-doc-ref" target="_self"><span class='doc-ref'><sup>{subpart}</sup></span></a>""" for subpart in subparts]
+ parts.append("".join(subparts))
+ else:
+ parts.append(part)
+ content_parts = "".join(parts)
+ return content_parts
+
+
+
+def process_figures(docs:list, new_figures:list)->tuple:
+ if new_figures == []:
+ return docs, "", []
+ docs = docs + new_figures
+
+ figures = '<div class="figures-container"><p></p> </div>'
+ gallery = []
+ used_figures = []
+
+ if docs == []:
+ return docs, figures, gallery
+
+
+ docs_figures = [d for d in docs if d.metadata["chunk_type"] == "image"]
+ for i_doc, doc in enumerate(docs_figures):
+ if doc.metadata["chunk_type"] == "image":
+ path = doc.metadata["image_path"]
+
+
+ if path not in used_figures:
+ used_figures.append(path)
+ figure_number = len(used_figures)
+
+ try:
+ key = f"Image {figure_number}"
+
+ image_path = doc.metadata["image_path"].split("documents/")[1]
+ img = get_image_from_azure_blob_storage(image_path)
+
+ # Convert the image to a byte buffer
+ buffered = BytesIO()
+ max_image_length = 500
+ img_resized = img.resize((max_image_length, int(max_image_length * img.size[1]/img.size[0])))
+ img_resized.save(buffered, format="PNG")
+
+ img_str = base64.b64encode(buffered.getvalue()).decode()
+
+ figures = figures + make_html_figure_sources(doc, figure_number, img_str)
+ gallery.append(img)
+ except Exception as e:
+ print(f"Skipped adding image {figure_number} because of {e}")
+
+ return docs, figures, gallery
+
+
+def generate_html_graphs(graphs:list)->str:
+ # Organize graphs by category
+ categories = defaultdict(list)
+ for graph in graphs:
+ category = graph['metadata']['category']
+ categories[category].append(graph['embedding'])
+
+ # Begin constructing the HTML
+ html_code = '''
+ <!DOCTYPE html>
+ <html lang="en">
+ <head>
+ <meta charset="UTF-8">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+ <title>Graphs by Category</title>
+ <style>
+ .tab-content {
+ display: none;
+ }
+ .tab-content.active {
+ display: block;
+ }
+ .tabs {
+ margin-bottom: 20px;
+ }
+ .tab-button {
+ background-color: #ddd;
+ border: none;
+ padding: 10px 20px;
+ cursor: pointer;
+ margin-right: 5px;
+ }
+ .tab-button.active {
+ background-color: #ccc;
+ }
+ </style>
+ <script>
+ function showTab(tabId) {
+ var contents = document.getElementsByClassName('tab-content');
+ var buttons = document.getElementsByClassName('tab-button');
+ for (var i = 0; i < contents.length; i++) {
+ contents[i].classList.remove('active');
+ buttons[i].classList.remove('active');
+ }
+ document.getElementById(tabId).classList.add('active');
+ document.querySelector('button[data-tab="'+tabId+'"]').classList.add('active');
+ }
+ </script>
+ </head>
+ <body>
+ <div class="tabs">
+ '''
+
+ # Add buttons for each category
+ for i, category in enumerate(categories.keys()):
+ active_class = 'active' if i == 0 else ''
+ html_code += f'<button class="tab-button {active_class}" onclick="showTab(\'tab-{i}\')" data-tab="tab-{i}">{category}</button>'
+
+ html_code += '</div>'
+
+ # Add content for each category
+ for i, (category, embeds) in enumerate(categories.items()):
+ active_class = 'active' if i == 0 else ''
+ html_code += f'<div id="tab-{i}" class="tab-content {active_class}">'
+ for embed in embeds:
+ html_code += embed
+ html_code += '</div>'
+
+ html_code += '''
+ </body>
+ </html>
+ '''
+
+ return html_code
+
+
+
+def make_html_source(source,i):
+ meta = source.metadata
+ # content = source.page_content.split(":",1)[1].strip()
+ content = source.page_content.strip()
+
+ toc_levels = []
+ for j in range(2):
+ level = meta[f"toc_level{j}"]
+ if level != "N/A":
+ toc_levels.append(level)
+ else:
+ break
+ toc_levels = " > ".join(toc_levels)
+
+ if len(toc_levels) > 0:
+ name = f"<b>{toc_levels}</b><br/>{meta['name']}"
+ else:
+ name = meta['name']
+
+ score = meta['reranking_score']
+ if score > 0.8:
+ color = "score-green"
+ elif score > 0.5:
+ color = "score-orange"
+ else:
+ color = "score-red"
+
+ relevancy_score = f"<p class=relevancy-score>Relevancy score: <span class='{color}'>{score:.1%}</span></p>"
+
+ if meta["chunk_type"] == "text":
+
+ card = f"""
+ <div class="card" id="doc{i}">
+ <div class="card-content">
+ <h2>Doc {i} - {meta['short_name']} - Page {int(meta['page_number'])}</h2>
+ <p>{content}</p>
+ {relevancy_score}
+ </div>
+ <div class="card-footer">
+ <span>{name}</span>
+ <a href="{meta['url']}#page={int(meta['page_number'])}" target="_blank" class="pdf-link">
+ <span role="img" aria-label="Open PDF">๐</span>
+ </a>
+ </div>
+ </div>
+ """
+
+ else:
+
+ if meta["figure_code"] != "N/A":
+ title = f"{meta['figure_code']} - {meta['short_name']}"
+ else:
+ title = f"{meta['short_name']}"
+
+ card = f"""
+ <div class="card card-image">
+ <div class="card-content">
+ <h2>Image {i} - {title} - Page {int(meta['page_number'])}</h2>
+ <p class='ai-generated'>AI-generated description</p>
+ <p>{content}</p>
+
+ {relevancy_score}
+ </div>
+ <div class="card-footer">
+ <span>{name}</span>
+ <a href="{meta['url']}#page={int(meta['page_number'])}" target="_blank" class="pdf-link">
+ <span role="img" aria-label="Open PDF">๐</span>
+ </a>
+ </div>
+ </div>
+ """
+
+ return card
+
+
+def make_html_papers(df,i):
+ title = df['title'][i]
+ content = df['abstract'][i]
+ url = df['doi'][i]
+ publication_date = df['publication_year'][i]
+ subtitle = df['subtitle'][i]
+
+ card = f"""
+ <div class="card" id="doc{i}">
+ <div class="card-content">
+ <h2>Doc {i+1} - {title}</h2>
+ <p>{content}</p>
+ </div>
+ <div class="card-footer">
+ <span>{subtitle}</span>
+ <a href="{url}" target="_blank" class="pdf-link">
+ <span role="img" aria-label="Open paper">๐</span>
+ </a>
+ </div>
+ </div>
+ """
+
+ return card
+
+
+def make_html_figure_sources(source,i,img_str):
+ meta = source.metadata
+ content = source.page_content.strip()
+
+ score = meta['reranking_score']
+ if score > 0.8:
+ color = "score-green"
+ elif score > 0.5:
+ color = "score-orange"
+ else:
+ color = "score-red"
+
+ toc_levels = []
+ if len(toc_levels) > 0:
+ name = f"<b>{toc_levels}</b><br/>{meta['name']}"
+ else:
+ name = meta['name']
+
+ relevancy_score = f"<p class=relevancy-score>Relevancy score: <span class='{color}'>{score:.1%}</span></p>"
+
+ if meta["figure_code"] != "N/A":
+ title = f"{meta['figure_code']} - {meta['short_name']}"
+ else:
+ title = f"{meta['short_name']}"
+
+ card = f"""
+ <div class="card card-image">
+ <div class="card-content">
+ <h2>Image {i} - {title} - Page {int(meta['page_number'])}</h2>
+ <img src="data:image/png;base64, { img_str }" alt="Alt text" />
+ <p class='ai-generated'>AI-generated description</p>
+
+ <p>{content}</p>
+
+ {relevancy_score}
+ </div>
+ <div class="card-footer">
+ <span>{name}</span>
+ <a href="{meta['url']}#page={int(meta['page_number'])}" target="_blank" class="pdf-link">
+ <span role="img" aria-label="Open PDF">๐</span>
+ </a>
+ </div>
+ </div>
+ """
+ return card
+
+
+
+def make_toolbox(tool_name,description = "",checked = False,elem_id = "toggle"):
+
+ if checked:
+ span = "<span class='checkmark'>✓</span>"
+ else:
+ span = "<span class='loader'></span>"
+
+# toolbox = f"""
+# <div class="dropdown">
+# <label for="{elem_id}" class="dropdown-toggle">
+# {span}
+# {tool_name}
+# <span class="caret"></span>
+# </label>
+# <input type="checkbox" id="{elem_id}" hidden/>
+# <div class="dropdown-content">
+# <p>{description}</p>
+# </div>
+# </div>
+# """
+
+
+ toolbox = f"""
+<div class="dropdown">
+<label for="{elem_id}" class="dropdown-toggle">
+ {span}
+ {tool_name}
+</label>
+</div>
+"""
+
+ return toolbox
diff --git a/requirements.txt b/requirements.txt
index 28f2d22475b93be345587182616c464067613269..2fd546056b4626b6eba86f952f72f4b912c163d9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,13 +1,23 @@
-gradio==4.19.1
+gradio==5.0.2
azure-storage-file-share==12.11.1
azure-storage-blob
python-dotenv==1.0.0
-langchain==0.1.4
-langchain_openai==0.0.6
-pinecone-client==3.0.2
+langchain==0.2.1
+langchain_openai==0.1.7
+langgraph==0.2.70
+pinecone-client==4.1.0
sentence-transformers==2.6.0
huggingface-hub
-msal
pyalex==0.13
networkx==3.2.1
-pyvis==0.3.2
\ No newline at end of file
+pyvis==0.3.2
+flashrank==0.2.5
+rerankers==0.3.0
+torch==2.3.0
+nvidia-cudnn-cu12==8.9.2.26
+langchain-community==0.2
+msal==1.31
+matplotlib==3.9.2
+gradio-modal==0.0.4
+vanna==0.7.5
+geopy==2.4.1
\ No newline at end of file
diff --git a/sandbox/20240310 - CQA - Semantic Routing 1.ipynb b/sandbox/20240310 - CQA - Semantic Routing 1.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..5b8a8dd93b3084216ac9186b84494c9572bf3039
--- /dev/null
+++ b/sandbox/20240310 - CQA - Semantic Routing 1.ipynb
@@ -0,0 +1,1712 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "07f255d7",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "True"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import pandas as pd \n",
+ "import numpy as np\n",
+ "import os\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "import sys\n",
+ "sys.path.append(\"C:/git/climate-question-answering\")\n",
+ "sys.path.append(\"/mnt/c/git/climate-question-answering\")\n",
+ "sys.path.append(\"/home/tim/ai4s/climate_qa/climate-question-answering\")\n",
+ "\n",
+ "from dotenv import load_dotenv\n",
+ "load_dotenv()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4c9258cc-3800-4485-bdd8-889b299b9133",
+ "metadata": {},
+ "source": [
+ "# Import objects"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "6af1a96e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.llm import get_llm\n",
+ "from climateqa.engine.llm.ollama import get_llm as get_llm_ollama\n",
+ "\n",
+ "llm = get_llm(provider=\"openai\")\n",
+ "# llm = get_llm_ollama(model = \"llama3\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "a9128bfc-4b24-4b25-b7a7-68423b1124b1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/tim/anaconda3/envs/climateqa/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+ " from .autonotebook import tqdm as notebook_tqdm\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading FlashRankRanker model ms-marco-TinyBERT-L-2-v2\n",
+ "Loading model FlashRank model ms-marco-TinyBERT-L-2-v2...\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.reranker import get_reranker\n",
+ "\n",
+ "# reranker = get_reranker(\"large\")\n",
+ "reranker = get_reranker(\"nano\")\n",
+ "# from rerankers import Reranker\n",
+ "# # Specific flashrank model.\n",
+ "# # reranker = Reranker('ms-marco-TinyBERT-L-2-v2', model_type='flashrank')\n",
+ "# # reranker = Reranker('ms-marco-MiniLM-L-12-v2', model_type='flashrank')\n",
+ "# # reranker = Reranker('cross-encoder/ms-marco-MiniLM-L-4-v2', model_type='cross-encoder')\n",
+ "# # reranker = Reranker(\"mixedbread-ai/mxbai-rerank-xsmall-v1\", model_type='cross-encoder')\n",
+ "# # reranker = Reranker(\"mixedbread-ai/mxbai-rerank-xsmall-v1\", model_type='cross-encoder')\n",
+ "# reranker = Reranker(\"cohere\", lang='en', api_key = \"XXX\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "942d2705-22dd-46cf-8c31-6daa127e4743",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:sentence_transformers.SentenceTransformer:Load pretrained SentenceTransformer: BAAI/bge-base-en-v1.5\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading embeddings model: BAAI/bge-base-en-v1.5\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:sentence_transformers.SentenceTransformer:Use pytorch device_name: cpu\n",
+ "/home/tim/ai4s/climate_qa/climate-question-answering/climateqa/engine/vectorstore.py:38: LangChainDeprecationWarning: The class `Pinecone` was deprecated in LangChain 0.0.18 and will be removed in 0.3.0. An updated version of the class exists in the langchain-pinecone package and should be used instead. To use it run `pip install -U langchain-pinecone` and import as `from langchain_pinecone import Pinecone`.\n",
+ " vectorstore = PineconeVectorstore(\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.vectorstore import get_pinecone_vectorstore\n",
+ "from climateqa.engine.embeddings import get_embeddings_function\n",
+ "from climateqa.knowledge.retriever import ClimateQARetriever\n",
+ "\n",
+ "embeddings_function = get_embeddings_function()\n",
+ "vectorstore = get_pinecone_vectorstore(embeddings_function)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "882811c8-5890-4048-8630-d052c5179d7d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import torch"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "51aed81d-860b-409a-bae0-f0e1eeb0f120",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "False"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "torch.cuda.is_available()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "16eb91cb-3bfb-4c0c-b29e-753c954c2399",
+ "metadata": {},
+ "source": [
+ "# Semantic Routing"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "1e769371-1f8c-4f34-89c5-c0f9914d47a0",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.intent_categorization import make_intent_categorization_chain"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "480ad611-33c7-49ea-b02c-94d6ce1f1d1a",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "cat_chain = make_intent_categorization_chain(llm)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "82cf49d9-d48e-4d5c-8666-bcc95f637371",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "# for question in SAMPLE_QUESTIONS:\n",
+ "# output = router_chain.invoke({\"input\":question})\n",
+ "# print(question)\n",
+ "# print(output)\n",
+ "# print(\"-\"*100)\n",
+ "# break"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d8ef7e0f-ac5f-4323-b02e-753ce2b4afda",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "cat_chain.invoke({\"input\":\"Which industries have the highest GHG emissions?\"})"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "a9c89f2d-c597-47b8-ae50-75eda964e609",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.knowledge.openalex import OpenAlexRetriever\n",
+ "from climateqa.engine.chains.keywords_extraction import make_keywords_extraction_chain"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "0c609d34-5767-47a6-90a4-d5987e9499ee",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "kec = make_keywords_extraction_chain(llm)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5d781cd4-228b-462f-bd0e-55c02084a616",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "output = kec.invoke(\"What is the environmental footprint of artificial intelligence\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "553fd4d4-fe5a-4050-ae31-dffa2c7af7b2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "50a57f08-40e5-4419-8568-0739a13af904",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ROUTING_INDEX = {\n",
+ " \"Vector\":[\"IPCC\",\"IPBES\",\"IPOS\"],\n",
+ " \"OpenAlex\":[\"OpenAlex\"],\n",
+ "}\n",
+ "\n",
+ "POSSIBLE_SOURCES = [y for values in ROUTING_INDEX.values() for y in values]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "6b45dd9c-58c3-4204-bf44-7b9eb35dcb9d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "questions = [\n",
+ " {\"question\":\"What is climate change ?\",\"sources\":[\"IPCC\",\"IPBES\"]},\n",
+ " {\"question\":\"What is the link between El Nino and climate change ?\",\"sources\":[\"IPCC\",\"OpenAlex\"]},\n",
+ "]\n",
+ "\n",
+ "state = {\"remaining_questions\":questions,\"auto_mode\":False,\"sources_input\":[\"OpenAlex\"]}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "90b02a8e-6e67-4592-8bc7-959b544e914b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# from climateqa.engine.chains.search import make_search_node\n",
+ "from climateqa.engine.graph import search\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "347737d8-c4cb-45a7-9e5d-74d1a2e3f5a2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'remaining_questions': [{'question': 'What is climate change ?',\n",
+ " 'sources': ['IPCC', 'IPBES']},\n",
+ " {'question': 'What is the link between El Nino and climate change ?',\n",
+ " 'sources': ['IPCC', 'OpenAlex']}],\n",
+ " 'auto_mode': False,\n",
+ " 'sources_input': ['OpenAlex']}"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "state.update(search(state))\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "a27425de-1297-417a-af02-fba270df8e38",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.retrieve_documents import make_retriever_node"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "fde71c99-8bdd-4fd5-b36e-6804ec21bf2c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "retrieve = make_retriever_node(vectorstore,reranker,llm)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cdad5b2f-2103-43d6-9d7f-e2addc2c2c3f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "new_state = await retrieve.ainvoke(state)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "751a9a6a-8271-4e89-8754-e2065cd7d737",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "len(new_state[\"documents\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "06db606d-0b04-4e7d-9f55-4f7cefbce654",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "new_state[\"documents\"][1][\"reranking_score\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a5ed23f9-bbbe-4a0b-b919-429e08837765",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "set([\"IPCC\",\"OpenAlex\"]).intersection(set([\"IPCC\",\"IPBES\",\"IPOS\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ca801dc5-958b-4392-88ac-5cb69e5f6fab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "new_questions = []\n",
+ "\n",
+ "for q in questions:\n",
+ " question,sources = q[\"question\"],q[\"sources\"]\n",
+ "\n",
+ " for index,index_sources in ROUTING_INDEX.items():\n",
+ " selected_sources = list(set(sources).intersection(index_sources))\n",
+ " new_questions.append({\"question\":question,\"sources\":selected_sources,\"index\":index})\n",
+ "\n",
+ "new_questions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 199,
+ "id": "6091ada7-851c-4ffc-859e-ea33a6fbb310",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "oa = OpenAlex()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 216,
+ "id": "8c5771bb-9074-45e0-afdb-f9eda2cb5ad4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test = oa.search(\"warming AND impoverished communities\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5ef2094a-2e98-4ed9-b0a6-7536ae8057ca",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0996d61d-905e-4e88-bce3-3f905846dd73",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test[[\"title\",\"abstract\"]].isnull().sum()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6ee7ab03-2cb5-4c43-b38e-0996951d1649",
+ "metadata": {},
+ "source": [
+ "##### test[\"content\"].dropna()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 218,
+ "id": "677b95e3-ad04-41eb-85e6-76d45db81933",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "oa = OpenAlexRetriever(min_year = 1960)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 232,
+ "id": "c4d15feb-9faa-44bd-af2d-425351747725",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "docs = oa.invoke(\"cloud formations AND Earth's radiative balance\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d8eac98e-1efc-4f85-b8f5-41a8c0c03a8e",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "docs[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b27c6f48-f4d3-4525-aa1d-8c3c52eb2179",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "docs[0].metadata"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6f50f767-64e9-4f5d-82b4-496530532ad9",
+ "metadata": {
+ "jp-MarkdownHeadingCollapsed": true
+ },
+ "source": [
+ "# Query Rewriter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "3345a24e-e794-4e84-93ae-98be5ca61af3",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.query_transformation import make_query_rewriter_chain,make_query_decomposition_chain\n",
+ "from climateqa.engine.chains.translation import make_translation_chain"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "16bd17cd-f9ea-489c-923f-acd851b09cd8",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "rewriter_chain = make_query_rewriter_chain(llm)\n",
+ "translation_chain = make_translation_chain(llm)\n",
+ "decomposition_chain = make_query_decomposition_chain(llm)\n",
+ "router_chain = make_intent_router_chain(llm)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "3a2147fc-8437-44a3-87ae-52fe5b8f8f87",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def transform_query(user_input):\n",
+ " \n",
+ " state = {\"user_input\":user_input}\n",
+ " \n",
+ " # Route\n",
+ " output_router = router_chain.invoke({\"input\":user_input})\n",
+ " if \"language\" not in output_router: output_router[\"language\"] = \"English\"\n",
+ " state.update(output_router)\n",
+ " \n",
+ " # Translation\n",
+ " if output_router[\"language\"].lower() != \"english\":\n",
+ " translation = translation_chain.invoke({\"input\":user_input})\n",
+ " state[\"query\"] = translation[\"translation\"]\n",
+ " else:\n",
+ " state[\"query\"] = user_input\n",
+ " \n",
+ " # Decomposition\n",
+ " decomposition_output = decomposition_chain.invoke({\"input\":state[\"query\"]})\n",
+ " state.update(decomposition_output)\n",
+ " \n",
+ " # Query Analysis\n",
+ " questions = []\n",
+ " for question in state[\"questions\"]:\n",
+ " question_state = {\"question\":question}\n",
+ " analysis_output = rewriter_chain.invoke({\"input\":question})\n",
+ " question_state.update(analysis_output)\n",
+ " questions.append(question_state)\n",
+ " state[\"questions\"] = questions\n",
+ " \n",
+ " return state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4151d2e4-0bfe-4642-a185-2dcb639e6f78",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "# question = \"Franchement je sais pas trop de quoi on parle lร , qui sont les membres du GIEC en fait ? Et quelles sont leurs derniรจres publications ?\"\n",
+ "question = \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"\n",
+ "question = \"I need to search the president of the United States, find their age, then find how old they will be in June 2023.\"\n",
+ "question = \"What does Morrison argue about IK and LK on internal migration ?\"\n",
+ "state = transform_query(question)\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a322f737-191d-407f-b499-2b79476fac8b",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "questions = [\n",
+ " \"Super thanks, Which industries have the highest GHG emissions?\",\n",
+ " \"How do you compare the view on biodiversity between the IPCC and IPBES ?\",\n",
+ " \"Est-ce que l'IA a un impact sur l'environnement ?\",\n",
+ " \"Que dit le GIEC sur l'impact de l'IA\",\n",
+ " \"Franchement je sais pas trop de quoi on parle lร , qui sont les membres du GIEC en fait ? Et quelles sont leurs derniรจres publications ?\",\n",
+ " \"Ok that's nice, but I don't really understand. What is the impact of El Nino ?\",\n",
+ " \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\",\n",
+ " \"Which industries have the highest GHG emissions?\",\n",
+ " \"What are invasive alien species and how do they threaten biodiversity and ecosystems?\",\n",
+ " \"Are human activities causing global warming?\",\n",
+ " \"What is the motivation behind mining the deep seabed?\",\n",
+ " \"Tu peux m'รฉcrire un poรจme sur le changement climatique ?\",\n",
+ " \"Tu peux m'รฉcrire un poรจme sur les bonbons ?\",\n",
+ " \"What will be the temperature in 2100 in Strasbourg?\",\n",
+ " \"C'est quoi le lien entre biodiversity and changement climatique ?\",\n",
+ " \"Can you tell me more about ESRS2 ?\"\n",
+ "]\n",
+ "\n",
+ "question = questions[0]\n",
+ "question"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fcee82a3-342d-4da1-8c27-a6f6079da4a7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "question = \"Very nice thank you, What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"\n",
+ "output = rewriter_chain.invoke({\"input\":question})\n",
+ "output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d13d6a1a-9fa5-4e47-861e-30a79ea97d05",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "for question in questions:\n",
+ " print(question)\n",
+ " output = transform_query(question)\n",
+ " print(output)\n",
+ " print(\"-\"*100)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7a0d82ad-44e7-40a7-a594-48823429d70e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "rewriter_chain.invoke({\"input\":question})"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "05aeeb92-9408-42b8-9f99-1e907c6a0798",
+ "metadata": {},
+ "source": [
+ "# Langgraph\n",
+ "Inspired from https://colab.research.google.com/drive/1WemHvycYcoNTDr33w7p2HL3FF72Nj88i?usp=sharing#scrollTo=YJ77ZCzkiGTL"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8664f5f1-0db8-4c3d-8229-e1719224cde5",
+ "metadata": {},
+ "source": [
+ "## Graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "2376e1d7-5893-4022-a0af-155bb8c1950f",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "TypeError",
+ "evalue": "make_graph_agent() missing 1 required positional argument: 'reranker'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[7], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mclimateqa\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mengine\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mgraph\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m make_graph_agent,display_graph\n\u001b[0;32m----> 2\u001b[0m agent \u001b[38;5;241m=\u001b[39m \u001b[43mmake_graph_agent\u001b[49m\u001b[43m(\u001b[49m\u001b[43mllm\u001b[49m\u001b[43m,\u001b[49m\u001b[43mvectorstore\u001b[49m\u001b[43m,\u001b[49m\u001b[43mreranker\u001b[49m\u001b[43m)\u001b[49m\n",
+ "\u001b[0;31mTypeError\u001b[0m: make_graph_agent() missing 1 required positional argument: 'reranker'"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.graph import make_graph_agent,display_graph\n",
+ "agent = make_graph_agent(llm,vectorstore,reranker)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a1f78d00-e4a0-40f3-a1e9-61dea83fa6cb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "display_graph(agent)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3a07607b-eb02-467f-a255-0c6bcdc6f62c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "verbose = False\n",
+ "# question = \"What does the IPCC and IPBES think about deforestation ?\"\n",
+ "# question = \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"\n",
+ "# question = \"Are human activities causing global warming?\"\n",
+ "# question = \"What are the evidence of climate change?\"\n",
+ "# question = \"What specific mechanisms link solar activity, particularly sunspots, to changes in global climate?\"\n",
+ "# question = \"In what ways does warming specifically help impoverished communities?\"\n",
+ "question = \"What's the impact of PFAS on babies ?\"\n",
+ "\n",
+ "steps_display = {\n",
+ " \"categorize_intent\":(\"... Analyzing user message\",True),\n",
+ " \"transform_query\":(\"... Thinking step by step to answer the question\",True),\n",
+ " # \"retrieve_documents\":(\"... Searching in the knowledge base\",False),\n",
+ "}\n",
+ "\n",
+ "def display_steps(event):\n",
+ "\n",
+ " for event_name,(event_description,display_output) in steps_display.items():\n",
+ " if event[\"name\"] == event_name:\n",
+ " if event[\"event\"] == \"on_chain_start\":\n",
+ " print(event_description)\n",
+ " elif event[\"event\"] == \"on_chain_end\":\n",
+ " if display_output:\n",
+ " print(event[\"data\"][\"output\"])\n",
+ " if event[\"name\"] == \"log_retriever\" and event[\"event\"] == \"on_chain_start\":\n",
+ " question = event[\"data\"][\"input\"][\"question\"]\n",
+ " sources = event[\"data\"][\"input\"][\"sources\"]\n",
+ " print(f\"\"\"... Searching for \"{question}\" in {\", \".join(sources)}\"\"\")\n",
+ "\n",
+ "async for event in agent.astream_events({\"user_input\":question,\"sources_input\":[\"IPCC\"],\"sources_auto\":False,\"audience\":\"experts\"},version = \"v1\"):\n",
+ "# async for event in agent.astream_log({\"user_input\":question,\"sources_input\":[\"auto\"],\"audience\":\"experts\"}):\n",
+ "\n",
+ " if verbose:\n",
+ " print(str(event)[:1000])\n",
+ " print(\"-\"*50)\n",
+ " else:\n",
+ " \n",
+ " if event[\"event\"] == \"on_chat_model_stream\":\n",
+ " print(event[\"data\"][\"chunk\"].content,end = \"\")\n",
+ "\n",
+ " if event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_end\":\n",
+ " docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " \n",
+ " display_steps(event)\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a09f58e5-368b-486b-a458-7cfe56445c08",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "docs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9b41f377-b3a9-41eb-acef-fb3ea131c374",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "output = await agent.ainvoke({\"user_input\":\"C'est quoi l'empreinte carbone de l'IA\"})\n",
+ "output"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8d89f36b-fc04-4d0c-b9c4-990b489b7fc3",
+ "metadata": {},
+ "source": [
+ "## Test simple route chains"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "1d884bb7-7230-47cb-a778-36cffed1fcde",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.answer_chitchat import make_chitchat_chain\n",
+ "from climateqa.engine.chains.answer_ai_impact import make_ai_impact_chain\n",
+ "\n",
+ "chitchat_chain = make_chitchat_chain(llm)\n",
+ "ai_impact_chain = make_ai_impact_chain(llm)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "586a4ead-6064-42e8-9f3c-8973b8d754c6",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "async for event in ai_impact_chain.astream_events({\"question\":\"Mais c'est quoi l'empreinte carbone de cet outil, รงa doit consommer pas mal ...\"},version = \"v1\"):\n",
+ " if event[\"event\"] == \"on_chain_stream\":\n",
+ " print(event[\"data\"][\"chunk\"],end = \"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6f3a1c52-f92a-442b-9442-22415087da8b",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "async for event in chitchat_chain.astream_events({\"question\":\"Vas y blbablablala\"},version = \"v1\"):\n",
+ " if event[\"event\"] == \"on_chain_stream\":\n",
+ " print(event[\"data\"][\"chunk\"],end = \"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "0e380744-e03d-408d-9282-3fcb6925413b",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "from langchain.schema import Document\n",
+ "from langgraph.graph import END, StateGraph"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1788fbb7-90df-41e5-88c4-83c5e59fe23c",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "## Retriever & Reranker"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cbe2f9f0-0c0b-46f8-929c-51a94eab5f22",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "query = \"Is global warming caused by humans?\"\n",
+ "\n",
+ "retriever = ClimateQARetriever(\n",
+ " vectorstore=vectorstore,\n",
+ " sources = [\"IPCC\"],\n",
+ " # reports = ias_reports,\n",
+ " min_size = 200,\n",
+ " k_summary = 5,k_total = 100,\n",
+ " threshold = 0.5,\n",
+ ")\n",
+ "\n",
+ "docs_question = retriever.get_relevant_documents(query)\n",
+ "len(docs_question)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6e6892d2-a5bd-456a-8284-6e844d02af0e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "from scipy.special import expit, logit\n",
+ "\n",
+ "def rerank_docs(reranker,docs,query):\n",
+ " \n",
+ " # Get a list of texts from langchain docs\n",
+ " input_docs = [x.page_content for x in docs]\n",
+ " \n",
+ " # Rerank using rerankers library\n",
+ " results = reranker.rank(query=query, docs=input_docs)\n",
+ "\n",
+ " # Prepare langchain list of docs\n",
+ " docs_reranked = []\n",
+ " for result in results.results:\n",
+ " doc_id = result.document.doc_id\n",
+ " doc = docs[doc_id]\n",
+ " doc.metadata[\"rerank_score\"] = result.score\n",
+ " doc.metadata[\"query_used_for_retrieval\"] = query\n",
+ " docs_reranked.append(doc)\n",
+ " return docs_reranked\n",
+ "\n",
+ "docs_reranked = rerank_docs(reranker,docs_question,query)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "430209db-5ffb-4017-8ebd-12fee30df327",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "docs_reranked[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5ed0b677-bcc4-48b0-bc99-2f515f2e7293",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def divide_into_parts(target, parts):\n",
+ " # Base value for each part\n",
+ " base = target // parts\n",
+ " # Remainder to distribute\n",
+ " remainder = target % parts\n",
+ " # List to hold the result\n",
+ " result = []\n",
+ " \n",
+ " for i in range(parts):\n",
+ " if i < remainder:\n",
+ " # These parts get base value + 1\n",
+ " result.append(base + 1)\n",
+ " else:\n",
+ " # The rest get the base value\n",
+ " result.append(base)\n",
+ " \n",
+ " return result\n",
+ "\n",
+ "divide_into_parts(15,3)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1886fe98-4a29-4419-b436-adcbdbda35ac",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "questions = "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 133,
+ "id": "4fca0c26-cc42-4f40-996a-c915b7c03a85",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "state = {'query': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\",\n",
+ " 'questions': [{'question': \"What role do cloud formations play in modulating the Earth's radiative balance?\",\n",
+ " 'sources': ['IPCC']},\n",
+ " {'question': 'How are cloud formations represented in current climate models?',\n",
+ " 'sources': ['IPCC']}]}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 177,
+ "id": "28307adf-42bb-4067-a95d-c5c4867d2657",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "state = {'query': \"What does Morrison argue about the role of IK and LK ?\",\n",
+ " 'questions': [{'question': \"How is the manga One Piece cited in the IPCC\",\n",
+ " 'sources': ['IPCC']}]}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 178,
+ "id": "9daa8285-919b-4eab-b071-70ea866d473e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import sys\n",
+ "import os\n",
+ "from contextlib import contextmanager\n",
+ "\n",
+ "@contextmanager\n",
+ "def suppress_output():\n",
+ " # Open a null device\n",
+ " with open(os.devnull, 'w') as devnull:\n",
+ " # Store the original stdout and stderr\n",
+ " old_stdout = sys.stdout\n",
+ " old_stderr = sys.stderr\n",
+ " # Redirect stdout and stderr to the null device\n",
+ " sys.stdout = devnull\n",
+ " sys.stderr = devnull\n",
+ " try:\n",
+ " yield\n",
+ " finally:\n",
+ " # Restore stdout and stderr\n",
+ " sys.stdout = old_stdout\n",
+ " sys.stderr = old_stderr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 179,
+ "id": "4fc2efe2-783d-44ba-a246-2472ce6fd19b",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def retrieve_documents(state):\n",
+ " \n",
+ " POSSIBLE_SOURCES = [\"IPCC\",\"IPBES\",\"IPOS\",\"OpenAlex\"]\n",
+ " questions = state[\"questions\"]\n",
+ " \n",
+ " # Use sources from the user input or from the LLM detection\n",
+ " sources_input = state[\"sources_input\"] if \"sources_input\" in state else [\"auto\"]\n",
+ " auto_mode = \"auto\" in sources_input\n",
+ " \n",
+ " # Constants\n",
+ " k_final = 15\n",
+ " k_before_reranking = 100\n",
+ " k_summary = 5\n",
+ " rerank_by_question = True\n",
+ " \n",
+ " # There are several options to get the final top k\n",
+ " # Option 1 - Get 100 documents by question and rerank by question\n",
+ " # Option 2 - Get 100/n documents by question and rerank the total\n",
+ " if rerank_by_question:\n",
+ " k_by_question = divide_into_parts(k_final,len(questions))\n",
+ " \n",
+ " docs = []\n",
+ " \n",
+ " for i,q in enumerate(questions):\n",
+ " \n",
+ " sources = q[\"sources\"]\n",
+ " question = q[\"question\"]\n",
+ " \n",
+ " # If auto mode, we use the sources detected by the LLM\n",
+ " if auto_mode:\n",
+ " sources = [x for x in sources if x in POSSIBLE_SOURCES]\n",
+ " \n",
+ " # Otherwise, we use the config\n",
+ " else:\n",
+ " sources = sources_input\n",
+ " \n",
+ " # Search the document store using the retriever\n",
+ " # Configure high top k for further reranking step\n",
+ " retriever = ClimateQARetriever(\n",
+ " vectorstore=vectorstore,\n",
+ " sources = sources,\n",
+ " # reports = ias_reports,\n",
+ " min_size = 200,\n",
+ " k_summary = k_summary,k_total = k_before_reranking,\n",
+ " threshold = 0.5,\n",
+ " )\n",
+ " docs_question = retriever.get_relevant_documents(question)\n",
+ " \n",
+ " # Rerank\n",
+ " with suppress_output():\n",
+ " docs_question = rerank_docs(reranker,docs_question,question)\n",
+ " \n",
+ " # If rerank by question we select the top documents for each question\n",
+ " if rerank_by_question:\n",
+ " docs_question = docs_question[:k_by_question[i]]\n",
+ " \n",
+ " # Add sources used in the metadata\n",
+ " for doc in docs_question:\n",
+ " doc.metadata[\"sources_used\"] = sources\n",
+ " \n",
+ " # Add to the list of docs\n",
+ " docs.extend(docs_question)\n",
+ " \n",
+ " # Sorting the list in descending order by rerank_score\n",
+ " # Then select the top k\n",
+ " docs = sorted(docs, key=lambda x: x.metadata[\"rerank_score\"], reverse=True)\n",
+ " docs = docs[:k_final]\n",
+ " \n",
+ " new_state = {\"documents\":docs}\n",
+ " return new_state\n",
+ "\n",
+ "def search(state):\n",
+ " return {}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "299cdae3-2e97-4e47-bad3-98643dfaf4ea",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "output = retrieve_documents(state)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "638be0ea-bd41-45d7-ac7c-57ed789da3c5",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "rerank_scores = np.array([doc.metadata[\"rerank_score\"] for doc in output[\"documents\"]])\n",
+ "print(rerank_scores)\n",
+ "print(np.mean(rerank_scores))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "69ba19d3-97fb-4a23-99ee-c5827e0664e6",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "for doc in output[\"documents\"]:\n",
+ " print(doc)\n",
+ " print(\"\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5ef9b1be-d913-4dbd-ad67-b87c4e948d11",
+ "metadata": {},
+ "source": [
+ "## Create the RAG"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b4638a7a-08c4-4259-a2de-77d1eb45a47c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# async def answer_ai_impact(state,config):\n",
+ "# answer = await ai_impact_chain.ainvoke({\"question\":state[\"user_input\"]},config)\n",
+ "# return {\"answer\":answer}\n",
+ " \n",
+ "async def answer_rag(state):\n",
+ " \n",
+ " # Get the docs\n",
+ " docs = state[\"documents\"]\n",
+ " \n",
+ " # Compute the trust average score\n",
+ " rerank_scores = np.array([doc.metadata[\"rerank_score\"] for doc in docs])\n",
+ " trust_score = np.mean(rerank_scores)\n",
+ " \n",
+ " # \n",
+ " answer = \"\\n\".join([x[\"question\"] for x in state[\"questions\"]])\n",
+ " return {\"answer\":answer}"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "827873ee-f74d-4ed6-a4f8-fc8a3ef6aea8",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "## Test the graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "b91f4f58",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:chromadb.telemetry.posthog:Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information.\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Translate query ----\n"
+ ]
+ },
+ {
+ "ename": "ValueError",
+ "evalue": "Node `retrieve_graphs_chitchat` is not reachable",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[10], line 8\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mlangchain_chroma\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Chroma\n\u001b[1;32m 7\u001b[0m vectorstore_graphs \u001b[38;5;241m=\u001b[39m Chroma(persist_directory\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/home/tim/ai4s/climate_qa/climate-question-answering/data/vectorstore_owid\u001b[39m\u001b[38;5;124m\"\u001b[39m, embedding_function\u001b[38;5;241m=\u001b[39membeddings_function)\n\u001b[0;32m----> 8\u001b[0m app \u001b[38;5;241m=\u001b[39m \u001b[43mmake_graph_agent\u001b[49m\u001b[43m(\u001b[49m\u001b[43mllm\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvectorstore_ipcc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mvectorstore\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvectorstore_graphs\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mvectorstore_graphs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreranker\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreranker\u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m~/ai4s/climate_qa/climate-question-answering/climateqa/engine/graph.py:178\u001b[0m, in \u001b[0;36mmake_graph_agent\u001b[0;34m(llm, vectorstore_ipcc, vectorstore_graphs, reranker, threshold_docs)\u001b[0m\n\u001b[1;32m 169\u001b[0m workflow\u001b[38;5;241m.\u001b[39madd_edge(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mretrieve_graphs_chitchat\u001b[39m\u001b[38;5;124m\"\u001b[39m, END)\n\u001b[1;32m 170\u001b[0m \u001b[38;5;66;03m# workflow.add_edge(\"answer_ai_impact\", \"translate_query_ai\")\u001b[39;00m\n\u001b[1;32m 171\u001b[0m \u001b[38;5;66;03m# workflow.add_edge(\"translate_query_ai\", \"transform_query_ai\")\u001b[39;00m\n\u001b[1;32m 172\u001b[0m \u001b[38;5;66;03m# workflow.add_edge(\"transform_query_ai\", \"retrieve_graphs_ai\")\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 176\u001b[0m \n\u001b[1;32m 177\u001b[0m \u001b[38;5;66;03m# Compile\u001b[39;00m\n\u001b[0;32m--> 178\u001b[0m app \u001b[38;5;241m=\u001b[39m \u001b[43mworkflow\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompile\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 179\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m app\n",
+ "File \u001b[0;32m~/anaconda3/envs/climateqa/lib/python3.11/site-packages/langgraph/graph/state.py:430\u001b[0m, in \u001b[0;36mStateGraph.compile\u001b[0;34m(self, checkpointer, store, interrupt_before, interrupt_after, debug)\u001b[0m\n\u001b[1;32m 427\u001b[0m interrupt_after \u001b[38;5;241m=\u001b[39m interrupt_after \u001b[38;5;129;01mor\u001b[39;00m []\n\u001b[1;32m 429\u001b[0m \u001b[38;5;66;03m# validate the graph\u001b[39;00m\n\u001b[0;32m--> 430\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalidate\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 431\u001b[0m \u001b[43m \u001b[49m\u001b[43minterrupt\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[1;32m 432\u001b[0m \u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[43minterrupt_before\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43minterrupt_before\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m!=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m*\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43minterrupt_after\u001b[49m\n\u001b[1;32m 433\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43minterrupt_after\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m!=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m*\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\n\u001b[1;32m 434\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\n\u001b[1;32m 435\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 436\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 438\u001b[0m \u001b[38;5;66;03m# prepare output channels\u001b[39;00m\n\u001b[1;32m 439\u001b[0m output_channels \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 440\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m__root__\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 441\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mschemas[\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moutput]) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 447\u001b[0m ]\n\u001b[1;32m 448\u001b[0m )\n",
+ "File \u001b[0;32m~/anaconda3/envs/climateqa/lib/python3.11/site-packages/langgraph/graph/graph.py:393\u001b[0m, in \u001b[0;36mGraph.validate\u001b[0;34m(self, interrupt)\u001b[0m\n\u001b[1;32m 391\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m node \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mnodes:\n\u001b[1;32m 392\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m node \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m all_targets:\n\u001b[0;32m--> 393\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNode `\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnode\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m` is not reachable\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 394\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m target \u001b[38;5;129;01min\u001b[39;00m all_targets:\n\u001b[1;32m 395\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m target \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mnodes \u001b[38;5;129;01mand\u001b[39;00m target \u001b[38;5;241m!=\u001b[39m END:\n",
+ "\u001b[0;31mValueError\u001b[0m: Node `retrieve_graphs_chitchat` is not reachable"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.graph import make_graph_agent,display_graph\n",
+ "\n",
+ "# app = make_graph_agent(llm,vectorstore,reranker)\n",
+ "\n",
+ "from langchain_chroma import Chroma\n",
+ "\n",
+ "vectorstore_graphs = Chroma(persist_directory=\"/home/tim/ai4s/climate_qa/climate-question-answering/data/vectorstore_owid\", embedding_function=embeddings_function)\n",
+ "app = make_graph_agent(llm, vectorstore_ipcc= vectorstore, vectorstore_graphs = vectorstore_graphs, reranker=reranker)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "c3c70cdb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ "text/plain": [
+ "<IPython.core.display.Image object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "display_graph(app)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3c387c53",
+ "metadata": {},
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "05ead97d",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "NameError",
+ "evalue": "name 'app' is not defined",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[9], line 7\u001b[0m\n\u001b[1;32m 5\u001b[0m question \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat evidence do we have of climate change and are human activities responsible for global warming?\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 6\u001b[0m events_list \u001b[38;5;241m=\u001b[39m []\n\u001b[0;32m----> 7\u001b[0m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mfor\u001b[39;00m event \u001b[38;5;129;01min\u001b[39;00m \u001b[43mapp\u001b[49m\u001b[38;5;241m.\u001b[39mastream_events({\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muser_input\u001b[39m\u001b[38;5;124m\"\u001b[39m: question,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msources\u001b[39m\u001b[38;5;124m\"\u001b[39m:[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mauto\u001b[39m\u001b[38;5;124m\"\u001b[39m], \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124maudience\u001b[39m\u001b[38;5;124m\"\u001b[39m : \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mexpert\u001b[39m\u001b[38;5;124m'\u001b[39m}, version\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mv1\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m 8\u001b[0m events_list\u001b[38;5;241m.\u001b[39mappend(event)\n\u001b[1;32m 10\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon_chat_model_stream\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n",
+ "\u001b[0;31mNameError\u001b[0m: name 'app' is not defined"
+ ]
+ }
+ ],
+ "source": [
+ "# question = \"Tu penses quoi de Shakespeare ?\"\n",
+ "question = \"C'est quoi la recette de la tarte aux pommes ?\"\n",
+ "question = \"C'est quoi l'impact de ChatGPT ?\"\n",
+ "question = \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"\n",
+ "question = \"What evidence do we have of climate change and are human activities responsible for global warming?\"\n",
+ "events_list = []\n",
+ "async for event in app.astream_events({\"user_input\": question,\"sources\":[\"auto\"], \"audience\" : 'expert'}, version=\"v1\"):\n",
+ " events_list.append(event)\n",
+ "\n",
+ " if event[\"event\"] == \"on_chat_model_stream\":\n",
+ " token = event[\"data\"][\"chunk\"].content\n",
+ " print(token,end = \"\")\n",
+ " else :\n",
+ " events_list.append(event)\n",
+ " # print(event)\n",
+ " # print(\"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "4aa3d0c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "steps_display = {\n",
+ " \"categorize_intent\":(\"๐๏ธ Analyzing user message\",True),\n",
+ " \"transform_query\":(\"๐๏ธ Thinking step by step to answer the question\",True),\n",
+ " \"retrieve_documents\":(\"๐๏ธ Searching in the knowledge base\",False),\n",
+ "}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "ad6b4819",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'event': 'on_chain_start', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'input': {'user_input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\", 'audience': 'expert'}}, 'parent_ids': []}\n",
+ "{'event': 'on_chain_start', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'input': {'user_input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\", 'audience': 'expert'}}, 'parent_ids': []}\n",
+ "{'event': 'on_chain_stream', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'chunk': {'intent': 'search', 'language': 'English', 'query': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}}, 'parent_ids': []}\n",
+ "{'event': 'on_chain_stream', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'chunk': {'intent': 'search', 'language': 'English', 'query': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}}, 'parent_ids': []}\n",
+ "{'event': 'on_chain_end', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'input': {'user_input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\", 'audience': 'expert'}, 'output': {'intent': 'search', 'language': 'English', 'query': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}}, 'parent_ids': []}\n",
+ "{'event': 'on_chain_end', 'name': 'categorize_intent', 'run_id': '3ad80670-fa9e-4964-9961-f61d3d51b31b', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'categorize_intent', 'langgraph_triggers': ['start:categorize_intent'], 'langgraph_path': ('__pregel_pull', 'categorize_intent'), 'langgraph_checkpoint_ns': 'categorize_intent:60ee815d-ddc7-53f9-ee31-896198d632db'}, 'data': {'input': {'user_input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\", 'audience': 'expert'}, 'output': {'intent': 'search', 'language': 'English', 'query': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}}, 'parent_ids': []}\n"
+ ]
+ }
+ ],
+ "source": [
+ "nodes =[]\n",
+ "for event in events_list:\n",
+ " # print(\"event\",event[\"event\"],\"name\",event[\"name\"], \"metadata\", event[\"metadata\"])\n",
+ " if \"langgraph_node\" in event[\"metadata\"]:\n",
+ " nodes.append(event[\"metadata\"][\"langgraph_node\"])\n",
+ " \n",
+ " \n",
+ " # print(\"node : \", event[\"metadata\"][\"langgraph_node\"], \"event\",event[\"event\"],\"name\",event[\"name\"])\n",
+ " # print(event[\"event\"],\"name\",event[\"name\"])\n",
+ " # if event[\"event\"] == \"on_chat_model_stream\":\n",
+ " # print(event)\n",
+ "\n",
+ " # if event[\"name\"] in steps_display.keys() and event[\"event\"] == \"on_chain_end\": #display steps\n",
+ " # if event[\"event\"] == \"on_chain_end\" and event[\"name\"] == \"transform_query\": #display steps\n",
+ " # if event[\"name\"] == \"transform_query\": #display steps\n",
+ " # print(event)\n",
+ " \n",
+ " # if event[\"name\"] != \"transform_query\" and event[\"event\"] == \"on_chat_model_stream\":\n",
+ " # print(event)\n",
+ " if event[\"name\"] == \"categorize_intent\":\n",
+ " print(event)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "e54af13e",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "NameError",
+ "evalue": "name 'Document' is not defined",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m x \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mon_chain_end\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mretrieve_documents\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m60525384-8138-4522-99c1-a1eb59defbd4\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtags\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgraph:step:4\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmetadata\u001b[39m\u001b[38;5;124m'\u001b[39m: {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanggraph_step\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m4\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanggraph_node\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mretrieve_documents\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanggraph_triggers\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtransform_query\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanggraph_path\u001b[39m\u001b[38;5;124m'\u001b[39m: (\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__pregel_pull\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mretrieve_documents\u001b[39m\u001b[38;5;124m'\u001b[39m), \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanggraph_checkpoint_ns\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mretrieve_documents:29351557-d5e9-6fb7-9c8f-fc1101da92e8\u001b[39m\u001b[38;5;124m'\u001b[39m}, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdata\u001b[39m\u001b[38;5;124m'\u001b[39m: {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124minput\u001b[39m\u001b[38;5;124m'\u001b[39m: {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124muser_input\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mI am not really sure what you mean. What role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance, and how are they represented in current climate models?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlanguage\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEnglish\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mintent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msearch\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mI am not really sure what you mean. What role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance, and how are they represented in current climate models?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mremaining_questions\u001b[39m\u001b[38;5;124m'\u001b[39m: [{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mHow are cloud formations represented in current climate models?\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn_questions\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124maudience\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mexpert\u001b[39m\u001b[38;5;124m'\u001b[39m}, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124moutput\u001b[39m\u001b[38;5;124m'\u001b[39m: {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocuments\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[43mDocument\u001b[49m(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument1\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m1.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124melement_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfigure_code\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfile_size\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mimage_path\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn_pages\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m32.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSummary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of the WGI to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m1056.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m219.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m266.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m200.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m7\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2021.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFigure SPM.2 | Assessed contributions to observed warming in 2010-2019 relative to 1850-1900\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGI SPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mA. The Current State of the Climate\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_SPM.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.595214307\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPanel (b) Evidence from attribution studies, which synthesize information from climate models and observations. The panel shows temperature change attributed to: total human influence; changes in well-mixed greenhouse gas concentrations; other human drivers due to aerosols, ozone and land-use change (land-use reflectance); solar and volcanic drivers; and internal climate variability. Whiskers show likely ranges.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mPanel (c) Evidence from the assessment of radiative forcing and climate sensitivity. The panel shows temperature changes from individual components of human influence: emissions of greenhouse gases, aerosols and their precursors; land-use changes (land-use reflectance and irrigation); and aviation contrails. Whiskers show very likely ranges. Estimates account for both direct emissions into the atmosphere and their effect, if any, on other climate drivers. For aerosols, both direct effects (through radiation) and indirect effects (through interactions with clouds) are considered. \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124mCross-Chapter Box 2.3, 3.3.1, 6.4.2, 7.3}\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.9769342541694641\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPanel (b) Evidence from attribution studies, which synthesize information from climate models and observations. The panel shows temperature change attributed to: total human influence; changes in well-mixed greenhouse gas concentrations; other human drivers due to aerosols, ozone and land-use change (land-use reflectance); solar and volcanic drivers; and internal climate variability. Whiskers show likely ranges.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mPanel (c) Evidence from the assessment of radiative forcing and climate sensitivity. The panel shows temperature changes from individual components of human influence: emissions of greenhouse gases, aerosols and their precursors; land-use changes (land-use reflectance and irrigation); and aviation contrails. Whiskers show very likely ranges. Estimates account for both direct emissions into the atmosphere and their effect, if any, on other climate drivers. 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In: Climate Change 2021: The Physical Science Basis. Contribution of the WGI to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m638.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m177.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m200.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m150.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m11\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2021.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFigure SPM.3 | Synthesis of assessed observed and attributable regional changes \u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGI SPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mA. The Current State of the Climate\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_SPM.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.592556596\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mA.4.1 Human-caused radiative forcing of 2.72 [1.96 to 3.48] W m-2 in 2019 relative to 1750 has warmed the climate system. This warming is mainly due to increased GHG concentrations, partly reduced by cooling due to increased aerosol concentrations. The radiative forcing has increased by 0.43 W m-2 (19\u001b[39m\u001b[38;5;124m%\u001b[39m\u001b[38;5;124m) relative to AR5, of which 0.34 W m-2 is due to the increase in GHG concentrations since 2011. The remainder is due to improved scientific understanding and changes in the assessment of aerosol forcing, which include decreases in concentration and improvement in its calculation (high confidence). \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m2.2, 7.3, TS.2.2, TS.3.1}\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.907663881778717\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mA.4.1 Human-caused radiative forcing of 2.72 [1.96 to 3.48] W m-2 in 2019 relative to 1750 has warmed the climate system. This warming is mainly due to increased GHG concentrations, partly reduced by cooling due to increased aerosol concentrations. The radiative forcing has increased by 0.43 W m-2 (19\u001b[39m\u001b[38;5;124m%\u001b[39m\u001b[38;5;124m) relative to AR5, of which 0.34 W m-2 is due to the increase in GHG concentrations since 2011. The remainder is due to improved scientific understanding and changes in the assessment of aerosol forcing, which include decreases in concentration and improvement in its calculation (high confidence). \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m2.2, 7.3, TS.2.2, TS.3.1}\u001b[39m\u001b[38;5;124m'\u001b[39m), Document(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument1\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m1.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124melement_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfigure_code\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfile_size\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mimage_path\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn_pages\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m32.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSummary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of the WGI to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m827.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m238.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m278.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m209.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m19\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2021.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFigure SPM.6 | Projected changes in the intensity and frequency of hot temperature extremes over land, extreme precipitation over land, \u001b[39m\u001b[38;5;130;01m\\r\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mand agricultural and ecological droughts in drying regions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGI SPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB. Possible Climate Futures\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_SPM.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.582914889\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB.3.4 A projected southward shift and intensification of Southern Hemisphere summer mid-latitude storm tracks and associated precipitation is likely in the long term under high GHG emissions scenarios (SSP3-7.0, SSP5-8.5), but in the near term the effect of stratospheric ozone recovery counteracts these changes (high confidence). There is medium confidence in a continued poleward shift of storms and their precipitation in the North Pacific, while there is low confidence in projected changes in the North Atlantic storm tracks. \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.4, 4.5, 8.4, TS.2.3, TS.4.2}\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.4, 4.5, 8.4, TS.2.3, TS.4.2}\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mB.4 Under scenarios with increasing CO2 emissions, the ocean and land carbon sinks are projected to be less effective at slowing the accumulation of CO2 in the atmosphere. \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.3, 5.2, 5.4, 5.5, 5.6} (Figure SPM.7)\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m1919\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.8376452922821045\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB.3.4 A projected southward shift and intensification of Southern Hemisphere summer mid-latitude storm tracks and associated precipitation is likely in the long term under high GHG emissions scenarios (SSP3-7.0, SSP5-8.5), but in the near term the effect of stratospheric ozone recovery counteracts these changes (high confidence). There is medium confidence in a continued poleward shift of storms and their precipitation in the North Pacific, while there is low confidence in projected changes in the North Atlantic storm tracks. \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.4, 4.5, 8.4, TS.2.3, TS.4.2}\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.4, 4.5, 8.4, TS.2.3, TS.4.2}\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mB.4 Under scenarios with increasing CO2 emissions, the ocean and land carbon sinks are projected to be less effective at slowing the accumulation of CO2 in the atmosphere. \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124m4.3, 5.2, 5.4, 5.5, 5.6} (Figure SPM.7)\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m1919\u001b[39m\u001b[38;5;124m'\u001b[39m), Document(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument4\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m4.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124melement_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfigure_code\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfile_size\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mimage_path\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn_pages\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m34.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSummary for Policymakers. In: Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of the WGII to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m806.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m147.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m162.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m122.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m19\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2022.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mComplex, Compound and Cascading Risks\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGII SPM\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB: Observed and Projected Impacts and Risks\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mImpacts of Temporary Overshoot\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://www.ipcc.ch/report/ar6/wg2/downloads/report/IPCC_AR6_WGII_SummaryForPolicymakers.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.581911206\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB.5.5 Solar radiation modification approaches, if they were to be implemented, introduce a widespread range of new risks to people and ecosystems, which are not well understood (high confidence). Solar radiation modification approaches have potential to offset warming and ameliorate some climate hazards, but substantial residual climate change or overcompensating change would occur at regional scales and seasonal timescales (high confidence). Large uncertainties and knowledge gaps are associated with the potential of solar radiation modification approaches to reduce climate change risks. Solar radiation modification would not stop atmospheric CO2 concentrations from increasing or reduce resulting ocean acidification under continued anthropogenic emissions (high confidence). \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124mCWGB SRM}\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.7240780591964722\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mB.5.5 Solar radiation modification approaches, if they were to be implemented, introduce a widespread range of new risks to people and ecosystems, which are not well understood (high confidence). Solar radiation modification approaches have potential to offset warming and ameliorate some climate hazards, but substantial residual climate change or overcompensating change would occur at regional scales and seasonal timescales (high confidence). Large uncertainties and knowledge gaps are associated with the potential of solar radiation modification approaches to reduce climate change risks. Solar radiation modification would not stop atmospheric CO2 concentrations from increasing or reduce resulting ocean acidification under continued anthropogenic emissions (high confidence). \u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124mCWGB SRM}\u001b[39m\u001b[38;5;124m'\u001b[39m), Document(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument10\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m10.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124melement_id\u001b[39m\u001b[38;5;124m'\u001b[39m: 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an\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124msonal snow cover, glaciers, the Greenland and Antarctic Ice Sheets, and Arctic se\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m35 Based on 2500-year reconstructions, eruptions with a radiative forcing more negative than -1 W m-2, related to the radiative effect of volcanic stratospheric aerosols in the literature assessed in this report, occur on average twice per century. \u001b[39m\u001b[38;5;132;01m{4.3}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m35 Based on 2500-year reconstructions, eruptions with a radiative forcing more negative than -1 W m-2, related to the radiative effect of volcanic stratospheric aerosols in the literature assessed in this report, occur on average twice per century. \u001b[39m\u001b[38;5;132;01m{4.3}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m1313\u001b[39m\u001b[38;5;124m'\u001b[39m, 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modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPermafrost, seasonal snow cover, glaciers, the Greenland and Antarctic Ice Sheets, an\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124msonal snow cover, glaciers, the Greenland and Antarctic Ice Sheets, and Arctic se\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m35 Based on 2500-year reconstructions, eruptions with a radiative forcing more negative than -1 W m-2, related to the radiative effect of volcanic stratospheric aerosols in the literature assessed in this report, occur on average twice per century. \u001b[39m\u001b[38;5;132;01m{4.3}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m35 Based on 2500-year reconstructions, eruptions with a radiative forcing more negative than -1 W m-2, related to the radiative effect of volcanic stratospheric aerosols in the literature assessed in this report, occur on average twice per century. \u001b[39m\u001b[38;5;132;01m{4.3}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m1313\u001b[39m\u001b[38;5;124m'\u001b[39m), Document(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument2\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: 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Report. In: Climate Change 2021: The Physical Science Basis. Contribution of the WGI to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m644.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m151.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m165.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m124.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m950\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2021.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFull Report\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7.2.1 Present-day Energy Budget\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGI FR\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7: The Earthโs Energy Budget, Climate Feedbacks and Climate Sensitivity\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7.2 Earthโs Energy Budget and its Changes\u001b[39m\u001b[38;5;130;01m\\xa0\u001b[39;00m\u001b[38;5;124mThrough Time\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7.2.1 Present-day Energy Budget\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://report.ipcc.ch/ar6/wg1/IPCC_AR6_WGI_FullReport.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.741419494\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFigure 7.2 (upper panel) shows a schematic representation of Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms energy budget for the early 21st century, including globally averaged estimates of the individual components (Wild et al., 2015). Clouds are important modulators of global energy fluxes. Thus, any perturbations in the cloud fields, such as forcing by aerosol-cloud interactions (Section 7.3) or through cloud feedbacks (Section 7.4) can have a strong influence on the energy distribution in the climate system. To illustrate the overall effects that clouds exert on energy fluxes, Figure 7.2 (lower panel) also shows the energy budget in the absence \u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m933933\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.7089773416519165\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFigure 7.2 (upper panel) shows a schematic representation of Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms energy budget for the early 21st century, including globally averaged estimates of the individual components (Wild et al., 2015). Clouds are important modulators of global energy fluxes. Thus, any perturbations in the cloud fields, such as forcing by aerosol-cloud interactions (Section 7.3) or through cloud feedbacks (Section 7.4) can have a strong influence on the energy distribution in the climate system. To illustrate the overall effects that clouds exert on energy fluxes, Figure 7.2 (lower panel) also shows the energy budget in the absence \u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m933933\u001b[39m\u001b[38;5;124m\"\u001b[39m), Document(metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchunk_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument2\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdocument_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124melement_id\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfigure_code\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfile_size\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mimage_path\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mN/A\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn_pages\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2409.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFull Report. In: Climate Change 2021: The Physical Science Basis. Contribution of the WGI to the AR6 of the IPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_characters\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m1121.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m231.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_tokens_approx\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m288.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnum_words\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m216.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpage_number\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m1039\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrelease_date\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m2021.0\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreport_type\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFull Report\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msection_header\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFAQ 7.2 | What Is the Role of Clouds in a Warming Climate?\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mshort_name\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC AR6 WGI FR\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msource\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level0\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7: The Earthโs Energy Budget, Climate Feedbacks and Climate Sensitivity\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level1\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7.6 Metrics to Evaluate Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level2\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFrequently Asked Questions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtoc_level3\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFAQ 7.1 | What Is the Earthโs Energy Budget, and What Does It Tell Us About Climate Change?\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124murl\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttps://report.ipcc.ch/ar6/wg1/IPCC_AR6_WGI_FullReport.pdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msimilarity_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.727996647\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mClouds cover roughly two-thirds of the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms surface. They consist of small droplets and/or ice crystals, which form when water vapour condenses or deposits around tiny particles called aerosols (such as salt, dust, or smoke). Clouds play a critical role in the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms energy budget at the top of our atmosphere and therefore influence Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms surface temperature (see FAQ 7.1). The interactions between clouds and the climate are complex and varied. Clouds at low altitudes tend to reflect incoming solar energy back to space, creating a cooling effect by preventing this energy from reaching and warming the Earth. On the other hand, higher clouds tend to trap (i.e., absorb and then emit at a lower temperature) some of the energy leaving the Earth, leading to a warming effect. On average, clouds reflect back more incoming energy than the amount of outgoing energy they trap, resulting in an overall net cooling effect on the present climate. Human activities since the pre-industrial era have altered this climate effect of clouds in two different ways: by changing the abundance of the aerosol\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mreranking_score\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;241m0.47518521547317505\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquery_used_for_retrieval\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources_used\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWhat role do cloud formations play in modulating the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms radiative balance?\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex_used\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}, page_content\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mClouds cover roughly two-thirds of the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms surface. They consist of small droplets and/or ice crystals, which form when water vapour condenses or deposits around tiny particles called aerosols (such as salt, dust, or smoke). Clouds play a critical role in the Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms energy budget at the top of our atmosphere and therefore influence Earth\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms surface temperature (see FAQ 7.1). The interactions between clouds and the climate are complex and varied. Clouds at low altitudes tend to reflect incoming solar energy back to space, creating a cooling effect by preventing this energy from reaching and warming the Earth. On the other hand, higher clouds tend to trap (i.e., absorb and then emit at a lower temperature) some of the energy leaving the Earth, leading to a warming effect. On average, clouds reflect back more incoming energy than the amount of outgoing energy they trap, resulting in an overall net cooling effect on the present climate. Human activities since the pre-industrial era have altered this climate effect of clouds in two different ways: by changing the abundance of the aerosol\u001b[39m\u001b[38;5;124m\"\u001b[39m)], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mremaining_questions\u001b[39m\u001b[38;5;124m'\u001b[39m: [{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mquestion\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mHow are cloud formations represented in current climate models?\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msources\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPCC\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPOS\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIPBES\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mindex\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mVector\u001b[39m\u001b[38;5;124m'\u001b[39m}]}}, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mparent_ids\u001b[39m\u001b[38;5;124m'\u001b[39m: []}\n",
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+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864'},\n",
+ " 'data': {'input': {'input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}},\n",
+ " 'parent_ids': []},\n",
+ " {'event': 'on_prompt_start',\n",
+ " 'name': 'ChatPromptTemplate',\n",
+ " 'run_id': '5df8b6c2-9b25-4dec-9d56-17cd221ec6aa',\n",
+ " 'tags': ['seq:step:1'],\n",
+ " 'metadata': {'langgraph_step': 1,\n",
+ " 'langgraph_node': 'categorize_intent',\n",
+ " 'langgraph_triggers': ['start:categorize_intent'],\n",
+ " 'langgraph_path': ('__pregel_pull', 'categorize_intent'),\n",
+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864'},\n",
+ " 'data': {'input': {'input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"}},\n",
+ " 'parent_ids': []},\n",
+ " {'event': 'on_prompt_end',\n",
+ " 'name': 'ChatPromptTemplate',\n",
+ " 'run_id': '5df8b6c2-9b25-4dec-9d56-17cd221ec6aa',\n",
+ " 'tags': ['seq:step:1'],\n",
+ " 'metadata': {'langgraph_step': 1,\n",
+ " 'langgraph_node': 'categorize_intent',\n",
+ " 'langgraph_triggers': ['start:categorize_intent'],\n",
+ " 'langgraph_path': ('__pregel_pull', 'categorize_intent'),\n",
+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864'},\n",
+ " 'data': {'input': {'input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\"},\n",
+ " 'output': ChatPromptValue(messages=[SystemMessage(content='You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided'), HumanMessage(content=\"input: I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\")])},\n",
+ " 'parent_ids': []},\n",
+ " {'event': 'on_chat_model_start',\n",
+ " 'name': 'ChatOpenAI',\n",
+ " 'run_id': '90f65514-af42-4c64-b793-43bff670810a',\n",
+ " 'tags': ['seq:step:2'],\n",
+ " 'metadata': {'langgraph_step': 1,\n",
+ " 'langgraph_node': 'categorize_intent',\n",
+ " 'langgraph_triggers': ['start:categorize_intent'],\n",
+ " 'langgraph_path': ('__pregel_pull', 'categorize_intent'),\n",
+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'ls_provider': 'openai',\n",
+ " 'ls_model_type': 'chat',\n",
+ " 'ls_model_name': 'gpt-3.5-turbo-0125',\n",
+ " 'ls_temperature': 0.0,\n",
+ " 'ls_max_tokens': 1024},\n",
+ " 'data': {'input': {'messages': [[SystemMessage(content='You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided'),\n",
+ " HumanMessage(content=\"input: I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\")]]}},\n",
+ " 'parent_ids': []},\n",
+ " {'event': 'on_chat_model_end',\n",
+ " 'name': 'ChatOpenAI',\n",
+ " 'run_id': '90f65514-af42-4c64-b793-43bff670810a',\n",
+ " 'tags': ['seq:step:2'],\n",
+ " 'metadata': {'langgraph_step': 1,\n",
+ " 'langgraph_node': 'categorize_intent',\n",
+ " 'langgraph_triggers': ['start:categorize_intent'],\n",
+ " 'langgraph_path': ('__pregel_pull', 'categorize_intent'),\n",
+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'ls_provider': 'openai',\n",
+ " 'ls_model_type': 'chat',\n",
+ " 'ls_model_name': 'gpt-3.5-turbo-0125',\n",
+ " 'ls_temperature': 0.0,\n",
+ " 'ls_max_tokens': 1024},\n",
+ " 'data': {'input': {'messages': [[SystemMessage(content='You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided'),\n",
+ " HumanMessage(content=\"input: I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\")]]},\n",
+ " 'output': {'generations': [[{'text': '',\n",
+ " 'generation_info': {'finish_reason': 'stop'},\n",
+ " 'type': 'ChatGeneration',\n",
+ " 'message': AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\"intent\":\"search\"}', 'name': 'IntentCategorizer'}}, response_metadata={'finish_reason': 'stop'}, id='run-90f65514-af42-4c64-b793-43bff670810a')}]],\n",
+ " 'llm_output': None,\n",
+ " 'run': None}},\n",
+ " 'parent_ids': []},\n",
+ " {'event': 'on_parser_start',\n",
+ " 'name': 'JsonOutputFunctionsParser',\n",
+ " 'run_id': 'b411b4d6-df67-48a5-8645-f18bb1295fc0',\n",
+ " 'tags': ['seq:step:3'],\n",
+ " 'metadata': {'langgraph_step': 1,\n",
+ " 'langgraph_node': 'categorize_intent',\n",
+ " 'langgraph_triggers': ['start:categorize_intent'],\n",
+ " 'langgraph_path': ('__pregel_pull', 'categorize_intent'),\n",
+ " 'langgraph_checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864',\n",
+ " 'checkpoint_ns': 'categorize_intent:e59da5fd-192c-44d7-ed6e-40297a9a1864'},\n",
+ " 'data': {'input': AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\"intent\":\"search\"}', 'name': 'IntentCategorizer'}}, response_metadata={'finish_reason': 'stop'}, id='run-90f65514-af42-4c64-b793-43bff670810a')},\n",
+ " 'parent_ids': []}]"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "events_list[:10]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "33f1d95b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'event': 'on_chain_start',\n",
+ " 'run_id': 'f405c636-8152-4d9f-ad15-f292600e7ae8',\n",
+ " 'name': 'LangGraph',\n",
+ " 'tags': [],\n",
+ " 'metadata': {},\n",
+ " 'data': {'input': {'user_input': \"I am not really sure what you mean. What role do cloud formations play in modulating the Earth's radiative balance, and how are they represented in current climate models?\",\n",
+ " 'sources': ['auto'],\n",
+ " 'audience': 'expert'}},\n",
+ " 'parent_ids': []}"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "events_list[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "339ee1cb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'on_chain_end',\n",
+ " 'on_chain_start',\n",
+ " 'on_chain_stream',\n",
+ " 'on_chat_model_end',\n",
+ " 'on_chat_model_start',\n",
+ " 'on_parser_end',\n",
+ " 'on_parser_start',\n",
+ " 'on_prompt_end',\n",
+ " 'on_prompt_start',\n",
+ " 'on_retriever_end',\n",
+ " 'on_retriever_start'}"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "set([event[\"event\"] for event in events_list])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "743649a5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "events_list"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "climateqa",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/sandbox/20240702 - CQA - Graph Functionality.ipynb b/sandbox/20240702 - CQA - Graph Functionality.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..43b3d0d98c47c38cb1593b3191598699906b812b
--- /dev/null
+++ b/sandbox/20240702 - CQA - Graph Functionality.ipynb
@@ -0,0 +1,11689 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# ClimateQ&A\n",
+ "---\n",
+ "Goal of the notebook: Recommended graphs functionality\n",
+ "\n",
+ "Inputs of the notebook:\n",
+ "\n",
+ "Output of the notebook:\n",
+ "\n",
+ "\n",
+ "Takeaways:\n",
+ "\n",
+ "Questions, thoughts and remarks:\n",
+ "- What do I put for query instruction ?\n",
+ " - Default is \"Represent this sentence for searching relevant passages:\"\n",
+ " - embedding_function = get_embeddings_function(query_instruction=\"\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Dependencies and path\n",
+ "Adjust the argument in `sys.path.append` to align with your specific requirements."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "True"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import pandas as pd \n",
+ "import numpy as np\n",
+ "import os\n",
+ "from IPython.display import display, Markdown\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "ROOT_DIR = os.path.dirname(os.getcwd())\n",
+ "\n",
+ "import sys\n",
+ "sys.path.append(\"/home/dora/climate-question-answering\")\n",
+ "sys.path.append(ROOT_DIR)\n",
+ "\n",
+ "from dotenv import load_dotenv\n",
+ "load_dotenv()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 1. Import objects\n",
+ "### 1.1 LLM"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.llm import get_llm\n",
+ "llm = get_llm(provider=\"openai\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 1.2 Embedding"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading embeddings model: BAAI/bge-base-en-v1.5\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/tim/anaconda3/envs/climateqa/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+ " from .autonotebook import tqdm as notebook_tqdm\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.embeddings import get_embeddings_function\n",
+ "\n",
+ "embeddings_function = get_embeddings_function()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 1.3 Reranker"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading FlashRankRanker model ms-marco-TinyBERT-L-2-v2\n",
+ "Loading model FlashRank model ms-marco-TinyBERT-L-2-v2...\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "<rerankers.models.flashrank_ranker.FlashRankRanker at 0x7f000b2f7510>"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from climateqa.engine.reranker import get_reranker\n",
+ "\n",
+ "reranker = get_reranker(\"nano\")\n",
+ "reranker"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 1.4 IPCC vectorstore"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:pinecone_plugin_interface.logging:Discovering subpackages in _NamespacePath(['/home/tim/anaconda3/envs/climateqa/lib/python3.11/site-packages/pinecone_plugins'])\n",
+ "INFO:pinecone_plugin_interface.logging:Looking for plugins in pinecone_plugins.inference\n",
+ "INFO:pinecone_plugin_interface.logging:Installing plugin inference into Pinecone\n",
+ "/home/tim/ai4s/climate_qa/climate-question-answering/climateqa/engine/vectorstore.py:38: LangChainDeprecationWarning: The class `Pinecone` was deprecated in LangChain 0.0.18 and will be removed in 0.3.0. An updated version of the class exists in the langchain-pinecone package and should be used instead. To use it run `pip install -U langchain-pinecone` and import as `from langchain_pinecone import Pinecone`.\n",
+ " vectorstore = PineconeVectorstore(\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.vectorstore import get_pinecone_vectorstore\n",
+ "\n",
+ "vectorstore = get_pinecone_vectorstore(embeddings_function)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 40,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'authors': 'N/A',\n",
+ " 'chunk_type': 'text',\n",
+ " 'document_id': 'ipos141',\n",
+ " 'document_number': 141.0,\n",
+ " 'is_pdf_link': 1.0,\n",
+ " 'is_pdf_local': 0.0,\n",
+ " 'is_selected': 1.0,\n",
+ " 'journal': 'FAO',\n",
+ " 'local_pdf_path': 'N/A',\n",
+ " 'n_pages': 'N/A',\n",
+ " 'name': 'State of the World Fisheries and Aquaculture 2022',\n",
+ " 'num_characters': 14.0,\n",
+ " 'num_tokens': 4.0,\n",
+ " 'num_tokens_approx': 5.0,\n",
+ " 'num_words': 4.0,\n",
+ " 'page_number': 214.0,\n",
+ " 'report_type': 'Report',\n",
+ " 'section_header': '1 For example: ',\n",
+ " 'short_name': 'IPOS 141',\n",
+ " 'source': 'IPOS',\n",
+ " 'source_type': 'N/A',\n",
+ " 'tags': 'GEA',\n",
+ " 'toc_level0': 'N/A',\n",
+ " 'toc_level1': 'N/A',\n",
+ " 'toc_level2': 'N/A',\n",
+ " 'toc_level3': 'N/A',\n",
+ " 'url': 'https://www.fao.org/3/cc0461en/cc0461en.pdf',\n",
+ " 'year': 2022.0}"
+ ]
+ },
+ "execution_count": 40,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vectorstore.search(\"a\", search_type=\"similarity\")[0].metadata"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 2 Vectorstore"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 2.1 IEA data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>title</th>\n",
+ " <th>returned_content</th>\n",
+ " <th>sources</th>\n",
+ " <th>notes</th>\n",
+ " <th>appears_in</th>\n",
+ " <th>appears_in_url</th>\n",
+ " <th>doc_id</th>\n",
+ " <th>source</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>Capital requirements for mining to meet demand...</td>\n",
+ " <td>https://www.iea.org/data-and-statistics/charts...</td>\n",
+ " <td>IEA analysis based on data from S&P Global and...</td>\n",
+ " <td>Capital requirements are calculated based on c...</td>\n",
+ " <td>Global Critical Minerals Outlook 2024</td>\n",
+ " <td>https://www.iea.org/reports/global-critical-mi...</td>\n",
+ " <td>iea_0</td>\n",
+ " <td>IEA</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>IEA energy transition mineral price index, Jan...</td>\n",
+ " <td>https://www.iea.org/data-and-statistics/charts...</td>\n",
+ " <td>IEA analysis based on Bloomberg and S&P Global.</td>\n",
+ " <td>IEA energy transition minerals price index is ...</td>\n",
+ " <td>Global Critical Minerals Outlook 2024</td>\n",
+ " <td>https://www.iea.org/reports/global-critical-mi...</td>\n",
+ " <td>iea_1</td>\n",
+ " <td>IEA</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>Price developments of minerals and metals by c...</td>\n",
+ " <td>https://www.iea.org/data-and-statistics/charts...</td>\n",
+ " <td>IEA analysis based on Bloomberg and S&P Global.</td>\n",
+ " <td>Base metals include iron, aluminium, zinc and ...</td>\n",
+ " <td>Global Critical Minerals Outlook 2024</td>\n",
+ " <td>https://www.iea.org/reports/global-critical-mi...</td>\n",
+ " <td>iea_2</td>\n",
+ " <td>IEA</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>Capital expenditure on nonferrous metal produc...</td>\n",
+ " <td>https://www.iea.org/data-and-statistics/charts...</td>\n",
+ " <td>IEA analysis based on company annual reports a...</td>\n",
+ " <td>For diversified majors, capex on the productio...</td>\n",
+ " <td>Global Critical Minerals Outlook 2024</td>\n",
+ " <td>https://www.iea.org/reports/global-critical-mi...</td>\n",
+ " <td>iea_3</td>\n",
+ " <td>IEA</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>Selected environmental, social and governance ...</td>\n",
+ " <td>https://www.iea.org/data-and-statistics/charts...</td>\n",
+ " <td>IEA analysis based on the latest sustainabilit...</td>\n",
+ " <td>GHG= greenhouse gas. Aggregated data for 25 ma...</td>\n",
+ " <td>Global Critical Minerals Outlook 2024</td>\n",
+ " <td>https://www.iea.org/reports/global-critical-mi...</td>\n",
+ " <td>iea_4</td>\n",
+ " <td>IEA</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " title \\\n",
+ "0 Capital requirements for mining to meet demand... \n",
+ "1 IEA energy transition mineral price index, Jan... \n",
+ "2 Price developments of minerals and metals by c... \n",
+ "3 Capital expenditure on nonferrous metal produc... \n",
+ "4 Selected environmental, social and governance ... \n",
+ "\n",
+ " returned_content \\\n",
+ "0 https://www.iea.org/data-and-statistics/charts... \n",
+ "1 https://www.iea.org/data-and-statistics/charts... \n",
+ "2 https://www.iea.org/data-and-statistics/charts... \n",
+ "3 https://www.iea.org/data-and-statistics/charts... \n",
+ "4 https://www.iea.org/data-and-statistics/charts... \n",
+ "\n",
+ " sources \\\n",
+ "0 IEA analysis based on data from S&P Global and... \n",
+ "1 IEA analysis based on Bloomberg and S&P Global. \n",
+ "2 IEA analysis based on Bloomberg and S&P Global. \n",
+ "3 IEA analysis based on company annual reports a... \n",
+ "4 IEA analysis based on the latest sustainabilit... \n",
+ "\n",
+ " notes \\\n",
+ "0 Capital requirements are calculated based on c... \n",
+ "1 IEA energy transition minerals price index is ... \n",
+ "2 Base metals include iron, aluminium, zinc and ... \n",
+ "3 For diversified majors, capex on the productio... \n",
+ "4 GHG= greenhouse gas. Aggregated data for 25 ma... \n",
+ "\n",
+ " appears_in \\\n",
+ "0 Global Critical Minerals Outlook 2024 \n",
+ "1 Global Critical Minerals Outlook 2024 \n",
+ "2 Global Critical Minerals Outlook 2024 \n",
+ "3 Global Critical Minerals Outlook 2024 \n",
+ "4 Global Critical Minerals Outlook 2024 \n",
+ "\n",
+ " appears_in_url doc_id source \n",
+ "0 https://www.iea.org/reports/global-critical-mi... iea_0 IEA \n",
+ "1 https://www.iea.org/reports/global-critical-mi... iea_1 IEA \n",
+ "2 https://www.iea.org/reports/global-critical-mi... iea_2 IEA \n",
+ "3 https://www.iea.org/reports/global-critical-mi... iea_3 IEA \n",
+ "4 https://www.iea.org/reports/global-critical-mi... iea_4 IEA "
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from langchain_community.document_loaders import DataFrameLoader\n",
+ "from langchain_chroma import Chroma\n",
+ "\n",
+ "df_iea = pd.read_csv(f\"{ROOT_DIR}/data/charts_iea.csv\")\n",
+ "df_iea = df_iea.rename(columns={'url': 'returned_content'})\n",
+ "df_iea[\"doc_id\"] = \"iea_\" + df_iea.index.astype(str)\n",
+ "df_iea[\"source\"] = \"IEA\"\n",
+ "df_iea.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "5355"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Load csv file of charts\n",
+ "loader_iea = DataFrameLoader(df_iea, page_content_column='title')\n",
+ "documents_iea = loader_iea.load()\n",
+ "len(documents_iea)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 2.2 OWID data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>category</th>\n",
+ " <th>title</th>\n",
+ " <th>url</th>\n",
+ " <th>returned_content</th>\n",
+ " <th>subtitle</th>\n",
+ " <th>doc_id</th>\n",
+ " <th>source</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>Access to Energy</td>\n",
+ " <td>Number of people with and without access to cl...</td>\n",
+ " <td>https://ourworldindata.org/grapher/number-with...</td>\n",
+ " <td><iframe src=\"https://ourworldindata.org/graphe...</td>\n",
+ " <td>Clean cooking fuels and technologies represent...</td>\n",
+ " <td>owid_0</td>\n",
+ " <td>OWID</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>Access to Energy</td>\n",
+ " <td>Number of people without access to clean fuels...</td>\n",
+ " <td>https://ourworldindata.org/grapher/number-with...</td>\n",
+ " <td><iframe src=\"https://ourworldindata.org/graphe...</td>\n",
+ " <td>Clean cooking fuels and technologies represent...</td>\n",
+ " <td>owid_1</td>\n",
+ " <td>OWID</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>Access to Energy</td>\n",
+ " <td>People without clean fuels for cooking, by wor...</td>\n",
+ " <td>https://ourworldindata.org/grapher/people-with...</td>\n",
+ " <td><iframe src=\"https://ourworldindata.org/graphe...</td>\n",
+ " <td>Data source: World Bank</td>\n",
+ " <td>owid_2</td>\n",
+ " <td>OWID</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>Access to Energy</td>\n",
+ " <td>Share of the population without access to clea...</td>\n",
+ " <td>https://ourworldindata.org/grapher/share-of-th...</td>\n",
+ " <td><iframe src=\"https://ourworldindata.org/graphe...</td>\n",
+ " <td>Access to clean fuels or technologies such as ...</td>\n",
+ " <td>owid_3</td>\n",
+ " <td>OWID</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>Access to Energy</td>\n",
+ " <td>Share with access to electricity vs. per capit...</td>\n",
+ " <td>https://ourworldindata.org/grapher/share-with-...</td>\n",
+ " <td><iframe src=\"https://ourworldindata.org/graphe...</td>\n",
+ " <td>Having access to electricity is defined in int...</td>\n",
+ " <td>owid_4</td>\n",
+ " <td>OWID</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " category title \\\n",
+ "0 Access to Energy Number of people with and without access to cl... \n",
+ "1 Access to Energy Number of people without access to clean fuels... \n",
+ "2 Access to Energy People without clean fuels for cooking, by wor... \n",
+ "3 Access to Energy Share of the population without access to clea... \n",
+ "4 Access to Energy Share with access to electricity vs. per capit... \n",
+ "\n",
+ " url \\\n",
+ "0 https://ourworldindata.org/grapher/number-with... \n",
+ "1 https://ourworldindata.org/grapher/number-with... \n",
+ "2 https://ourworldindata.org/grapher/people-with... \n",
+ "3 https://ourworldindata.org/grapher/share-of-th... \n",
+ "4 https://ourworldindata.org/grapher/share-with-... \n",
+ "\n",
+ " returned_content \\\n",
+ "0 <iframe src=\"https://ourworldindata.org/graphe... \n",
+ "1 <iframe src=\"https://ourworldindata.org/graphe... \n",
+ "2 <iframe src=\"https://ourworldindata.org/graphe... \n",
+ "3 <iframe src=\"https://ourworldindata.org/graphe... \n",
+ "4 <iframe src=\"https://ourworldindata.org/graphe... \n",
+ "\n",
+ " subtitle doc_id source \n",
+ "0 Clean cooking fuels and technologies represent... owid_0 OWID \n",
+ "1 Clean cooking fuels and technologies represent... owid_1 OWID \n",
+ "2 Data source: World Bank owid_2 OWID \n",
+ "3 Access to clean fuels or technologies such as ... owid_3 OWID \n",
+ "4 Having access to electricity is defined in int... owid_4 OWID "
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_owid = pd.read_csv(f\"{ROOT_DIR}/data/charts_owid.csv\")\n",
+ "\n",
+ "# rename column 'embedding' to 'returned_content'\n",
+ "df_owid = df_owid.rename(columns={'embedding': 'returned_content'})\n",
+ "df_owid.head()\n",
+ "\n",
+ "df_owid[\"doc_id\"] = \"owid_\" + df_owid.index.astype(str)\n",
+ "df_owid[\"source\"] = \"OWID\"\n",
+ "df_owid.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['Access to Energy', 'Agricultural Production',\n",
+ " 'Agricultural Regulation & Policy', 'Air Pollution',\n",
+ " 'Animal Welfare', 'Antibiotics', 'Biodiversity', 'Biofuels',\n",
+ " 'Biological & Chemical Weapons', 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'COVID-19', 'Clean Water', 'Clean Water & Sanitation',\n",
+ " 'Climate Change', 'Crop Yields', 'Diet Compositions',\n",
+ " 'Electricity', 'Electricity Mix', 'Energy', 'Energy Efficiency',\n",
+ " 'Energy Prices', 'Environmental Impacts of Food Production',\n",
+ " 'Environmental Protection & Regulation', 'Famines', 'Farm Size',\n",
+ " 'Fertilizers', 'Fish & Overfishing', 'Food Supply', 'Food Trade',\n",
+ " 'Food Waste', 'Food and Agriculture', 'Forests & Deforestation',\n",
+ " 'Fossil Fuels', 'Future Population Growth',\n",
+ " 'Hunger & Undernourishment', 'Indoor Air Pollution', 'Land Use',\n",
+ " 'Land Use & Yields in Agriculture', 'Lead Pollution',\n",
+ " 'Meat & Dairy Production', 'Metals & Minerals',\n",
+ " 'Natural Disasters', 'Nuclear Energy', 'Nuclear Weapons',\n",
+ " 'Oil Spills', 'Outdoor Air Pollution', 'Ozone Layer', 'Pandemics',\n",
+ " 'Pesticides', 'Plastic Pollution', 'Renewable Energy', 'Soil',\n",
+ " 'Transport', 'Urbanization', 'Waste Management', 'Water Pollution',\n",
+ " 'Water Use & Stress', 'Wildfires'], dtype=object)"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_owid.category.unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "2202"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "loader_owid = DataFrameLoader(df_owid, page_content_column='title')\n",
+ "documents_owid = loader_owid.load()\n",
+ "len(documents_owid)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 2.3 Merged Data Loader"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "7557"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from langchain_community.document_loaders.merge import MergedDataLoader\n",
+ "\n",
+ "loader_all = MergedDataLoader(loaders=[loader_iea, loader_owid])\n",
+ "documents_all = loader_all.load()\n",
+ "len(documents_all)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Document(metadata={'category': 'Wildfires', 'url': 'https://ourworldindata.org/grapher/annual-burned-area-by-landcover', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-burned-area-by-landcover?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'subtitle': 'Total area of forests, savannas, shrublands/grasslands, croplands, and other land that have been burned as a result of wildfires each year.', 'doc_id': 'owid_2201', 'source': 'OWID'}, page_content='Wildfire area burned by land cover type')"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "documents_all[-1]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 2.4 Chroma vectorstore"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# DO NOT RUN AGAIN (persisted)\n",
+ "# vectorstore_graphs = Chroma.from_documents(documents_all, embeddings_function, persist_directory=f\"{ROOT_DIR}/data/vectorstore\")\n",
+ "# vectorstore_graphs = Chroma.from_documents(documents_owid, embeddings_function, persist_directory=f\"{ROOT_DIR}/data/vectorstore_owid\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Document(metadata={'category': 'Access to Energy', 'url': 'https://ourworldindata.org/grapher/number-with-without-clean-cooking-fuels', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-with-without-clean-cooking-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'subtitle': 'Clean cooking fuels and technologies represent non-solid fuels such as natural gas, ethanol or electric technologies.', 'doc_id': 'owid_0', 'source': 'OWID'}, page_content='Number of people with and without access to clean cooking fuels')"
+ ]
+ },
+ "execution_count": 34,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "documents_owid[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:chromadb.telemetry.posthog:Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information.\n"
+ ]
+ }
+ ],
+ "source": [
+ "from langchain_chroma import Chroma\n",
+ "\n",
+ "vectorstore_graphs = Chroma(persist_directory=f\"{ROOT_DIR}/data/vectorstore_owid\", embedding_function=embeddings_function)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(2202, None, 2202, 2202)"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "len(vectorstore_graphs.get()[\"ids\"]),vectorstore_graphs.get()[\"embeddings\"], len(vectorstore_graphs.get()[\"metadatas\"]), len(vectorstore_graphs.get()[\"documents\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 41,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'ids': ['04f2d076-17b6-4c13-b72e-e7385f538328',\n",
+ " 'a327220c-3eea-48c0-9915-867e50e7910b',\n",
+ " 'c85dbce8-2e50-4bfd-80ae-aff70f8091f7',\n",
+ " '0e207e8a-576b-4f8d-bd64-5cba792c0387',\n",
+ " 'f0bf8a14-a854-41cd-a3f7-9548b4b6055f',\n",
+ " '12909983-4317-4a61-8516-423253460309',\n",
+ " '0344f04a-db80-47ec-baa6-ceb9b3c5a79d',\n",
+ " '36efcabf-5503-4a5a-a406-052eddb71440',\n",
+ " '41f5471b-1c9f-4b2f-bf23-833949ae8244',\n",
+ " '6451412f-dee3-4ffd-9582-6b1d1667fdbe',\n",
+ " 'ad79f9e8-4052-4e0e-bb50-88adce044928',\n",
+ " '6a9af2e6-f4fd-4cc2-9887-4115027a7749',\n",
+ " 'c3782010-9ca2-4664-926d-1c6a48c4a59e',\n",
+ " '939838ad-604a-4d01-829c-f02ea4fd6772',\n",
+ " '74d2a9e5-9234-4135-9d2b-403d4065e10d',\n",
+ " '9a29def5-e4b8-450e-9e5f-a6b853c8676f',\n",
+ " 'f0bbf498-3360-4871-a90c-e1229a2f3ce6',\n",
+ " '86c1ab95-0acf-413e-82f9-362cf3d5a559',\n",
+ " 'ac01e197-e9b1-43a1-90dc-ee4d9e05c818',\n",
+ " 'a7342034-f887-44a7-83b1-0c5f964e8280',\n",
+ " 'e2749502-fd99-4403-b10a-e364ee9e759e',\n",
+ " '1a16dbcb-7a84-4a01-a023-efda5e817fad',\n",
+ " '02083321-e271-4f9d-803e-f96ebafa847a',\n",
+ " '55872d50-12fa-4ad4-a7c5-bee691c727b9',\n",
+ " '5c0dc54a-b8e1-4afb-ab9e-9ff8cee77237',\n",
+ " '91993d9c-54db-43ce-bf9a-bba61678bbbb',\n",
+ " 'b97cb2b5-cd9a-41ff-97f2-12002d114030',\n",
+ " 'e460d534-aa21-4535-8b10-db2567bab0fc',\n",
+ " '763dc259-3e7c-49c8-9b8b-ec464003a767',\n",
+ " '6ee5092e-42ac-4a44-b827-2f2104e03811',\n",
+ " '88f78935-1564-4e09-9302-c9c122cf5eea',\n",
+ " 'ebd0a26d-a515-489e-8e00-256035ccfb3e',\n",
+ " '60c5eb10-df2f-4b2b-8413-6d1f1106f1eb',\n",
+ " 'b1089418-7dbf-4d00-8484-bbc3a43a504d',\n",
+ " 'f71a9e62-fdad-4a8c-b7b8-10ff45224842',\n",
+ " '4acbe30f-5d63-48ee-9fe0-c502534c7730',\n",
+ " '21512c35-e4e6-4aac-95a9-a2c2bd69aa8d',\n",
+ " 'a34d49c1-9f4f-49eb-8d3c-632c3afd45cb',\n",
+ " 'a286d982-8e59-4fac-ae0f-cacc8d920a11',\n",
+ " '9b59363f-46eb-4f15-bd63-e9b5ab58f948',\n",
+ " '59a92838-2ec4-44e0-a845-2338519ff870',\n",
+ " 'ab040bd3-0e67-48ba-8cf2-6f1f6110f768',\n",
+ " '8e7065a7-bd8e-480f-a99a-c8dda1f24639',\n",
+ " 'c9bbfbc0-f375-4aeb-b5bd-a207d5ac8af3',\n",
+ " '7dd1c3f3-d3f2-4544-a1be-4f0106e392e2',\n",
+ " '7116b0b3-6db5-4e0e-bc4e-d8750c8c942a',\n",
+ " '0c4c2e2b-8ceb-4506-a738-73e1635b9436',\n",
+ " '5fb9b29d-a5e6-42d7-aabe-a4bdec3938b5',\n",
+ " 'c051b64c-da4a-4302-93c4-d7fc1f11a13e',\n",
+ " 'a28792fc-4ead-4877-9c86-15c52211aa35',\n",
+ " '4dc3020e-b469-49b3-924e-85c9d908fc35',\n",
+ " 'ea508672-7cab-4470-bd8d-ce802376e568',\n",
+ " 'b43e29eb-08ce-4b1f-ab8c-e3c1df23ca0f',\n",
+ " '6203f927-8c64-480f-94ef-9e726fd059d0',\n",
+ " '9cef3f25-de1c-4874-b0af-2bd4759a0ccb',\n",
+ " 'bd1405f2-0cac-4727-ac6e-5958498908ea',\n",
+ " '030f427f-f93d-4bde-940e-e97f0e6c868f',\n",
+ " '6a5861b5-afc2-4dea-aacf-83aa12d3f328',\n",
+ " 'fa97482f-c928-4a89-8e0f-6547f0ee04ac',\n",
+ " '715138f9-1a07-4740-94fb-397897562de2',\n",
+ " 'bc5ae702-ae57-4cc6-b352-b5be0b1f959d',\n",
+ " '7ad4a85d-3984-4e17-979a-012ba2a5ed7d',\n",
+ " '7fed1d42-62cd-423a-a739-2a2b84990af6',\n",
+ " '4bec9d46-351a-466e-b6f4-f0ee7c2f09b7',\n",
+ " '081bca11-ecf2-4193-b77d-9c031f213193',\n",
+ " 'bf6f94ae-6961-409c-a1d5-dc03b74235a6',\n",
+ " '5c1757da-7765-4f79-b8dd-1fd8120e77a4',\n",
+ " '316970ac-770c-4af6-83ba-758a3c540fd1',\n",
+ " '92fa358f-1035-4804-914d-4c59b39ff45e',\n",
+ " '021060f2-2d61-4ea4-9ee4-675035b08515',\n",
+ " '8a0a2deb-0854-417e-b569-a67472a7cf21',\n",
+ " '6679415d-0136-43b7-a5ba-4ce01aa65d6f',\n",
+ " 'cc44374b-164e-4ff3-b220-1e90bc8b9c79',\n",
+ " 'a1bf46b1-83f0-44ab-9166-7ba5789356eb',\n",
+ " '4b72cc25-c6f0-49de-9f03-d1d9eb3d0236',\n",
+ " '52675ea6-879f-4da6-afcb-081d0f229f2e',\n",
+ " 'b8709038-e840-4c22-bfbf-3473c2550f87',\n",
+ " '1b5b2d71-4298-4d57-af1c-4178ee20ae82',\n",
+ " '6c9a5743-6953-447b-bc80-2c86a78bcb21',\n",
+ " 'b7da6074-fa8c-439f-8126-803e9f912201',\n",
+ " 'a4f7250b-cbe0-4737-a22a-2e804fce9b19',\n",
+ " '94aec1af-d2a4-400e-9a3d-fe1ff69fee76',\n",
+ " '9980ee01-7685-4391-96f5-328ecc2950cf',\n",
+ " 'd72ce269-c607-4f13-a14b-aa2c165b5f5a',\n",
+ " '91b6c916-093b-436d-a71d-50c0ed03ddfe',\n",
+ " '71b94d80-4cbe-48e8-a2dd-69820a5840eb',\n",
+ " '97d33845-dadc-4895-bc6c-8bd8330cd761',\n",
+ " 'cd3bf6f2-fa75-4a79-a91f-4bc72226db8d',\n",
+ " '554170d1-2caa-4722-ac44-8bac5755d29c',\n",
+ " 'df2f781c-3826-4bb8-a0ad-49207f5fa470',\n",
+ " 'a521bb10-bf15-4f24-8cc7-a857c1006b4e',\n",
+ " '5f839e49-3230-45cc-881d-144537b5d8e3',\n",
+ " '87f4c909-e59f-4eec-a7ef-a3feff97b9e7',\n",
+ " '0315ded8-ecec-4fb6-b53e-9d9cb8dfa004',\n",
+ " '1389a5f4-94eb-47f6-b18b-7e8ddc72c34c',\n",
+ " 'a3e3a3f0-2038-4735-9804-25169e2091a7',\n",
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+ " '0574bd92-a7bf-49e7-85f6-05a49b0200cb',\n",
+ " '95126129-3530-4835-945a-0a1a1f7babe1',\n",
+ " 'aab33d22-58e5-46e3-97eb-f5516f4124c8',\n",
+ " '1f12d1df-d844-4641-b1d8-98da51dac80b',\n",
+ " '617c8743-4361-4568-a46e-108ba1092eab',\n",
+ " 'c2556d32-8172-4d91-9567-c6947bad50d2',\n",
+ " ...],\n",
+ " 'embeddings': None,\n",
+ " 'metadatas': [{'category': 'Access to Energy',\n",
+ " 'doc_id': 'owid_0',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-with-without-clean-cooking-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Clean cooking fuels and technologies represent non-solid fuels such as natural gas, ethanol or electric technologies.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-with-without-clean-cooking-fuels'},\n",
+ " {'category': 'Access to Energy',\n",
+ " 'doc_id': 'owid_1',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-clean-cooking-fuel?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Clean cooking fuels and technologies represent non-solid fuels such as natural gas, ethanol or electric technologies.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-clean-cooking-fuel'},\n",
+ " {'category': 'Access to Energy',\n",
+ " 'doc_id': 'owid_2',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-without-clean-cooking-fuels-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: World Bank',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-without-clean-cooking-fuels-region'},\n",
+ " {'category': 'Access to Energy',\n",
+ " 'doc_id': 'owid_3',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-the-population-without-access-to-clean-fuels-for-cooking?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Access to clean fuels or technologies such as natural gas, electricity, and clean cookstoves reduces exposure to indoor air pollutants, a leading cause of death in low-income households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-the-population-without-access-to-clean-fuels-for-cooking'},\n",
+ " {'category': 'Access to Energy',\n",
+ " 'doc_id': 'owid_4',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-with-access-to-electricity-vs-per-capita-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day. Primary energy is measured in kilowatt-hours per person, using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-with-access-to-electricity-vs-per-capita-energy-consumption'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_5',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-export-subsidies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Agricultural export subsidies are measured in current US dollars.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-export-subsidies'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_6',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-general-services-support?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The annual monetary value of gross transfers to general services provided to agricultural producers collectively (such as research, development, training, inspection, marketing and promotion), arising from policy measures that support agriculture regardless of their nature, objectives and impacts on farm production, income, or consumption. This does not include any transfers to individual producers.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-general-services-support'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_7',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-area-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Agricultural land is the sum of cropland and land used as pasture for grazing livestock.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-area-per-capita'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_8',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-agricultural-land-use-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This dataset is showing estimates of the total agricultural land area โ which is the combination of cropland and grazing land โ per person. It is measured in hectares per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-agricultural-land-use-per-person'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_9',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-output-dollars?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total agricultural output is the sum of crop and livestock products. It is measured in constant 2015 US$, which means it adjusts for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-output-dollars'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_10',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-producer-support?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The annual monetary value of gross transfers from consumers and taxpayers to agricultural producers, measured at the farm-gate level, arising from policy measures that support agriculture, regardless of their nature, objectives or impacts on farm production or income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-producer-support'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_11',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agriculture-orientation-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A value greater than 1 means the agriculture sector receives a higher share of government spending relative to its economic value. A value less than 1 reflects a lower orientation to agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agriculture-orientation-index'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_12',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/apple-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Apple production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/apple-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_13',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/arable-land-use-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Arable land is defined by the FAO as land under temporary crops, temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. It is measured in hectares per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/arable-land-use-per-person'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_14',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-farm-size?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Lowder et al. (2016). The number, size, and distribution of farms, smallholder farms, and family farms worldwide. World Development.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-farm-size'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_15',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/avocado-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Avocado production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/avocado-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_16',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/banana-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/banana-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_17',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/banana-production-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/banana-production-by-region'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_18',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/barley-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Barley production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/barley-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_19',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bean-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Bean (dry) production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/bean-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_20',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/breakdown-habitable-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Habitable land is defined as ice- and barren-free land. Agricultural land is the sum of croplands and pasture for grazing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/breakdown-habitable-land'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_21',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cashew-nut-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cashew nut production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cashew-nut-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_22',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cassava-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cassava production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cassava-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_23',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cereal production is measured in tonnes, and represents the total of all cereal crops including maize, wheat, rice, barley, rye, millet and others.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_24',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-distribution-to-uses?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cereal crops allocated to direct human consumption, used for animal feed, and other uses โ mainly industrial uses such as biofuel production. This is based on domestic supply quantity for countries after correction for imports, exports and stocks.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-distribution-to-uses'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_25',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereals-imports-vs-exports?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Imports and exports are measured as the net sum of all cereal crop varieties. Countries which lie above the grey line are net importers of cereals; those below the line are net exporters.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereals-imports-vs-exports'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_26',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/corn-production-land-us?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Values measure the percentage change in production and land use relative to the first year of the time-series.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/corn-production-land-us'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_27',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-of-cereal-yield-vs-land-used?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-of-cereal-yield-vs-land-used'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_28',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chicken-meat-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chicken meat production is measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chicken-meat-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_29',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cocoa-bean-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cocoa bean production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cocoa-bean-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_30',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cocoa-beans-production-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global production of cocoa beans, measured in tonnes of production per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cocoa-beans-production-by-region'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_31',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coffee-bean-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coffee bean production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coffee-bean-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_32',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coffee-production-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coffee-production-by-region'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_33',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/maize-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Corn (maize) production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/maize-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_34',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cropland-pasture-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Pasture โ land used for livestock grazing โ and cropland are measured in hectares per person. The sum of pasture and cropland is the total land used for agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cropland-pasture-per-person'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_35',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cropland-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cropland-area'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_36',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cropland-use-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Total cropland area, measured in hectares. Cropland refers to the area defined by the UN Food and Agricultural Organization (FAO) as 'arable land and permanent crops'.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/cropland-use-over-the-long-term'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_37',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/soil-lifespans?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Soil lifespans are measured by on how many years it would take to erode 30 centimeters of topsoil based on current erosion rates. Data is based on a global assessment of soil erosion from 240 studies across 38 countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/soil-lifespans'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_38',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fao-projections-of-arable-land-to-2050?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Global land allocated to arable production or permanent crops from 1961-2014, with the UN Food and Agricultural Organization's (FAO) projections to 2050. Land area is measured in hectares.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/fao-projections-of-arable-land-to-2050'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_39',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fertilizer-use-per-hectare-of-cropland?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Application of all fertilizer products (including nitrogenous, potash, and phosphate fertilizers), measured in kilograms of total nutrient per hectare of cropland.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fertilizer-use-per-hectare-of-cropland'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_40',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-agricultural-land-use-by-major-crop-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global land area used for agricultural production, by major crop category, measured in hectares.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-agricultural-land-use-by-major-crop-type'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_41',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/crop-allocation-farm-size?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Allocation of crops โ measured as the aggregate across all major food groups in kilocalories โ broken down by farm size. Farms are grouped based on their total agricultural area, in hectares.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/crop-allocation-farm-size'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_42',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-crop-production-by-farm-size?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global crop production is measured in kilocalories per year. Farm size is measured in hectares.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-crop-production-by-farm-size'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_43',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-exports-ukraine-russia?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This is shown for the largest crops grown by Ukraine and Russia.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-exports-ukraine-russia'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_44',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-production-ukraine-russia?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This is shown for the largest crops grown by Ukraine and Russia.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-production-ukraine-russia'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_45',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/grapes-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Grapes production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/grapes-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_46',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/grazing-land-use-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total land used for grazing, measured in hectares.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/grazing-land-use-over-the-long-term'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_47',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/labor-productivity-agriculture-sweden?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Labor productivity corresponds to the ratio between value added in agriculture (SEK, constant prices, 1910/12 price level), and number of people employed in agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/labor-productivity-agriculture-sweden'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_48',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-use-for-vegetable-oil-crops?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-use-for-vegetable-oil-crops'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_49',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-use-agriculture-longterm?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Agricultural land use is the sum of croplands and pasture โ land used for grazing livestock. It is measured in hectares.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-use-agriculture-longterm'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_50',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-yields-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-yields-uk'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_51',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/maize-exports-ukraine-russia-perspective?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/maize-exports-ukraine-russia-perspective'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_52',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/methane-emissions-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Methane (CHโ) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/methane-emissions-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_53',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrogen-output-vs-nitrogen-input-to-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Lassaletta, Billen, Grizzetti, Anglade & Garnier (2014). 50 year trends in nitrogen use efficiency of world cropping systems: the relationship between yield and nitrogen input to cropland. Environmental Research Letters.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrogen-output-vs-nitrogen-input-to-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_54',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrogen-use-efficiency?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrogen use efficiency (NUE) is the ratio between nitrogen inputs and output. A NUE of 40% means that only 40% of nitrogen inputs are converted into nitrogen in the form of crops.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrogen-use-efficiency'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_55',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrous-oxide-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrous-oxide-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_56',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/palm-oil-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Oil palm production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/palm-oil-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_57',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/orange-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Orange production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/orange-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_58',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/organic-agricultural-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total organic area is defined as the land area certified as organic, or in the conversion process to organic (over a two-year period). It is the portion of land area (including arable lands, pastures or wild areas) managed (cultivated) or wild harvested in accordance with specific organic standards.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/organic-agricultural-area'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_59',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/palm-oil-imports?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/palm-oil-imports'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_60',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pea-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Pea production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pea-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_61',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-nitrous-oxide-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-nitrous-oxide-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_62',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/phosphorous-inputs-per-hectare?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual inputs include phosphorous from the application of synthetic fertilizers alongside organic inputs such as manure.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/phosphorous-inputs-per-hectare'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_63',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/potato-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Potato production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/potato-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_64',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/productivity-of-small-scale-food-producers?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The value of agricultural output produced by small-scale food producers, per days worked in a year. Small-scale food producers are those in the bottom 40% of the amount of land used, livestock and revenues. This data is adjusted for inflation and for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/productivity-of-small-scale-food-producers'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_65',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/projections-for-global-peak-agricultural-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Projected trends in global agricultural area extent by various sources, measured in hectares. Projections include those from the UN Food and Agricultural Organization (FAO), International Assessment of Agricultural Knowledge, Science and Technology for Development (IAASTD); OECD, and scenarios from the Millennium Ecosystem Assessment (MEA). Also shown is the actual agricultural area to 2014, as reported by the UN FAO.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/projections-for-global-peak-agricultural-land'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_66',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rapeseed-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rapeseed production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rapeseed-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_67',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rice-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rice production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rice-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_68',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rice-production-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rice production is measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rice-production-by-region'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_69',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rye-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rye production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rye-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_70',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sesame-seed-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sesame seed production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sesame-seed-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_71',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-land-irrigation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage of total agricultural land area which is irrigated (i.e. purposely provided with water), including land irrigated by controlled flooding. Agricultural land is the combination of crop (arable) and grazing land.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-land-irrigation'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_72',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-agricultural-land-owners-that-are-women?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of population with secure tenure rights over land that are women. Secure tenure rights over land include agricultural land ownership and the right to sell or bequeath agricultural land.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-agricultural-land-owners-that-are-women'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_73',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-arable-land-which-is-organic?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Organic arable land area is the sum of the area certified as organic by official standards, and land area in the conversion process to organic (which is assumed by the UN FAO as a two-year period prior to certification). Arable land is that used for crops (which does not include grazing land).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-arable-land-which-is-organic'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_74',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-cereals-animal-feed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of domestic cereal supply โ after correcting for trade โ which is allocated to animal feed, as opposed to being used for direct human consumption or industrial uses (such as biofuel production).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-cereals-animal-feed'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_75',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-allocation-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-allocation-by-country'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_76',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-cereal-human-food?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of domestic cereal supply โ after correcting for trade โ which is allocated to direct human consumption, as opposed to being used for animal feed or industrial uses (such as biofuel production).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-cereal-human-food'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_77',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereals-human-food-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of domestic cereal supply allocated to direct human food, rather than animal feed or biofuels. GDP is adjusted for inflation and differences in the cost of living across countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereals-human-food-vs-gdp'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_78',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-cereals-industrial-uses?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of domestic cereal supply โ after correcting for trade โ which is allocated to other uses (primarily industrial uses such as biofuel production) as opposed to being used for direct human consumption or animal feed.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-cereals-industrial-uses'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_79',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-land-area-used-for-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of land area used for agriculture, measured as a percentage of total land area. Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-land-area-used-for-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_80',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-land-area-used-for-arable-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of land area used for arable agriculture, measured as a percentage of total land area. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-land-area-used-for-arable-agriculture'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_81',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/area-meadows-and-pastures?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Permanent meadows and pastures is defined by the FAO as: \"the land used permanently (five years or more) to grow herbaceous forage crops, either cultivated or growing wild (wild prairie or grazing land).\"',\n",
+ " 'url': 'https://ourworldindata.org/grapher/area-meadows-and-pastures'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_82',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/soy-production-yield-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the change in soy production, yield and area used to grow the crop over time.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/soy-production-yield-area'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_83',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/soybean-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Soybean production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/soybean-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_84',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/soybean-production-and-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data at the national level is based on soybean uses after trade (which is soybean production minus exports plus imports).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/soybean-production-and-use'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_85',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sugar-beet-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sugar beet production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sugar-beet-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_86',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sugar-cane-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sugar cane production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sugar-cane-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_87',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sunflower-seed-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sunflower seed production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sunflower-seed-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_88',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sweet-potato-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sweet potato production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sweet-potato-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_89',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tea-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tea production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tea-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_90',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tea-production-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tea production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tea-production-by-region'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_91',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tobacco-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tobacco production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tobacco-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_92',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tomato-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tomato production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tomato-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_93',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-applied-phosphorous-crops?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual inputs include phosphorous from the application of synthetic fertilizers alongside organic inputs such as manure.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-applied-phosphorous-crops'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_94',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-financial-assistance-and-flows-for-agriculture-by-recipient?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total official development assistance (ODA) and other official flows from all donors to the agriculture sector. This data is expressed in US dollars. It is adjusted for inflation but does not account for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-financial-assistance-and-flows-for-agriculture-by-recipient'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_95',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tractors-per-100-square-kilometers-of-arable-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tractors used in agriculture per 100 square kilometers of arable land.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tractors-per-100-square-kilometers-of-arable-land'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_96',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-of-agricultural-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Gross production value of the agricultural sector, measured in current US$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-of-agricultural-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_97',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/vegetable-oil-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/vegetable-oil-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_98',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-agri-productivity-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Global agricultural growth is measured by the average annual change in economic output from agriculture. This is broken down by its drivers in each decade. Productivity growth measures increase output from a given amount of input: it's driven by factors such as efficiency gains, better seed varieties, land reforms, and better management practices.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-agri-productivity-growth'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_99',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wheat-exports-ukraine-russia-perspective?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wheat-exports-ukraine-russia-perspective'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_100',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wheat-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Wheat production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wheat-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_101',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agriculture-decoupling-productivity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total factor productivity measures changes in the efficiency with which agricultural inputs are transformed into agricultural outputs. If productivity did not improve, inputs would directly track outputs.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agriculture-decoupling-productivity'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_102',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wine-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Wine production, measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wine-production'},\n",
+ " {'category': 'Agricultural Production',\n",
+ " 'doc_id': 'owid_103',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/yams-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yam production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/yams-production'},\n",
+ " {'category': 'Agricultural Regulation & Policy',\n",
+ " 'doc_id': 'owid_104',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-export-subsidies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Agricultural export subsidies are measured in current US dollars.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-export-subsidies'},\n",
+ " {'category': 'Agricultural Regulation & Policy',\n",
+ " 'doc_id': 'owid_105',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-general-services-support?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The annual monetary value of gross transfers to general services provided to agricultural producers collectively (such as research, development, training, inspection, marketing and promotion), arising from policy measures that support agriculture regardless of their nature, objectives and impacts on farm production, income, or consumption. This does not include any transfers to individual producers.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-general-services-support'},\n",
+ " {'category': 'Agricultural Regulation & Policy',\n",
+ " 'doc_id': 'owid_106',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-producer-support?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The annual monetary value of gross transfers from consumers and taxpayers to agricultural producers, measured at the farm-gate level, arising from policy measures that support agriculture, regardless of their nature, objectives or impacts on farm production or income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-producer-support'},\n",
+ " {'category': 'Agricultural Regulation & Policy',\n",
+ " 'doc_id': 'owid_107',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agriculture-orientation-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A value greater than 1 means the agriculture sector receives a higher share of government spending relative to its economic value. A value less than 1 reflects a lower orientation to agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agriculture-orientation-index'},\n",
+ " {'category': 'Agricultural Regulation & Policy',\n",
+ " 'doc_id': 'owid_108',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-financial-assistance-and-flows-for-agriculture-by-recipient?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total official development assistance (ODA) and other official flows from all donors to the agriculture sector. This data is expressed in US dollars. It is adjusted for inflation but does not account for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-financial-assistance-and-flows-for-agriculture-by-recipient'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_109',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/absolute-number-of-deaths-from-ambient-particulate-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Absolute number of deaths per year attributed to ambient (outdoor) particulate matter (PM2.5) air pollution',\n",
+ " 'url': 'https://ourworldindata.org/grapher/absolute-number-of-deaths-from-ambient-particulate-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_110',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-pollutant-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of nitrogen oxides (NOx), non-methane volatile organic compounds (VOCs) and sulphur dioxide (SOโ) measured in tonnes per year. This is measured across all human-induced sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-pollutant-emissions'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_111',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-pollution-london-vs-delhi?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average concentrations of suspended particulate matter, measured in micrograms per cubic meter.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-pollution-london-vs-delhi'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_112',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pollution-deaths-from-fossil-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures annual excess mortality from the health impacts of air pollution from fossil fuels.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pollution-deaths-from-fossil-fuels'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_113',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-pollution-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Levels of air pollution, measured as suspended particulate matter (micrograms per cubic meter) vs. GDP per capita (2011 international-$). Here, data for London and Delhi GDP levels are assumed to be in line with national average values for the UK and India.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-pollution-vs-gdp-per-capita'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_114',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chronic-respiratory-diseases-death-rate-who-mdb?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The reported annual death rate from chronic respiratory disease per 100,000 people, based on the underlying cause listed on the death certificate.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chronic-respiratory-diseases-death-rate-who-mdb'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_115',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-ambient-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to ambient air pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-ambient-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_116',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-household-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to household air pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-household-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_117',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-household-and-ambient-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to household and ambient air pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-household-and-ambient-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_118',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-air-pollution-per-100000?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to air pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-air-pollution-per-100000'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_119',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-by-source-from-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths from outdoor ozone pollution, particulate pollution, and indoor fuel pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-by-source-from-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_120',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-from-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are given as the number of attributed deaths from pollution per 100,000 population. These rates are age-standardized, meaning they assume a constant age structure of the population: this allows for comparison between countries and over time.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-from-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_121',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-ambient-particulate-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to particulate matter air pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-ambient-particulate-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_122',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ambient-pollution-death-rates-2017-1990?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Deaths from outdoor particulate matter air pollution per 100,000 people. Countries below the diagonal line have experienced an increased death rate, whilst those above the line have seen a decreased death rate.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ambient-pollution-death-rates-2017-1990'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_123',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/outdoor-pollution-rate-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are measured as the number of premature deaths attributed to outdoor particulate matter air pollution per 100,000 individuals. Gross domestic product (GDP) per capita is measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/outdoor-pollution-rate-vs-gdp'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_124',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-ozone-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to ozone pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-ozone-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_125',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-ozone-pollution-gbd?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to ozone pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-ozone-pollution-gbd'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_126',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-pm25-vs-pm25-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Age-standardized death rate from particular matter (PM2.5) exposure per 100,000 people versus the average mean annual exposure to particulate matter smaller than 2.5 microns (PM2.5), measured in micrograms per cubic meter.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-pm25-vs-pm25-concentration'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_127',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-pollution-deaths-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to air pollution. This includes three categories of air pollution: indoor household, outdoor particulate matter and ozone.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-pollution-deaths-country'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_128',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-pollution-deaths-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: IHME, Global Burden of Disease (2019)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-pollution-deaths-by-age'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_129',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-from-household-and-outdoor-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of deaths from household and outdoor particulate matter air pollution per year. Household pollution-related deaths result from the use of solid fuels (crop wastes, dung, firewood, charcoal and coal) for cooking and heating.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-from-household-and-outdoor-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_130',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/absolute-number-of-deaths-from-outdoor-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual deaths from outdoor particulate matter air pollution.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/absolute-number-of-deaths-from-outdoor-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_131',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-outdoor-pollution-deaths-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: IHME, Global Burden of Disease (2019)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-outdoor-pollution-deaths-by-age'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_132',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-deaths-from-outdoor-air-pollution-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: IHME, Global Burden of Disease (2019)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-deaths-from-outdoor-air-pollution-by-region'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_133',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-from-ozone-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to ozone pollution.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-from-ozone-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_134',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dalys-particulate-matter?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Disease burden is measured in disability-adjusted life years (DALYs). DALYs are age-standardized and therefore adjust for changes in age structures of population through time and across countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dalys-particulate-matter'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_135',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-of-air-pollutants?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of various air pollutants, indexed to emission levels in the first year of data. Values in 1970 or 1990 are normalised to 100; values below 100 therefore indicate a decline in emissions. Volatile organic compounds (VOCs) do not include methane emissions.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/emissions-of-air-pollutants'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_136',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-of-air-pollutants-oecd?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Index of local air pollutant emissions since 1990. Annual emission levels are assumed to be 100 in 1990; values less than 100 therefore indicate a reduction in emissions; values over 100 indicate an increase since 1990.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/emissions-of-air-pollutants-oecd'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_137',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/long-run-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Air pollutants are gases that can lead to negative impacts on human health and ecosystems. Most are produced from energy, industry, and agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/long-run-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_138',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-of-particulate-matter?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of particulate matter from all human-induced sources. This is measured in terms of PMโโ and PMโ.โ
, which denotes particulate matter less than 10 and 2.5 microns in diameter, respectively.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/emissions-of-particulate-matter'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_139',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pm25-exposure-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Multiple sources compiled by World Bank (2024); World Bank (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pm25-exposure-gdp'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_140',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pm25-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Population-weighted average level of exposure to concentrations of suspended particles measuring less than 2.5 microns in diameter (PM2.5). Exposure is measured in micrograms of PM2.5 per cubic meter (ยตg/mยณ).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pm25-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_141',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/so-emissions-by-world-region-in-million-tonnes?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/so-emissions-by-world-region-in-million-tonnes'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_142',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-from-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: IHME, Global Burden of Disease (2019)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-from-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_143',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/outdoor-pollution-death-rate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of deaths attributed to outdoor particulate matter pollution per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/outdoor-pollution-death-rate'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_144',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/outdoor-pollution-rates-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are measured as the number of premature deaths attributed to outdoor particulate matter air pollution per 100,000 individuals in each age group.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/outdoor-pollution-rates-by-age'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_145',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/outdoor-pollution-deaths-1990-2017?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Deaths from outdoor particulate matter air pollution. Countries below the diagonal line have experienced an increase in deaths, whilst those above the line have seen a decrease.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/outdoor-pollution-deaths-1990-2017'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_146',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ozone-o3-concentration-in-ppb?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Population-weighted average ozone (Oโ) concentrations in parts per billion (ppb). Local concentrations of ozone are recorded and estimated at a 11x11km resolution. These values are subsequently weighted by population-density for calculation of nation-level average concentrations.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ozone-o3-concentration-in-ppb'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_147',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pm-exposure-1990-2017?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Population-weighted average level of exposure to concentrations of suspended particles measuring less than 2.5 microns in diameter. Exposure is measured in micrograms per cubic metre (ยตg/mยณ).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pm-exposure-1990-2017'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_148',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-deaths-air-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of deaths, from any cause, which are attributed to air pollution โ from outdoor and indoor sources โ as a risk factor.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-deaths-air-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_149',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-deaths-outdoor-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of deaths, from any cause, where ambient particulate matter air pollution is a risk factor.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-deaths-outdoor-pollution'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_150',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/exposure-pollution-above-who-targets?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The WHO recommends particulate matter (PM2.5) concentrations of 5 micrograms per cubic as the lower range of air pollution exposure, over which adverse health effects occur. The WHO has set interim targets of exposure for 35ยตg/mยณ, 25ยตg/mยณ, 15ยตg/mยณ, and 10ยตg/mยณ.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/exposure-pollution-above-who-targets'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_151',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-above-who-pollution-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of the population exposed to outdoor concentrations of particulate matter (PM2.5) that exceed the WHO guideline value of 10 micrograms per cubic meter per year. 10ยตg/mยณ represents the lower range of WHO recommendations for air pollution exposure over which adverse health effects are observed.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-above-who-pollution-guidelines'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_152',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-the-population-without-access-to-clean-fuels-for-cooking?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Access to clean fuels or technologies such as natural gas, electricity, and clean cookstoves reduces exposure to indoor air pollutants, a leading cause of death in low-income households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-the-population-without-access-to-clean-fuels-for-cooking'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_153',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sources-of-air-pollution-in-the-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions of specific air pollutants by source, measured in tonnes per year. This is given as a national annual total.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sources-of-air-pollution-in-the-uk'},\n",
+ " {'category': 'Air Pollution',\n",
+ " 'doc_id': 'owid_154',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-air-pollutant-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Air pollutants are gases that can lead to negative impacts on human health and ecosystems. Most are produced from energy, industry, and agriculture.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-air-pollutant-emissions'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_155',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/active-fur-farms?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Fur Free Alliance (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/active-fur-farms'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_156',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/animal-lives-lost-direct?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The estimated number of animal lives that go toward each kilogram of animal product purchased for retail sale. This only includes direct deaths e.g. the pork numbers include only the deaths of pigs slaughtered for food.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/animal-lives-lost-direct'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_157',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/animal-lives-lost-total?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The estimated number of animal lives that go toward each kilogram of animal product purchased for retail sale. This includes direct and indirect deaths e.g. pork numbers include pigs slaughtered for food (direct) but also those who die pre-slaughter and feed fish given to those pigs (indirect).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/animal-lives-lost-total'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_158',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/egg-production-system?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"'Cages' includes both battery and 'enriched' cages, which are larger, furnished cages that provide slightly more space. Battery cages have been banned in the UK since 2012.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/egg-production-system'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_159',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-farmed-finfishes?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Finfish refers to any fish with fins, as opposed to shellfish.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-farmed-finfishes'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_160',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/kilograms-meat-per-animal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The quantity of meat produced per average animal over its lifetime. For example, the average chicken would yield 1.7 kilogram of edible meat.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/kilograms-meat-per-animal'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_161',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-animals-slaughtered-for-meat?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'These numbers do not include additional deaths that happen during the production of meat and dairy, chickens slaughtered in the egg industry, and other land animals for which there is no data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-animals-slaughtered-for-meat'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_162',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/laying-hens-cages-and-cage-free?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Welfare Footprint Project (2022)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/laying-hens-cages-and-cage-free'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_163',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pain-levels-hen-systems?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Estimates of the number of days that the average hen will spend in pain over her laying life. A 'day' is considered to be 16 hours, the length of time that the average hen is awake.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/pain-levels-hen-systems'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_164',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/farmed-crustaceans?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Decapod crustaceans are animals such as shrimps, crabs, lobsters, prawns, and crayfish. This data does not include species without an estimated mean weight (which were an additional 6% of reported global production).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/farmed-crustaceans'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_165',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/farmed-fish-killed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This data does not include lobsters, farmed fish used as bait, and species without an estimated mean weight (which were an additional 17% of reported global fish production).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/farmed-fish-killed'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_166',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wild-caught-fish?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This data is based on the average tonnage of annual catch from 2007 to 2016, and estimated mean weights for fish species. It does not include unrecorded fish capture, such as fish caught illegally and those caught as bycatch and discards.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wild-caught-fish'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_167',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/attitudes-bans-factory-farming?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The survey measured attitudes towards animal farming with around 1,500 adults in the United States, census-balanced to be representative of age, gender, region, ethnicity, and income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/attitudes-bans-factory-farming'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_168',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/survey-dietary-choices-sentience?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The survey measured attitudes towards animal farming with around 1,500 adults in the United States, census-balanced to be representative of age, gender, region, ethnicity, and income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/survey-dietary-choices-sentience'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_169',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/survey-animal-pain-sentience?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The survey measured attitudes towards animal farming with around 1,500 adults in the United States, census-balanced to be representative of age, gender, region, ethnicity, and income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/survey-animal-pain-sentience'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_170',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-choices-of-british-adults?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'โ Flexitarian: mainly vegetarian, but occasionally eat meat or fish. โ Pescetarian: eat fish but do not eat meat or poultry. โ Vegetarian: do not eat any meat, poultry, game, fish, or shellfish. โ Plant-based / Vegan: do not eat dairy products, eggs, or any other animal product.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-choices-of-british-adults'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_171',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/eggs-cage-free?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source:',\n",
+ " 'url': 'https://ourworldindata.org/grapher/eggs-cage-free'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_172',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-eggs-produced-by-different-housing-systems?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Welfare Footprint Project (2022)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-eggs-produced-by-different-housing-systems'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_173',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pain-broiler-chickens?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of the time that an average chicken raised for meat will spend in different levels of pain. Both breeds of chicken reach the same slaughter weight, just at different rates.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pain-broiler-chickens'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_174',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-choices-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'โ Flexitarian: mainly vegetarian, but occasionally eat meat or fish. โ Pescetarian: eat fish but do not eat meat or poultry. โ Vegetarian: do not eat any meat, poultry, game, fish, or shellfish. โ Plant-based / Vegan: do not eat dairy products, eggs, or any other animal product.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-choices-uk'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_175',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bullfighting-ban?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Bullfighting is a physical contest that involves a bullfighter attempting to subdue, immobilize, or kill a bull.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/bullfighting-ban'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_176',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/banning-of-chick-culling?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chick culling is the process of separating and killing unwanted male and unhealthy female chicks that cannot produce eggs in industrialized egg facilities.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/banning-of-chick-culling'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_177',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fur-farming-ban?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source:',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fur-farming-ban'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_178',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fur-trading-ban?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Fur Free Alliance (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fur-trading-ban'},\n",
+ " {'category': 'Animal Welfare',\n",
+ " 'doc_id': 'owid_179',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/animals-slaughtered-for-meat?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/animals-slaughtered-for-meat'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_180',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/antibiotic-use-in-livestock-in-europe?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Antibiotics are used in livestock for animal health and productivity, but also pose a risk for antibiotic resistance in both humans and livestock. Data is measured as the milligrams of total antibiotic use per kilogram of meat production. This is corrected for differences in livestock numbers and types, normalising to a population-corrected unit (PCU). A suggested global cap of antibiotic use in livestock is set at 50mg/PCU.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/antibiotic-use-in-livestock-in-europe'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_181',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/antibiotic-use-in-livestock-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Antibiotic use in livestock, measured as the milligrams of total active ingredient used per kilogram of meat production versus gross domestic product (GDP) per capita.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/antibiotic-use-in-livestock-vs-gdp-per-capita'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_182',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/antibiotic-use-in-livestock-vs-meat-supply-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Antibiotic use in livestock, measured as the milligrams of total active ingredient used per kilogram of meat production versus the average meat supply per capita, measured in kilograms per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/antibiotic-use-in-livestock-vs-meat-supply-per-capita'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_183',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/reduction-global-antibiotic-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Projected global antibiotic use in livestock under expected meat consumption levels in 2030, and a range of modeled reduction scenarios based on antibiotic use limits, reductions in meat consumption, and a fee on antibiotic sales. Further details on each scenario are given in the sources tab. Global antibiotic use is measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/reduction-global-antibiotic-use'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_184',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-e-coli-bloodstream-infections-due-to-antimicrobial-resistant-bacteria?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cephalosporins are a class of antibiotics commonly used to treat E. coli infections. This shows the estimated share of infections by E. coli in the bloodstream that were resistant to 3rd generation cephalosporins.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-e-coli-bloodstream-infections-due-to-antimicrobial-resistant-bacteria'},\n",
+ " {'category': 'Antibiotics',\n",
+ " 'doc_id': 'owid_185',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-s-aureus-bloodstream-infections-that-are-resistant-to-antibiotics?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Methicillin is an antibiotic commonly used to treat infections by Staphylococcus aureus. This shows the estimated share of infections by S. aureus in the bloodstream that were resistant to methicillin.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-s-aureus-bloodstream-infections-that-are-resistant-to-antibiotics'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_186',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/african-elephant-carcass-ratio?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carcass ratio is the number of dead elephants observed during survey counts as a percentage of the total population. Carcass ratios greater than 8% are considered to be a strong indication of a declining population.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/african-elephant-carcass-ratio'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_187',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-fish-catch-taxa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Fish catch is measured as annual catch divided by the mean catch over the stock's time series. A value greater than one means annual catch is higher than average over the entire time period.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-fish-catch-taxa'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_188',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-catch-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Fish catch is measured as annual catch divided by the mean catch over the stock's time series. A value greater than one means annual catch is higher than average over the entire time period.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-catch-region'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_189',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/aquaculture-farmed-fish-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aquaculture is the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Aquaculture production specifically refers to output from aquaculture activities, which are designated for final harvest for consumption.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/aquaculture-farmed-fish-production'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_190',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/black-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated number of black rhinos.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/black-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_191',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/capture-fishery-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Capture (wild) fishery production does not include seafood produced from fish farming (aquaculture).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/capture-fishery-production'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_192',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bird-populations-eu?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The bird population index is measured relative to population size in the year 2000 (i.e. the value in 2000 = 100).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/bird-populations-eu'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_193',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-in-total-mangrove-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in mangrove area from the baseline extent of mangroves in 2000.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-in-total-mangrove-area'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_194',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/changes-uk-butterfly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Changes in butterfly populations are measured as an index relative to populations in their start year (1976 or 1990 depending on the species group).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/changes-uk-butterfly'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_195',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chlorophyll-a-deviation-from-the-global-average?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The share of satellite imagery pixels measuring chlorophyll-a within a country's Exclusive Economic Zone that are above the 90th percentile of the global baseline (2000-2004). The value given is an annual average of monthly deviations.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/chlorophyll-a-deviation-from-the-global-average'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_196',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/budget-to-manage-invasive-alien-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'An โalienโ species is described as one which has been introduced outside its natural distribution range because of human activity. An alien species which then becomes a threat to native biodiversity is known as an \"invasive alien species\".',\n",
+ " 'url': 'https://ourworldindata.org/grapher/budget-to-manage-invasive-alien-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_197',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-that-are-parties-to-the-nagoya-protocol?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Being party to the Nagoya Protocol means agreeing to follow the rules and guidelines set forth in the agreement, which aim to ensure that the benefits of genetic resources are shared fairly and equitably, and that traditional knowledge is protected and respected.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/countries-that-are-parties-to-the-nagoya-protocol'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_198',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-to-access-and-benefit-sharing-clearing-house?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The Access and Benefit-Sharing Clearing-House Protocol is a supplementary agreement to the Nagoya Protocol that establishes a web-based platform for sharing information on the use of genetic resources and associated traditional knowledge.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/countries-to-access-and-benefit-sharing-clearing-house'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_199',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/habitat-loss-25-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of species at risk of losing greater than 25% of their habitat as a result of agricultural expansion under business-as-usual projections to 2050. This is shown for countries with more than 25 species at risk.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/habitat-loss-25-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_200',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/date-of-the-peak-cherry-tree-blossom-in-kyoto?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The vertical axis shows the date of peak blossom, expressed as the number of days since 1st January. The timing of the peak cherry blossom is influenced by spring temperatures. Higher temperatures due to climate change have caused the peak blossom to gradually move earlier in the year since the early 20th century.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/date-of-the-peak-cherry-tree-blossom-in-kyoto'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_201',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drivers-of-recovery-in-european-bird-populations?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of European bird species that have seen a significant recovery in their populations in recent decades, categorized by the main driver of their recovery.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drivers-of-recovery-in-european-bird-populations'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_202',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-amphibian-species-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Endemic species are those known to occur naturally within one country only.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-amphibian-species-by-country'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_203',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-bird-species-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Endemic species are those known to occur naturally within one country only.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-bird-species-by-country'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_204',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-freshwater-crab-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Endemic species are those known to occur naturally within one country only.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-freshwater-crab-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_205',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-mammal-species-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Endemic species are those known to occur naturally within one country only.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-mammal-species-by-country'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_206',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-reef-forming-coral-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of endemic reef-forming coral species by country. Endemic species are those known to occur naturally within one country only.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-reef-forming-coral-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_207',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/endemic-shark-and-ray-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Endemic species are those known to occur naturally within one country only. This includes the exclusive economic zone of a country which is the sea within 200 nautical miles of a country's coastal boundary.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/endemic-shark-and-ray-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_208',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-seafood-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish and seafood production is measured as the sum of seafood from wild catch and fish farming (aquaculture).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-seafood-production'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_209',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-catch-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total annual landings โ fish catch brought back to land โ of bottom-living fish. This excludes shellfish.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-catch-uk'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_210',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-discards?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Discards are animals thrown back (alive or dead) into the sea after being caught during fishing activities. This represents bycatch (fish caught unintentionally) that is not brought ashore for use.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-discards'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_211',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-stocks-taxa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish stocks are measured by biomass: the number of individuals multiplied by their mass. Fishing intensity by the fraction of the fish population that is caught in a given year. Both are given as a ratio of their levels at the maximum sustainable yield โ the level at which we can catch the maximum amount of fish without a decline in fish populations. A value of one maximises fish catch without decreasing fish populations. This is the target level.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-stocks-taxa'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_212',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-stocks-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish stocks are measured by biomass: the number of individuals multiplied by their mass. Fishing intensity by the fraction of the fish population that is caught in a given year. Both are given as a ratio of their levels at the maximum sustainable yield โ the level at which we can catch the maximum amount of fish without a decline in fish populations. A value of one maximises fish catch without decreasing fish populations. This is the target level.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-stocks-by-region'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_213',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fishing-pressure-by-taxa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Fishing intensity measured the extent to which a stock is being exploited. This is the fraction of the fish population that is caught in a given year. Here it's measured as the intensity divided by the intensity at the maximum sustainable yield โ the level at which we can catch the maximum amount of fish without a decline in fish populations. A value of one is the optimal level to maximize fish catch without declining populations. Greater than one suggests overfishing.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/fishing-pressure-by-taxa'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_214',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fishing-pressure-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Fishing intensity measures the extent to which a stock is being exploited. Here, it's measured as current fishing intensity divided by the intensity at the maximum sustainable yield. A value of one is the optimal level to maximize fish catch without causing fish population. Greater than one suggests overfishing.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/fishing-pressure-by-region'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_215',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/long-term-cod-catch?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of North Atlantic cod (Gadus morhua) catch off Newfoundland and Labrador, Eastern Canada.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/long-term-cod-catch'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_216',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-aquaculture-wild-fish-feed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Some wild fish catch is processed into fishmeal and oils for animal feed โ this is used for land-based livestock and fish farms (aquaculture). Efficiency improvements in aquaculture, and changes in the diets of farmed fish means production has increased rapidly, without increasing inputs from wild fish.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-aquaculture-wild-fish-feed'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_217',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biomass-vs-abundance-taxa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global biomass (measured in tonnes of carbon) versus the abundance (number of individuals) of different taxonomic groups. These are given as order-of-magnitude estimates.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biomass-vs-abundance-taxa'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_218',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wildlife-exports?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Wildlife trade is quantified in terms of whole organism equivalents (WOE). For example, five skulls represent five WOEs, whereas it's assumed that four ears are sourced from two animals and so represent two WOEs.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/wildlife-exports'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_219',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biomass-fish-stocks-taxa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Fish stocks are measured by their biomass: the number of individuals multiplied by their mass. Here it's measured as the biomass of a fish stock divided by the biomass at its maximum sustainable yield โ the level at which we can catch the maximum amount of fish without a decline in fish populations. A value of one maximises fish catch without decreasing fish populations.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/biomass-fish-stocks-taxa'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_220',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biomass-fish-stocks-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish stocks are measured by their biomass: the number of individuals multiplied by their mass. Here the biomass of a fish stock is divided by the biomass at its maximum sustainable yield. A value of one maximizes fish catch without decreasing fish populations.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biomass-fish-stocks-region'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_221',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/indian-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated number of Greater One-Horned rhinos.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/indian-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_222',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/javan-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated number of Javan rhinos.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/javan-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_223',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-living-planet-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The Living Planet Index (LPI) measures the average decline in monitored wildlife populations. The index value measures the change in abundance in 31,821 populations across 5,230 species relative to the year 1970 (i.e. 1970 = 100%).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-living-planet-index'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_224',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/living-planet-index-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The Living Planet Index (LPI) measures the average relative decline in monitored wildlife populations. The index value measures the change in abundance in 38,427 populations across 5,268 species relative to the year 1970 (i.e. 1970 = 100%).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/living-planet-index-by-region'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_225',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-of-animal-breeds-genetic-conservation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of local animal breeds, those that exist in only one country, with sufficient genetic material stored within genebank collections to allow the reconstitution of the breed in case of extinction.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-of-animal-breeds-genetic-conservation'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_226',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/material-footprint-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Material footprint is the quantity of material needed to meet a country's material demand. It is material production, adjusted for trade. The total material footprint is the sum of the material footprint for biomass, fossil fuels, metal ores, and non-metal ores, given in tonnes per year.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/material-footprint-per-capita'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_227',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/material-footprint-per-unit-of-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Material footprint is the quantity of material needed to meet a country's material demand. It is material production, adjusted for trade. The total material footprint is the sum of the material footprint for biomass, fossil fuels, metal ores, and non-metal ores.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/material-footprint-per-unit-of-gdp'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_228',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-to-the-international-treaty-on-plant-genetic-resources?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The International Treaty on Plant Genetic Resources for Food and Agriculture is an international agreement that aims to ensure the conservation and sustainable use of plant genetic resources for food and agriculture, and to promote the fair and equitable sharing of the benefits derived from their use.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/countries-to-the-international-treaty-on-plant-genetic-resources'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_229',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/mountain-green-cover-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Mountain Green Cover Index measures the share of mountainous areas covered by either forest, cropland, grassland or wetland. An increase in green mountain cover may reflect either the expansion of natural ecosystems or an increase in the growth of vegetation in areas previously covered by glaciers.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/mountain-green-cover-index'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_230',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/national-biodiversity-strategy-align-with-aichi-target-9?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aichi Target 9: By 2020, invasive alien species and pathways are identified and prioritized, priority species are controlled or eradicated and measures are in place to manage pathways to prevent their introduction and establishment.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/national-biodiversity-strategy-align-with-aichi-target-9'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_231',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/national-progress-towards-aichi-biodiversity-target-2?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aichi Target 2: By 2020, at the latest, biodiversity values have been integrated into national and local development and poverty reduction strategies and planning processes and are being incorporated into national accounting and reporting systems.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/national-progress-towards-aichi-biodiversity-target-2'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_232',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/northern-white-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated number of Northern White rhinos.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/northern-white-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_233',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/african-elephants?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: African Elephant Specialist Group (AfESG); Great Elephant Census',\n",
+ " 'url': 'https://ourworldindata.org/grapher/african-elephants'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_234',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-asian-elephants?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Estimates on wild mammal populations tend to come with significant uncertainty. A complete time-series for the Asian elephant population is not available, however, it's estimated to have declined from approximately 100,000 in the early 20th century to approximately 45,000 today.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-asian-elephants'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_235',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/projected-habitat-loss-extent-bau?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The projected number of mammal, bird and amphibian species losing a certain extent of habitat by 2050 as a result of cropland expansion globally under a business-as-usual-scenario.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/projected-habitat-loss-extent-bau'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_236',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coral-bleaching-events?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of moderate (up to 30% of corals affected) and severe coral bleaching events (more than 30% of corals) measured at 100 fixed global locations. Bleaching occurs when stressful conditions cause corals to expel their algal symbionts.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coral-bleaching-events'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_237',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bleaching-events-enso?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Coral bleaching typically occurs when water temperatures rise above the normal range for the coral's habitat. This is more likely during El Niรฑo stages of the ENSO cycle when tropical sea temperatures are warmer.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/bleaching-events-enso'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_238',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-described-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of identified and named species in each taxonomic group, as of 2022. Since many species have not yet been described, this is a large underestimate of the total number of species in the world.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-described-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_239',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-parties-env-agreements?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of global parties signed on to multilateral agreements designed to address trans-boundary environmental issues.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-parties-env-agreements'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_240',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-rhinos-poached?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of wild rhino poaching are recorded and reported by only a select number of countries. Data is based primarily on recorded poaching and fatalities by national authorities in national parks and reserves.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-rhinos-poached'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_241',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-seized-rhino-horns?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is estimates on rhino horn seizures over the period from 2009 to September 2018. An average rhino horn weighs approximately 1 to 3 kilograms.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-seized-rhino-horns'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_242',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/severe-bleaching-events-enso?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Coral bleaching typically occurs when water temperatures rise above the normal range for the coral's habitat. This is more likely during El Niรฑo stages of the ENSO cycle when tropical sea temperatures are warmer.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/severe-bleaching-events-enso'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_243',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-species-evaluated-iucn?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of species in each taxonomic group evaluated for their extinction risk level is a small share of the total number of known species in many taxonomic groups.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-species-evaluated-iucn'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_244',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/extinct-species-since-1500?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: IUCN Red List (2022)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/extinct-species-since-1500'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_245',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-species-threatened?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The IUCN Red List has assessed the extinction risk of only a small share of the total known species in the world. This means the number of species threatened with extinction is likely to be a significant underestimate of the total number of species at risk.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-species-threatened'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_246',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/threatened-endemic-mammal-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Endemic species are those known to occur naturally within one country only. Threatened species are those whose extinction risk is classified as 'Critically Endangered', 'Endangered', or 'Vulnerable'. They are at a high or greater risk of extinction in the wild.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/threatened-endemic-mammal-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_247',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-accessions-of-plant-genetic-resources-secured-in-conservation-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The conservation of plant genetic resources for food and agriculture (GRFA) in medium-long term conservation facilities represents the most trusted means of conserving plant genetic resources worldwide.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-accessions-of-plant-genetic-resources-secured-in-conservation-facilities'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_248',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/whale-catch?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: International Whaling Commission (IWC); Rocha et al. (2014)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/whale-catch'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_249',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/whales-killed-per-decade?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: International Whaling Commission (IWC) & Rocha et al. (2014)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/whales-killed-per-decade'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_250',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/projected-cropland-by-2050?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the projected change in cropland area relative to the year 2010. This is shown under a business-as-usual scenario, and multiple reduction scenarios.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/projected-cropland-by-2050'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_251',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-of-local-breeds-at-risk-of-extinction?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of local livestock breeds which are classified as being at risk of extinction. Breed-related information remains far from complete. For almost 60 percent of all reported breeds, risk status is not known because of missing population data or lack of recent updates.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-of-local-breeds-at-risk-of-extinction'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_252',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/protected-area-coverage-of-marine-key-biodiversity-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The average share of each marine Key Biodiversity Area (KBA) that is covered by designated protected areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/protected-area-coverage-of-marine-key-biodiversity-areas'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_253',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coverage-by-protected-areas-of-important-sites-for-mountain-biodiversity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The average share of each mountain Key Biodiversity Area (KBA) that is covered by designated protected areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coverage-by-protected-areas-of-important-sites-for-mountain-biodiversity'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_254',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/red-list-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The Red List Index shows trends in overall extinction risk for groups of species. It is an index between 0 and 1. A value of 1 indicates that there is no current extinction risk to any of the included species. A value of 0 would mean that all included species are extinct.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/red-list-index'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_255',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/capture-fisheries-vs-aquaculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aquaculture is the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Capture fishery production is the volume of wild fish catches landed for all commercial, industrial, recreational and subsistence purposes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/capture-fisheries-vs-aquaculture'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_256',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/capture-and-aquaculture-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aquaculture is the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Capture fishery production is the volume of wild fish catches landed for all commercial, industrial, recreational and subsistence purposes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/capture-and-aquaculture-production'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_257',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/caribbean-acropora?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of coral reefs in the Caribbean where major reef-building group of corals, Acropora, was dominant or present. The declines show the loss of coral cover as a result of pressures including water pollution, disease outbreaks, and coral bleaching.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/caribbean-acropora'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_258',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-species-evaluated-iucn?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'In many taxonomic groups, very few described species have been evaluated for their extinction risk level. This means the estimated number of species at risk of extinction in these groups is likely to be a significant undercount.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-species-evaluated-iucn'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_259',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-fish-stocks-overexploited?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish stocks are overexploited when fish catch exceeds the maximum sustainable yield (MSY) โ the rate at which fish populations can regenerate.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-fish-stocks-overexploited'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_260',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-of-forest-area-within-legally-established-protected-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A protected area is a clearly defined geographical space, recognised, dedicated and managed, through legal or other effective means, to achieve the long-term conservation of nature with associated ecosystem services and cultural values.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-of-forest-area-within-legally-established-protected-areas'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_261',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-of-important-sites-for-freshwater-biodiversity-covered-by-protected-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The proportion of freshwater Key Biodiversity Areas (KBAs) which are covered by designated protected areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-of-important-sites-for-freshwater-biodiversity-covered-by-protected-areas'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_262',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/terrestrial-protected-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Terrestrial protected areas are areas of at least 1,000 hectares that are designated by national authorities in order to preserve their ecosystem services and cultural values.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/terrestrial-protected-areas'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_263',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/forest-area-as-share-of-land-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Forest area is land with natural or planted stands of trees at least five meters in height, whether productive or not, and excludes tree stands in agricultural production systems.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/forest-area-as-share-of-land-area'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_264',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/marine-protected-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Marine protected areas are regions of intertidal or sub-tidal land and associated water, flora and fauna, and cultural and historical features that have been legally or effectively reserved for protection.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/marine-protected-areas'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_265',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-marine-protected-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Marine protected areas are areas that have been reserved by law or other effective means to protect part or all of the enclosed environment.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-marine-protected-area'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_266',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-species-traded?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Species can be traded locally, nationally or internationally as pets, or for their products (such as meat, medicines, ivory, or other body parts).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-species-traded'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_267',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-threatened-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Threatened species are those with an extinction risk category of either 'Critically Endangered', 'Endangered' or 'Vulnerable' on the IUCN Red List. This is shown by taxonomic group, and only for the more completely evaluated groups (where >80% of described species have been evaluated).\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-threatened-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_268',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/protected-terrestrial-biodiversity-sites?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Proportion of terrestrial Key Biodiversity Areas (KBAs) that are covered by designated protected areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/protected-terrestrial-biodiversity-sites'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_269',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-species-traded-pets?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Scheffers, B. R., Oliveira, B. F., Lamb, I., & Edwards, D. P. (2019). Global wildlife trade across the tree of life. Science.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-species-traded-pets'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_270',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-species-traded-products?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of traded species that are traded for products, such as for meat, medicines, ivory, or other body parts.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-species-traded-products'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_271',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/southern-white-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated number of southern white rhinos.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/southern-white-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_272',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/iwc-status?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The International Whaling Commission (IWC) was set up to preserve global whale stocks through catch quotes, regulation of hunting methods and designation of specific hunting areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/iwc-status'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_273',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-stocks-within-sustainable-levels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fish stocks become overexploited when fish are caught at a rate higher than the population can support, and the ability of the stock to produce its Maximum Sustainable Yield (MSY) is jeopardized.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-stocks-within-sustainable-levels'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_274',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sumatran-rhinos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Number of Sumatran rhinos (officially named 'Dicerorhinus sumatrensis').\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/sumatran-rhinos'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_275',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-whale-biomass?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown are estimates of global whale biomass in pre-whaling periods versus the year 2001. This is measured in tonnes of carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-whale-biomass'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_276',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/whale-populations?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown are estimates of global whale populations in pre-whaling periods versus the year 2001.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/whale-populations'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_277',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/threatened-bird-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Threatened species are those with an extinction risk category of either 'Critically Endangered', 'Endangered', or 'Vulnerable'.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/threatened-bird-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_278',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/threatened-endemic-bird-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The number of threatened endemic bird species by country. Endemic species are those known to occur naturally within one country only. Threatened species are those with an extinction risk category of either 'Critically Endangered', 'Endangered', or 'Vulnerable'.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/threatened-endemic-bird-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_279',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/threatened-endemic-coral?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The number of threatened endemic reef-forming coral species by country. Endemic species are those known to occur naturally within one country only. Threatened species are those with an extinction risk category of either 'Critically Endangered', 'Endangered', or 'Vulnerable'.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/threatened-endemic-coral'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_280',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-species-threatened?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Threatened species are the number of species classified by the IUCN Red List as endangered, vulnerable, rare, indeterminate, out of danger, or insufficiently known.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-species-threatened'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_281',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/threatened-mammal-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Threatened mammal species excluding whales and porpoises. Threatened species are those with an extinction risk category of either 'Critically Endangered', 'Endangered', or 'Vulnerable'.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/threatened-mammal-species'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_282',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-oda-for-biodiversity-by-donor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total official development assistance (ODA) transferred for use in biodiversity conservation and protection efforts, by donor. This data is expressed in constant US dollars. It is adjusted for inflation but does not account for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-oda-for-biodiversity-by-donor'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_283',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-oda-for-biodiversity-by-recipient?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total official development assistance (ODA) transferred for use in biodiversity conservation and protection efforts, by recipient. This data is expressed in constant US dollars. It is adjusted for inflation but does not account for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-oda-for-biodiversity-by-recipient'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_284',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conservation-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of transboundary animal breeds, those that exist in more than one country, with sufficient genetic material stored within genebank collections to allow the reconstitution of the breed in case of extinction.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-transboundary-animal-breeds-which-have-genetic-resources-secured-in-conservation-facilities'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_285',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/seized-rhino-horns?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is estimates on rhino horn seizures over the period from 2009 to September 2018. An average rhino horn weighs approximately 1 to 3 kilograms.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/seized-rhino-horns'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_286',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wild-fish-allocation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: FishStat via Pauly, Zeller, and Palomares from Sea Around Us Concepts, Design and Data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wild-fish-allocation'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_287',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/iwc-members?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The International Whaling Commission (IWC) was set up to preserve global whale stocks through catch quotes, regulation of hunting methods and designation of specific hunting areas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/iwc-members'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_288',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fish-catch-gear-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source:',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fish-catch-gear-type'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_289',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wild-fish-catch-gear-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: FishStat via Pauly, Zeller, and Palomares from Sea Around Us Concepts, Design and Data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wild-fish-catch-gear-type'},\n",
+ " {'category': 'Biodiversity',\n",
+ " 'doc_id': 'owid_290',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bottom-trawling?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Bottom trawling is a fishing method in which a large, heavy net is dragged along the seafloor to catch fish and other marine life.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/bottom-trawling'},\n",
+ " {'category': 'Biofuels',\n",
+ " 'doc_id': 'owid_291',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-cereals-industrial-uses?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of domestic cereal supply โ after correcting for trade โ which is allocated to other uses (primarily industrial uses such as biofuel production) as opposed to being used for direct human consumption or animal feed.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-cereals-industrial-uses'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_292',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biological-weapons-convention?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biological weapons are organisms or toxins used to cause death or harm through their poisonous properties. The convention bans developing, producing, acquiring, possessing, and transferring biological weapons and requires countries to destroy them.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biological-weapons-convention'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_293',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chemical-weapons-convention?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chemical weapons are chemicals used to cause death or harm through their poisonous properties. The convention bans developing, producing, acquiring, possessing, transferring, and using chemical weapons and requires countries to destroy them.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chemical-weapons-convention'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_294',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biological-weapons?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biological weapons are organisms or toxins used to cause death or harm through their poisonous properties.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biological-weapons'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_295',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chemical-weapons?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chemical weapons are chemicals used to cause death or harm through their poisonous properties.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chemical-weapons'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_296',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/historical-biological-weapons?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biological weapons are organisms or toxins used to cause death or harm through their poisonous properties. The closest a country came to using biological weapons ever is recorded.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/historical-biological-weapons'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_297',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/historical-chemical-weapons?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chemical weapons are chemicals used to cause death or harm through their poisonous properties. The closest a country came to using chemical weapons ever is recorded.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/historical-chemical-weapons'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_298',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biological-weapons-proliferation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biological weapons are organisms or toxins used to cause death or harm through their poisonous properties.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biological-weapons-proliferation'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_299',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chemical-weapons-proliferation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chemical weapons are chemicals used to cause death or harm through their poisonous properties.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chemical-weapons-proliferation'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_300',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/historical-biological-weapons-proliferation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biological weapons are organisms or toxins used to cause death or harm through their poisonous properties. The closest a country got to using biological weapons ever is recorded.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/historical-biological-weapons-proliferation'},\n",
+ " {'category': 'Biological & Chemical Weapons',\n",
+ " 'doc_id': 'owid_301',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/historical-chemical-weapons-proliferation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Chemical weapons are chemicals used to cause death or harm through their poisonous properties. The closest a country came to using chemical weapons ever is recorded.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/historical-chemical-weapons-proliferation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_302',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/adjusted-net-savings-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Adjusted net savings are equal to net national savings plus education expenditure and minus energy depletion, mineral depletion, net forest depletion, and carbon dioxide.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/adjusted-net-savings-per-person'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_303',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-emissions-per-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-emissions-per-country'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_304',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co-emissions-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Emissions from fossil fuels and industry are included, but not land-use change emissions. International aviation and shipping are included as separate entities, as they are not included in any country's emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co-emissions-by-region'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_305',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-cement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from cement, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-cement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_306',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from coal, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-coal'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_307',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deforestation-co2-trade-by-product?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures the amount of COโ emissions linked to deforestation for food production โ it is trade-adjusted, to reflect the carbon footprint of diets within a given country. It is based on the annual average over the period from 2010 to 2014.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deforestation-co2-trade-by-product'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_308',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-deforestation-for-food?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tonnes of COโ emissions linked to deforestation for food production โ it is trade-adjusted, to reflect the carbon footprint of diets within a given country. Based on the annual average over the period from 2010 to 2014.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-deforestation-for-food'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_309',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-flaring?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-flaring'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_310',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from gas, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_311',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from land-use change can be positive or negative depending on whether these changes emit (positive) or sequester (negative) carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_312',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-land-use-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from land-use change can be positive or negative depending on whether these changes emit (positive) or sequester (negative) carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-land-use-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_313',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from oil, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-oil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_314',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-other-industry?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from other industry sources, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-other-industry'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_315',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-co2-including-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions include those from fossil fuels and industry, and land-use change. They are measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-co2-including-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_316',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-gdp-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in gross domestic product (GDP) and carbon dioxide (COโ) emissions.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-gdp-growth'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_317',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-gdp-pop-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in gross domestic product (GDP), population, and carbon dioxide (COโ) emissions.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-gdp-pop-growth'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_318',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-by-world-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-by-world-region'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_319',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-co2-annual-pct?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-co2-annual-pct'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_320',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-co2-per-capita-equity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Consumption-based emissions are national emissions that have been adjusted for trade. This map denotes whether a country's average per capita emissions are above or below the value of global per capita emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-co2-per-capita-equity'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_321',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-vs-average?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"This map denotes whether a country's average per capita emissions are above or below the value of global per capita emissions. This is based on territorial emissions, which don't adjust for trade.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-vs-average'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_322',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global average land-sea temperature anomaly relative to the 1961-1990 average temperature.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/temperature-anomaly'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_323',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/aviation-share-co2?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Given as a share of carbon dioxide emissions from fossil fuels and land use change.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/aviation-share-co2'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_324',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-by-fuel-line?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-by-fuel-line'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_325',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-by-source'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_326',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-by-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Climate Watch (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-by-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_327',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-embedded-in-global-trade?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Net import-export balance in tonnes of COโ per year. Positive values (red) represent net importers of COโ. Negative values (blue) represent net exporters of COโ.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-embedded-in-global-trade'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_328',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aviation emissions include both domestic and international flights. International aviation emissions are here allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_329',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-domestic-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-domestic-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_330',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-fossil-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-fossil-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_331',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-fossil-plus-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-fossil-plus-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_332',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-international-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'International aviation emissions are here allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-international-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_333',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-transport?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes. Domestic aviation and shipping emissions are included at the national level. International aviation and shipping emissions are included only at the global level.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-transport'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_334',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-per-capita-marimekko?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The width of each bar shows countries scaled by population size. The height of each bar measures tonnes of per capita carbon dioxide (COโ) emissions from fossil fuels and industry.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-per-capita-marimekko'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_335',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures COโ emissions from fossil fuels and industry only โ land-use change is not included. GDP per capita is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-vs-gdp'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_336',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-per-capita-vs-fossil-fuel-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fossil fuel consumption is measured as the average consumption of energy from coal, oil and gas per person. Fossil fuel and industry emissions are included. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-per-capita-vs-fossil-fuel-consumption-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_337',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-per-capita-vs-population-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Annual consumption-based carbon dioxide emissions. Consumption-based emissions are national emissions that have been adjusted for trade. It's production-based emissions minus emissions embedded in exports, plus emissions embedded in imports.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-per-capita-vs-population-growth'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_338',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-per-capita-vs-renewable-electricity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions are measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-per-capita-vs-renewable-electricity'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_339',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-mitigation-15c?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide under various mitigation scenarios to keep global average temperature rise below 1.5ยฐC. Scenarios are based on the COโ reductions necessary if mitigation had started โ with global emissions peaking and quickly reducing โ in the given year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-mitigation-15c'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_340',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-mitigation-2c?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide under various mitigation scenarios to keep global average temperature rise below 2ยฐC. Scenarios are based on the COโ reductions necessary if mitigation had started โ with global emissions peaking and quickly reducing โ in the given year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-mitigation-2c'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_341',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-income-level?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global carbon dioxide (COโ) emissions, by World Bank income group.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-income-level'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_342',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_343',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-emission-intensity-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon emission intensity is measured in kilograms of COโ per dollar of GDP. Emissions from fossil fuels and industry are included. Land-use change is not included. GDP data is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-emission-intensity-vs-gdp-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_344',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-footprint-travel-mode?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The carbon footprint of travel is measured in grams of carbon dioxide-equivalents per passenger kilometer. This includes the impact of increased warming from aviation emissions at altitude.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-footprint-travel-mode'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_345',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-per-unit-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Amount of carbon dioxide emitted per unit of energy production, measured in kilograms of COโ per kilowatt-hour.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-per-unit-energy'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_346',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-intensity-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Carbon intensity represents the quantity of COโ emitted per unit of energy consumption โ it's measured in kilograms of COโ emitted per kilowatt-hour of energy.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-intensity-vs-gdp'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_347',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-intensity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Kilograms of COโ emitted per dollar of GDP. Fossil fuel and industry emissions are included. Land-use change emissions are not included. GDP data is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-intensity'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_348',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-opportunity-costs-per-kilogram-of-food?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The carbon opportunity cost, measured in kilograms of carbon dioxide-equivalents per kilogram of food, is the amount of carbon lost from native vegetation and soils in order to produce each food. If a specific food was not produced on a given plot of land, this land could be used to restore native vegetation and sequester carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-opportunity-costs-per-kilogram-of-food'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_349',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions are national emissions that have been adjusted for trade. This measures fossil fuel and industry emissions. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_350',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_351',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures fossil fuel and industry emissions. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp-long-term'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_352',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-co2-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-co2-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_353',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-co2-per-capita-vs-gdppc?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions are measured in tonnes per person. They are territorial emissions minus emissions embedded in exports, plus emissions embedded in imports. GDP per capita is adjusted for price differences between countries (PPP) and over time (inflation).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-co2-per-capita-vs-gdppc'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_354',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co-emissions-vs-human-development-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions are measured in tonnes per person. The Human Development Index (HDI) is a summary measure of key dimensions of human development: a long and healthy life, a good education, and a decent standard of living.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co-emissions-vs-human-development-index'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_355',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-based-carbon-intensity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon intensity measures the kilograms of COโ emitted per unit of GDP. Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-based-carbon-intensity'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_356',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-vs-production-co2-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included. Countries above the diagonal line are net importers of COโ.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-vs-production-co2-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_357',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_358',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_359',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of carbon dioxide, methane, and nitrous oxide. This is for land use and agriculture only.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-warming-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_360',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-fossil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of carbon dioxide, methane, and nitrous oxide. This is for fossil fuel and industry emissions only โ it does not include land use or agriculture.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-warming-fossil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_361',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-china?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Contribution of individual sectors to net economic output versus its share of total national carbon dioxide (COโ) emissions in 2009. Sectors which lie above the line contribute more to the value added than to the emissions in China. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-china'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_362',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-germany?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Contribution of individual sectors to net economic output versus its share of total national carbon dioxide (COโ) emissions in 2009. Sectors which lie above the line contribute more to the value added than the emissions in Germany. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-germany'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_363',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-usa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Contribution of individual sectors to net economic output versus its share of total national carbon dioxide (COโ) emissions in 2009. Sectors which lie above the line contribute more to the value added than the emissions in the United States. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-vs-share-of-emissions-usa'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_364',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-using-the-system-of-environmental-economic-accounting?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The System of Environmental-Economic Accounting (SEEA) is a framework that integrates economic and environmental data, to provide a more comprehensive view of the relationships between the economy and the environment. Shown are all the countries that have compiled SEEA accounts at least once.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/countries-using-the-system-of-environmental-economic-accounting'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_365',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Running sum of COโ emissions produced from fossil fuels and industry since the first year of recording, measured in tonnes. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_366',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-fuel?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-fuel'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_367',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-emissions-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative carbon dioxide (COโ) emissions by region from the year 1750 onwards. This measures COโ emissions from fossil fuels and industry only โ land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-emissions-region'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_368',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-cement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from cement since the first year of available data, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-cement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_369',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from coal since the first year of available data, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-coal'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_370',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-flaring?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from flaring since the first year of available data, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-flaring'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_371',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from gas since the first year of available data, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_372',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from land-use change can be positive or negative depending on whether these changes emit (positive) or sequester (negative) carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_373',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from oil since the first year of available data, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-oil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_374',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co-emissions-from-other-industry?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co-emissions-from-other-industry'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_375',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-co2-including-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions include those from fossil fuels and industry, and land-use change. They are measured as the cumulative total since 1850, in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-co2-including-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_376',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-weighted-carbon-price?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The emissions-weighted carbon price is calculated for the whole economy by multiplying each sector's (e.g. electricity, or road transport) carbon price by its contribution to a country's carbon dioxide emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/emissions-weighted-carbon-price'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_377',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weighted-carbon-price-ets?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The emissions-weighted carbon price in emissions trading systems (ETS) is calculated for the whole economy by multiplying each sector's (e.g. electricity, or road transport) carbon price by its contribution to a country's carbon dioxide emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/weighted-carbon-price-ets'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_378',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-use-per-capita-vs-co2-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average energy consumption per capita is measured in kilowatt-hours per person. Average carbon dioxide (COโ) emissions per capita are measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-use-per-capita-vs-co2-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_379',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/export-of-environmentally-sound-technologies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Environmentally sound technologies (ESTs) are technologies that have the potential for significantly improved environmental performance relative to other technologies. This indicator shows the value of exported ESTs in current US-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/export-of-environmentally-sound-technologies'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_380',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-emissions-production-supply-chain?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in kilograms of carbon dioxide-equivalents (COโeq) per kilogram of food.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-emissions-production-supply-chain'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_381',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-emissions-supply-chain?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in kilograms of carbon dioxide-equivalents (COโeq) per kilogram of food.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-emissions-supply-chain'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_382',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-emissions-life-cycle?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from the food system are broken down by their stage in the life-cycle, from land use and on-farm production through to consumer waste. Emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-emissions-life-cycle'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_383',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_384',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_385',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-potential-of-greenhouse-gases-over-100-year-timescale-gwp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global warming potential measures the relative warming impact of one unit mass of a greenhouse gas relative to carbon dioxide over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-warming-potential-of-greenhouse-gases-over-100-year-timescale-gwp'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_386',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_387',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-ghg-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_388',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-by-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions from all sources, including agriculture and land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-by-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_389',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-by-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-by-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_390',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-by-sector-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-by-sector-stacked'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_391',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-from-food?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/emissions-from-food'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_392',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-plastic-stage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Emissions are measured in tonnes of carbon dioxide-equivalents. 'End-of-life' refers to waste management practices, such as recycling, incineration or landfill emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-plastic-stage'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_393',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/greenhouse-gas-emissions-from-plastics?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/greenhouse-gas-emissions-from-plastics'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_394',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-per-protein-poore?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in kilograms of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-per-protein-poore'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_395',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-kcal-poore?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in kilograms of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-kcal-poore'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_396',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-per-kg-poore?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in kilograms of carbon dioxide-equivalents. This means non-COโ gases are weighted by the amount of warming they cause over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-per-kg-poore'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_397',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ghg-emissions-seafood?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Based on a meta-analysis of data from 1690 fish farms and 1000 unique fishery records. Impacts are given in kilograms of carbon dioxide-equivalents per kilogram of edible weight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ghg-emissions-seafood'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_398',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-change-over-the-last-50-years?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change captured by a range of socioeconomic and environmental indicators, measured relative to the first year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-change-over-the-last-50-years'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_399',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/hypothetical-number-of-deaths-from-energy-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Hypothetical number of global deaths which would have resulted from energy production if the world's energy production was met through a single source, in 2014. This was assumed based on energy production death rates and IEA estimates of global energy consumption in 2014 of 159,000 terawatt-hours.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/hypothetical-number-of-deaths-from-energy-production'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_400',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/import-of-environmentally-sound-technologies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Environmentally sound technologies (ESTs) are technologies that have the potential for significantly improved environmental performance relative to other technologies. This indicator shows the value of imported ESTs in current US-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/import-of-environmentally-sound-technologies'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_401',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/imported-or-exported-co-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures the net import-export balance in tonnes of COโ per capita. Positive values indicate net importers of COโ. Negative values indicate net exporters of COโ.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/imported-or-exported-co-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_402',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/kaya-identity-co2?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in the four parameters of the Kaya Identity, which determine total COโ emissions. Emissions from fossil fuels and industry are included. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/kaya-identity-co2'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_403',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-use-co2-quality-flag?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Carbon dioxide emissions from land-use change vary significantly in their degree of certainty. Countries are coded as 'Low quality' if models significantly disagree on land-use emissions.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-use-co2-quality-flag'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_404',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/medium-high-level-implementation-of-sustainable-public-procurement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Evaluation of a countryโs sustainable public procurement implementation level, scope, and comprehensiveness is scored based on six parameters. These parameters consider the existence of regulatory frameworks, implementation support, monitoring, and the share of products and services purchased sustainably.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/medium-high-level-implementation-of-sustainable-public-procurement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_405',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/life-expectancy-at-birth-vs-co-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average life expectancy at birth, measured in years across both sexes, versus carbon dioxide (COโ) emissions per capita, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/life-expectancy-at-birth-vs-co-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_406',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/life-satisfaction-vs-co-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Average of survey responses to the 'Cantril Ladder' question in the Gallup World Poll. The survey question asks respondents to think of a ladder, with the best possible life for them being a 10, and the worst possible life being a 0.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/life-satisfaction-vs-co-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_407',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/meat-consumption-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average meat supply per capita, measured in kilograms per year versus gross domestic product (GDP) per capita measured in constant international-$. International-$ corrects for price differences across countries. Figures do not include fish or seafood.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/meat-consumption-vs-gdp-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_408',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/mechanisms-to-enhance-policy-for-sustainable-development?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A composite indicator which covers mechanisms related to: 1) Institutionalisation of political commitment 2) Long-term considerations in decision-making 3) Inter-ministerial and cross-sectoral coordination 4) Participatory processes 5) Policy linkages 6) Alignment across government levels 7) Monitoring and reporting for policy coherence 8) Financing for policy coherence. Score expressed as a percentage of the maximum.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/mechanisms-to-enhance-policy-for-sustainable-development'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_409',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/long-run-methane-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in parts per billion.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/long-run-methane-concentration'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_410',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/methane-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Methane (CHโ) emissions are measured in tonnes of carbon dioxide-equivalents. Emissions from fossil fuels, industry and agricultural sources are included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/methane-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_411',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/methane-emissions-by-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Methane (CHโ) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/methane-emissions-by-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_412',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/methane-emissions-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Methane (CHโ) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/methane-emissions-agriculture'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_413',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-co2-emissions-from-international-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country. International aviation emissions are assigned to the country of departure.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-co2-emissions-from-international-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_414',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-co2-emissions-from-international-and-domestic-flights?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country. International aviation emissions are assigned to the country of departure.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-co2-emissions-from-international-and-domestic-flights'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_415',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrous-oxide-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrous-oxide-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_416',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrous-oxide-emissions-by-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrous-oxide-emissions-by-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_417',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrous-oxide-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrous-oxide-agriculture'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_418',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/companies-publishing-sustainability-reports-minimum-requirements?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'To meet the minimum requirements a company must have published information on a set of key disclosure elements covering the companyโs governance practices as well as economic, social and environment impacts.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/companies-publishing-sustainability-reports-minimum-requirements'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_419',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-emissions-from-domestic-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-emissions-from-domestic-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_420',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_421',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-fuel?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-fuel'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_422',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-region'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_423',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Climate Watch (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_424',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Global Carbon Budget (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-by-source'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_425',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aviation emissions include both domestic and international flights. International aviation emissions are allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_426',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-cement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from cement, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-cement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_427',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from coal, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-coal'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_428',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-aviation-adjusted?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This includes both domestic and international flights. International aviation emissions are allocated to the country of departure, and then adjusted for tourism.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-aviation-adjusted'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_429',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-food-deforestation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Tonnes of COโ emissions per person linked to deforestation for food production โ it is trade-adjusted, to reflect the carbon footprint of diets within a given country. Based on the annual average over the period from 2010 to 2014.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-food-deforestation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_430',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_431',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation-vs-gdp'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_432',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation-vs-land-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-domestic-aviation-vs-land-area'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_433',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-flaring?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from flaring, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-flaring'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_434',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from gas, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_435',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-international-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'International aviation emissions are here allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-international-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_436',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co-emissions-from-international-flights-tourism-adjusted?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'International aviation emissions are allocated to the country of departure, then adjusted for tourism.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co-emissions-from-international-flights-tourism-adjusted'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_437',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-international-flights-adjusted?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'International aviation emissions are allocated to the country of departure, then adjusted for tourism.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-international-flights-adjusted'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_438',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from oil, measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-oil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_439',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-transport?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes per person. International aviation and shipping emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-transport'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_440',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-co2-including-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions include those from fossil fuels and industry, and land-use change. They are measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-co2-including-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_441',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-consumption-based-co-emissions-vs-per-capita-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from fossil fuels and industry are included. Land-use change emissions are not included. Primary energy is measured in kilowatt-hours per person, using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-consumption-based-co-emissions-vs-per-capita-energy-consumption'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_442',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-ghg-co2-excluding-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes of carbon dioxide-equivalents. Emissions from land-use change and forestry are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-ghg-co2-excluding-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_443',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-ghg-co2-including-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions are measured in tonnes of carbon dioxide-equivalents. Emissions from land-use change and forestry are included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-ghg-co2-including-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_444',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-co2-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Consumption-based emissions are national emissions that have been adjusted for trade. It's production-based emissions minus emissions embedded in exports, plus emissions embedded in imports.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-co2-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_445',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-ghg-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_446',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-ghg-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Per capita greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-ghg-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_447',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-ghg-excl-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents per person. Contributions from land-use change and forestry are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-ghg-excl-land-use'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_448',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-methane-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Per capita methane emissions are measured in tonnes of carbon dioxide-equivalents per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-methane-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_449',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-methane-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Climate Watch (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-methane-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_450',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-nitrous-oxide?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Per capita nitrous oxide emissions are measured in tonnes of carbon dioxide-equivalents per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-nitrous-oxide'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_451',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-nitrous-oxide-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Climate Watch (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-nitrous-oxide-sector'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_452',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-nitrous-oxide-agriculture?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-nitrous-oxide-agriculture'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_453',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-tax-trading-coverage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide emissions are included in this figure if they are covered by a carbon tax or trading system.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-tax-trading-coverage'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_454',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-co2-embedded-in-trade?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Exported or imported emissions as a percentage of domestic production emissions. Positive values (red) represent net importers of COโ. Negative values (blue) represent net exporters of COโ.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-co2-embedded-in-trade'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_455',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-children-who-are-stunted-vs-co-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of children younger than five who are stunted โ significantly shorter than the average for their age, as a consequence of poor nutrition and/or repeated infection.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-children-who-are-stunted-vs-co-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_456',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-cumulative-co2-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from oil since the first year of available data, measured as a percentage of global cumulative emissions of COโ from oil.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-cumulative-co2-oil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_457',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-consumption-share?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Consumption-based emissions are national emissions that have been adjusted for trade. It's production-based emissions minus emissions embedded in exports, plus emissions embedded in imports.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-consumption-share'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_458',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-share-of-co2-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-share-of-co2-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_459',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-co2-vs-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions from fossil fuels and industry. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-co2-vs-population'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_460',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-co2-emissions-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Aviation emissions include both domestic and international flights. International aviation emissions are allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-co2-emissions-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_461',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-cement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from cement, measured as a percentage of global emissions of COโ from cement in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-cement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_462',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from coal, measured as a percentage of global emissions of COโ from coal in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-coal'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_463',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-domestic-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Domestic aviation represents flights which depart and arrive within the same country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-domestic-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_464',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-flaring?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from flaring, measured as a percentage of global emissions of COโ from flaring in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-flaring'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_465',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from gas, measured as a percentage of global emissions of COโ from gas in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_466',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-co2-international-aviation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'International aviation emissions are here allocated to the country of departure of each flight.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-co2-international-aviation'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_467',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-land-use-global-share?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from land-use change can be positive or negative depending on whether these changes emit (positive) or sequester (negative) carbon.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-land-use-global-share'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_468',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from oil, measured as a percentage of global emissions of COโ from oil in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-oil'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_469',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-co2-including-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions include those from fossil fuels and industry, and land-use change.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-co2-including-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_470',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-co2-emissions-vs-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This measures fossil fuel and industry emissions. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-co2-emissions-vs-population'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_471',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-global-annual-co-emissions-from-other-industry?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual emissions of carbon dioxide (COโ) from other industry sources, measured as a percentage of global emissions of COโ from other industry sources in the same year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-global-annual-co-emissions-from-other-industry'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_472',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-global-consumption-based-co-emissions-and-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included. Data is not available for some low-income countries due to poor data availability.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-global-consumption-based-co-emissions-and-population'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_473',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-co2-emissions-vs-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-co2-emissions-vs-population'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_474',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-cumulative-co2?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions are the running sum of annual emissions since 1750. This measures fossil fuel and industry emissions. Land-use change is not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-cumulative-co2'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_475',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-cumulative-co2-cement?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from cement since the first year of available data, measured as a percentage of global cumulative emissions of COโ from cement.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-cumulative-co2-cement'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_476',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-cumulative-co2-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from coal since the first year of available data, measured as a percentage of global cumulative emissions of COโ from coal.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-cumulative-co2-coal'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_477',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-cumulative-co2-flaring?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from flaring since the first year of available data, measured as a percentage of global cumulative emissions of COโ from flaring.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-cumulative-co2-flaring'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_478',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-cumulative-co2-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from gas since the first year of available data, measured as a percentage of global cumulative emissions of COโ from gas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-cumulative-co2-gas'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_479',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-global-cumulative-co-emissions-from-land-use-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions from land-use change can be positive or negative depending on whether these changes emit (positive) or sequester (negative) carbon. Cumulative emissions are the running sum of emissions since 1850.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-global-cumulative-co-emissions-from-land-use-change'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_480',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-global-cumulative-co-emissions-from-other-industry?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative emissions of carbon dioxide (COโ) from other industry sources since the first year of available data, measured as a percentage of global cumulative emissions of COโ from other industry sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-global-cumulative-co-emissions-from-other-industry'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_481',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-cumulative-co2-including-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Emissions include those from fossil fuels and industry, and land-use change. This is measured as the cumulative total since 1850.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-cumulative-co2-including-land'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_482',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-ghg-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_483',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-food-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Food system emissions include agriculture, land-use change, and supply chain emissions (transport, packaging, food processing, retail, cooking, and waste). Emissions are quantified based on food production, not consumption. This means they do not account for international trade.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-food-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_484',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-methane-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Includes methane emissions from fossil fuels, industry and agricultural sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-global-methane-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_485',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-nitrous-oxide-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nitrous oxide (NโO) emissions are measured in tonnes of carbon dioxide-equivalents.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-nitrous-oxide-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_486',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-share-total-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Food system emissions include agriculture, land-use change, and supply chain emissions (transport, packaging, food processing, retail, cooking, and waste). Emissions are quantified based on food production, not consumption. This means they do not account for international trade.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-share-total-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_487',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/parties-to-multilateral-agreements-on-hazardous-waste?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'There are various environmental agreements on waste and chemicals. This metric shows the share of required information that has been submitted to international organizations as part of each agreement.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/parties-to-multilateral-agreements-on-hazardous-waste'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_488',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/support-public-action-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Based on representative surveys of almost 130,000 people across 125 countries. Participants were asked: \"Do you think that people in [their country] should try to fight global warming?\"',\n",
+ " 'url': 'https://ourworldindata.org/grapher/support-public-action-climate'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_489',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/net-zero-targets?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The inclusion criteria for net-zero commitments may vary from country to country. For example, the inclusion of international aviation emissions; or the acceptance of carbon offsets. To see the year for which countries have pledged to achieve net-zero, hover over the country in the interactive version of this chart.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/net-zero-targets'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_490',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/production-vs-consumption-co2-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/production-vs-consumption-co2-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_491',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/prod-cons-co2-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based emissions are national emissions that have been adjusted for trade. They are territorial emissions minus emissions embedded in exports, plus emissions embedded in imports.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/prod-cons-co2-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_492',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-greenhouse-gas-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents per person. Contributions from land-use change and forestry are included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-greenhouse-gas-emissions-per-capita'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_493',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions-excluding-lufc?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Greenhouse gas emissions are measured in tonnes of carbon dioxide-equivalents per person. Contributions from land-use change and forestry are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-ghg-emissions-excluding-lufc'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_494',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-transport-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Transport is responsible for 4.8% of global greenhouse gas emissions from the food system. Shown is the breakdown by transport type in 2015.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/food-transport-emissions'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_495',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-china?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Gross domestic product (GDP) growth of individual sectors (adjusted for inflation) versus growth in carbon dioxide (COโ) emissions over the period 1995-2009. Sectors in the top left quadrant have decoupled their emissions from economic growth - whilst their emissions fell, their economic value grew. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-china'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_496',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-germany?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Gross domestic product (GDP) growth of individual sectors (adjusted for inflation) versus growth in carbon dioxide (COโ) emissions over the period 1995-2009. Sectors in the top left quadrant have decoupled their emissions from economic growth - whilst their emissions fell, their economic value grew. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-germany'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_497',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-usa?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Gross domestic product (GDP) growth of individual sectors (adjusted for inflation) versus growth in carbon dioxide (COโ) emissions over the period 1995-2009. Sectors in the top left quadrant have decoupled their emissions from economic growth - whilst their emissions fell, their economic value grew. Direct emissions of households are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/value-added-growth-vs-emissions-growth-usa'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_498',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-emissions-trading-system?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A country is marked as having an emissions trading system (ETS) if at least one sector is covered by one.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-emissions-trading-system'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_499',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-tax-instruments?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A country is marked as having a carbon emissions tax instrument if at least one sector has implemented one.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-tax-instruments'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_500',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/net-zero-target-set?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Countries are shown as having a net-zero emissions target if they have: achieved net-zero already; have it written in law; in their policy document or have made a public pledge. The year for which countries have pledged to achieve net-zero varies.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/net-zero-target-set'},\n",
+ " {'category': 'CO2 & Greenhouse Gas Emissions',\n",
+ " 'doc_id': 'owid_501',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/absolute-change-co2?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Absolute annual change in carbon dioxide (COโ) emissions, measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/absolute-change-co2'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_502',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The youngest age threshold eligible for vaccination in each age group may vary. For example, a country coded as \"available to under-16s\" may only offer vaccination to children aged five years and older.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_503',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-growth-covid-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The biweekly change on any given date measures the percentage change in the number of new confirmed cases over the last 14 days, relative to the number in the previous 14 days. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-growth-covid-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_504',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-change-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The biweekly change on any given date measures the percentage change in the number of new confirmed deaths over the last 14 days relative to the number in the previous 14 days. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-change-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_505',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-confirmed-covid-19-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biweekly confirmed cases refer to the cumulative number of confirmed cases over the previous two weeks.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-confirmed-covid-19-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_506',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-covid-cases-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biweekly confirmed cases refers to the cumulative number of cases over the previous two weeks. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-covid-cases-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_507',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative number of confirmed deaths over the previous two weeks. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_508',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/biweekly-covid-deaths-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Biweekly confirmed deaths refer to the cumulative number of confirmed deaths over the previous two weeks. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/biweekly-covid-deaths-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_509',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-containment-and-health-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This is a composite measure based on thirteen policy response indicators including school closures, workplace closures, travel bans, testing policy, contact tracing, face coverings, and vaccine policy rescaled to a value from 0 to 100 (100 = strictest). If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-containment-and-health-index'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_510',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-testing-policy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'โ No testing policy. โ Only those who both (a) have symptoms and also (b) meet specific criteria (e.g. key workers, admitted to hospital, came into contact with a known case, returned from overseas). โ Testing of anyone showing COVID-19 symptoms. โ Open public testing (e.g. โdrive throughโ testing available to asymptomatic people).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-testing-policy'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_511',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccination-policy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Policies for vaccine delivery. Vulnerable groups include key workers, the clinically vulnerable, and the elderly. \"Others\" include select broad groups, such as by age.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccination-policy'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_512',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccinations-vs-covid-death-rate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total vaccine doses administered per 100 people vs. daily new COVID-19 deaths per million people. All doses, including boosters, are counted individually. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccinations-vs-covid-death-rate'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_513',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-covid-vaccine-booster-doses?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of vaccine booster doses administered. Booster doses are doses administered beyond those prescribed by the original vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-covid-vaccine-booster-doses'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_514',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-booster-doses-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of vaccine booster doses administered, divided by the total population of the country. Booster doses are doses administered beyond those prescribed by the original vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-booster-doses-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_515',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-doses-by-manufacturer?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-doses-by-manufacturer'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_516',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-covid-vaccinations-income-group?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-covid-vaccinations-income-group'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_517',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covax-donations?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Doses donated to the COVAX initiative by each country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covax-donations'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_518',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covax-donations-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Doses donated to the COVAX initiative by each country, per person living in the donating country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covax-donations-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_519',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covax-donations-per-dose-used?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Doses donated to the COVAX initiative by each country, per dose administered domestically.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covax-donations-per-dose-used'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_520',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covax-donations-per-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Doses donated to the COVAX initiative by each country, per million dollars of GDP of the donating country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covax-donations-per-gdp'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_521',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-daily-tests-vs-daily-new-confirmed-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-daily-tests-vs-daily-new-confirmed-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_522',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-daily-tests-vs-daily-new-confirmed-cases-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-daily-tests-vs-daily-new-confirmed-cases-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_523',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-world-unvaccinated-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people of all ages who have not received any dose of a COVID-19 vaccine.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-world-unvaccinated-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_524',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/public-events-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/public-events-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_525',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chile-covid-19-mortality-rate-by-vaccination-status?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are calculated as the number of deaths in each group, divided by the total number of people in this group. This is given per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chile-covid-19-mortality-rate-by-vaccination-status'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_526',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-confirmed-deaths-of-covid-19-per-million-people-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the 7-day rolling average. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19. GDP per capita is adjusted for price differences between countries (it is expressed in international dollars).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-confirmed-deaths-of-covid-19-per-million-people-vs-gdp-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_527',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-deaths-and-cases-covid-19?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Limited testing and challenges in the attribution of cause of death mean the confirmed case and death counts may not reflect the true counts.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-deaths-and-cases-covid-19'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_528',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-covid-cases-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-covid-cases-region'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_529',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-covid-deaths-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-covid-deaths-region'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_530',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-cumulative-confirmed-cases-vs-confirmed-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Limited testing and challenges in the attribution of cause of death mean the cases and deaths counts may not be accurate. The gray lines show the corresponding case-fatality rates (the ratio between confirmed deaths and confirmed cases).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-cumulative-confirmed-cases-vs-confirmed-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_531',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-covid-19-tests-smoothed-7-day?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The figures are given as a rolling 7-day average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-covid-19-tests-smoothed-7-day'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_532',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-tests-per-thousand-people-smoothed-7-day?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-tests-per-thousand-people-smoothed-7-day'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_533',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-covid-19-vaccination-doses?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-covid-19-vaccination-doses'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_534',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-daily-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-daily-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_535',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-cases-covid-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-cases-covid-region'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_536',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-covid-deaths-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-covid-deaths-region'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_537',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-covid-cases-deaths-7-day-ra?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Limited testing and challenges in the attribution of cause of death mean the cases and deaths counts may not be accurate.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-covid-cases-deaths-7-day-ra'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_538',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-confirmed-covid-19-deaths-in-sweden-oct-2020?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the rolling 7-day average. The two time series represent the data as reported by the Swedish government respectively on October 30 and November 12, 2020.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-confirmed-covid-19-deaths-in-sweden-oct-2020'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_539',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-icl-model?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of the true number of infections. The \"upper\" and \"lower\" lines show the bounds of a 95% uncertainty interval. For comparison, confirmed cases are infections that have been confirmed with a test.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-icl-model'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_540',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-ihme-model?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of the true number of infections. The \"upper\" and \"lower\" lines show the bounds of a 95% uncertainty interval. For comparison, confirmed cases are infections that have been confirmed with a test.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-ihme-model'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_541',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-lshtm-model?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of the true number of infections. The \"upper\" and \"lower\" lines show the bounds of a 95% uncertainty interval. For comparison, confirmed cases are infections that have been confirmed with a test.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-lshtm-model'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_542',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-yyg-model?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimates of the true number of infections. The \"upper\" and \"lower\" lines show the bounds of a 95% uncertainty interval. For comparison, confirmed cases are infections that have been confirmed with a test.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-estimated-covid-19-infections-yyg-model'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_543',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-new-estimated-infections-of-covid-19?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Mean estimates from epidemiological models of the true number of infections. Estimates differ because the models differ in data used and assumptions made. Confirmed casesโwhich are infections that have been confirmed with a testโare shown for comparison.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-new-estimated-infections-of-covid-19'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_544',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-covid-vaccination-doses-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-covid-vaccination-doses-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_545',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-daily-vs-total-cases-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the 7-day rolling average of confirmed COVID-19 cases per million people. The number of confirmed cases is lower than the number of total cases. The main reason for this is limited testing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-daily-vs-total-cases-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_546',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/debt-relief-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Debt or contract relief captures if the government is freezing financial obligations during the COVID-19 pandemic, such as stopping loan repayments, preventing services like water from stopping, or banning evictions.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/debt-relief-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_547',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/economic-decline-in-the-second-quarter-of-2020?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage decline of GDP relative to the same quarter in 2019. It is adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/economic-decline-in-the-second-quarter-of-2020'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_548',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/q2-gdp-growth-vs-confirmed-cases-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The vertical axis shows the number of confirmed COVID-19 cases per million, as of August 30. The horizontal axis shows the percentage decline of GDP relative to the same quarter in 2019. It is adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/q2-gdp-growth-vs-confirmed-cases-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_549',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/q2-gdp-growth-vs-confirmed-deaths-due-to-covid-19-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The vertical axis shows the number of COVID-19 deaths per million, as of August 30, 2020. The horizontal axis shows the percentage decline of GDP relative to the same quarter in 2019. It is adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/q2-gdp-growth-vs-confirmed-deaths-due-to-covid-19-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_550',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/england-covid-19-mortality-rate-by-vaccination-status?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are calculated as the number of deaths in each group, divided by the total number of people in this group. This is given per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/england-covid-19-mortality-rate-by-vaccination-status'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_551',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-cumulative-economist?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-cumulative-economist'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_552',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-cumulative-who?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative difference between the number of reported or estimated deaths in 2020โ2021 and the projected number of deaths for the same period based on previous years. For comparison, cumulative confirmed COVID-19 deaths are shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-cumulative-who'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_553',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-cumulative-economist-single-entity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown. For comparison, cumulative confirmed COVID-19 deaths are shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-cumulative-economist-single-entity'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_554',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-cumulative-per-100k-economist?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown. On the map, only the central estimate is shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-cumulative-per-100k-economist'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_555',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-cumulative-economist-who?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative difference between the number of reported or estimated deaths in 2020โ2021 and the projected number of deaths for the same period based on previous years. Estimates differ because the models differ in the data and methods used.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-cumulative-economist-who'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_556',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-daily-economist?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-daily-economist'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_557',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-daily-economist-single-entity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown. For comparison, daily confirmed COVID-19 deaths are shown (7-day rolling average).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-daily-economist-single-entity'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_558',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-deaths-daily-per-100k-economist?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For countries that have not reported all-cause mortality data for a given week, an estimate is shown, with uncertainty interval. If reported data is available, that value only is shown. On the map, only the central estimate is shown.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-deaths-daily-per-100k-economist'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_559',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-excess-deaths-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The cumulative difference between the reported number of deaths since 1 January 2020 and the projected number of deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-excess-deaths-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_560',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-excess-mortality-p-scores-projected-baseline?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage difference between the cumulative number of reported deaths since 1 January 2020 and the cumulative projected deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-excess-mortality-p-scores-projected-baseline'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_561',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-excess-deaths-per-million-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The cumulative difference between the reported number of deaths since 1 January 2020 and the projected number of deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-excess-deaths-per-million-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_562',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-p-scores-average-baseline?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage difference between the reported weekly or monthly deaths in 2020โ2024 and the average deaths in the same period in 2015โ2019.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-p-scores-average-baseline'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_563',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-p-scores-average-baseline-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage difference between the reported number of weekly or monthly deaths in 2020โ2024 โ broken down by age group โ and the average number of deaths in the same period over the years 2015โ2019.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-p-scores-average-baseline-by-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_564',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-p-scores-projected-baseline?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage difference between the reported number of weekly or monthly deaths in 2020โ2024 and the projected number of deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-p-scores-projected-baseline'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_565',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-p-scores-projected-baseline-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage difference between the reported number of weekly or monthly deaths in 2020โ2024 โ broken down by age group โ and the projected number of deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-p-scores-projected-baseline-by-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_566',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-raw-death-count?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The reported number of weekly or monthly deaths in 2020โ2024 and the projected number of deaths for 2020, which is based on the reported deaths in 2015โ2019.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-raw-death-count'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_567',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/excess-mortality-raw-death-count-single-series?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The reported number of weekly or monthly deaths in 2020โ2024 and the projected number of deaths for the same period based on previous years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/excess-mortality-raw-death-count-single-series'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_568',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/face-covering-policies-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/face-covering-policies-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_569',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-visitors-grocery-stores?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Grocery and pharmacy stores includes places like grocery markets, farmers markets, specialty food shops, drug stores, and pharmacies.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-visitors-grocery-stores'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_570',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/changes-visitors-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This data shows how community movement in specific locations has changed relative to the period before the pandemic.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/changes-visitors-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_571',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/israel-covid-cases-hospital-icu-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Each metric is shown as a percentage of its peak value in early 2021, and is shifted to account for the observed delay between case confirmation, hospital admission, ICU admission, and death.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/israel-covid-cases-hospital-icu-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_572',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/spain-covid-cases-hospital-icu-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Each metric is shown as a percentage of its peak value in early 2021, and is shifted to account for the observed delay between case confirmation, hospital admission, ICU admission, and death.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/spain-covid-cases-hospital-icu-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_573',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-covid-cases-hospital-ventilated-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Each metric is shown as a percentage of its peak value in early 2021, and is shifted to account for the observed delay between case confirmation, hospitalization, ventilation, and death.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-covid-cases-hospital-ventilated-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_574',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/income-support-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Income support captures if the government is covering the salaries or providing direct cash payments, universal basic income, or similar, of people who lose their jobs or cannot work.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/income-support-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_575',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/international-travel-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Oxford COVID-19 Government Response Tracker, Blavatnik School of Government, University of Oxford โ Last updated 10 April 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/international-travel-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_576',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-icu-patients-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-icu-patients-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_577',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/current-covid-patients-hospital?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/current-covid-patients-hospital'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_578',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/current-covid-hospitalizations-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/current-covid-hospitalizations-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_579',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/current-covid-patients-icu?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/current-covid-patients-icu'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_580',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-fully-vaccinated-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people who received all doses prescribed by the initial vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-fully-vaccinated-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_581',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-visitors-parks-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Parks and outdoor spaces includes places like local parks, national parks, public beaches, marinas, dog parks, plazas, and public gardens.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-visitors-parks-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_582',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/public-campaigns-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Oxford COVID-19 Government Response Tracker, Blavatnik School of Government, University of Oxford โ Last updated 10 April 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/public-campaigns-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_583',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/public-transport-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/public-transport-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_584',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/changes-residential-duration-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This data shows how the number of visitors to residential areas has changed relative to the period before the pandemic.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/changes-residential-duration-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_585',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/internal-movement-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/internal-movement-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_586',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/public-gathering-rules-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Oxford COVID-19 Government Response Tracker, Blavatnik School of Government, University of Oxford โ Last updated 10 April 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/public-gathering-rules-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_587',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-visitors-retail-recreation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Retail and recreation includes places like restaurants, cafรฉs, shopping centers, theme parks, museums, libraries, movie theaters.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-visitors-retail-recreation'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_588',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-variants-bar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of analyzed sequences in the preceding two weeks that correspond to each variant group. This share may not reflect the complete breakdown of cases since only a fraction of all cases are sequenced.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-variants-bar'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_589',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-variants-area?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The number of analyzed sequences in the preceding two weeks that correspond to each variant group. This number may not reflect the complete breakdown of cases since only a fraction of all cases are sequenced.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-variants-area'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_590',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/school-closures-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/school-closures-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_591',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-cases-delta?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Shown is the delta variant's share of total analyzed sequences in the preceding two weeks.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-cases-delta'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_592',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-cases-omicron?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of omicron variant in all analyzed sequences in the preceding two weeks.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-cases-omicron'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_593',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-share-boosters?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '14-day rolling average. Booster doses are doses administered beyond those prescribed by the original vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-share-boosters'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_594',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-people-fully-vaccinated-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people who received all doses prescribed by the initial vaccination protocol, divided by the total population of the country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-people-fully-vaccinated-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_595',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-fully-vaccinated-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the population in each age group that have received all prescribed doses of the vaccine.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-fully-vaccinated-by-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_596',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-people-vaccinated-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people who received at least one vaccine dose, divided by the total population of the country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-people-vaccinated-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_597',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-booster-vaccinated-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the population in each age group that have received a booster dose against COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-booster-vaccinated-by-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_598',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-by-age?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the population in each age group that has received at least one vaccine dose. This may not equal the share that has completed the initial protocol if the vaccine requires two doses.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-by-age'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_599',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-positive-rate-bar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total confirmed cases as a share of the total number of people tested, or the number of tests performed โ according to how testing data is reported by the country. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-positive-rate-bar'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_600',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/stay-at-home-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/stay-at-home-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_601',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sweden-official-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the rolling 7-day average, reported by date of death. Because it takes a number of days until all deaths for a particular day are reported in Sweden, death counts for the last 2 weeks must only be interpreted as an incomplete measure of mortality.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sweden-official-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_602',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/switzerland-covid-19-weekly-death-rate-by-vaccination-status?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are calculated as the number of deaths in each group, divided by the total number of people in this group. This is given per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/switzerland-covid-19-weekly-death-rate-by-vaccination-status'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_603',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-tests-and-daily-new-confirmed-covid-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'For both measures, the 7-day rolling average is shown. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-tests-and-daily-new-confirmed-covid-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_604',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tests-per-confirmed-case-daily-smoothed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tests-per-confirmed-case-daily-smoothed'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_605',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/positive-rate-daily-smoothed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/positive-rate-daily-smoothed'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_606',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/full-list-total-tests-for-covid-19?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/full-list-total-tests-for-covid-19'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_607',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-total-confirmed-cases-vs-total-tests-conducted?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-total-confirmed-cases-vs-total-tests-conducted'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_608',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-19-tests-cases-scatter-with-comparisons?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Both measures are shown per million people of the country's population. Comparisons across countries are affected by differences in testing policies and reporting methods.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-19-tests-cases-scatter-with-comparisons'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_609',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/full-list-cumulative-total-tests-per-thousand?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/full-list-cumulative-total-tests-per-thousand'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_610',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tests-of-covid-19-per-thousand-people-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'GDP per capita is adjusted for price differences between countries (it is expressed in international dollars). Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tests-of-covid-19-per-thousand-people-vs-gdp-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_611',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-covid-19-tests-per-confirmed-case-bar-chart?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Comparisons across countries are affected by differences in testing policies and reporting methods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-covid-19-tests-per-confirmed-case-bar-chart'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_612',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cumulative-covid-vaccinations?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cumulative-covid-vaccinations'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_613',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccination-doses-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccination-doses-per-capita'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_614',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rate-confirmed-cases-vs-rate-confirmed-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Both measures are expressed per million people of the country's population. Limited testing and challenges in the attribution of cause of death mean the cases and deaths counts may not be accurate.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/rate-confirmed-cases-vs-rate-confirmed-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_615',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-cases-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Confirmed COVID-19 cases are compared for the three main data sources: โ Johns Hopkins University; โ World Health Organization (WHO) Situation Reports; โ European Centre for Disease Prevention and Control (ECDC)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-cases-by-source'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_616',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-covid-cases-deaths-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Limited testing and challenges in the attribution of cause of death mean the cases and deaths counts may not be accurate.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-covid-cases-deaths-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_617',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-confirmed-deaths-due-to-covid-19-vs-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-confirmed-deaths-due-to-covid-19-vs-population'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_618',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-from-covid-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Confirmed COVID-19 deaths are compared for the three main data sources: โ Johns Hopkins University; โ World Health Organization (WHO) Situation Reports; โ European Centre for Disease Prevention and Control (ECDC)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-from-covid-by-source'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_619',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-vaccinated-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-vaccinated-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_620',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/visitors-transit-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Transit stations include public transport hubs such as subway, bus, and train stations.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/visitors-transit-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_621',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-cumulative-covid-deaths-rate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Limited testing and challenges in the attribution of the cause of death means that the number of confirmed deaths may not be an accurate count of the true number of deaths from COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-cumulative-covid-deaths-rate'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_622',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-daily-new-covid-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the rolling 7-day average. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-daily-new-covid-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_623',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-daily-covid-cases-7day-average?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the rolling 7-day average, by the date a positive specimen is taken, not the date that a case is reported. This lag in processing means the latest data shown is several days behind the current date. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-daily-covid-cases-7day-average'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_624',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-daily-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the rolling 7-day average. This is based on a 28-day cut-off period for a positive COVID-19 test. It is based on the date the death was reported.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-daily-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_625',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-daily-covid-admissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Hospital data is available for individual UK nations, and English data by NHS Region. Figures are not comparable between nations as Wales includes suspected COVID-19 patients while the other nations only include confirmed cases.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-daily-covid-admissions'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_626',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-covid-hospital-patients?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Hospitalization data is available for individual UK nations, and English data by NHS Region. Data from the four nations may not be directly comparable as data about COVID-19 patients in hospitals are collected differently.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-covid-hospital-patients'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_627',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/uk-covid-positivity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the percentage of people who had a PCR test in the previous 7 days and had at least one positive test result. Data is currently only shown for regions in England.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/uk-covid-positivity'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_628',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-daily-covid-vaccine-doses-administered?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-daily-covid-vaccine-doses-administered'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_629',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-daily-covid-vaccine-doses-per-100?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': '7-day rolling average. All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-daily-covid-vaccine-doses-per-100'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_630',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-covid-number-fully-vaccinated?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people who received all doses prescribed by the vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-covid-number-fully-vaccinated'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_631',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-covid-19-total-people-vaccinated?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of people who received at least one vaccine dose.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-covid-19-total-people-vaccinated'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_632',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-share-covid-19-vaccine-doses-used?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of distributed vaccination doses that have been administered/used in the population. Distributed figures represent those reported to Operation Warp Speed as delivered.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-share-covid-19-vaccine-doses-used'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_633',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-covid-share-fully-vaccinated?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the total population that have received all doses prescribed by the vaccination protocol.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-covid-share-fully-vaccinated'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_634',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-covid-19-share-people-vaccinated?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the total population that received at least one vaccine dose.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-covid-19-share-people-vaccinated'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_635',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-total-covid-19-vaccine-doses-administered?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-total-covid-19-vaccine-doses-administered'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_636',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-state-covid-vaccines-per-100?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All doses, including boosters, are counted individually.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-state-covid-vaccines-per-100'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_637',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-total-covid-vaccine-doses-distributed?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative counts of COVID-19 vaccine doses reported to Operation Warp Speed as delivered.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-total-covid-vaccine-doses-distributed'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_638',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/us-covid-vaccine-doses-distributed-per-100?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative counts of COVID-19 vaccine doses reported to Operation Warp Speed as delivered per 100 people in the total population.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/us-covid-vaccine-doses-distributed-per-100'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_639',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/united-states-rates-of-covid-19-deaths-by-vaccination-status?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are calculated as the number of deaths in each group, divided by the total number of people in this group. This is given per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/united-states-rates-of-covid-19-deaths-by-vaccination-status'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_640',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-growth-covid-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The weekly change on any given date measures the percentage change in the number of new confirmed cases over the last seven days relative to the number in the previous seven days. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-growth-covid-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_641',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-growth-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The weekly change on any given date measures the percentage change in number of confirmed deaths over the last seven days relative to the number in the previous seven days. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-growth-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_642',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-covid-cases?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Weekly confirmed cases refer to the cumulative number of cases over the previous week.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-covid-cases'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_643',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-covid-cases-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Weekly confirmed cases refers to the cumulative number of cases over the previous week. Due to limited testing, the number of confirmed cases is lower than the true number of infections.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-covid-cases-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_644',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-covid-deaths?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Weekly confirmed deaths refer to the cumulative number of confirmed deaths over the previous week. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-covid-deaths'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_645',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-covid-deaths-per-million-people?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Weekly confirmed deaths refer to the cumulative number of confirmed deaths over the previous week. Due to varying protocols and challenges in the attribution of the cause of death, the number of confirmed deaths may not accurately represent the true number of deaths caused by COVID-19.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-covid-deaths-per-million-people'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_646',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-icu-admissions-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-icu-admissions-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_647',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-icu-admissions-covid-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-icu-admissions-covid-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_648',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-hospital-admissions-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-hospital-admissions-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_649',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/weekly-hospital-admissions-covid-per-million?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Official data collated by Our World in Data โ Last updated 21 June 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/weekly-hospital-admissions-covid-per-million'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_650',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/youngest-age-covid-vaccination?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the youngest age group that is eligible for vaccination against COVID-19 in a given country. This is for the general population; eligibility may differ for individuals in higher risk groups.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/youngest-age-covid-vaccination'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_651',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-contact-tracing?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source:',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-contact-tracing'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_652',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/covid-vaccine-willingness-and-people-vaccinated-by-month?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the total population who has not received a vaccine dose and who are willing vs. unwilling vs. uncertain if they would get a vaccine this week if it was available to them. Also shown is the share who have already received at least one dose.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/covid-vaccine-willingness-and-people-vaccinated-by-month'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_653',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/workplace-closures-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'If policies vary at the subnational level, the index is shown as the response level of the strictest sub-region.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/workplace-closures-covid'},\n",
+ " {'category': 'COVID-19',\n",
+ " 'doc_id': 'owid_654',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/workplace-visitors-covid?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Google COVID-19 Community Mobility Trends - Last updated 10 April 2024',\n",
+ " 'url': 'https://ourworldindata.org/grapher/workplace-visitors-covid'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_655',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bathing-sites-with-excellent-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The percentage of coastal and inland bathing sites with 'excellent' water quality. To be classified as 'excellent' bathing sites must have levels of bacteria that are associated with sewage pollution below a defined threshold.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/bathing-sites-with-excellent-water-quality'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_656',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-unsafe-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe water sources per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-unsafe-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_657',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-unsafe-water-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are measured as the number of deaths per 100,000 individuals. GDP per capita is measured in constant international-$, which corrects for inflation and price differences between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-unsafe-water-vs-gdp'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_658',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drinking-water-service-coverage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total population using the five different levels of drinking water services: safely managed; basic, limited, unimproved and surface water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drinking-water-service-coverage'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_659',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drinking-water-services-coverage-rural?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rural population using the five different levels of drinking water services: safely managed; basic, limited, unimproved and surface water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drinking-water-services-coverage-rural'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_660',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-on-improved-water-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 7.1 of the UN Sustainable Development Goals (SDGs) is to achieve universal and equitable usage of safe and affordable drinking water for all. Here, we assume a target threshold of at least 99% using an improved water source.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-on-improved-water-access'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_661',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/improved-water-sources-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'An improved drinking water source includes piped water on premises and other sources (public taps or standpipes, tube wells or boreholes, protected dug wells, protected springs, and rainwater collection). GDP per capita is measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/improved-water-sources-vs-gdp-per-capita'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_662',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that have the potential to deliver safe water by nature of their design and construction, and include: piped water, boreholes or tubewells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-improved-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_663',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-safe-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed drinking water is defined as an โImproved source located on premises, available when needed, and free from microbiological and priority chemical contamination.โ',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-safe-drinking-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_664',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-with-access-to-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source, provided collection time is not more than 30 minutes for a roundtrip including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-with-access-to-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_665',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-from-unsafe-water-sources-gbd?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe water sources per 100,000 people. Here the attributable burden is the number of deaths per 100,000 people that would no longer occur if the entire population had access to high-quality piped water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-from-unsafe-water-sources-gbd'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_666',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-deaths-unsafe-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of total deaths, from any cause, with unsafe water sources as an attributed risk factor',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-deaths-unsafe-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_667',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A basic drinking water service is water from an improved water source that can be collected within a 30-minute round trip, including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_668',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-without-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that can deliver safe water. They include piped water, boreholes or tube wells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-without-improved-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_669',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/access-drinking-water-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene (JMP) (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/access-drinking-water-stacked'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_670',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rural-population-with-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source, provided collection time is not more than 30 minutes for a roundtrip including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rural-population-with-improved-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_671',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-population-with-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source where the collection time is not more than 30 minutes for a roundtrip, including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-population-with-improved-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_672',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of urban versus rural population using at least a basic drinking water source; that is, an improved source within 30 minutes round trip to collect water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-using-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_673',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-safely-managed-drinking-water-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A safely managed drinking water service is one that is located on premises, available when needed and free from contamination.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-safely-managed-drinking-water-source'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_674',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-using-safely-managed-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed drinking water service is defined as an improved water source located on the premises, available when needed, and free from contamination.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-using-safely-managed-drinking-water'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_675',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-improved-water-access-vs-rural-water-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that have the potential to deliver safe water by nature of their design and construction, and include: piped water, boreholes or tubewells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-improved-water-access-vs-rural-water-access'},\n",
+ " {'category': 'Clean Water',\n",
+ " 'doc_id': 'owid_676',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-people-in-the-world-with-and-without-access-to-improved-water-sources?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources include piped water on premises (piped household water connection located inside the userโs dwelling, plot or yard), and other improved drinking water sources (public taps or standpipes, tube wells or boreholes, protected dug wells, protected springs, and rainwater collection).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-people-in-the-world-with-and-without-access-to-improved-water-sources'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_677',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-ammonium-concentration-in-freshwater?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual mean concentration of ammonium in groundwater, lakes, and rivers. Sources of excess ammonium include agricultural runoff and municipal and industrial wastewater. At high concentrations, ammonium can be toxic to aquatic organisms.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-ammonium-concentration-in-freshwater'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_678',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-nitrate-concentration-in-freshwater?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual mean concentrations of nitrate in groundwater, lakes, and rivers. Sources of excess nitrate include agricultural runoff, sewage and wastewater, and industrial discharge.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-nitrate-concentration-in-freshwater'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_679',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-phosphorus-concentration-in-freshwater?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual mean concentrations of phosphorus in groundwater, lakes, and rivers. Sources of excess phosphorous include agricultural runoff, sewage, soil erosion, and industrial wastewater.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-phosphorus-concentration-in-freshwater'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_680',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bathing-sites-with-excellent-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The percentage of coastal and inland bathing sites with 'excellent' water quality. To be classified as 'excellent' bathing sites must have levels of bacteria that are associated with sewage pollution below a defined threshold.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/bathing-sites-with-excellent-water-quality'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_681',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/mortality-rate-attributable-to-wash?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rate attributed to unsafe water, unsafe sanitation or lack of hygiene (WASH), measured as the number of deaths per 100,000 people of a given population.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/mortality-rate-attributable-to-wash'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_682',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-no-handwashing?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to a lack of access to hand-washing facilities per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-no-handwashing'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_683',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-unsafe-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Estimated annual number of deaths attributed to unsafe sanitation per 100,000 people. This is calculated as the 'attributable burden'. Attributable burden represents the reduction in deaths if a population's exposure had shifted from unsafe to adequate sanitation facilities.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-unsafe-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_684',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-unsafe-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe water sources per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-unsafe-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_685',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-unsafe-water-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are measured as the number of deaths per 100,000 individuals. GDP per capita is measured in constant international-$, which corrects for inflation and price differences between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-unsafe-water-vs-gdp'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_686',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-due-to-lack-of-access-to-hand-washing-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to lack of access to handwashing facilities. Here the attributable burden is the number of deaths that would no longer occur if the entire population had access to a handwashing station with available soap and water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-due-to-lack-of-access-to-hand-washing-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_687',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-due-to-unsafe-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe sanitation. Here the attributable burden is the number of deaths that would no longer occur if the entire population had access to high-quality piped water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-due-to-unsafe-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_688',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/deaths-due-to-unsafe-water-sources?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe water sources. Here the attributable burden is the number of deaths that would no longer occur if the entire population had access to high-quality piped water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/deaths-due-to-unsafe-water-sources'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_689',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/incidence-of-diarrheal-episodes-vs-access-to-improved-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Diarrheal episodes per 100,000 people. Safely managed sanitation is defined as single-household improved sanitation facilities where excreta are safely disposed in situ or transported and treated off-site.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/incidence-of-diarrheal-episodes-vs-access-to-improved-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_690',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/diarrheal-diseases-vs-handwashing-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths from diarrheal diseases per 100,000 children under five, versus the percentage of people with access to basic handwashing facilities, including soap and water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/diarrheal-diseases-vs-handwashing-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_691',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drinking-water-service-coverage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total population using the five different levels of drinking water services: safely managed; basic, limited, unimproved and surface water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drinking-water-service-coverage'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_692',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drinking-water-services-coverage-rural?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rural population using the five different levels of drinking water services: safely managed; basic, limited, unimproved and surface water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drinking-water-services-coverage-rural'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_693',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/drinking-water-services-coverage-urban?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Urban population using the five different levels of drinking water services: safely managed; basic, limited, unimproved and surface water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/drinking-water-services-coverage-urban'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_694',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-for-access-to-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 6.2 of the UN Sustainable Development Goals (SDGs) is to achieve access to adequate and equitable sanitation and hygiene for all. Here we mark a cut-off threshold of 99% of the population using improved sanitation facilities.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-for-access-to-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_695',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-on-improved-water-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 7.1 of the UN Sustainable Development Goals (SDGs) is to achieve universal and equitable usage of safe and affordable drinking water for all. Here, we assume a target threshold of at least 99% using an improved water source.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-on-improved-water-access'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_696',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/implementation-of-integrated-water-resource-management?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Integrated water resource management (IWRM) is a process which promotes the coordinated development and management of water, land and related resources in order to maximise economic and social welfare in an equitable manner without compromising the sustainability of vital ecosystems.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/implementation-of-integrated-water-resource-management'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_697',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/improved-water-sources-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'An improved drinking water source includes piped water on premises and other sources (public taps or standpipes, tube wells or boreholes, protected dug wells, protected springs, and rainwater collection). GDP per capita is measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/improved-water-sources-vs-gdp-per-capita'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_698',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rural-without-basic-handwashing?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme (JMP) for Water Supply and Sanitation',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rural-without-basic-handwashing'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_699',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/open-defecation-in-rural-areas-vs-urban-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Open defecation refers to defecating in the open, such as in fields, forests, bushes, open bodies of water, on beaches, in other open spaces, or disposed of with solid waste.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/open-defecation-in-rural-areas-vs-urban-areas'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_700',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rural-without-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that have the potential to deliver safe water by nature of their design and construction, and include: piped water, boreholes or tubewells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rural-without-improved-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_701',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rural-without-improved-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme (JMP) for Water Supply and Sanitation',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rural-without-improved-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_702',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that have the potential to deliver safe water by nature of their design and construction, and include: piped water, boreholes or tubewells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-improved-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_703',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-access-to-improved-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved sanitation facilities are those designed to hygienically separate excreta from human contact, and include: flush/pour flush toilets connected to piped sewer systems, septic tanks or pit latrines; pit latrines with slabs (including ventilated pit latrines), and composting toilets.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-access-to-improved-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_704',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-safe-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed drinking water is defined as an โImproved source located on premises, available when needed, and free from microbiological and priority chemical contamination.โ',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-safe-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_705',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/safe-sanitation-without?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed sanitation is improved facilities which are not shared with other households and where excreta are safely disposed in situ or transported and treated off-site.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/safe-sanitation-without'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_706',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-with-access-to-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source, provided collection time is not more than 30 minutes for a roundtrip including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-with-access-to-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_707',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-basic-handwashing?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Number of people without access to basic handwashing facilities, with soap and water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-basic-handwashing'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_708',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-with-basic-handwashing-facilities-urban-vs-rural?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of population in urban areas versus rural areas with access to basic handwashing facilities.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-with-basic-handwashing-facilities-urban-vs-rural'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_709',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ratification-and-accession-to-unclos?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Countries progress in ratifying and acceding United Nations Convention on the Law of the Sea (UNCLOS) and its two implementing agreements through legal, policy and institutional frameworks. Higher values indicate greater progress.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ratification-and-accession-to-unclos'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_710',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-from-no-access-to-handwashing-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to a lack of access to handwashing facilities per 100,000 people.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-from-no-access-to-handwashing-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_711',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-unsafe-sanitation-gbd?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe sanitation per 100,000 people. Here the attributable burden is the number of deaths per 100,000 people that would no longer occur if the entire population had access to sanitation facilities connected to a sewer or septic tank.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-unsafe-sanitation-gbd'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_712',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-from-unsafe-water-sources-gbd?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Estimated annual number of deaths attributed to unsafe water sources per 100,000 people. Here the attributable burden is the number of deaths per 100,000 people that would no longer occur if the entire population had access to high-quality piped water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-from-unsafe-water-sources-gbd'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_713',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sanitation-facilities-coverage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total population using the five different levels of sanitation services: safely managed; basic, limited, unimproved and open defecation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sanitation-facilities-coverage'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_714',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sanitation-facilities-coverage-in-rural-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Rural population using the five different levels of sanitation services: safely managed; basic, limited, unimproved and open defecation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sanitation-facilities-coverage-in-rural-areas'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_715',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sanitation-facilities-coverage-in-urban-areas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Urban population using the five different levels of sanitation services: safely managed; basic, limited, unimproved and open defecation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sanitation-facilities-coverage-in-urban-areas'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_716',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-deaths-unsafe-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of total deaths, from any cause, with unsafe sanitation as an attributed risk factor',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-deaths-unsafe-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_717',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-deaths-unsafe-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of total deaths, from any cause, with unsafe water sources as an attributed risk factor',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-deaths-unsafe-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_718',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-practicing-open-defecation-of-population?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Open defecation refers to defecation in fields, forests, bushes, bodies of water, or other open spaces.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-practicing-open-defecation-of-population'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_719',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A basic drinking water service is water from an improved water source that can be collected within a 30-minute round trip, including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_720',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-of-population-with-basic-handwashing-facilities-on-premises?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percent of people who have access to basic handwashing facilities on the premises.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-of-population-with-basic-handwashing-facilities-on-premises'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_721',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/improved-sanitation-facilities-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved sanitation facilities are designed to ensure hygienic separation of human excreta from human contact. GDP per capita is measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/improved-sanitation-facilities-vs-gdp-per-capita'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_722',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-rural-basic-handwashing?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Access to basic handwashing facilities refers to a device to facilitate handwashing with soap and water available on the premises.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-rural-basic-handwashing'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_723',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/schools-access-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Data from multiple sources compiled by the UN',\n",
+ " 'url': 'https://ourworldindata.org/grapher/schools-access-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_724',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/schools-access-to-wash?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: UNESCO',\n",
+ " 'url': 'https://ourworldindata.org/grapher/schools-access-to-wash'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_725',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-without-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that can deliver safe water. They include piped water, boreholes or tube wells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-without-improved-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_726',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-without-improved-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved sanitation facilities are designed to hygienically separate excreta from human contact. They include flush to the piped sewer system, septic tanks or pit latrines; ventilated improved pit latrines, composting toilets or pit latrines with slabs.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-without-improved-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_727',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-population-with-improved-sanitation-faciltities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic sanitation services are defined as improved sanitation facilities not shared with other households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-population-with-improved-sanitation-faciltities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_728',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/access-drinking-water-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene (JMP) (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/access-drinking-water-stacked'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_729',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-using-safely-managed-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed sanitation is improved facilities which are not shared with other households and where excreta are safely disposed in situ or transported and treated off-site.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-using-safely-managed-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_730',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-the-population-with-access-to-sanitation-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene (JMP) (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-the-population-with-access-to-sanitation-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_731',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/access-to-basic-services?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Data compiled from multiple sources by World Bank',\n",
+ " 'url': 'https://ourworldindata.org/grapher/access-to-basic-services'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_732',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-the-population-with-access-to-handwashing-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene (JMP) (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-the-population-with-access-to-handwashing-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_733',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-rural-population-with-improved-sanitation-faciltities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic sanitation services are improved sanitation facilities that are not shared with other households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-rural-population-with-improved-sanitation-faciltities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_734',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rural-population-with-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source, provided collection time is not more than 30 minutes for a roundtrip including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rural-population-with-improved-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_735',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-basins-cooperation-plan?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of transboundary basins area within a region or country with an operational arrangement for water cooperation',\n",
+ " 'url': 'https://ourworldindata.org/grapher/water-basins-cooperation-plan'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_736',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-urban-population-with-improved-sanitation-facilities?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic sanitation services are improved sanitation facilities that are not shared with other households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-urban-population-with-improved-sanitation-facilities'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_737',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-population-with-improved-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Basic drinking water services are defined as an improved drinking water source where the collection time is not more than 30 minutes for a roundtrip, including queuing.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-population-with-improved-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_738',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of urban versus rural population using at least a basic drinking water source; that is, an improved source within 30 minutes round trip to collect water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-using-at-least-basic-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_739',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-population-using-at-least-basic-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of urban versus rural population using at least basic sanitation facilities; that is improved sanitation facilities not shared with other households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-population-using-at-least-basic-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_740',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-safely-managed-drinking-water-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A safely managed drinking water service is one that is located on premises, available when needed and free from contamination.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-safely-managed-drinking-water-source'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_741',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-vs-rural-population-safely-managed-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of the urban versus population using a safely managed sanitation service; that is, excreta safely disposed of in situ or treated off-site.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-vs-rural-population-safely-managed-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_742',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Water quality is assessed by means of core physical and chemical parameters that reflect natural water quality. A water body is classified as \"good\" quality if at least 80% of monitoring values meet target quality levels.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/water-bodies-good-water-quality'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_743',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/proportion-using-safely-managed-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Safely managed drinking water service is defined as an improved water source located on the premises, available when needed, and free from contamination.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/proportion-using-safely-managed-drinking-water'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_744',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-population-using-safely-managed-drinking-water-services-rural-vs-urban?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of the urban and rural populations using a safely managed drinking water service.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-population-using-safely-managed-drinking-water-services-rural-vs-urban'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_745',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-oda-for-water-supply-and-sanitation-by-recipient?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total water and sanitation-related Official Development Assistance (ODA) disbursements that are included in the government budget. This data is expressed in US dollars. It is adjusted for inflation but does not account for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/total-oda-for-water-supply-and-sanitation-by-recipient'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_746',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/urban-improved-water-access-vs-rural-water-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources are those that have the potential to deliver safe water by nature of their design and construction, and include: piped water, boreholes or tubewells, protected dug wells, protected springs, rainwater, and packaged or delivered water.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/urban-improved-water-access-vs-rural-water-access'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_747',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-using-at-least-basic-sanitation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Number of people using at least basic sanitation facilities; that is improved sanitation facilities not shared with other households.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-using-at-least-basic-sanitation'},\n",
+ " {'category': 'Clean Water & Sanitation',\n",
+ " 'doc_id': 'owid_748',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-people-in-the-world-with-and-without-access-to-improved-water-sources?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Improved drinking water sources include piped water on premises (piped household water connection located inside the userโs dwelling, plot or yard), and other improved drinking water sources (public taps or standpipes, tube wells or boreholes, protected dug wells, protected springs, and rainwater collection).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-people-in-the-world-with-and-without-access-to-improved-water-sources'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_749',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The deviation of a specific year's average surface temperature from the 1991-2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-temperature-anomalies'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_750',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/antarctica-sea-ice-extent?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The minimum and maximum sea ice extent typically occur in February and September each year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/antarctica-sea-ice-extent'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_751',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/arctic-sea-ice?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The minimum and maximum sea ice extent typically occur in September and February each year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/arctic-sea-ice'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_752',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-monthly-surface-temperature?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source:',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-monthly-surface-temperature'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_753',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global average land-sea temperature anomaly relative to the 1961-1990 average temperature.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/temperature-anomaly'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_754',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-long-term-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Atmospheric carbon dioxide (COโ) concentration is measured in parts per million (ppm). Long-term trends in COโ concentrations can be measured at high-resolution using preserved air samples from ice cores.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-long-term-concentration'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_755',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nitrous-oxide-long?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Atmospheric nitrous oxide (NโO) concentration is measured in parts per billion (ppb).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nitrous-oxide-long'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_756',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'National adaptation plans are a means of identifying medium- and long-term climate change adaptation needs and developing and implementing strategies and programmes to address those needs.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_757',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/decadal-temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The deviation of a specific decade's average surface temperature from the 1991-2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/decadal-temperature-anomaly'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_758',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/green-climate-gcf-fund-pledges?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The total financial support provided to developing countries for climate change mitigation and adaptation. Countries have set a collective goal of mobilizing $100 billion per year from 2020 onwards.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/green-climate-gcf-fund-pledges'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_759',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/mass-us-glaciers?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative mass balance of U.S. reference glaciers, relative to the base year 1965. This is given in meters of water equivalent, which represent changes in the average thickness of a glacier.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/mass-us-glaciers'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_760',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-co2-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Atmospheric carbon dioxide (COโ) concentration is measured in parts per million (ppm).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-co2-concentration'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_761',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-methane-concentrations?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Atmospheric methane (CHโ) concentration is measured in parts per billion (ppb).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-methane-concentrations'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_762',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-nitrous-oxide-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Atmospheric nitrous oxide (NโO) concentration is measured in parts per billion (ppb).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-nitrous-oxide-concentration'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_763',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-monthly-temp-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Combined land-surface air and sea-surface water temperature anomaly, given as the deviation from the 1951-1980 mean, in degrees Celsius.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-monthly-temp-anomaly'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_764',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_765',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_766',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_767',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sea-surface-temperature?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This is measured at a nominal depth of 20cm, and given relative to the average temperature from the period of 1961 - 1990. Measured in degrees Celsius.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sea-surface-temperature'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_768',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The deviation of a specific year's average surface temperature from the 1991-2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_769',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ocean-heat-top-2000m?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Ocean heat content is measured relative to the 1971โ2000 average, which is set at zero for reference. It is measured in 10ยฒยฒ joules. For reference, 10ยฒยฒ joules are equal to approximately 17 times the amount of energy used globally every year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ocean-heat-top-2000m'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_770',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ocean-heat-content-upper?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Ocean heat content is measured relative to the 1971โ2000 average, which is set at zero for reference. It is measured in 10ยฒยฒ joules. For reference, 10ยฒยฒ joules are equal to approximately 17 times the amount of energy used globally every year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ocean-heat-content-upper'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_771',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ice-sheet-mass-balance?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cumulative change in mass of ice sheets, measured relative to a base year of 2002. For reference, 1,000 billion metric tons is equal to about 260 cubic miles of iceโenough to raise sea level by about 3 millimeters.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/ice-sheet-mass-balance'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_772',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/long-run-methane-concentration?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in parts per billion.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/long-run-methane-concentration'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_773',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-ocean-heat-2000m?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Ocean heat content is measured relative to the 1971โ2000 average, which is set at zero for reference. It is measured in 10ยฒยฒ joules. For reference, 10ยฒยฒ joules are equal to approximately 17 times the amount of energy used globally every year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-ocean-heat-2000m'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_774',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-upper-ocean-heat?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Ocean heat content is measured relative to the 1971โ2000 average, which is set at zero for reference. It is measured in 10ยฒยฒ joules. For reference, 10ยฒยฒ joules are equal to approximately 17 times the amount of energy used globally every year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-upper-ocean-heat'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_775',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-average-surface-temperatures-by-decade?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The temperature of the air measured 2 meters above the ground, encompassing land, sea, and in-land water surfaces.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-average-surface-temperatures-by-decade'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_776',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-average-surface-temperatures-by-year?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The temperature of the air measured 2 meters above the ground, encompassing land, sea, and in-land water surfaces.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-average-surface-temperatures-by-year'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_777',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-surface-temperature-anomalies-by-decade?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Average decadal deviation of a specific month's average surface temperature from the 1991-2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-surface-temperature-anomalies-by-decade'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_778',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-surface-temperature-anomalies-by-year?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The deviation of a specific month's average surface temperature from the 1991โ2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-surface-temperature-anomalies-by-year'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_779',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/monthly-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"The deviation of a specific month's average surface temperature from the 1991โ2020 mean, in degrees Celsius.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/monthly-temperature-anomalies'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_780',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Nationally determined contributions (NDCs) embody efforts by each country to reduce national emissions and adapt to the impacts of climate change. The Paris Agreement requires each of the 193 Parties to prepare, communicate and maintain NDCs outlining what they intend to achieve. NDCs must be updated every five years.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/nationally-determined-contributions'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_781',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/seawater-ph?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Mean seawater pH is shown based on in-situ measurements of pH from the Aloha station in Hawaii.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/seawater-ph'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_782',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/opinions-young-people-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of young people in each surveyed country that responded \"yes\" to each statement about climate change. 1,000 young people, aged 16 to 25 years old, were surveyed in each country.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/opinions-young-people-climate'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_783',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/willingness-climate-action?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Participants were asked if they would contribute 1% of their income to tackle climate change. The share that answered \"yes\" is shown on the horizontal axis. The share of the population in their country that people think would be willing is shown on the vertical axis.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/willingness-climate-action'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_784',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/air-conditioners-projections?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data from 2017 onwards is projections from the International Energy Agency, based on estimated changes in population and income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/air-conditioners-projections'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_785',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sea-level?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global mean sea level rise is measured relative to the 1993 - 2008 average sea level. This is shown as three series: the widely-cited Church & White dataset; the University of Hawaii Sea Level Center (UHLSC); and the average of the two.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sea-level'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_786',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sea-surface-temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Sea surface temperature anomaly relative to the 1961-1990 average temperature. This is measured in degrees Celsius (ยฐC).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sea-surface-temperature-anomaly'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_787',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/seasonal-temp-anomaly-us?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Seasonal temperature anomaly, compared to the 1901โ2000 average temperature. Measured in degrees Fahrenheit.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/seasonal-temp-anomaly-us'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_788',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/households-air-conditioning?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: International Energy Agency (IEA). Future of Cooling.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/households-air-conditioning'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_789',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-believe-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Participants were asked to score beliefs on a scale from 0 to 100 on four questions: whether action was necessary to avoid a global catastrophe; humans were causing climate change; it was a serious threat to humanity; and was a global emergency.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-believe-climate'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_790',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/support-political-climate-action?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Based on representative surveys of almost 130,000 people across 125 countries. Participants were asked: \"Do you think the national government should do more to fight global warming?\"',\n",
+ " 'url': 'https://ourworldindata.org/grapher/support-political-climate-action'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_791',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/support-policies-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Support was measured on a scale from 0 to 100 across nine interventions, including carbon taxes on fossil fuels, expanding public transport, more renewable energy, more electric car chargers, taxes on airlines, investments in green jobs and businesses, laws to keep waterways clean, protecting forests, and increasing taxes on carbon-intensive foods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/support-policies-climate'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_792',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/support-public-action-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Based on representative surveys of almost 130,000 people across 125 countries. Participants were asked: \"Do you think that people in [their country] should try to fight global warming?\"',\n",
+ " 'url': 'https://ourworldindata.org/grapher/support-public-action-climate'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_793',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/snow-cover-north-america?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This metric measures the area covered by snow, based on an analysis of weekly maps. These data cover all of North America (including Greenland).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/snow-cover-north-america'},\n",
+ " {'category': 'Climate Change',\n",
+ " 'doc_id': 'owid_794',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/hadcrut-surface-temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Surface temperature anomaly, measured in degrees Celsius The temperature anomaly is relative to the 1951-1980 global average temperature. Data is based on the HadCRUT analysis from the Climatic Research Unit (University of East Anglia) in conjunction with the Hadley Centre (UK Met Office).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/hadcrut-surface-temperature-anomaly'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_795',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agricultural-producer-support?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The annual monetary value of gross transfers from consumers and taxpayers to agricultural producers, measured at the farm-gate level, arising from policy measures that support agriculture, regardless of their nature, objectives or impacts on farm production or income.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agricultural-producer-support'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_796',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/almond-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/almond-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_797',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/area-land-needed-to-global-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This metric represents the amount of land needed to grow a given crop if it was to meet global vegetable oil demand alone.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/area-land-needed-to-global-oil'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_798',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/area-per-tonne-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This metric is the inverse of oil yields. It represents the amount of land needed to grow a given crop to produce one tonne of vegetable oil.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/area-per-tonne-oil'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_799',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/banana-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/banana-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_800',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/barley-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/barley-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_801',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/bean-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/bean-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_802',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cashew-nut-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cashew-nut-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_803',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cassava-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cassava-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_804',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-yield-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average cereal yield, measured in tonnes per hectare versus gross domestic product (GDP) per capita. This data is adjusted for inflation and for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-yield-vs-gdp-per-capita'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_805',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-yield-vs-extreme-poverty-scatter?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Extreme poverty is defined as living below the International Poverty Line of $2.15 per day. This data is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-yield-vs-extreme-poverty-scatter'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_806',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-crop-yield-vs-fertilizer-application?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare. Fertilizer use is measured in kilograms of nitrogenous fertilizer applied per hectare of cropland.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-crop-yield-vs-fertilizer-application'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_807',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare. Cereals include wheat, rice, maize, barley, oats, rye, millet, sorghum, buckwheat, and mixed grains.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_808',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/index-of-cereal-production-yield-and-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All figures are indexed to the start year of the timeline. This means the first year of the time-series is given the value zero.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/index-of-cereal-production-yield-and-land-use'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_809',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-in-production-yield-and-land-palm?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the change in production, crop yield and area harvested for the oil palm fruit.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-in-production-yield-and-land-palm'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_810',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-of-cereal-yield-vs-land-used?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-of-cereal-yield-vs-land-used'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_811',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cocoa-bean-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cocoa-bean-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_812',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coffee-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coffee-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_813',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/maize-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/maize-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_814',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/maize-attainable-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Attainable yields are feasible crop yields based on outputs from high-yielding areas of similar climate. They are more conservative than absolute biophysical โpotential yieldsโ, but are achievable using current technologies and management (e.g. fertilizers and irrigation). Corn (maize) yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/maize-attainable-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_815',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/maize-yield-gap?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yield gaps measure the difference between actual yields and attainable yields. Attainable yields are more conservative than absolute biophysical โpotential yieldsโ, but are achievable using current technologies and management (e.g. fertilizers and irrigation). Corn (maize) yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/maize-yield-gap'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_816',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cotton-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cotton-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_817',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/key-crop-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/key-crop-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_818',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-land-spared?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Land sparing is calculated as the amount of additional land that would have been needed to meet global cereal production if average crop yields had not increased since 1961.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-land-spared'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_819',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/groundnuts-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/groundnuts-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_820',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-sparing-by-crop?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Land sparing is calculated as the amount of additional land that would have been needed to meet crop production if global average crop yields had not increased since 1961.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-sparing-by-crop'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_821',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/land-use-vs-yield-change-in-cereal-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Indexed change in land used for cereal production versus cereal yields, from 1961 to 2014. Both indexes are measured relative to values in 1961 (i.e. 1961 = 100).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/land-use-vs-yield-change-in-cereal-production'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_822',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/lettuce-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/lettuce-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_823',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cereal-yields-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cereal-yields-uk'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_824',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/millet-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/millet-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_825',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/palm-oil-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/palm-oil-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_826',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/oil-yield-by-crop?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global oil yields are measured as the average amount of vegetable oil produced (in tonnes) per hectare of land. This is different from the total yield of the crop since only a fraction is available as vegetable oil.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/oil-yield-by-crop'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_827',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/orange-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/orange-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_828',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/pea-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/pea-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_829',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/potato-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/potato-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_830',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rapeseed-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rapeseed-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_831',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rice-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rice-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_832',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/rye-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/rye-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_833',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sorghum-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sorghum-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_834',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/soybean-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/soybean-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_835',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sugar-beet-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sugar-beet-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_836',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sugar-cane-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sugar-cane-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_837',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sunflower-seed-yield?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sunflower-seed-yield'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_838',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/tomato-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/tomato-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_839',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-agri-productivity-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Global agricultural growth is measured by the average annual change in economic output from agriculture. This is broken down by its drivers in each decade. Productivity growth measures increase output from a given amount of input: it's driven by factors such as efficiency gains, better seed varieties, land reforms, and better management practices.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-agri-productivity-growth'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_840',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/wheat-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/wheat-yields'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_841',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/agriculture-decoupling-productivity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total factor productivity measures changes in the efficiency with which agricultural inputs are transformed into agricultural outputs. If productivity did not improve, inputs would directly track outputs.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/agriculture-decoupling-productivity'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_842',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/yield-gap-vs-nitrogen-pollution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is how much nitrogen pollution countries caused compared with how much they reduced their yield gaps relative to directly neighboring countries. Positive values (yellow to red) indicate a country overapplied nitrogen without gains in yield. This is based on yield gap and nitrogen data published between 2012 and 2015.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/yield-gap-vs-nitrogen-pollution'},\n",
+ " {'category': 'Crop Yields',\n",
+ " 'doc_id': 'owid_843',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/yields-of-important-staple-crops?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'All yields are measured in tonnes per hectare.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/yields-of-important-staple-crops'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_844',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/animal-protein-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'This is measured as the average daily supply per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/animal-protein-consumption'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_845',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Countries shown in blue have an average per capita intake below 200g per person per day; countries in green are greater than 200g. National and World Health Organization (WHO) typically set a guideline of 200g per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_846',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-per-capita-vegetable-intake-vs-minimum-recommended-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Countries shown in pink have an average per capita intake below 250g per person per day; countries in green are greater than 250g. National and World Health Organization (WHO) recommendations tend to range between 200-250g per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/average-per-capita-vegetable-intake-vs-minimum-recommended-guidelines'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_847',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/calorie-supply-by-food-group?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Daily supply of calories is measured in kilocalories.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/calorie-supply-by-food-group'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_848',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/chocolate-consumption-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the per capita supply of cocoa and products at the consumer level. This does not account for consumer waste.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/chocolate-consumption-per-person'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_849',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/eat-lancet-diet-animal-products?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Recommended intakes of animal products in the EAT-Lancet diet are shown relative to average daily per capita supply by country. The EAT-Lancet diet is a diet recommended to balance the goals of healthy nutrition and environmental sustainability for a global population.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/eat-lancet-diet-animal-products'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_850',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-caloric-supply-derived-from-carbohydrates-protein-and-fat?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The average per capita supply of calories derived from carbohydrates, protein and fat, all measured in kilocalories per person per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/daily-caloric-supply-derived-from-carbohydrates-protein-and-fat'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_851',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-composition-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Share of dietary energy supplied by food commodity types in the average individual's diet in a given country, measured in kilocalories per person per day.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-composition-by-country'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_852',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-compositions-by-commodity-group?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average per capita dietary energy supply by commodity groups, measured in kilocalories per person per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-compositions-by-commodity-group'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_853',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-land-use-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of global habitable land which would be required for agriculture if everyone in the world adopted the average diet of a given country versus gross domestic product (GDP) per capita, measured in constant international-$. We currently use approximately 50% of habitable land for agriculture, as shown by the horizontal line.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-land-use-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_854',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average fruit consumption per person, differentiated by fruit types, measured in kilograms per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_855',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average fruit consumption per person, measured in kilograms per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fruit-consumption-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_856',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average per capita fruit supply, measured in kilograms per year versus gross domestic product (GDP) per capita, measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fruit-consumption-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_857',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/eat-lancet-diet-comparison?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Diets are shown as average daily per capita supply of different food groups, compared to the EAT-Lancet diet. The EAT-Lancet diet is a diet recommended to balance the goals of healthy nutrition and environmental sustainability for a global population.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/eat-lancet-diet-comparison'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_858',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-choices-of-british-adults?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'โ Flexitarian: mainly vegetarian, but occasionally eat meat or fish. โ Pescetarian: eat fish but do not eat meat or poultry. โ Vegetarian: do not eat any meat, poultry, game, fish, or shellfish. โ Plant-based / Vegan: do not eat dairy products, eggs, or any other animal product.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-choices-of-british-adults'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_859',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-calories-from-animal-protein-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Share of calorie supply in the average diet sourced from animal protein (which includes meat, seafood, eggs and dairy products), measured as the percentage of daily calorie supply, versus GDP per capita, adjusted for inflation and for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-calories-from-animal-protein-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_860',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-dietary-energy-derived-from-protein-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of per capita dietary energy derived from protein, measured as the daily caloric supply from protein as a percentage of total caloric supply, versus gross domestic product (GDP) per capita measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-dietary-energy-derived-from-protein-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_861',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-dietary-energy-supply-from-carbohydrates-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of per capita dietary energy derived from carbohydrates, measured as the daily caloric supply from carbohydrates as a percentage of total caloric supply, versus gross domestic product (GDP) per capita measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-dietary-energy-supply-from-carbohydrates-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_862',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-dietary-energy-supply-from-fats-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The share of per capita dietary energy derived from fats, measured as the daily caloric supply from fat as a percentage of total caloric supply, versus gross domestic product (GDP) per capita measured in constant international-$.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-dietary-energy-supply-from-fats-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_863',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-energy-from-cereals-roots-and-tubers-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'A high share of energy from cereals, roots and tubers typically represents lower dietary diversity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-energy-from-cereals-roots-and-tubers-vs-gdp-per-capita'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_864',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-of-global-habitable-land-needed-for-agriculture-if-everyone-had-the-diet-of?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'The percentage of global habitable land area needed for agriculture if the total world population was to adopt the average diet of any given country. Values greater than 100% are not possible within global land constraints.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-of-global-habitable-land-needed-for-agriculture-if-everyone-had-the-diet-of'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_865',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-choices-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'โ Flexitarian: mainly vegetarian, but occasionally eat meat or fish. โ Pescetarian: eat fish but do not eat meat or poultry. โ Vegetarian: do not eat any meat, poultry, game, fish, or shellfish. โ Plant-based / Vegan: do not eat dairy products, eggs, or any other animal product.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/dietary-choices-uk'},\n",
+ " {'category': 'Diet Compositions',\n",
+ " 'doc_id': 'owid_866',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/vegetable-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average per capita vegetable consumption, measured in kilograms per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/vegetable-consumption-per-capita'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_867',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-generation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-generation'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_868',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-production-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-production-by-source'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_869',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-prod-source-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-prod-source-stacked'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_870',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/elec-fossil-nuclear-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/elec-fossil-nuclear-renewables'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_871',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-on-electricity-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 7.1 of the UN Sustainable Development Goals (SDGs) is to achieve universal and equitable access to modern energy services. Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-on-electricity-access'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_872',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-of-people-with-and-without-electricity-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-of-people-with-and-without-electricity-access'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_873',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/number-without-electricity-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/number-without-electricity-by-region'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_874',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/people-without-electricity-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/people-without-electricity-country'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_875',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-electricity-generation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual average electricity generation per person, measured in kilowatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-electricity-generation'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_876',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-electricity-source-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours. Other renewables include geothermal, tidal and wave generation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-electricity-source-stacked'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_877',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-electricity-fossil-nuclear-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Ember (2024); Energy Institute - Statistical Review of World Energy (2023); Population based on various sources (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-electricity-fossil-nuclear-renewables'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_878',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-low-carbon?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Low-carbon electricity is the sum of electricity from nuclear and renewable sources (including solar, wind, hydropower, biomass and waste, geothermal and wave and tidal).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-low-carbon'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_879',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-elec-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Ember (2024); Energy Institute - Statistical Review of World Energy (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-elec-by-source'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_880',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-source-facet?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Ember (2024); Energy Institute - Statistical Review of World Energy (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-source-facet'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_881',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-coal'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_882',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-fossil-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-fossil-fuels'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_883',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-gas'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_884',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-hydro?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-hydro'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_885',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-nuclear?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-nuclear'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_886',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Renewables include electricity production from hydropower, solar, wind, biomass & waste, geothermal, wave, and tidal sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-renewables'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_887',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-solar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-solar'},\n",
+ " {'category': 'Electricity',\n",
+ " 'doc_id': 'owid_888',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-wind?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-wind'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_889',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-as-a-share-of-primary-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total, direct primary energy consumption.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-as-a-share-of-primary-energy'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_890',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-source-wb-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Multiple sources compiled by World Bank (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-source-wb-stacked'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_891',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-on-electricity-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 7.1 of the UN Sustainable Development Goals (SDGs) is to achieve universal and equitable access to modern energy services. Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-on-electricity-access'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_892',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-imports-share-demand?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Net electricity imports are calculated as electricity imports minus exports. This is given as a share of a country's electricity demand. Countries with positive values are net importers of electricity; negative values are net exporters.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-imports-share-demand'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_893',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-electricity-source-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours. Other renewables include geothermal, tidal and wave generation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-electricity-source-stacked'},\n",
+ " {'category': 'Electricity Mix',\n",
+ " 'doc_id': 'owid_894',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-electricity-source-wb?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Multiple sources compiled by World Bank (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/share-electricity-source-wb'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_895',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/abs-change-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual change in primary energy consumption in one year, relative to the previous year. Energy is measured in terawatt-hours, using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/abs-change-energy-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_896',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/access-to-clean-fuels-and-technologies-for-cooking-vs-per-capita-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Access to clean fuels or technologies reduce exposure to indoor air pollutants, a leading cause of death in low-income households. Energy is measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/access-to-clean-fuels-and-technologies-for-cooking-vs-per-capita-energy-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_897',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/access-to-electricity-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day. GDP per capita is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/access-to-electricity-vs-gdp-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_898',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in coal energy consumption relative to the previous year, measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-coal'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_899',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-fossil-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in fossil energy consumption, measured in terawatt-hours, relative to the previous year. This is the sum of energy from coal, oil and gas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-fossil-fuels'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_900',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in gas energy consumption relative to the previous year, measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-gas'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_901',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-hydro?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in energy generation relative to the previous year, using the substitution method and measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-hydro'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_902',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-low-carbon-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in energy generation relative to the previous year, measured in terawatt-hours and using the substitution method. Low-carbon energy is defined as the sum of nuclear and renewable sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-low-carbon-energy'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_903',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-nuclear?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in nuclear energy generation relative to the previous year, measured in terawatt-hours and using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-nuclear'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_904',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in oil energy consumption relative to the previous year, measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-oil'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_905',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in primary energy consumption as a percentage of the consumption of the previous year, using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-energy-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_906',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in renewable energy generation relative to the previous year, measured in terawatt-hours and using the substitution method. It includes energy from hydropower, solar, wind, geothermal, wave and tidal, and bioenergy.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_907',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-in-solar-and-wind-energy-generation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in solar and wind energy generation relative to the previous year, measured in terawatt-hours of primary energy using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-in-solar-and-wind-energy-generation'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_908',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-solar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in energy generation relative to the previous year, measured in terawatt-hours and using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-solar'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_909',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-change-wind?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in energy generation relative to the previous year, using the substitution method and measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-change-wind'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_910',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/patents-ccs?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Figures in recent years are subject to a time lag; submitted patents may not yet be reflected in the data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/patents-ccs'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_911',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/patents-electric-vehicles?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Figures in recent years are subject to a time lag; submitted patents may not yet be reflected in the data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/patents-electric-vehicles'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_912',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/patents-energy-storage?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Figures in recent years are subject to a time lag; submitted patents may not yet be reflected in the data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/patents-energy-storage'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_913',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/patents-filed-for-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data only includes energy source technologies, and excludes technologies such as energy storage or transport. Figures in recent years are subject to a time lag; submitted patents may not yet be reflected in the data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/patents-filed-for-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_914',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/patents-for-renewables-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Figures in recent years are subject to a time lag; submitted patents may not yet be reflected in the data.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/patents-for-renewables-by-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_915',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in coal energy consumption relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-coal'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_916',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-fossil-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in fossil energy consumption relative to the previous year. This is the sum of energy from coal, oil and gas.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-fossil-fuels'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_917',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in gas energy consumption relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-gas'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_918',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-hydro?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in hydropower generation relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-hydro'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_919',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-low-carbon?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Shown is the percentage change in low-carbon energy generation relative to the previous year. This is the sum of nuclear and renewable sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-low-carbon'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_920',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-nuclear?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in nuclear energy generation relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-nuclear'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_921',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in oil energy consumption relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-oil'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_922',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in renewable energy generation relative to the previous year. It includes energy from hydropower, solar, wind, geothermal, wave and tidal, and bioenergy.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_923',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-in-solar-and-wind-energy-generation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Change in energy generation relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-in-solar-and-wind-energy-generation'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_924',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-solar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in solar energy generation relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-solar'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_925',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/annual-percentage-change-wind?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentage change in wind energy generation relative to the previous year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/annual-percentage-change-wind'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_926',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co-emissions-per-capita-vs-fossil-fuel-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fossil fuel consumption is measured as the average consumption of energy from coal, oil and gas per person. Fossil fuel and industry emissions are included. Land-use change emissions are not included.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co-emissions-per-capita-vs-fossil-fuel-consumption-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_927',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-per-capita-vs-renewable-electricity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon dioxide (COโ) emissions are measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/co2-per-capita-vs-renewable-electricity'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_928',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-intensity-electricity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Carbon intensity is measured in grams of carbon dioxide-equivalents emitted per kilowatt-hour of electricity generated.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/carbon-intensity-electricity'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_929',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-use-gdp-decoupling?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based (trade-adjusted) primary energy use measures domestic energy use minus energy used to produce exported goods, plus energy used to produce imported goods. Gross domestic product (GDP) is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-use-gdp-decoupling'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_930',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/change-energy-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based (trade-adjusted) primary energy use measures domestic energy use minus energy used to produce exported goods, plus energy used to produce imported goods. Gross domestic product (GDP) is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/change-energy-gdp-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_931',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-by-end-user-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal use differentiated by its end use category. This is measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-by-end-user-uk'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_932',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal energy consumption per capita is measured in megawatt-hours per person. GDP per capita is adjusted for inflation and for differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-vs-gdp-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_933',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-uk-opencast-deep-mine?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal output in the United Kingdom, measured from opencast and deepmined sources. This is measured in tonnes of coal per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-uk-opencast-deep-mine'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_934',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-output-per-worker-in-the-united-kingdom?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average coal output per worker, measured in tonnes per employee per year. The number employed in the coal industry includes those hired as contractors.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-output-per-worker-in-the-united-kingdom'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_935',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-prices?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal prices of various production locations are measured in US dollars per tonne. This data is not adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-prices'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_936',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-production-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-production-by-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_937',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-production-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal production is measured as primary energy in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-production-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_938',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-output-uk-tonnes?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Coal production and imports in the United Kingdom, measured in tonnes per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-output-uk-tonnes'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_939',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-prod-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-prod-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_940',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/coal-production-per-capita-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average coal production per capita over the long-term, measured in megawatt-hour (MWh) equivalents per person per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/coal-production-per-capita-over-the-long-term'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_941',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cobalt-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Cobalt production is measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/cobalt-production'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_942',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-energy-intensity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy intensity is measured as the number of kilowatt-hours used per dollar of gross domestic product (GDP). Consumption-based energy adjusts for the energy embedded in traded goods: it is the energy used domestically minus energy used to produce exported goods; plus the energy used for imported goods.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-energy-intensity'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_943',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/consumption-based-energy-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Consumption-based (or trade-adjusted) energy use measures domestic energy use minus energy used to produce exported goods, plus energy used to produce imported goods. Measured in megawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/consumption-based-energy-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_944',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/crude-oil-prices?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Global crude oil prices, measured in US dollars per cubic meter. This data is not adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/crude-oil-prices'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_945',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/crude-oil-spot-prices?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Crude oil spot price of the most common oil blends, measured in US dollars per cubic meter. This data is not adjusted for inflation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/crude-oil-spot-prices'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_946',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rate-from-indoor-air-pollution-vs-per-capita-energy-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates from indoor air pollution are measured as the number of deaths per 100,000 individuals. Primary energy is based on the substitution method and measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rate-from-indoor-air-pollution-vs-per-capita-energy-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_947',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/death-rates-from-energy-production-per-twh?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Death rates are measured based on deaths from accidents and air pollution per terawatt-hour of electricity.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/death-rates-from-energy-production-per-twh'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_948',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/primary-energy-fossil-nuclear-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Percentages are in terms of direct primary energy, which means that fossil fuels include the energy lost due to inefficiencies in energy production.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/primary-energy-fossil-nuclear-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_949',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electric-car-stocks?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Car stocks represent the number of cars that are in use. It is the balance of cumulative sales over time and the number of cars that have been retired or taken off the road. Electric cars include fully battery-electric vehicles and plug-in hybrids.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electric-car-stocks'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_950',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-as-a-share-of-primary-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured as a percentage of total, direct primary energy consumption.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-as-a-share-of-primary-energy'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_951',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-demand?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Electricity demand is measured in terawatt-hours, as total electricity generation, adjusted for electricity imports and exports.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-demand'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_952',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-generation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-generation'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_953',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-coal'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_954',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-fossil-fuels?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Electricity generation from coal, oil and gas sources combined, measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-fossil-fuels'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_955',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/elec-mix-bar?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Ember (2024); Energy Institute - Statistical Review of World Energy (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/elec-mix-bar'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_956',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-gas'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_957',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/low-carbon-electricity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Low-carbon electricity is the sum of electricity generation from nuclear and renewable sources. Renewable sources include hydropower, solar, wind, geothermal, bioenergy, wave and tidal. Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/low-carbon-electricity'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_958',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-oil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-oil'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_959',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours. Renewable sources include hydropower, solar, wind, geothermal, bioenergy, wave and tidal.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_960',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-generation-from-solar-and-wind-compared-to-coal?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-generation-from-solar-and-wind-compared-to-coal'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_961',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-production-by-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-production-by-source'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_962',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-prod-source-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-prod-source-stacked'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_963',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-source-wb-stacked?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Multiple sources compiled by World Bank (2024)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-source-wb-stacked'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_964',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/elec-fossil-nuclear-renewables?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/elec-fossil-nuclear-renewables'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_965',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-mix-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Ember (2024); Energy Institute - Statistical Review of World Energy (2023); Department for Business, Energy & Industrial Strategy of the UK (2023)',\n",
+ " 'url': 'https://ourworldindata.org/grapher/electricity-mix-uk'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_966',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/employment-in-the-coal-industry-in-the-united-kingdom?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total number of individuals employed in the coal industry in the United Kingdom. Figures include those employed as contractors by the coal industry.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/employment-in-the-coal-industry-in-the-united-kingdom'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_967',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-consumption-by-source-and-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terms of primary energy using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-consumption-by-source-and-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_968',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/traded-energy-share-domestic?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': \"Net energy embedded in traded goods is the difference in energy embedded in exported goods, and imported goods. A positive value means that a country is a net importer; a negative means it's a net exporter. This is given as a percentage of a country's domestic energy use.\",\n",
+ " 'url': 'https://ourworldindata.org/grapher/traded-energy-share-domestic'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_969',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-imports-and-exports-energy-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy trade, measured as the percentage of energy use. Positive values indicate a country or region is a net importer of energy. Negative numbers indicate a country or region is a net exporter.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-imports-and-exports-energy-use'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_970',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-intensity-of-economies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Amount of energy needed to produce one unit of economic output. A lower number means that economies produce economic value in a less energy-intensive way. This data is measured in megajoules per dollar, adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-intensity-of-economies'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_971',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-intensity?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy intensity is measured as primary energy consumption per unit of gross domestic product (GDP), in kilowatt-hours per dollar. GDP is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-intensity'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_972',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-intensity-by-sector?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Amount of energy needed to produce one unit of economic output. A lower number means that economic value is produced in a less energy-intensive way. This data is measured in megajoules per dollar, adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-intensity-by-sector'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_973',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-intensity-vs-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy intensity represents primary energy consumption, using the substitution method, per unit of gross domestic product (GDP). GDP is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-intensity-vs-gdp'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_974',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-use-per-capita-vs-co2-emissions-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average energy consumption per capita is measured in kilowatt-hours per person. Average carbon dioxide (COโ) emissions per capita are measured in tonnes per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-use-per-capita-vs-co2-emissions-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_975',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/per-capita-energy-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours per person. Here, energy refers to primary energy using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/per-capita-energy-use'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_976',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-use-per-person-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy refers to primary energy, measured in kilowatt-hours per person, using the substitution method. Gross domestic product (GDP) is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-use-per-person-vs-gdp-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_977',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-consumption-by-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-consumption-by-type'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_978',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-primary-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-primary-energy'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_979',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuels-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Fossil fuel consumption per capita is measured as the average consumption of energy from coal, oil and gas, in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuels-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_980',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-consumption-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_981',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-cons-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-cons-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_982',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-price-index?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average global prices of oil, natural gas and coal, measured as an energy index where prices in 2018=100.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-price-index'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_983',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Total fossil fuel production - differentiated by coal, oil and natural gas - by country over the long-run, measured in terawatt-hour (TWh) equivalents per year.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_984',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-production-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Average fossil fuel production per capita across countries and regions, measured in megawatt-hours (MWh) per person per year. Fossil fuel consumption has been categorised by coal, oil and natural gas sources.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/fossil-fuel-production-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_985',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-use-per-capita-vs-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual energy use per capita, measured in kilowatt-hours per person vs. gross domestic product (GDP) per capita, which is adjusted for inflation and differences in the cost of living between countries.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/energy-use-per-capita-vs-gdp-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_986',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/gas-consumption-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Natural gas consumption, measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/gas-consumption-by-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_987',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/natural-gas-consumption-by-region?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Annual natural gas consumption is measured in terawatt-hours (TWh).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/natural-gas-consumption-by-region'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_988',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/gas-production-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/gas-production-by-country'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_989',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/gas-prod-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in kilowatt-hours per person.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/gas-prod-per-capita'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_990',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/natural-gas-proved-reserves?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Proved reserves, measured in cubic meters, are generally those quantities that can be recovered in the future from known reservoirs under existing economic and operating conditions, according to geological and engineering information.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/natural-gas-proved-reserves'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_991',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/aviation-demand-efficiency?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Data source: Bergero et al. (2023). Pathways to net-zero emissions from aviation.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/aviation-demand-efficiency'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_992',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-primary-energy?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Energy consumption is measured in terawatt-hours, in terms of direct primary energy. This means that fossil fuels include the energy lost due to inefficiencies in energy production.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-primary-energy'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_993',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-fossil-fuel-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours of primary energy consumption.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-fossil-fuel-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_994',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-hydro-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in terawatt-hours of direct primary energy consumption.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-hydro-consumption'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_995',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/installed-global-renewable-energy-capacity-by-technology?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in gigawatts (GW).',\n",
+ " 'url': 'https://ourworldindata.org/grapher/installed-global-renewable-energy-capacity-by-technology'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_996',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-energy-consumption-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Primary energy consumption is measured in terawatt-hours, using the substitution method.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-energy-consumption-source'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_997',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-energy-substitution?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Primary energy is based on the substitution method and measured in terawatt-hours.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/global-energy-substitution'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_998',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/graphite-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Measured in tonnes.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/graphite-production'},\n",
+ " {'category': 'Energy',\n",
+ " 'doc_id': 'owid_999',\n",
+ " 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sdg-target-on-electricity-access?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'source': 'OWID',\n",
+ " 'subtitle': 'Target 7.1 of the UN Sustainable Development Goals (SDGs) is to achieve universal and equitable access to modern energy services. Having access to electricity is defined in international statistics as having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours per day.',\n",
+ " 'url': 'https://ourworldindata.org/grapher/sdg-target-on-electricity-access'},\n",
+ " ...],\n",
+ " 'documents': ['Number of people with and without access to clean cooking fuels',\n",
+ " 'Number of people without access to clean fuels for cooking',\n",
+ " 'People without clean fuels for cooking, by world region',\n",
+ " 'Share of the population without access to clean fuels for cooking',\n",
+ " 'Share with access to electricity vs. per capita energy consumption',\n",
+ " 'Agricultural export subsidies',\n",
+ " 'Agricultural general services support',\n",
+ " 'Agricultural land per capita',\n",
+ " 'Agricultural land use per person',\n",
+ " 'Agricultural output',\n",
+ " 'Agricultural producer support',\n",
+ " 'Agriculture orientation index for government expenditures',\n",
+ " 'Apple production',\n",
+ " 'Arable land use per person',\n",
+ " 'Average farm size',\n",
+ " 'Avocado production',\n",
+ " 'Banana production',\n",
+ " 'Banana production by region',\n",
+ " 'Barley production',\n",
+ " 'Bean production',\n",
+ " 'Breakdown of habitable land area',\n",
+ " 'Cashew nut production',\n",
+ " 'Cassava production',\n",
+ " 'Cereal production',\n",
+ " 'Cereals allocated to food, animal feed and fuel',\n",
+ " 'Cereals: which countries are net importers and exporters?',\n",
+ " 'Change in corn production and land use in the United States',\n",
+ " 'Change of cereal yield and land used for cereal production',\n",
+ " 'Chicken meat production',\n",
+ " 'Cocoa bean production',\n",
+ " 'Cocoa bean production by region',\n",
+ " 'Coffee bean production',\n",
+ " 'Coffee production by region',\n",
+ " 'Corn production',\n",
+ " 'Cropland and pasture per person',\n",
+ " 'Cropland area',\n",
+ " 'Cropland extent over the long-term',\n",
+ " 'Distribution of soil lifespans',\n",
+ " 'FAO projections of arable land',\n",
+ " 'Fertilizer use per hectare of cropland',\n",
+ " 'Global agricultural land use by major crop type',\n",
+ " 'Global allocation of crops to end uses by farm size',\n",
+ " 'Global crop production by farm size',\n",
+ " 'Global food exports: how much comes from Ukraine & Russia?',\n",
+ " 'Global food production: how much comes from Ukraine & Russia?',\n",
+ " 'Grape production',\n",
+ " 'Grazing land use over the long-term',\n",
+ " 'Labor productivity in agriculture (GDP/worker)',\n",
+ " 'Land use for vegetable oil crops',\n",
+ " 'Land used for agriculture',\n",
+ " 'Long-run cereal yields in the United Kingdom',\n",
+ " 'Maize exports from Ukraine and Russia in perspective',\n",
+ " 'Methane emissions from agriculture',\n",
+ " 'Nitrogen output vs. nitrogen input to agriculture',\n",
+ " 'Nitrogen use efficiency',\n",
+ " 'Nitrous oxide emissions from agriculture',\n",
+ " 'Oil palm production',\n",
+ " 'Orange production',\n",
+ " 'Organic agricultural area',\n",
+ " 'Palm oil imports',\n",
+ " 'Pea production',\n",
+ " 'Per capita nitrous oxide emissions from agriculture',\n",
+ " 'Phosphorous inputs per hectare of cropland',\n",
+ " 'Potato production',\n",
+ " 'Productivity of small-scale food producers',\n",
+ " 'Projections for global peak agricultural land',\n",
+ " 'Rapeseed production',\n",
+ " 'Rice production',\n",
+ " 'Rice production by region',\n",
+ " 'Rye production',\n",
+ " 'Sesame seed production',\n",
+ " 'Share of agricultural land which is irrigated',\n",
+ " 'Share of agricultural landowners who are women',\n",
+ " 'Share of arable land which is organic',\n",
+ " 'Share of cereals allocated to animal feed',\n",
+ " 'Share of cereals allocated to food, animal feed or fuel',\n",
+ " 'Share of cereals allocated to human food',\n",
+ " 'Share of cereals allocated to human food vs. GDP per capita',\n",
+ " 'Share of cereals allocated to industrial uses',\n",
+ " 'Share of land area used for agriculture',\n",
+ " 'Share of land area used for arable agriculture',\n",
+ " 'Share of land used for permanent meadows and pastures',\n",
+ " 'Soy production, yield and area harvested',\n",
+ " 'Soybean production',\n",
+ " 'Soybeans: are they used for food, feed or fuel?',\n",
+ " 'Sugar beet production',\n",
+ " 'Sugar cane production',\n",
+ " 'Sunflower seed production',\n",
+ " 'Sweet potato production',\n",
+ " 'Tea production',\n",
+ " 'Tea production by region',\n",
+ " 'Tobacco production',\n",
+ " 'Tomato production',\n",
+ " 'Total applied phosphorous to crops',\n",
+ " 'Total financial assistance and flows for agriculture, by recipient',\n",
+ " 'Tractors per 100 square kilometers of arable land',\n",
+ " 'Value of agricultural production',\n",
+ " 'Vegetable oil production',\n",
+ " 'What has driven the growth in global agricultural production?',\n",
+ " 'Wheat exports from Ukraine and Russia in perspective',\n",
+ " 'Wheat production',\n",
+ " 'Which countries have managed to decouple agricultural output from more inputs?',\n",
+ " 'Wine production',\n",
+ " 'Yams production',\n",
+ " 'Agricultural export subsidies',\n",
+ " 'Agricultural general services support',\n",
+ " 'Agricultural producer support',\n",
+ " 'Agriculture orientation index for government expenditures',\n",
+ " 'Total financial assistance and flows for agriculture, by recipient',\n",
+ " 'Absolute number of deaths from ambient particulate air pollution',\n",
+ " 'Air pollutant emissions',\n",
+ " 'Air pollution',\n",
+ " 'Air pollution deaths from fossil fuels',\n",
+ " 'Air pollution vs. GDP per capita',\n",
+ " 'Chronic respiratory diseases death rate',\n",
+ " 'Death rate attributed to ambient air pollution',\n",
+ " 'Death rate attributed to household air pollution',\n",
+ " 'Death rate attributed to household and ambient air pollution',\n",
+ " 'Death rate from air pollution',\n",
+ " 'Death rate from air pollution',\n",
+ " 'Death rate from air pollution',\n",
+ " 'Death rate from ambient particulate air pollution',\n",
+ " 'Death rate from outdoor air pollution in 1990 vs. 2019',\n",
+ " 'Death rate from outdoor air pollution vs. GDP per capita',\n",
+ " 'Death rate from ozone pollution',\n",
+ " 'Death rate from ozone pollution',\n",
+ " 'Death rate from particular matter air pollution vs. PM2.5 concentration',\n",
+ " 'Deaths from air pollution',\n",
+ " 'Deaths from air pollution, by age',\n",
+ " 'Deaths from household and outdoor air pollution',\n",
+ " 'Deaths from outdoor air pollution',\n",
+ " 'Deaths from outdoor particulate matter air pollution, by age',\n",
+ " 'Deaths from outdoor particulate matter air pollution, by region',\n",
+ " 'Deaths from ozone pollution',\n",
+ " 'Disease burden from particulate pollution',\n",
+ " 'Emissions of air pollutants',\n",
+ " 'Emissions of air pollutants',\n",
+ " 'Emissions of air pollutants',\n",
+ " 'Emissions of particulate matter',\n",
+ " 'Exposure to PM2.5 air pollution vs. GDP per capita',\n",
+ " 'Exposure to particulate matter air pollution',\n",
+ " 'Global sulphur dioxide (SO2) emissions by world region',\n",
+ " 'Number of deaths from air pollution',\n",
+ " 'Outdoor air pollution death rate',\n",
+ " 'Outdoor air pollution death rate by age',\n",
+ " 'Outdoor air pollution deaths in 1990 vs. 2019',\n",
+ " 'Ozone (Oโ) concentration',\n",
+ " 'Particulate matter exposure in 1990 vs. 2017',\n",
+ " 'Share of deaths attributed to air pollution',\n",
+ " 'Share of deaths attributed to outdoor air pollution',\n",
+ " 'Share of population exposed to air pollution above WHO targets',\n",
+ " 'Share of the population exposed to air pollution levels above WHO guidelines',\n",
+ " 'Share of the population without access to clean fuels for cooking',\n",
+ " 'Sources of air pollution in the UK',\n",
+ " 'emissions of air pollutants',\n",
+ " 'Active fur farms',\n",
+ " 'Animal lives lost per kilogram of product',\n",
+ " 'Animal lives lost per kilogram of product, including indirect deaths',\n",
+ " 'Egg production by system in the United Kingdom',\n",
+ " 'Global number of farmed finfishes used for food',\n",
+ " 'Kilograms of meat produced per animal',\n",
+ " 'Land animals slaughtered for meat',\n",
+ " 'Laying hens in cages and cage-free housing',\n",
+ " 'Levels of pain endured by the average hen in different production systems',\n",
+ " 'Number of farmed crustaceans killed for food',\n",
+ " 'Number of farmed fish killed for food',\n",
+ " 'Number of wild-caught fish killed for food',\n",
+ " 'Public attitudes to bans on factory farming and slaughterhouses in the United States',\n",
+ " 'Public attitudes to dietary choices and meat-eating in the United States',\n",
+ " 'Public attitudes to livestock treatment and animal pain in the United States',\n",
+ " 'Self-reported dietary choices by age, United Kingdom',\n",
+ " 'Share of egg production that is cage-free',\n",
+ " 'Share of eggs produced by different housing systems',\n",
+ " 'Time that fast and slower-growing chicken breeds spend in pain over their lifespan',\n",
+ " 'Vegans, vegetarians and meat-eaters: self-reported dietary choices, United Kingdom',\n",
+ " 'Which countries have banned bullfighting?',\n",
+ " 'Which countries have banned chick culling?',\n",
+ " 'Which countries have banned fur farming?',\n",
+ " 'Which countries have banned fur trading?',\n",
+ " 'Yearly number of animals slaughtered for meat',\n",
+ " 'Antibiotic use in livestock in Europe',\n",
+ " 'Antibiotic use in livestock vs. GDP per capita',\n",
+ " 'Antibiotic use in livestock vs. meat supply per capita',\n",
+ " 'Global antibiotic use in livestock under reduction scenarios',\n",
+ " 'Share of E. coli infections resistant to cephalosporins',\n",
+ " 'Share of S. aureus infections resistant to methicillin',\n",
+ " 'African elephant carcass ratio',\n",
+ " 'Annual fish catch relative to mean catch',\n",
+ " 'Annual fish catch relative to mean catch by region',\n",
+ " 'Aquaculture production',\n",
+ " 'Black rhino population',\n",
+ " 'Capture fishery production',\n",
+ " 'Change in bird populations in the EU',\n",
+ " 'Change in total mangrove area',\n",
+ " 'Changes in UK butterfly populations',\n",
+ " 'Chlorophyll-a deviation from the global average',\n",
+ " 'Countries have a budget for invasive alien species management',\n",
+ " 'Countries that are party to the Nagoya Protocol',\n",
+ " 'Countries that have legislative measures reported to the Access and Benefit-Sharing Clearing-House',\n",
+ " 'Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050',\n",
+ " 'Day of the year with peak cherry tree blossom in Kyoto, Japan',\n",
+ " 'Drivers of recovery in European bird populations',\n",
+ " 'Endemic amphibian species',\n",
+ " 'Endemic bird species',\n",
+ " 'Endemic freshwater crab species',\n",
+ " 'Endemic mammal species',\n",
+ " 'Endemic reef-forming coral species',\n",
+ " 'Endemic shark and ray species',\n",
+ " 'Fish and seafood production',\n",
+ " 'Fish catch in the United Kingdom',\n",
+ " 'Fish discards',\n",
+ " 'Fish stocks and fishing intensity by group',\n",
+ " 'Fish stocks and fishing intensity by region',\n",
+ " 'Fishing intensity',\n",
+ " 'Fishing intensity by region',\n",
+ " 'Five centuries of cod catches in Eastern Canada',\n",
+ " 'Global aquaculture production and wild fish used for animal feed',\n",
+ " 'Global biomass vs. abundance of taxa',\n",
+ " 'Global wildlife exports',\n",
+ " 'Health of fish stocks by fish group',\n",
+ " 'Health of fish stocks by region',\n",
+ " 'Indian rhino population',\n",
+ " 'Javan rhino population',\n",
+ " 'Living Planet Index',\n",
+ " 'Living Planet Index by region',\n",
+ " 'Local animal breeds with conserved genetic material',\n",
+ " 'Material footprint per capita',\n",
+ " 'Material footprint per unit of GDP',\n",
+ " 'Member countries of the International Treaty on Plant Genetic Resources for Food and Agriculture',\n",
+ " 'Mountain Green Cover Index',\n",
+ " 'National biodiversity strategy and action plan targets align with Aichi Biodiversity Target 9',\n",
+ " 'National progress towards Aichi Biodiversity Target 2',\n",
+ " 'Northern white rhino population',\n",
+ " 'Number of African elephants',\n",
+ " 'Number of Asian elephants',\n",
+ " 'Number of animal species losing habitat due to cropland expansion by 2050',\n",
+ " 'Number of coral bleaching events',\n",
+ " 'Number of coral bleaching events by stage of the ENSO cycle',\n",
+ " 'Number of described species',\n",
+ " 'Number of parties in multilateral environmental agreements',\n",
+ " 'Number of rhinos poached',\n",
+ " 'Number of seized rhino horns and pieces',\n",
+ " 'Number of severe coral bleaching events by stage of the ENSO cycle',\n",
+ " 'Number of species evaluated for their level of extinction risk',\n",
+ " 'Number of species that have gone extinct since 1500',\n",
+ " 'Number of species threatened with extinction',\n",
+ " 'Number of threatened endemic mammal species',\n",
+ " 'Number of unique plant genetic samples in conservation facilities',\n",
+ " 'Number of whales killed',\n",
+ " 'Number of whales killed globally per decade',\n",
+ " 'Projected changes in cropland',\n",
+ " 'Proportion of local livestock breeds at risk of extinction',\n",
+ " 'Protected area coverage of marine key biodiversity areas',\n",
+ " 'Protected area coverage of mountain key biodiversity areas',\n",
+ " 'Red List Index',\n",
+ " 'Seafood production: wild fish catch vs. aquaculture',\n",
+ " 'Seafood production: wild fish catch vs. aquaculture',\n",
+ " 'Share of Caribbean reefs with Acropora corals present or dominant',\n",
+ " 'Share of described species that have been evaluated for their extinction risk',\n",
+ " 'Share of fish stocks that are overexploited',\n",
+ " 'Share of forest area within protected areas',\n",
+ " 'Share of freshwater Key Biodiversity Areas that are protected',\n",
+ " 'Share of land area that is protected',\n",
+ " 'Share of land covered by forest',\n",
+ " 'Share of marine territorial waters that are protected',\n",
+ " 'Share of ocean area that is protected',\n",
+ " 'Share of species that are traded',\n",
+ " 'Share of species threatened with extinction',\n",
+ " 'Share of terrestrial Key Biodiversity Areas that are protected',\n",
+ " 'Share of traded species that are traded as pets',\n",
+ " 'Share of traded species that are traded as products',\n",
+ " 'Southern white rhino population',\n",
+ " 'Status of membership in the International Whaling Commission',\n",
+ " \"Status of the world's fish stocks\",\n",
+ " 'Sumatran rhino population',\n",
+ " 'The decline of global whale biomass',\n",
+ " 'The decline of global whale populations',\n",
+ " 'Threatened bird species',\n",
+ " 'Threatened endemic bird species',\n",
+ " 'Threatened endemic reef-forming coral species',\n",
+ " 'Threatened fish species',\n",
+ " 'Threatened mammal species',\n",
+ " 'Total amount donated for biodiversity conservation in developing countries',\n",
+ " 'Total donations received for biodiversity conservation',\n",
+ " 'Transboundary animal breeds with conserved genetic material',\n",
+ " 'Weight of seized rhino horns',\n",
+ " 'What is wild fish catch used for?',\n",
+ " 'Which countries are members of the International Whaling Commission?',\n",
+ " 'Wild fish catch by gear type',\n",
+ " 'Wild fish catch by gear type',\n",
+ " 'Wild fish catch from bottom trawling',\n",
+ " 'Share of cereals allocated to industrial uses',\n",
+ " 'Countries that have ratified the Biological Weapons Convention',\n",
+ " 'Countries that have ratified the Chemical Weapons Convention',\n",
+ " 'Current biological weapons activity',\n",
+ " 'Current chemical weapons activity',\n",
+ " 'Historical biological weapons activity',\n",
+ " 'Historical chemical weapons activity',\n",
+ " 'Number of countries by their current activity on biological weapons',\n",
+ " 'Number of countries by their current activity on chemical weapons',\n",
+ " 'Number of countries by their historical activity on biological weapons',\n",
+ " 'Number of countries by their historical activity on chemical weapons',\n",
+ " 'Adjusted net savings per capita',\n",
+ " 'Annual CO2 emissions',\n",
+ " 'Annual CO2 emissions by world region',\n",
+ " 'Annual CO2 emissions from cement',\n",
+ " 'Annual CO2 emissions from coal',\n",
+ " 'Annual CO2 emissions from deforestation by product',\n",
+ " 'Annual CO2 emissions from deforestation for food production',\n",
+ " 'Annual CO2 emissions from flaring',\n",
+ " 'Annual CO2 emissions from gas',\n",
+ " 'Annual CO2 emissions from land-use change',\n",
+ " 'Annual CO2 emissions from land-use change per capita',\n",
+ " 'Annual CO2 emissions from oil',\n",
+ " 'Annual CO2 emissions from other industry',\n",
+ " 'Annual CO2 emissions including land-use change',\n",
+ " 'Annual change in GDP and CO2 emissions',\n",
+ " 'Annual change in GDP, population and CO2 emissions',\n",
+ " 'Annual greenhouse gas emissions by world region',\n",
+ " 'Annual percentage change in CO2 emissions',\n",
+ " 'Are consumption-based CO2 per capita emissions above or below the global average?',\n",
+ " 'Are per capita CO2 emissions above or below the global average?',\n",
+ " 'Average temperature anomaly',\n",
+ " \"Aviation's share of global CO2 emissions\",\n",
+ " 'CO2 emissions by fuel or industry',\n",
+ " 'CO2 emissions by fuel or industry type',\n",
+ " 'CO2 emissions by sector',\n",
+ " 'CO2 emissions embedded in trade',\n",
+ " 'CO2 emissions from aviation',\n",
+ " 'CO2 emissions from domestic air travel',\n",
+ " 'CO2 emissions from fossil fuels and land-use change',\n",
+ " 'CO2 emissions from fossil fuels and land-use change',\n",
+ " 'CO2 emissions from international aviation',\n",
+ " 'CO2 emissions from transport',\n",
+ " 'CO2 emissions per capita',\n",
+ " 'CO2 emissions per capita vs. GDP per capita',\n",
+ " 'CO2 emissions per capita vs. fossil fuel consumption per capita',\n",
+ " 'CO2 emissions per capita vs. population growth',\n",
+ " 'CO2 emissions per capita vs. share of electricity generation from renewables',\n",
+ " 'CO2 reductions needed to keep global temperature rise below 1.5ยฐC',\n",
+ " 'CO2 reductions needed to keep global temperature rise below 2ยฐC',\n",
+ " 'Carbon dioxide emissions by income level',\n",
+ " 'Carbon dioxide emissions factors',\n",
+ " 'Carbon emission intensity vs. GDP per capita',\n",
+ " 'Carbon footprint of travel per kilometer',\n",
+ " 'Carbon intensity of energy production',\n",
+ " 'Carbon intensity vs. GDP per capita',\n",
+ " 'Carbon intensity: CO2 emissions per dollar of GDP',\n",
+ " 'Carbon opportunity costs per kilogram of food',\n",
+ " 'Change in CO2 emissions and GDP',\n",
+ " 'Change in per capita CO2 emissions and GDP',\n",
+ " 'Change in per capita CO2 emissions and GDP',\n",
+ " 'Consumption-based CO2 emissions',\n",
+ " 'Consumption-based CO2 emissions per capita vs. GDP per capita',\n",
+ " 'Consumption-based CO2 emissions per capita vs. Human Development Index',\n",
+ " 'Consumption-based carbon intensity',\n",
+ " 'Consumption-based vs. territorial CO2 emissions per capita',\n",
+ " 'Contribution to global mean surface temperature rise',\n",
+ " 'Contribution to global mean surface temperature rise by gas',\n",
+ " 'Contribution to global mean surface temperature rise from agriculture and land use',\n",
+ " 'Contribution to global mean surface temperature rise from fossil sources',\n",
+ " 'Contribution to value added vs. share of CO2 emissions in China',\n",
+ " 'Contribution to value added vs. share of CO2 emissions in Germany',\n",
+ " 'Contribution to value added vs. share of CO2 emissions in USA',\n",
+ " 'Countries using the System of Environmental-Economic Accounting',\n",
+ " 'Cumulative CO2 emissions',\n",
+ " 'Cumulative CO2 emissions by source',\n",
+ " 'Cumulative CO2 emissions by world region',\n",
+ " 'Cumulative CO2 emissions from cement',\n",
+ " 'Cumulative CO2 emissions from coal',\n",
+ " 'Cumulative CO2 emissions from flaring',\n",
+ " 'Cumulative CO2 emissions from gas',\n",
+ " 'Cumulative CO2 emissions from land-use change',\n",
+ " 'Cumulative CO2 emissions from oil',\n",
+ " 'Cumulative CO2 emissions from other industry',\n",
+ " 'Cumulative CO2 emissions including land-use change',\n",
+ " 'Emissions-weighted carbon price',\n",
+ " 'Emissions-weighted carbon price in emissions trading systems',\n",
+ " 'Energy use per capita vs. CO2 emissions per capita',\n",
+ " 'Export of environmentally sound technologies',\n",
+ " 'Food: emissions from production and the supply chain',\n",
+ " 'Food: greenhouse gas emissions across the supply chain',\n",
+ " 'Global emissions from food by life-cycle stage',\n",
+ " 'Global warming contributions by gas and source',\n",
+ " 'Global warming contributions from fossil fuels and land use',\n",
+ " 'Global warming potential of greenhouse gases relative to CO2',\n",
+ " 'Global warming: Contributions to the change in global mean surface temperature',\n",
+ " 'Greenhouse gas emissions',\n",
+ " 'Greenhouse gas emissions by gas',\n",
+ " 'Greenhouse gas emissions by sector',\n",
+ " 'Greenhouse gas emissions by sector',\n",
+ " 'Greenhouse gas emissions from food systems',\n",
+ " 'Greenhouse gas emissions from plastic by life-cycle stage',\n",
+ " 'Greenhouse gas emissions from plastics',\n",
+ " 'Greenhouse gas emissions per 100 grams of protein',\n",
+ " 'Greenhouse gas emissions per 1000 kilocalories',\n",
+ " 'Greenhouse gas emissions per kilogram of food product',\n",
+ " 'Greenhouse gas emissions per kilogram of seafood',\n",
+ " 'How have things changed?',\n",
+ " 'Hypothetical number of deaths from energy production',\n",
+ " 'Import of environmentally sound technologies',\n",
+ " 'Imported or exported CO2 emissions per capita',\n",
+ " 'Kaya identity: drivers of CO2 emissions',\n",
+ " 'Land-use change CO2 emissions: quality of estimates',\n",
+ " 'Level of implementation of sustainable procurement policies and plans',\n",
+ " 'Life expectancy at birth vs. CO2 emissions per capita',\n",
+ " 'Life satisfaction vs. CO2 emissions per capita',\n",
+ " 'Meat supply vs. GDP per capita',\n",
+ " 'Mechanisms in place to enhance policy coherence for sustainable development',\n",
+ " 'Methane concentration in the atmosphere',\n",
+ " 'Methane emissions',\n",
+ " 'Methane emissions by sector',\n",
+ " 'Methane emissions from agriculture',\n",
+ " 'Monthly CO2 emissions from commercial passenger flights',\n",
+ " 'Monthly CO2 emissions from domestic and international commercial passenger flights',\n",
+ " 'Nitrous oxide emissions',\n",
+ " 'Nitrous oxide emissions by sector',\n",
+ " 'Nitrous oxide emissions from agriculture',\n",
+ " 'Number of companies publishing sustainability reports that meet the minimum reporting requirements',\n",
+ " 'Per capita CO2 emissions from domestic commercial passenger flights',\n",
+ " 'Per capita CO2 emissions',\n",
+ " 'Per capita CO2 emissions by fuel type',\n",
+ " 'Per capita CO2 emissions by region',\n",
+ " 'Per capita CO2 emissions by sector',\n",
+ " 'Per capita CO2 emissions by source',\n",
+ " 'Per capita CO2 emissions from aviation',\n",
+ " 'Per capita CO2 emissions from cement',\n",
+ " 'Per capita CO2 emissions from coal',\n",
+ " 'Per capita CO2 emissions from commercial aviation, tourism-adjusted',\n",
+ " 'Per capita CO2 emissions from deforestation for food production',\n",
+ " 'Per capita CO2 emissions from domestic aviation',\n",
+ " 'Per capita CO2 emissions from domestic aviation vs. GDP per capita',\n",
+ " 'Per capita CO2 emissions from domestic aviation vs. land area',\n",
+ " 'Per capita CO2 emissions from flaring',\n",
+ " 'Per capita CO2 emissions from gas',\n",
+ " 'Per capita CO2 emissions from international aviation',\n",
+ " 'Per capita CO2 emissions from international commercial passenger flights, tourism-adjusted',\n",
+ " 'Per capita CO2 emissions from international passenger flights, tourism-adjusted',\n",
+ " 'Per capita CO2 emissions from oil',\n",
+ " 'Per capita CO2 emissions from transport',\n",
+ " 'Per capita CO2 emissions including land-use change',\n",
+ " 'Per capita CO2 emissions vs. per capita energy consumption',\n",
+ " 'Per capita GHG emissions vs. per capita CO2 emissions',\n",
+ " 'Per capita GHG emissions vs. per capita CO2 emissions',\n",
+ " 'Per capita consumption-based CO2 emissions',\n",
+ " 'Per capita greenhouse gas emissions',\n",
+ " 'Per capita greenhouse gas emissions by sector',\n",
+ " 'Per capita greenhouse gas emissions, excluding land use and forestry',\n",
+ " 'Per capita methane emissions',\n",
+ " 'Per capita methane emissions by sector',\n",
+ " 'Per capita nitrous oxide emissions',\n",
+ " 'Per capita nitrous oxide emissions by sector',\n",
+ " 'Per capita nitrous oxide emissions from agriculture',\n",
+ " 'Share of CO2 emissions covered by a carbon price',\n",
+ " 'Share of CO2 emissions embedded in trade',\n",
+ " 'Share of children who are stunted vs. CO2 emissions per capita',\n",
+ " 'Share of cumulative CO2 emissions from oil',\n",
+ " 'Share of global CO2 consumption-based emissions',\n",
+ " 'Share of global CO2 emissions',\n",
+ " 'Share of global CO2 emissions and population',\n",
+ " 'Share of global CO2 emissions from aviation',\n",
+ " 'Share of global CO2 emissions from cement',\n",
+ " 'Share of global CO2 emissions from coal',\n",
+ " 'Share of global CO2 emissions from domestic air travel',\n",
+ " 'Share of global CO2 emissions from flaring',\n",
+ " 'Share of global CO2 emissions from gas',\n",
+ " 'Share of global CO2 emissions from international aviation',\n",
+ " 'Share of global CO2 emissions from land-use change',\n",
+ " 'Share of global CO2 emissions from oil',\n",
+ " 'Share of global CO2 emissions including land-use change',\n",
+ " 'Share of global CO2 emissions vs. share of population',\n",
+ " 'Share of global annual CO2 emissions from other industry',\n",
+ " 'Share of global consumption-based CO2 emissions and population',\n",
+ " 'Share of global consumption-based CO2 emissions vs. share of population',\n",
+ " 'Share of global cumulative CO2 emissions',\n",
+ " 'Share of global cumulative CO2 emissions from cement',\n",
+ " 'Share of global cumulative CO2 emissions from coal',\n",
+ " 'Share of global cumulative CO2 emissions from flaring',\n",
+ " 'Share of global cumulative CO2 emissions from gas',\n",
+ " 'Share of global cumulative CO2 emissions from land-use change',\n",
+ " 'Share of global cumulative CO2 emissions from other industry',\n",
+ " 'Share of global cumulative CO2 emissions including land-use change',\n",
+ " 'Share of global greenhouse gas emissions',\n",
+ " 'Share of global greenhouse gas emissions from food',\n",
+ " 'Share of global methane emissions',\n",
+ " 'Share of global nitrous oxide emissions',\n",
+ " 'Share of national greenhouse gas emissions that come from food',\n",
+ " 'Share of required information submitted to international environmental agreements on hazardous waste and other chemicals',\n",
+ " 'Share that think people in their country should act to tackle climate change',\n",
+ " 'Status of net-zero carbon emissions targets',\n",
+ " 'Territorial and consumption-based CO2 emissions',\n",
+ " 'Territorial vs. consumption-based CO2 emissions per capita',\n",
+ " 'Total greenhouse gas emissions per capita',\n",
+ " 'Total greenhouse gas emissions, excluding land use and forestry',\n",
+ " \"Transport's share of global greenhouse gas emissions from food\",\n",
+ " 'Value added growth vs. CO2 emissions growth in China',\n",
+ " 'Value added growth vs. CO2 emissions growth in Germany',\n",
+ " 'Value added growth vs. CO2 emissions growth in the USA',\n",
+ " 'Which countries have a carbon emissions trading system?',\n",
+ " 'Which countries have a carbon tax?',\n",
+ " 'Which countries have set a net-zero emissions target?',\n",
+ " 'Year-on-year change in CO2 emissions',\n",
+ " 'Are children eligible for COVID-19 vaccination?',\n",
+ " 'Biweekly change in confirmed COVID-19 cases',\n",
+ " 'Biweekly change in confirmed COVID-19 deaths',\n",
+ " 'Biweekly confirmed COVID-19 cases',\n",
+ " 'Biweekly confirmed COVID-19 cases per million people',\n",
+ " 'Biweekly confirmed COVID-19 deaths',\n",
+ " 'Biweekly confirmed COVID-19 deaths per million people',\n",
+ " 'COVID-19 Containment and Health Index',\n",
+ " 'COVID-19 testing policies',\n",
+ " 'COVID-19 vaccination policy',\n",
+ " 'COVID-19 vaccinations vs. COVID-19 deaths',\n",
+ " 'COVID-19 vaccine boosters administered',\n",
+ " 'COVID-19 vaccine boosters administered per 100 people',\n",
+ " 'COVID-19 vaccine doses administered by manufacturer',\n",
+ " 'COVID-19 vaccine doses administered per 100 people, by income group',\n",
+ " 'COVID-19 vaccine doses donated to COVAX',\n",
+ " 'COVID-19 vaccine doses donated to COVAX, per capita',\n",
+ " 'COVID-19 vaccine doses donated to COVAX, per dose administered',\n",
+ " 'COVID-19 vaccine doses donated to COVAX, per million dollars of GDP',\n",
+ " 'COVID-19: Daily tests vs. daily new confirmed cases',\n",
+ " 'COVID-19: Daily tests vs. daily new confirmed cases per million',\n",
+ " \"COVID-19: Where are the world's unvaccinated people?\",\n",
+ " 'Cancellation of public events during COVID-19 pandemic',\n",
+ " 'Chile: COVID-19 weekly death rate by vaccination status',\n",
+ " 'Confirmed COVID-19 deaths per million vs. GDP per capita',\n",
+ " 'Cumulative confirmed COVID-19 cases and deaths',\n",
+ " 'Cumulative confirmed COVID-19 cases by world region',\n",
+ " 'Cumulative confirmed COVID-19 deaths by world region',\n",
+ " 'Cumulative confirmed COVID-19 deaths vs. cases',\n",
+ " 'Daily COVID-19 tests',\n",
+ " 'Daily COVID-19 tests per 1,000 people',\n",
+ " 'Daily COVID-19 vaccine doses administered',\n",
+ " 'Daily and total confirmed COVID-19 deaths',\n",
+ " 'Daily confirmed COVID-19 cases by world region',\n",
+ " 'Daily confirmed COVID-19 deaths by world region',\n",
+ " 'Daily new confirmed COVID-19 cases and deaths',\n",
+ " 'Daily new confirmed COVID-19 deaths in Sweden',\n",
+ " 'Daily new estimated COVID-19 infections from the ICL model',\n",
+ " 'Daily new estimated COVID-19 infections from the IHME model',\n",
+ " 'Daily new estimated COVID-19 infections from the LSHTM model',\n",
+ " 'Daily new estimated COVID-19 infections from the YYG model',\n",
+ " 'Daily new estimated infections of COVID-19',\n",
+ " 'Daily share of the population receiving a COVID-19 vaccine dose',\n",
+ " 'Daily vs. total confirmed COVID-19 cases per million people',\n",
+ " 'Debt or contract relief during the COVID-19 pandemic',\n",
+ " 'Economic decline in the second quarter of 2020',\n",
+ " 'Economic decline in the second quarter of 2020 vs. confirmed COVID-19 cases per million people',\n",
+ " 'Economic decline in the second quarter of 2020 vs. total confirmed COVID-19 deaths (as of August 2020)',\n",
+ " 'England: COVID-19 monthly death rate by vaccination status',\n",
+ " 'Estimated cumulative excess deaths during COVID',\n",
+ " 'Estimated cumulative excess deaths during COVID, from the WHO',\n",
+ " 'Estimated cumulative excess deaths during COVID-19',\n",
+ " 'Estimated cumulative excess deaths per 100,000 people during COVID, from The Economist',\n",
+ " 'Estimated cumulative excess deaths, from The Economist and the WHO',\n",
+ " 'Estimated daily excess deaths during COVID',\n",
+ " 'Estimated daily excess deaths during COVID',\n",
+ " 'Estimated daily excess deaths per 100,000 people during COVID, from The Economist',\n",
+ " 'Excess mortality: Cumulative deaths from all causes compared to projection based on previous years',\n",
+ " 'Excess mortality: Cumulative deaths from all causes compared to projection based on previous years',\n",
+ " 'Excess mortality: Cumulative deaths from all causes compared to projection based on previous years, per million people',\n",
+ " 'Excess mortality: Deaths from all causes compared to average over previous years',\n",
+ " 'Excess mortality: Deaths from all causes compared to average over previous years, by age',\n",
+ " 'Excess mortality: Deaths from all causes compared to projection',\n",
+ " 'Excess mortality: Deaths from all causes compared to projection based on previous years, by age',\n",
+ " 'Excess mortality: Raw number of deaths from all causes compared to projection based on previous years',\n",
+ " 'Excess mortality: Raw number of deaths from all causes compared to projection based on previous years',\n",
+ " 'Face covering policies during the COVID-19 pandemic',\n",
+ " 'Grocery and pharmacy stores: How did the number of visitors change relative to before the pandemic?',\n",
+ " 'How did the number of visitors change since the beginning of the pandemic?',\n",
+ " 'How do key COVID-19 metrics compare to the early 2021 peak in Israel?',\n",
+ " 'How do key COVID-19 metrics compare to the early 2021 peak in Spain?',\n",
+ " 'How do key COVID-19 metrics compare to the early 2021 peak?',\n",
+ " 'Income support during the COVID-19 pandemic',\n",
+ " 'International travel controls during the COVID-19 pandemic',\n",
+ " 'Number of COVID-19 patients in ICU per million',\n",
+ " 'Number of COVID-19 patients in hospital',\n",
+ " 'Number of COVID-19 patients in hospital per million',\n",
+ " 'Number of COVID-19 patients in intensive care (ICU)',\n",
+ " 'Number of people who completed the initial COVID-19 vaccination protocol',\n",
+ " 'Parks and outdoor spaces: How did the number of visitors change relative to before the pandemic?',\n",
+ " 'Public information campaigns on the COVID-19 pandemic',\n",
+ " 'Public transport closures during the COVID-19 pandemic',\n",
+ " 'Residential areas: How did the time spent at home change relative to before the pandemic?',\n",
+ " 'Restrictions on internal movement during the COVID-19 pandemic',\n",
+ " 'Restrictions on public gatherings in the COVID-19 pandemic',\n",
+ " 'Retail and recreation: How did the number of visitors change relative to before the pandemic?',\n",
+ " 'SARS-CoV-2 sequences by variant',\n",
+ " 'SARS-CoV-2 variants in analyzed sequences',\n",
+ " 'School closures during the COVID-19 pandemic',\n",
+ " 'Share of SARS-CoV-2 sequences that are the delta variant',\n",
+ " 'Share of SARS-CoV-2 sequences that are the omicron variant',\n",
+ " 'Share of global daily COVID-19 vaccine doses administered as boosters',\n",
+ " 'Share of people who completed the initial COVID-19 vaccination protocol',\n",
+ " 'Share of people who completed the initial COVID-19 vaccination protocol by age',\n",
+ " 'Share of people who received at least one dose of COVID-19 vaccine',\n",
+ " 'Share of people with a COVID-19 booster dose by age',\n",
+ " 'Share of people with at least one dose of COVID-19 vaccine by age',\n",
+ " 'Share of total COVID-19 tests that were positive',\n",
+ " 'Stay-at-home requirements during the COVID-19 pandemic',\n",
+ " 'Sweden: Daily new confirmed COVID-19 deaths, by date of death',\n",
+ " 'Switzerland: COVID-19 weekly death rate by vaccination status',\n",
+ " 'Tests and new confirmed COVID-19 cases per day',\n",
+ " 'Tests conducted per new confirmed case of COVID-19',\n",
+ " 'The share of COVID-19 tests that are positive',\n",
+ " 'Total COVID-19 tests',\n",
+ " 'Total COVID-19 tests conducted vs. confirmed cases',\n",
+ " 'Total COVID-19 tests conducted vs. confirmed cases per million',\n",
+ " 'Total COVID-19 tests per 1,000 people',\n",
+ " 'Total COVID-19 tests per 1,000 vs. GDP per capita',\n",
+ " 'Total COVID-19 tests per confirmed case',\n",
+ " 'Total COVID-19 vaccine doses administered',\n",
+ " 'Total COVID-19 vaccine doses administered per 100 people',\n",
+ " 'Total confirmed COVID-19 cases vs. deaths per million',\n",
+ " 'Total confirmed COVID-19 cases, by source',\n",
+ " 'Total confirmed COVID-19 deaths and cases per million people',\n",
+ " 'Total confirmed deaths due to COVID-19 vs. population',\n",
+ " 'Total confirmed deaths from COVID-19, by source',\n",
+ " 'Total number of people who received at least one dose of COVID-19 vaccine',\n",
+ " 'Transit stations: How did the number of visitors change relative to before the pandemic?',\n",
+ " 'UK: Cumulative confirmed COVID-19 deaths per 100,000',\n",
+ " 'UK: Daily new confirmed COVID-19 cases',\n",
+ " 'UK: Daily new confirmed COVID-19 cases per 100,000',\n",
+ " 'UK: Daily new confirmed COVID-19 deaths',\n",
+ " 'UK: Daily new hospital admissions for COVID-19',\n",
+ " 'UK: Number of COVID-19 patients in hospital',\n",
+ " 'UK: Share of COVID-19 tests that are positive',\n",
+ " 'US: Daily COVID-19 vaccine doses administered',\n",
+ " 'US: Daily COVID-19 vaccine doses administered per 100 people',\n",
+ " 'US: Number of people who completed the initial COVID-19 vaccination protocol',\n",
+ " 'US: Number of people who received at least one dose of COVID-19 vaccine',\n",
+ " 'US: Share of available COVID-19 vaccine doses that have been used',\n",
+ " 'US: Share of people who completed the initial COVID-19 vaccination protocol',\n",
+ " 'US: Share of people who received at least one dose of COVID-19 vaccine',\n",
+ " 'US: Total COVID-19 vaccine doses administered',\n",
+ " 'US: Total COVID-19 vaccine doses administered per 100 people',\n",
+ " 'US: Total COVID-19 vaccine doses distributed',\n",
+ " 'US: Total COVID-19 vaccine doses distributed per 100 people',\n",
+ " 'United States: COVID-19 weekly death rate by vaccination status',\n",
+ " 'Week by week change in confirmed COVID-19 cases',\n",
+ " 'Week by week change of confirmed COVID-19 deaths',\n",
+ " 'Weekly confirmed COVID-19 cases',\n",
+ " 'Weekly confirmed COVID-19 cases per million people',\n",
+ " 'Weekly confirmed COVID-19 deaths',\n",
+ " 'Weekly confirmed COVID-19 deaths per million people',\n",
+ " 'Weekly new ICU admissions for COVID-19',\n",
+ " 'Weekly new ICU admissions for COVID-19 per million',\n",
+ " 'Weekly new hospital admissions for COVID-19',\n",
+ " 'Weekly new hospital admissions for COVID-19 per million',\n",
+ " 'What is the youngest age group eligible for COVID-19 vaccination?',\n",
+ " 'Which countries do COVID-19 contact tracing?',\n",
+ " 'Willingness to get vaccinated against COVID-19',\n",
+ " 'Workplace closures during the COVID-19 pandemic',\n",
+ " 'Workplaces: How did the number of visitors change relative to before the pandemic?',\n",
+ " 'Bathing sites with excellent water quality',\n",
+ " 'Death rate from unsafe water sources',\n",
+ " 'Death rate from unsafe water vs. GDP per capita',\n",
+ " 'Drinking water service usage',\n",
+ " 'Drinking water services usage in rural areas',\n",
+ " 'Has country already reached SDG target on improved water access?',\n",
+ " 'Improved water sources vs. GDP per capita',\n",
+ " 'People not using an improved water source',\n",
+ " 'People not using safe drinking water facilities',\n",
+ " 'People using at least a basic drinking water source',\n",
+ " 'Rate of deaths attributed to unsafe water sources',\n",
+ " 'Share of deaths attributed to unsafe water sources',\n",
+ " 'Share of population using at least a basic drinking water source',\n",
+ " 'Share of the population not using an improved water source',\n",
+ " 'Share of the population using drinking water facilities',\n",
+ " 'Share of the rural population using at least basic water services',\n",
+ " 'Share of urban population using at least basic water services',\n",
+ " 'Share of urban vs. rural population using at least basic drinking water',\n",
+ " 'Share of urban vs. rural population using safely managed drinking water',\n",
+ " 'Share using safely managed drinking water',\n",
+ " 'Urban improved water usage vs. rural water usage',\n",
+ " 'Usage of improved water sources',\n",
+ " 'Average ammonium concentration in freshwater',\n",
+ " 'Average nitrate concentration in freshwater',\n",
+ " 'Average phosphorus concentration in freshwater',\n",
+ " 'Bathing sites with excellent water quality',\n",
+ " 'Death rate attributable to unsafe water, sanitation, and hygiene',\n",
+ " 'Death rate from no access to hand-washing facilities',\n",
+ " 'Death rate from unsafe sanitation',\n",
+ " 'Death rate from unsafe water sources',\n",
+ " 'Death rate from unsafe water vs. GDP per capita',\n",
+ " 'Deaths attributed to lack of access to handwashing facilities',\n",
+ " 'Deaths attributed to unsafe sanitation',\n",
+ " 'Deaths attributed to unsafe water sources',\n",
+ " 'Diarrheal disease episodes vs. safely managed sanitation',\n",
+ " 'Diarrheal diseases death rate in children vs. access to basic handwashing facilities',\n",
+ " 'Drinking water service usage',\n",
+ " 'Drinking water services usage in rural areas',\n",
+ " 'Drinking water services usage in urban areas',\n",
+ " 'Has country already reached SDG target for usage of improved sanitation facilities?',\n",
+ " 'Has country already reached SDG target on improved water access?',\n",
+ " 'Implementation of integrated water resource management',\n",
+ " 'Improved water sources vs. GDP per capita',\n",
+ " 'Number of people in rural areas without basic handwashing facilities',\n",
+ " 'Open defecation in rural areas vs. urban areas',\n",
+ " 'People in rural areas not using an improved water source',\n",
+ " 'People in rural areas not using improved sanitation facilities',\n",
+ " 'People not using an improved water source',\n",
+ " 'People not using improved sanitation facilities',\n",
+ " 'People not using safe drinking water facilities',\n",
+ " 'People not using to safely managed sanitation',\n",
+ " 'People using at least a basic drinking water source',\n",
+ " 'People without basic handwashing facilities',\n",
+ " 'Population with basic handwashing facilities, urban vs. rural',\n",
+ " 'Progress towards the ratification and accession of UNCLOS',\n",
+ " 'Rate of deaths attributed to no access to handwashing facilities',\n",
+ " 'Rate of deaths attributed to unsafe sanitation',\n",
+ " 'Rate of deaths attributed to unsafe water sources',\n",
+ " 'Sanitation facilities usage',\n",
+ " 'Sanitation facilities usage in rural areas',\n",
+ " 'Sanitation facilities usage in urban areas',\n",
+ " 'Share of deaths attributed to unsafe sanitation',\n",
+ " 'Share of deaths attributed to unsafe water sources',\n",
+ " 'Share of people practicing open defecation',\n",
+ " 'Share of population using at least a basic drinking water source',\n",
+ " 'Share of population with access to basic handwashing facilities',\n",
+ " 'Share of population with improved sanitation vs. GDP per capita',\n",
+ " 'Share of rural population with access to basic handwashing facilities',\n",
+ " 'Share of schools with access to basic drinking water',\n",
+ " 'Share of schools with access to basic handwashing facilities',\n",
+ " 'Share of the population not using an improved water source',\n",
+ " 'Share of the population not using improved sanitation',\n",
+ " 'Share of the population using at least basic sanitation services',\n",
+ " 'Share of the population using drinking water facilities',\n",
+ " 'Share of the population using safely managed sanitation facilities',\n",
+ " 'Share of the population using sanitation facilities',\n",
+ " 'Share of the population with access to basic services',\n",
+ " 'Share of the population with access to handwashing facilities',\n",
+ " 'Share of the rural population using at least basic sanitation services',\n",
+ " 'Share of the rural population using at least basic water services',\n",
+ " 'Share of transboundary water basins with arrangement for water cooperation',\n",
+ " 'Share of urban population using at least basic sanitation services',\n",
+ " 'Share of urban population using at least basic water services',\n",
+ " 'Share of urban vs. rural population using at least basic drinking water',\n",
+ " 'Share of urban vs. rural population using at least basic sanitation',\n",
+ " 'Share of urban vs. rural population using safely managed drinking water',\n",
+ " 'Share of urban vs. rural population using safely managed sanitation facilities',\n",
+ " 'Share of water bodies with good ambient water quality',\n",
+ " 'Share using safely managed drinking water',\n",
+ " 'Share using safely managed drinking water, rural vs. urban',\n",
+ " 'Total official financial flows for water supply and sanitation, by recipient',\n",
+ " 'Urban improved water usage vs. rural water usage',\n",
+ " 'Usage of at least basic sanitation facilities',\n",
+ " 'Usage of improved water sources',\n",
+ " 'Annual temperature anomalies',\n",
+ " 'Antarctic sea ice extent',\n",
+ " 'Arctic sea ice extent',\n",
+ " 'Average monthly surface temperature',\n",
+ " 'Average temperature anomaly',\n",
+ " 'Carbon dioxide concentrations in the atmosphere',\n",
+ " 'Concentration of nitrous oxide in the atmosphere',\n",
+ " 'Countries with national adaptation plans for climate change',\n",
+ " 'Decadal temperature anomalies',\n",
+ " 'Financial support provided through the Green Climate Fund',\n",
+ " 'Glaciers: change of mass of US glaciers',\n",
+ " 'Global atmospheric CO2 concentration',\n",
+ " 'Global atmospheric methane concentrations',\n",
+ " 'Global atmospheric nitrous oxide concentration',\n",
+ " 'Global monthly temperature anomaly',\n",
+ " 'Global warming contributions by gas and source',\n",
+ " 'Global warming contributions from fossil fuels and land use',\n",
+ " 'Global warming: Contributions to the change in global mean surface temperature',\n",
+ " 'Global warming: monthly sea surface temperature anomaly',\n",
+ " 'Global yearly surface temperature anomalies',\n",
+ " \"Heat content in the top 2,000 meters of the world's oceans\",\n",
+ " \"Heat content in the top 700 meters of the world's oceans\",\n",
+ " 'Ice sheet mass balance',\n",
+ " 'Methane concentration in the atmosphere',\n",
+ " 'Monthly average ocean heat content in the top 2,000 meters',\n",
+ " 'Monthly average ocean heat content in the top 700 meters',\n",
+ " 'Monthly average surface temperatures by decade',\n",
+ " 'Monthly average surface temperatures by year',\n",
+ " 'Monthly surface temperature anomalies by decade',\n",
+ " 'Monthly surface temperature anomalies by year',\n",
+ " 'Monthly temperature anomalies',\n",
+ " 'Nationally determined contributions to climate change',\n",
+ " 'Ocean acidification: mean seawater pH',\n",
+ " 'Opinions of young people on the threats of climate change',\n",
+ " \"People underestimate others' willingness to take climate action\",\n",
+ " 'Projected number of air conditioning units',\n",
+ " 'Sea level rise',\n",
+ " 'Sea surface temperature anomaly',\n",
+ " 'Seasonal temperature anomaly in the United States',\n",
+ " 'Share of households with air conditioning',\n",
+ " \"Share of people who believe in climate change and think it's a serious threat to humanity\",\n",
+ " 'Share of people who say their government should do more to tackle climate change',\n",
+ " 'Share of people who support policies to tackle climate change',\n",
+ " 'Share that think people in their country should act to tackle climate change',\n",
+ " 'Snow cover in North America',\n",
+ " 'Surface temperature anomaly',\n",
+ " 'Agricultural producer support',\n",
+ " 'Almond yields',\n",
+ " 'Area of land needed to meet global vegetable oil demand',\n",
+ " 'Area of land needed to produce one tonne of vegetable oil',\n",
+ " 'Banana yields',\n",
+ " 'Barley yields',\n",
+ " 'Bean yields',\n",
+ " 'Cashew nut yields',\n",
+ " 'Cassava yields',\n",
+ " 'Cereal yield vs. GDP per capita',\n",
+ " 'Cereal yield vs. extreme poverty rate',\n",
+ " 'Cereal yield vs. fertilizer use',\n",
+ " 'Cereal yields',\n",
+ " 'Change in cereal production, yield, land use and population',\n",
+ " 'Change in production, yield and land use of oil palm fruit',\n",
+ " 'Change of cereal yield and land used for cereal production',\n",
+ " 'Cocoa bean yields',\n",
+ " 'Coffee bean yields',\n",
+ " 'Corn yields',\n",
+ " 'Corn: Attainable crop yields',\n",
+ " 'Corn: Yield gap',\n",
+ " 'Cotton yields',\n",
+ " 'Crop yields',\n",
+ " 'Global land spared as a result of cereal yield improvements',\n",
+ " 'Groundnut yields',\n",
+ " 'How much cropland has the world spared due to increases in crop yields?',\n",
+ " 'Land use vs. yield change in cereal production',\n",
+ " 'Lettuce yields',\n",
+ " 'Long-run cereal yields in the United Kingdom',\n",
+ " 'Millet yields',\n",
+ " 'Oil palm fruit yields',\n",
+ " 'Oil yields by crop type',\n",
+ " 'Orange yields',\n",
+ " 'Pea yields',\n",
+ " 'Potato yields',\n",
+ " 'Rapeseed yields',\n",
+ " 'Rice yields',\n",
+ " 'Rye yields',\n",
+ " 'Sorghum yields',\n",
+ " 'Soybean yields',\n",
+ " 'Sugar beet yields',\n",
+ " 'Sugar cane yields',\n",
+ " 'Sunflower seed yields',\n",
+ " 'Tomato yields',\n",
+ " 'What has driven the growth in global agricultural production?',\n",
+ " 'Wheat yields',\n",
+ " 'Which countries have managed to decouple agricultural output from more inputs?',\n",
+ " 'Which countries overapplied nitrogen without gains in crop yields?',\n",
+ " 'Yields of important staple crops',\n",
+ " 'Animal protein consumption',\n",
+ " 'Average per capita fruit intake vs. minimum recommended guidelines',\n",
+ " 'Average per capita vegetable intake vs. minimum recommended guidelines',\n",
+ " 'Calorie supply by food group',\n",
+ " 'Cocoa bean consumption per person',\n",
+ " 'Consumption of animal products in the EAT-Lancet diet',\n",
+ " 'Daily caloric supply derived from carbohydrates, protein and fat',\n",
+ " 'Dietary composition by country',\n",
+ " 'Dietary compositions by commodity group',\n",
+ " 'Dietary land use vs. GDP per capita',\n",
+ " 'Fruit consumption by type',\n",
+ " 'Fruit consumption per capita',\n",
+ " 'Fruit consumption vs. GDP per capita',\n",
+ " 'How do actual diets compare to the EAT-Lancet diet?',\n",
+ " 'Self-reported dietary choices by age, United Kingdom',\n",
+ " 'Share of calories from animal protein vs. GDP per capita',\n",
+ " 'Share of dietary energy derived from protein vs. GDP per capita',\n",
+ " 'Share of dietary energy supply from carbohydrates vs. GDP per capita',\n",
+ " 'Share of dietary energy supply from fats vs. GDP per capita',\n",
+ " 'Share of energy from cereals, roots, and tubers vs. GDP per capita',\n",
+ " 'Share of global habitable land needed for agriculture if everyone had the diet of...',\n",
+ " 'Vegans, vegetarians and meat-eaters: self-reported dietary choices, United Kingdom',\n",
+ " 'Vegetable consumption per capita',\n",
+ " 'Electricity generation',\n",
+ " 'Electricity production by source',\n",
+ " 'Electricity production by source',\n",
+ " 'Electricity production from fossil fuels, nuclear and renewables',\n",
+ " 'Has a country already reached SDG target on electricity access?',\n",
+ " 'Number of people with and without electricity access',\n",
+ " 'Number of people without access to electricity',\n",
+ " 'Number of people without access to electricity',\n",
+ " 'Per capita electricity generation',\n",
+ " 'Per capita electricity generation by source',\n",
+ " 'Per capita electricity generation from fossil fuels, nuclear and renewables',\n",
+ " 'Share of electricity generated by low-carbon sources',\n",
+ " 'Share of electricity production by source',\n",
+ " 'Share of electricity production by source',\n",
+ " 'Share of electricity production from coal',\n",
+ " 'Share of electricity production from fossil fuels',\n",
+ " 'Share of electricity production from gas',\n",
+ " 'Share of electricity production from hydropower',\n",
+ " 'Share of electricity production from nuclear',\n",
+ " 'Share of electricity production from renewables',\n",
+ " 'Share of electricity production from solar',\n",
+ " 'Share of electricity production from wind',\n",
+ " 'Electricity as a share of primary energy',\n",
+ " 'Electricity production by source',\n",
+ " 'Has a country already reached SDG target on electricity access?',\n",
+ " 'Net electricity imports as a share of electricity demand',\n",
+ " 'Per capita electricity generation by source',\n",
+ " 'Share of electricity production by source',\n",
+ " 'Absolute annual change in primary energy consumption',\n",
+ " 'Access to clean fuels for cooking vs. per capita energy use',\n",
+ " 'Access to electricity vs. GDP per capita',\n",
+ " 'Annual change in coal energy consumption',\n",
+ " 'Annual change in fossil fuel consumption',\n",
+ " 'Annual change in gas consumption',\n",
+ " 'Annual change in hydropower generation',\n",
+ " 'Annual change in low-carbon energy generation',\n",
+ " 'Annual change in nuclear energy generation',\n",
+ " 'Annual change in oil consumption',\n",
+ " 'Annual change in primary energy consumption',\n",
+ " 'Annual change in renewable energy generation',\n",
+ " 'Annual change in solar and wind energy generation',\n",
+ " 'Annual change in solar energy generation',\n",
+ " 'Annual change in wind energy generation',\n",
+ " 'Annual patents filed for carbon capture and storage technologies',\n",
+ " 'Annual patents filed for electric vehicle technologies',\n",
+ " 'Annual patents filed for energy storage technologies',\n",
+ " 'Annual patents filed for renewable energy technologies',\n",
+ " 'Annual patents filed in sustainable energy',\n",
+ " 'Annual percentage change in coal energy consumption',\n",
+ " 'Annual percentage change in fossil fuel consumption',\n",
+ " 'Annual percentage change in gas consumption',\n",
+ " 'Annual percentage change in hydropower generation',\n",
+ " 'Annual percentage change in low-carbon energy generation',\n",
+ " 'Annual percentage change in nuclear energy generation',\n",
+ " 'Annual percentage change in oil consumption',\n",
+ " 'Annual percentage change in renewable energy generation',\n",
+ " 'Annual percentage change in solar and wind energy generation',\n",
+ " 'Annual percentage change in solar energy generation',\n",
+ " 'Annual percentage change in wind energy generation',\n",
+ " 'CO2 emissions per capita vs. fossil fuel consumption per capita',\n",
+ " 'CO2 emissions per capita vs. share of electricity generation from renewables',\n",
+ " 'Carbon intensity of electricity generation',\n",
+ " 'Changes in energy use vs. changes in GDP',\n",
+ " 'Changes in energy use vs. changes in GDP per capita',\n",
+ " 'Coal by end user in the United Kingdom',\n",
+ " 'Coal energy consumption per capita vs. GDP per capita',\n",
+ " 'Coal output from opencast and deepmines in the United Kingdom',\n",
+ " 'Coal output per worker in the United Kingdom',\n",
+ " 'Coal prices',\n",
+ " 'Coal production',\n",
+ " 'Coal production',\n",
+ " 'Coal production and imports in the United Kingdom',\n",
+ " 'Coal production per capita',\n",
+ " 'Coal production per capita over the long-term',\n",
+ " 'Cobalt production',\n",
+ " 'Consumption-based energy intensity per dollar',\n",
+ " 'Consumption-based energy use per person',\n",
+ " 'Crude oil prices',\n",
+ " 'Crude oil spot prices',\n",
+ " 'Death rate from indoor air pollution vs. per capita energy use',\n",
+ " 'Death rates per unit of electricity production',\n",
+ " 'Direct primary energy consumption from fossil fuels, nuclear, and renewables',\n",
+ " 'Electric car stocks',\n",
+ " 'Electricity as a share of primary energy',\n",
+ " 'Electricity demand',\n",
+ " 'Electricity generation',\n",
+ " 'Electricity generation from coal',\n",
+ " 'Electricity generation from fossil fuels',\n",
+ " 'Electricity generation from fossil fuels, nuclear and renewables',\n",
+ " 'Electricity generation from gas',\n",
+ " 'Electricity generation from low-carbon sources',\n",
+ " 'Electricity generation from oil',\n",
+ " 'Electricity generation from renewables',\n",
+ " 'Electricity generation from solar and wind compared to coal',\n",
+ " 'Electricity production by source',\n",
+ " 'Electricity production by source',\n",
+ " 'Electricity production by source',\n",
+ " 'Electricity production from fossil fuels, nuclear and renewables',\n",
+ " 'Electricity production in the United Kingdom',\n",
+ " 'Employment in the coal industry in the United Kingdom',\n",
+ " 'Energy consumption by source',\n",
+ " 'Energy embedded in traded goods as a share of domestic energy',\n",
+ " 'Energy imports and exports',\n",
+ " 'Energy intensity',\n",
+ " 'Energy intensity',\n",
+ " 'Energy intensity by sector',\n",
+ " 'Energy intensity vs. GDP per capita',\n",
+ " 'Energy use per capita vs. CO2 emissions per capita',\n",
+ " 'Energy use per person',\n",
+ " 'Energy use per person vs. GDP per capita',\n",
+ " 'Fossil fuel consumption',\n",
+ " 'Fossil fuel consumption',\n",
+ " 'Fossil fuel consumption per capita',\n",
+ " 'Fossil fuel consumption per capita by source',\n",
+ " 'Fossil fuel consumption per capita by source',\n",
+ " 'Fossil fuel price index',\n",
+ " 'Fossil fuel production over the long-term',\n",
+ " 'Fossil fuel production per capita',\n",
+ " 'GDP per capita vs. energy use',\n",
+ " 'Gas consumption',\n",
+ " 'Gas consumption by region',\n",
+ " 'Gas production',\n",
+ " 'Gas production per capita',\n",
+ " 'Gas reserves',\n",
+ " 'Global aviation demand, energy efficiency and CO2 emissions',\n",
+ " 'Global direct primary energy consumption',\n",
+ " 'Global fossil fuel consumption',\n",
+ " 'Global hydropower consumption',\n",
+ " 'Global installed renewable energy capacity by technology',\n",
+ " 'Global primary energy consumption by source',\n",
+ " 'Global primary energy consumption by source',\n",
+ " 'Graphite production',\n",
+ " 'Has a country already reached SDG target on electricity access?',\n",
+ " ...]}"
+ ]
+ },
+ "execution_count": 41,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vectorstore_graphs.get()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[(Document(metadata={'category': 'Water Use & Stress', 'doc_id': 'owid_2184', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Water quality is assessed by means of core physical and chemical parameters that reflect natural water quality. A water body is classified as \"good\" quality if at least 80% of monitoring values meet target quality levels.', 'url': 'https://ourworldindata.org/grapher/water-bodies-good-water-quality'}, page_content='Share of water bodies with good ambient water quality'),\n",
+ " 0.46955257728383504),\n",
+ " (Document(metadata={'category': 'Clean Water & Sanitation', 'doc_id': 'owid_742', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Water quality is assessed by means of core physical and chemical parameters that reflect natural water quality. A water body is classified as \"good\" quality if at least 80% of monitoring values meet target quality levels.', 'url': 'https://ourworldindata.org/grapher/water-bodies-good-water-quality'}, page_content='Share of water bodies with good ambient water quality'),\n",
+ " 0.46955245084328956),\n",
+ " (Document(metadata={'category': 'Water Pollution', 'doc_id': 'owid_2151', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Water quality is assessed by means of core physical and chemical parameters that reflect natural water quality. A water body is classified as \"good\" quality if at least 80% of monitoring values meet target quality levels.', 'url': 'https://ourworldindata.org/grapher/water-bodies-good-water-quality'}, page_content='Share of water bodies with good ambient water quality'),\n",
+ " 0.46955245084328956),\n",
+ " (Document(metadata={'category': 'Clean Water', 'doc_id': 'owid_667', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'A basic drinking water service is water from an improved water source that can be collected within a 30-minute round trip, including queuing.', 'url': 'https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water'}, page_content='Share of population using at least a basic drinking water source'),\n",
+ " 0.43011969078910306)]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vectorstore_graphs.similarity_search_with_relevance_scores(\"What is the trend of clean water?\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 3. Retriever for recommended graphs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 3.1 Custom retriever"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from langchain_core.retrievers import BaseRetriever\n",
+ "from langchain_core.documents.base import Document\n",
+ "from langchain_core.vectorstores import VectorStore\n",
+ "from langchain_core.callbacks.manager import CallbackManagerForRetrieverRun\n",
+ "\n",
+ "from typing import List\n",
+ "\n",
+ "class GraphRetriever(BaseRetriever):\n",
+ " vectorstore:VectorStore\n",
+ " sources:list = [\"IEA\", \"OWID\"] # plus tard ajouter OurWorldInData # faudra integrate avec l'autre retriever\n",
+ " threshold:float = 0.5\n",
+ " k_total:int = 10\n",
+ "\n",
+ " def _get_relevant_documents(\n",
+ " self, query: str, *, run_manager: CallbackManagerForRetrieverRun\n",
+ " ) -> List[Document]:\n",
+ "\n",
+ " # Check if all elements in the list are IEA or OWID\n",
+ " assert isinstance(self.sources,list)\n",
+ " assert any([x in [\"IEA\", \"OWID\"] for x in self.sources])\n",
+ "\n",
+ " # Prepare base search kwargs\n",
+ " filters = {}\n",
+ "\n",
+ " filters[\"source\"] = {\"$in\": self.sources}\n",
+ "\n",
+ " docs = self.vectorstore.similarity_search_with_score(query=query, filter=filters, k=self.k_total)\n",
+ " \n",
+ " # Filter if scores are below threshold\n",
+ " docs = [x for x in docs if x[1] > self.threshold]\n",
+ "\n",
+ " # Add score to metadata\n",
+ " results = []\n",
+ " for i,(doc,score) in enumerate(docs):\n",
+ " doc.metadata[\"similarity_score\"] = score\n",
+ " doc.metadata[\"content\"] = doc.page_content\n",
+ " results.append(doc)\n",
+ "\n",
+ " return results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "retriever = GraphRetriever(vectorstore=vectorstore_graphs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Document(metadata={'category': 'Energy', 'doc_id': 'owid_969', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/energy-imports-and-exports-energy-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Energy trade, measured as the percentage of energy use. Positive values indicate a country or region is a net importer of energy. Negative numbers indicate a country or region is a net exporter.', 'url': 'https://ourworldindata.org/grapher/energy-imports-and-exports-energy-use', 'similarity_score': 0.7722029089927673, 'content': 'Energy imports and exports'}, page_content='Energy imports and exports'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_400', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/import-of-environmentally-sound-technologies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Environmentally sound technologies (ESTs) are technologies that have the potential for significantly improved environmental performance relative to other technologies. This indicator shows the value of imported ESTs in current US-$.', 'url': 'https://ourworldindata.org/grapher/import-of-environmentally-sound-technologies', 'similarity_score': 0.782991886138916, 'content': 'Import of environmentally sound technologies'}, page_content='Import of environmentally sound technologies'),\n",
+ " Document(metadata={'category': 'Energy', 'doc_id': 'owid_1013', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/long-term-energy-transitions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Share of primary energy by source over the long-term, measured as the percentage of total energy consumption. Primary electricity includes: hydropower, nuclear power, wind, photo\\xadvoltaics, tidal, wave and solar thermal and geothermal (only figures for electricity production are included).', 'url': 'https://ourworldindata.org/grapher/long-term-energy-transitions', 'similarity_score': 0.8692131638526917, 'content': 'Long-term energy transitions'}, page_content='Long-term energy transitions'),\n",
+ " Document(metadata={'category': 'Forests & Deforestation', 'doc_id': 'owid_1376', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/imported-deforestation?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Imported deforestation is the amount of deforestation in other countries that is driven by the production of food and forestry products that are imported. This is measured in hectares.', 'url': 'https://ourworldindata.org/grapher/imported-deforestation', 'similarity_score': 0.8846064805984497, 'content': 'Imported deforestation'}, page_content='Imported deforestation'),\n",
+ " Document(metadata={'category': 'Energy', 'doc_id': 'owid_1019', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/net-electricity-imports?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Net electricity imports are calculated as electricity imports minus exports. Countries with positive values are net importers of electricity; negative values are net exporters. Measured in terawatt-hours.', 'url': 'https://ourworldindata.org/grapher/net-electricity-imports', 'similarity_score': 0.8954001069068909, 'content': 'Net electricity imports'}, page_content='Net electricity imports'),\n",
+ " Document(metadata={'category': 'Energy', 'doc_id': 'owid_983', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Total fossil fuel production - differentiated by coal, oil and natural gas - by country over the long-run, measured in terawatt-hour (TWh) equivalents per year.', 'url': 'https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term', 'similarity_score': 0.9086273312568665, 'content': 'Fossil fuel production over the long-term'}, page_content='Fossil fuel production over the long-term'),\n",
+ " Document(metadata={'category': 'Fossil Fuels', 'doc_id': 'owid_1443', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Total fossil fuel production - differentiated by coal, oil and natural gas - by country over the long-run, measured in terawatt-hour (TWh) equivalents per year.', 'url': 'https://ourworldindata.org/grapher/fossil-fuel-production-over-the-long-term', 'similarity_score': 0.9086273312568665, 'content': 'Fossil fuel production over the long-term'}, page_content='Fossil fuel production over the long-term'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_379', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/export-of-environmentally-sound-technologies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Environmentally sound technologies (ESTs) are technologies that have the potential for significantly improved environmental performance relative to other technologies. This indicator shows the value of exported ESTs in current US-$.', 'url': 'https://ourworldindata.org/grapher/export-of-environmentally-sound-technologies', 'similarity_score': 0.9094725847244263, 'content': 'Export of environmentally sound technologies'}, page_content='Export of environmentally sound technologies'),\n",
+ " Document(metadata={'category': 'Electricity Mix', 'doc_id': 'owid_892', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-imports-share-demand?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"Net electricity imports are calculated as electricity imports minus exports. This is given as a share of a country's electricity demand. Countries with positive values are net importers of electricity; negative values are net exporters.\", 'url': 'https://ourworldindata.org/grapher/electricity-imports-share-demand', 'similarity_score': 0.9217990636825562, 'content': 'Net electricity imports as a share of electricity demand'}, page_content='Net electricity imports as a share of electricity demand'),\n",
+ " Document(metadata={'category': 'Energy', 'doc_id': 'owid_1020', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/electricity-imports-share-demand?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"Net electricity imports are calculated as electricity imports minus exports. This is given as a share of a country's electricity demand. Countries with positive values are net importers of electricity; negative values are net exporters.\", 'url': 'https://ourworldindata.org/grapher/electricity-imports-share-demand', 'similarity_score': 0.9217990636825562, 'content': 'Net electricity imports as a share of electricity demand'}, page_content='Net electricity imports as a share of electricity demand')]"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=293793a6-6cdd-4e70-ba2d-c1211936330a,id=293793a6-6cdd-4e70-ba2d-c1211936330a\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=83bce3ac-3941-4868-b904-954796b2c87b,id=83bce3ac-3941-4868-b904-954796b2c87b; trace=83bce3ac-3941-4868-b904-954796b2c87b,id=a1e66cdf-541e-45be-a04e-0273eb464bd0; trace=83bce3ac-3941-4868-b904-954796b2c87b,id=aae4ff52-19c8-4d68-8cf3-aa5ef96d90a9\n",
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+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
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+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=5c8a1a4d-cf91-47a4-a1d1-29def2a546f8; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=80fcf03e-55a9-4910-bf68-773e94166b87; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c55b0d31-4534-4e79-a7dd-9e41e8b60d6f; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=ab9e5151-57c0-47b7-9227-1af10c6edd4d; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=36341116-242a-4979-a0a6-3c6e264213d2; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=19e3b604-d805-4e71-9bb5-040d2fd6ab17; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=720a713f-2ea5-4912-81ac-727205915326; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=cdd69060-8047-44d3-9340-a9523d4a9fd7; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=7cb77350-949b-4800-88fe-cdb91e181a6f; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e6af6666-4615-453b-9b06-f48e85f7ec0b; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=dcb0920c-68a9-4663-8f0f-b8d9bb91d9e8; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e69b8a0c-353f-4cca-a888-bc92c1ab80e8; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=9641fded-8e17-440c-9be4-651bcf1e62f8\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=32397e1b-f5d9-4dbf-9e7a-ec51f6452023; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=2e0caf84-9662-4fea-a510-6b8d143dabdf; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=4c472c44-ac2c-4aa0-8931-22be0135d530; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e332817e-ae69-4b92-9e50-05f9f77a410c; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=cdd69060-8047-44d3-9340-a9523d4a9fd7; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e6af6666-4615-453b-9b06-f48e85f7ec0b\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=4904b6c4-b677-4af4-8a6b-bf088dc8a6f9; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c117d6db-6a45-4109-9579-5e609395bcae; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=d6c37d55-5e1d-47d1-bfd2-f56f58da3c83; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e5d01647-1098-4ba5-b0be-5b7b6b086e1b; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e332817e-ae69-4b92-9e50-05f9f77a410c; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=2e0caf84-9662-4fea-a510-6b8d143dabdf\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c3110852-8632-4f8d-a4a8-7c798b1cb1d9; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=b9823098-61d1-4aed-9f49-76e82571869c; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c615dedd-9e6f-4250-96ea-c25184cd6a2c; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=0f9e226a-e351-4be0-b769-65ecf20b5de7; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c117d6db-6a45-4109-9579-5e609395bcae; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e5d01647-1098-4ba5-b0be-5b7b6b086e1b; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=720a713f-2ea5-4912-81ac-727205915326\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=95c8f0b6-91ab-426f-b492-07d310b8fd2d; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=0f9e226a-e351-4be0-b769-65ecf20b5de7\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=d39d0b70-ca46-4048-93f9-d60e7c66f60e; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=d4b8077e-99b9-496f-8ef3-a8adaf980fb4; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=3e7aa953-cc67-42f5-a46a-664d4aa61fe1; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c55fad93-769c-4f5a-b716-80362f6bee24; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=31b02c82-76df-43c2-a276-c5bd8d1af58e; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=95c8f0b6-91ab-426f-b492-07d310b8fd2d; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=c615dedd-9e6f-4250-96ea-c25184cd6a2c\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=31b02c82-76df-43c2-a276-c5bd8d1af58e\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=af577682-c2ca-4730-aef8-815cd25be223; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=bed906a2-4e90-4737-ba3e-d073676f75ed; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=2932ab68-a73e-4471-a103-7ea64eb92015; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=be7246d2-b55c-4f1e-8805-c6caef632e9a; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=3791cee0-aba4-4f92-89b5-875af21e9dee; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=3e7aa953-cc67-42f5-a46a-664d4aa61fe1; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=d4b8077e-99b9-496f-8ef3-a8adaf980fb4\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=3791cee0-aba4-4f92-89b5-875af21e9dee\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=56ed1b23-c02d-45a9-89db-82ca85fc523f; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=badb4be6-7362-415c-8784-232b7a1710e7; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=62472c2f-e0f1-4cb9-910c-2263beedc8e0; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=b0830d8e-fdc7-470a-87d7-f70485289152; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=b6f642f0-0cfb-450c-9d96-8a0079d220cf; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=e3234978-eaf6-4046-970f-95e412aa889a; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=8aefd625-7233-4022-9f4b-58d8fabb9c43; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=fac8c029-5fb2-4dc8-9fb3-60f4ad9f3e85; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=dd5cc1ab-6ab5-4665-9d5c-37f957ba37eb; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=5ce47723-33ce-4237-91a1-55b885aef68c; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=a9e6125b-d5f6-4743-85b5-3eb2f087578d; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=1575bbfe-f738-4a87-8df8-c57e55435560; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=2932ab68-a73e-4471-a103-7ea64eb92015; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=bed906a2-4e90-4737-ba3e-d073676f75ed\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=e8a28082-0011-4e85-a399-9bf6bebd6014; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=6b1a1120-0347-43b1-a0c3-16b53d9da843; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=c0f9923f-791b-4e31-875c-d70a3a7d918e; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=a5aae843-34b2-4f65-ba54-89f09509c737; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=84371741-fb6e-4dfe-9282-c969e3a5d190; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=829425fd-6030-4f2e-aef2-931a9f735554\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=47b58050-adb9-48b0-9c6e-b8a2e22e6123; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=fd05368e-94c9-492f-bc06-90bc13f848d6; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=41e95d82-9788-42e5-a38e-28c929f83208; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=c3480230-c4eb-4fd1-8208-325b22389052; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=0fc6ec9c-5086-4bac-a18d-d6a14eb38a35; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=63e8e2da-c4d9-45c0-b0d0-764915c357eb; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3c3aa0f0-3966-4ba9-b905-1a2365930fba; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=925489ee-37e4-400c-9c29-59cdc99196cc; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=236b7b18-6994-4748-8f19-a4aed1a5f1db; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3dda8146-05e3-4623-aa8c-da935e9dbd3f; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=a5aae843-34b2-4f65-ba54-89f09509c737; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=829425fd-6030-4f2e-aef2-931a9f735554; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=c0f9923f-791b-4e31-875c-d70a3a7d918e\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=892fb4d1-ced5-44d8-a3d6-84a347106ba1; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=09f22061-975e-4395-b8d2-36b3f76ce842; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=da12a1f6-e22f-422f-9f5a-3d3a4b3db8cd; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=42f39dec-a502-4d50-996e-66e9be87fed4; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3dda8146-05e3-4623-aa8c-da935e9dbd3f; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=925489ee-37e4-400c-9c29-59cdc99196cc\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=d0f49dfa-20b7-494c-85c3-74bcebce6c2f; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=6fe4ff60-6861-462a-a11f-d760fa62ab83; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=c033925c-9d09-4bb1-90da-151d16102e85; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=79b16023-c50e-41d0-8fea-e14dcf5cfafa; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=09f22061-975e-4395-b8d2-36b3f76ce842; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=42f39dec-a502-4d50-996e-66e9be87fed4\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=8de99aa7-abfd-4a9f-a784-966679d1f39b; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=790c1454-5451-4476-bab1-9c77fde6a81f; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=065bb675-0ef2-431f-9d33-84cd1bb4935d; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=7933b5ab-f8c9-42b9-8479-f78eceb43224; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=6fe4ff60-6861-462a-a11f-d760fa62ab83; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=79b16023-c50e-41d0-8fea-e14dcf5cfafa; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3c3aa0f0-3966-4ba9-b905-1a2365930fba\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=6482b408-5756-4fe7-baec-a256190f9af7; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=7933b5ab-f8c9-42b9-8479-f78eceb43224\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=eb52c44f-1691-4146-8e69-9711de958cea; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=53b06b0d-dcf7-475b-b6e5-d1930c3cfc52; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=546e246a-66e2-43a5-8181-2678acb61d54; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=248d2e53-c72c-40f0-949c-c5213bb9c3d7; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=8daab8cf-42aa-43e6-8bde-62c60162ccc4; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=065bb675-0ef2-431f-9d33-84cd1bb4935d; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=6482b408-5756-4fe7-baec-a256190f9af7\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=308241ef-550e-4f19-bb73-c2a9e6e36371; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=f2c7aa53-940b-48da-aa63-66944e6a6546; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=c2c6c9d7-5209-41b8-8ed7-c488acaa7d2d; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=b9dd967c-f23e-4f28-82c6-e9b280c656db; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=16957e58-4828-4760-8617-0a1918144467; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8803740c-a15c-4106-a44c-2aace2b47b13\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=8daab8cf-42aa-43e6-8bde-62c60162ccc4\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=896492a1-99bf-4c4a-a65f-25ce2c28b97e; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=2e836817-4ee7-41f2-9bc4-74735d817872; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=bb2ea30d-0240-47ef-a6d8-2598bd4c5709; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=204239d8-f4ea-4190-ad97-1d907465d888; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=1e38b790-68ce-4424-82f2-26255f21c92b; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=cbb331c8-2396-4c46-a849-6c338226f518; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=7a4fcbcf-646e-4e7b-b3f6-ea0ab21ee0ab; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=7eb5634e-3ea6-4c92-8490-1b4879122c08; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8682e1c6-9af5-40da-a206-4653ccb8d239; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8de88615-e0b9-423b-9b4f-1bda7afacfa2; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=769adfd8-cb22-469e-aa4a-7d4e81bc08a9; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=935cab7e-464e-428c-a134-f262c1805fcd; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=546e246a-66e2-43a5-8181-2678acb61d54; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=53b06b0d-dcf7-475b-b6e5-d1930c3cfc52; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=b9dd967c-f23e-4f28-82c6-e9b280c656db; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8803740c-a15c-4106-a44c-2aace2b47b13; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=c2c6c9d7-5209-41b8-8ed7-c488acaa7d2d\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=1e38b790-68ce-4424-82f2-26255f21c92b\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=b34909a7-a575-44cf-89dd-d8fee68f0d8a; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=95e97bc6-9076-4107-aff4-06ca1255e6a3; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=bd1e986a-b723-4ed6-bd49-aeacc994fd85; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3a935932-9bfe-432a-a96c-07aa27272bf9; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=b5e2a72f-4b67-4e33-a6ba-359320db9473; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=2031547a-490f-4751-829a-ef98a23bb023; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=f0c219e2-e5a4-4beb-84f5-85c393914831; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=b36b252f-1f19-4ccd-aa8d-5cd4a98a5112; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=b73c426d-e259-4249-9058-83de3aa73580; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=9e992bbe-63f5-4a35-afd1-e7e5f30ed0fe; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=d095fff9-919e-47c6-a095-15da390156f6; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=0194d7e5-403d-40ac-86ee-b61538d5dcc2; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=bb2ea30d-0240-47ef-a6d8-2598bd4c5709; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=2e836817-4ee7-41f2-9bc4-74735d817872\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=c9750ca1-6135-44c6-b335-eff6ba8cfafa; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=3a5a5526-a619-4505-a578-3ee291080783; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=2836a100-e2e6-40cf-881a-691c470c6092; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=b9ebb6ca-9591-413b-92b2-191f4b0e8cd2; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=58b24ce1-7ff6-40ca-ba6e-cf864fa04a9c; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=10017df8-ecf8-4bda-8c5f-e9a9701a5514; patch: trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=935cab7e-464e-428c-a134-f262c1805fcd; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8de88615-e0b9-423b-9b4f-1bda7afacfa2; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=8682e1c6-9af5-40da-a206-4653ccb8d239\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=74ce6e89-f717-4846-b7a3-a9e32186d041; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=996f55c7-6763-4e92-b5a9-6758d57218e4; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=a4611617-53da-4a93-a1fc-16c76e3ac7d5; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=c8b9d3a0-5e87-4991-810a-59f9d447ffab; patch: trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=b9ebb6ca-9591-413b-92b2-191f4b0e8cd2; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=10017df8-ecf8-4bda-8c5f-e9a9701a5514; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=2836a100-e2e6-40cf-881a-691c470c6092; trace=308241ef-550e-4f19-bb73-c2a9e6e36371,id=308241ef-550e-4f19-bb73-c2a9e6e36371\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=4bfe17a4-c2d7-4b7f-9f81-814ea2e94fa7; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=4eed6d6e-6b18-4605-aa73-0512b6d13408; patch: trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=0194d7e5-403d-40ac-86ee-b61538d5dcc2; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=b5e2a72f-4b67-4e33-a6ba-359320db9473; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=3a935932-9bfe-432a-a96c-07aa27272bf9; trace=e8a28082-0011-4e85-a399-9bf6bebd6014,id=e8a28082-0011-4e85-a399-9bf6bebd6014\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=46398dce-c38f-4b57-9ab8-b70b30ec0711; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=d2212d1f-3b2a-4733-af7b-6194bae1f8a5; patch: trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=1575bbfe-f738-4a87-8df8-c57e55435560; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=b6f642f0-0cfb-450c-9d96-8a0079d220cf; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=b0830d8e-fdc7-470a-87d7-f70485289152; trace=2f60f3cb-8969-43c1-9be6-a38da876bbeb,id=2f60f3cb-8969-43c1-9be6-a38da876bbeb\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f1c330b0-3a72-4fe3-93cf-eb25a66445c0; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=6bfb3608-19d8-469d-9e47-206d72f61bed; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=ee5ed22d-8e5b-496e-8478-2d11506f5b1a; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=c4d5b203-a217-4640-ae9d-417e37a10447; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=15f7947e-48e2-4a1f-ba21-31448bb3f17d; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=2b4b590f-943d-4495-ae0b-212af05bee7f\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=300beffa-9bd9-4084-96cd-a2ad42a2ec6f; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=5c424b33-bda2-4f07-a050-d06943845061; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=574cb640-ed02-4b4d-9b9b-f4ff602292fa; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=00826e0e-7ddd-411a-bfbb-326a438bf771; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f711bbcf-a1ed-4087-a0bf-59b32580127d; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f477ef0b-11b4-4a28-bb09-ecb45b31870f; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=34d3b6b4-2145-49bd-a718-8b7098875cd9; patch: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=2b4b590f-943d-4495-ae0b-212af05bee7f; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=c4d5b203-a217-4640-ae9d-417e37a10447; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=ee5ed22d-8e5b-496e-8478-2d11506f5b1a\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f12b21d7-7f82-4f9c-bee2-e7ea8398fe8e; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=90f2d256-cbeb-48af-b063-ee672167e505; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=221ba585-94c5-46ba-8c84-ce984b2ebd33; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=d9ba91e2-912f-4e47-9420-bb36b7d1cfc7; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=5e591b84-3227-46b3-9601-ddbc814a7ee8; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=7cf59b4f-afe1-4f54-8bb7-d44a7e3ce641; patch: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=34d3b6b4-2145-49bd-a718-8b7098875cd9; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f711bbcf-a1ed-4087-a0bf-59b32580127d; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=00826e0e-7ddd-411a-bfbb-326a438bf771\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=6d4f6338-5d7a-4e6b-b912-28fea3a7fd56; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=d895936e-62eb-435b-939c-7f1be7bde063; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=8748fc16-2544-4513-80ef-c80785a8e68b; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=138a1ded-f2dc-491b-9b37-ec4c0f069d6e; patch: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=d9ba91e2-912f-4e47-9420-bb36b7d1cfc7; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=7cf59b4f-afe1-4f54-8bb7-d44a7e3ce641; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=221ba585-94c5-46ba-8c84-ce984b2ebd33\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=138a1ded-f2dc-491b-9b37-ec4c0f069d6e; trace=f1c330b0-3a72-4fe3-93cf-eb25a66445c0,id=f1c330b0-3a72-4fe3-93cf-eb25a66445c0\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=491f3e66-6b89-4377-8d2b-0567324aa59b; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=b2c086da-93db-4650-9eb2-ed5c40933900; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=ce04256f-5a48-49bc-b35b-705cb40fed33; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=cf90dc89-a96a-442d-b5d4-8bf7781f06d2; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=ae59a011-e2c9-4d4b-82a4-ac9b79440208; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=f8a804e2-c4fa-492c-96bb-78ff7424cf28\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=a7b13e32-9118-409e-8681-20b7b67d3685; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=6f26aba5-5f17-4d71-8578-af3d2a7888e2; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=62a5af0d-8be9-4fb6-9c78-e16654d0bcdc; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=415a3f17-ac3c-42cd-9b4e-5fe90e077649; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=d8ae0cef-b38d-46db-9b75-7d0f08bb3f8d; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=e9c511c0-d35b-4d92-b2d1-cb8ccfb0765b; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=65785df3-40bd-4c31-ad0b-00fa4dec7294; patch: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=cf90dc89-a96a-442d-b5d4-8bf7781f06d2; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=f8a804e2-c4fa-492c-96bb-78ff7424cf28; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=ce04256f-5a48-49bc-b35b-705cb40fed33\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=20f771b7-e32a-42d6-abc9-c519d6bcdc72; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=805436bf-32ef-4c27-9e1a-eb34f8f34f70; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=a2e50c51-d9ad-4a40-bcd6-0672fa7999fe; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=cdda352a-c4e3-426d-82f9-405de1196d78; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=e3bf8d3e-4ae2-466e-8566-d95a8658757c; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=9cbe96b9-7601-4c50-b04f-8f2573cdd73b; patch: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=65785df3-40bd-4c31-ad0b-00fa4dec7294; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=d8ae0cef-b38d-46db-9b75-7d0f08bb3f8d; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=415a3f17-ac3c-42cd-9b4e-5fe90e077649\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=137ad066-c15a-4d60-abf7-e831cedb7ad7; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=502fe608-5374-46cf-bfda-ff8f5d2b0297; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=e39c89c2-72c0-4ddc-8ce3-d20b9c3fa9b5; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=3ff9d270-d6a0-422c-b9e6-0a75f916192d; patch: trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=cdda352a-c4e3-426d-82f9-405de1196d78; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=9cbe96b9-7601-4c50-b04f-8f2573cdd73b; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=a2e50c51-d9ad-4a40-bcd6-0672fa7999fe; trace=491f3e66-6b89-4377-8d2b-0567324aa59b,id=491f3e66-6b89-4377-8d2b-0567324aa59b\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=e2edb52e-5cf3-404b-b3ae-f8830317fda0; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=014f95c4-8fa5-481c-a664-3f459fb1f058; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=61be8c64-2bee-43a2-a107-305d4950e1c4; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=3cc13b0d-bd8f-46c8-8362-74d54f98cdb2; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=8b08484a-0e45-424d-9c34-62775c3c5f9f; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=55bc59e8-e5a3-47ba-b4c7-2062ce102680\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=209e52e1-a9b4-4151-a4e3-8e3af16519cc; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=47e036bd-d91b-44b3-8045-5599c1ef67d2; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=ec44fa1a-ce6b-4b06-adbd-1f85768d1e01; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=ddfa373f-f271-49a8-8602-44a7e6f0679e; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=447540dd-c7ab-49e5-b3b6-18f8f99469c6; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=21ac4f51-cd70-4cf9-9049-e5d84a4b5199; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=edf300c5-c07a-4728-a3ac-c4ee52a9ec6d; patch: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=3cc13b0d-bd8f-46c8-8362-74d54f98cdb2; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=55bc59e8-e5a3-47ba-b4c7-2062ce102680; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=61be8c64-2bee-43a2-a107-305d4950e1c4\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=042fe32d-780d-4518-82e9-1f5d67a094b2; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=36d4d6bf-c37c-4b11-ba2e-5eac1415922e; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=acac7846-6fa0-47c9-9f63-bba4abdadeda; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=5e1dd1b0-f251-4e38-b004-6146ae1d5d5f; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=b6ca0e33-1ad6-4946-9ee5-447c288f2c4f; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=4fcdf5a2-6a73-4ccc-85c6-7883b84cadd6; patch: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=edf300c5-c07a-4728-a3ac-c4ee52a9ec6d; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=447540dd-c7ab-49e5-b3b6-18f8f99469c6; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=ddfa373f-f271-49a8-8602-44a7e6f0679e\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=1bb46244-06fc-408f-a0ed-e6e16d64519e; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=dfbf1bfb-e3d8-4827-9b3c-13cb32ec2c81; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=750a11db-ae8e-424d-9638-037120e8be71; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=7a9ba21a-78bf-48f3-aa87-773016bccfc7; patch: trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=4fcdf5a2-6a73-4ccc-85c6-7883b84cadd6; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=5e1dd1b0-f251-4e38-b004-6146ae1d5d5f; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=acac7846-6fa0-47c9-9f63-bba4abdadeda; trace=e2edb52e-5cf3-404b-b3ae-f8830317fda0,id=e2edb52e-5cf3-404b-b3ae-f8830317fda0\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=02dab163-549d-452b-95f5-357abc76b1ca; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=b2276546-d946-4ad3-a0e9-1badcbb00b2c; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=ba3fd8fd-db9a-4183-b14d-cfe9b8f89d70; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=658fd17b-6872-4ced-80d8-6ec7a5526ef6; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=b48d32e1-b01e-4b88-91a6-fc1b51755cb0; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e9e82ab7-bec0-4505-9169-399202079b30\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=b5e1454c-ed29-4593-825f-d2fbbf551f66; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=7fc5c94e-d8e8-4400-a9f8-15e2f599efaf; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=2b9b3d7f-683f-4e47-9cfa-36a30e0f91dd; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=1b8b1051-bf04-4bab-a8d2-7c6317880b6c; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=d496995e-79fb-48ec-81a9-8435de5284be; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=80de6581-7286-4c29-bc9c-2feddeb94bc8; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c17b7a44-4986-4eba-bcd0-512bcdbbac1a; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=18658beb-1c58-4cc3-9eb7-ba70fe839fab; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=11b7b682-bf75-44aa-940c-28963bdba7b6; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=f2f9b521-b18e-4418-ab71-6b507660bbfa; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=658fd17b-6872-4ced-80d8-6ec7a5526ef6; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e9e82ab7-bec0-4505-9169-399202079b30; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=ba3fd8fd-db9a-4183-b14d-cfe9b8f89d70\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=ea5fbfa7-b672-4313-b656-f3a2774f83d5; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=fac457d6-9b8d-4a61-9049-2cc3fbb85735; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e7bd60d0-596e-4d3e-a0bd-0d84f1e50cd1; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c625ba0b-7a65-4c66-a294-8f85adaf9c76; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=18658beb-1c58-4cc3-9eb7-ba70fe839fab; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=f2f9b521-b18e-4418-ab71-6b507660bbfa\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=ca6df88d-f280-4f24-ac33-f2441c758acc; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=98bf6d3c-bc56-453c-b018-67ea9cdc7e11; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=2c012d2a-bc66-4321-9f8a-7211506e1f25; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e79d0d5c-4f84-4fde-9ee3-29a46110844a; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=fac457d6-9b8d-4a61-9049-2cc3fbb85735; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c625ba0b-7a65-4c66-a294-8f85adaf9c76\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=3c381856-3e4d-4815-ae50-ffdc0644639c; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=6e015dc8-be67-4793-a86e-79d568f77ec7; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=94e4fd64-d54d-423f-9c51-c76f3d5fb2b3; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=7144c5ef-7f1c-4d66-b20a-817834923d6d; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=98bf6d3c-bc56-453c-b018-67ea9cdc7e11; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e79d0d5c-4f84-4fde-9ee3-29a46110844a; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c17b7a44-4986-4eba-bcd0-512bcdbbac1a\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c794e961-8cdc-4bfa-adf2-309c9c392d70; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=7144c5ef-7f1c-4d66-b20a-817834923d6d\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=7a5f6504-348d-4ad5-a8f5-4b8b4e90fe84; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c22f2aae-81ae-4996-80d3-a3b73850b032; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=98fe14eb-c560-42b6-bc14-90956b6fe3a4; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=5e69617c-fd4c-42ba-a589-ac6f145c611e; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=38849e56-fcbb-45a4-96cb-b8fac6efdc0e; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c794e961-8cdc-4bfa-adf2-309c9c392d70; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=94e4fd64-d54d-423f-9c51-c76f3d5fb2b3\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=38849e56-fcbb-45a4-96cb-b8fac6efdc0e\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=ac671d39-be49-46f3-ad7d-215d75551343; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=00f5a628-c403-4924-b172-ca63473a6903; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=1a7ad33d-d834-4908-8cd9-1815c74007b3; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=49d1030f-380b-42e2-9fec-39799575f587; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=58432383-aedc-41e7-8628-7dc0845f757a; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=c22f2aae-81ae-4996-80d3-a3b73850b032; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=98fe14eb-c560-42b6-bc14-90956b6fe3a4\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=58432383-aedc-41e7-8628-7dc0845f757a\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=11c13c61-f3d2-4173-a2fa-659e7948207c; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=b755f27a-bdd9-4fc7-9d33-e5c992541f03; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=935ac438-e3ab-42fc-94bb-e3b4664e5092; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=0d25e7fd-8b83-4f66-9db0-59a371a32ed8; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=aac7dbf2-7a37-4ed3-be8a-a54a45838ab2; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=3c20511d-c43b-4639-8797-c63e47b4cd85; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=e70182ba-4089-4c3e-8f57-5e4c310643db; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=892b2c6c-4547-4d3b-99cc-642f20d2974c; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=673edae4-acc1-4b62-ac3d-99b514498feb; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=08f01bef-fb34-462a-9021-fdb6f2ca626a; patch: trace=02dab163-549d-452b-95f5-357abc76b1ca,id=02dab163-549d-452b-95f5-357abc76b1ca; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=00f5a628-c403-4924-b172-ca63473a6903; trace=02dab163-549d-452b-95f5-357abc76b1ca,id=1a7ad33d-d834-4908-8cd9-1815c74007b3\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=da982506-c769-4e99-8a13-3ba28464e33b; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=803d28f6-b6ea-4cf5-a58a-7dda7d6595b3; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=f6ea6f7c-11e0-4ec0-8246-f17c9e3a1530; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=1df00cc2-16fd-405a-a6c9-6b8145c94831; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=b35ca0a2-f164-4eb6-ad9b-28423952d4e4; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=2ef747d6-4c0c-4815-b129-e48e351ad15d\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=bab40355-b53d-4cd9-8ee9-20290527d34e; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c1990c0d-4619-445a-a520-69512a249b75; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=4ee24498-28c3-44aa-bc41-0172e3a4b1ae; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=9e73082d-b9c3-4c25-84af-70aa7a2f8377; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=4017961e-ad43-4606-be18-af0403b12197; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=e80dd6f0-f708-4b51-8970-938bdaecaa8f; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=b084b76d-4094-4d45-8d14-368d457f32c2; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0e3b9ea0-127d-44ae-969a-0b6f48c8e4ee; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=ab8439f4-6581-4045-857e-0263dbacb2a7; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=2ac275a0-763a-43ca-b933-c0ecd977fd72; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=1df00cc2-16fd-405a-a6c9-6b8145c94831; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=2ef747d6-4c0c-4815-b129-e48e351ad15d; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=f6ea6f7c-11e0-4ec0-8246-f17c9e3a1530\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=2fb7f717-c9a8-4a43-86c2-d85f36e81abf; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=00b153be-2ee7-44a7-aa9e-ec61c6098a38; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=f42be082-2a10-4fcf-a4e6-bb4c497af1ab; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=67f8b219-494c-46fc-8430-8b9a7a52c2ab; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0e3b9ea0-127d-44ae-969a-0b6f48c8e4ee; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=2ac275a0-763a-43ca-b933-c0ecd977fd72\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0905cb29-5bef-4dcc-947e-bd41be9b0ec2; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c4801355-a8c1-4df3-89c0-b44d205f3790; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=e154c1c3-b46d-484b-863e-9eca46ffe0ef; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=4b49816d-34bf-4999-aa9f-f2d87b8e2c5c; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=00b153be-2ee7-44a7-aa9e-ec61c6098a38; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=67f8b219-494c-46fc-8430-8b9a7a52c2ab\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=dc4cdcc8-b4f8-483e-b5ad-a48a0822ebc9; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=903f59e9-15b7-4011-935c-3f722b2c14a8; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=97d142ef-f894-4d7c-873a-58a068ffd16c; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=3686b997-8404-4be7-9ce4-4c1555e5c444; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c4801355-a8c1-4df3-89c0-b44d205f3790; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=4b49816d-34bf-4999-aa9f-f2d87b8e2c5c; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=b084b76d-4094-4d45-8d14-368d457f32c2\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=db8cd743-d6dd-4cfc-b5b4-6b8020e34c8f; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=3686b997-8404-4be7-9ce4-4c1555e5c444\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=1fb6b541-86e8-49d3-a76c-27f51ee91700; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=d5e21461-3554-4392-ba75-1d711b79a62a; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=d0459516-1ced-4de1-9356-7cbc7d4baaec; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c9639f80-afb8-48f8-8d9a-1b501401d6f9; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=98d54136-8f2a-4209-b67d-7ac9b02cb0a9; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=97d142ef-f894-4d7c-873a-58a068ffd16c; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=db8cd743-d6dd-4cfc-b5b4-6b8020e34c8f\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=98d54136-8f2a-4209-b67d-7ac9b02cb0a9\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=f28cfa46-8364-45d0-9714-1a2ad3254cb1; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=bd0eabc6-a234-4592-86be-8f9f5c8b855b; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0bff4eec-387f-484d-8a27-e739d25c3df6; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=6b24c078-4a9b-4e5e-959b-6453d7c95659; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=5b0b1565-7505-4f13-a2ff-92b1260b67cf; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=d5e21461-3554-4392-ba75-1d711b79a62a; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=d0459516-1ced-4de1-9356-7cbc7d4baaec\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=5b0b1565-7505-4f13-a2ff-92b1260b67cf\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=dad8a97a-01d7-42c2-b511-e07843681bf1; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0b20f8a9-eb2e-4874-adbe-821b0d472974; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=a4f0328f-3347-4e88-83c3-db81240d21e8; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=9cfce8f4-12fc-4dfb-902e-f8ebe1f76d5f; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=61373688-556e-4e19-b5be-97b5ce3d6232; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=cc47f4f3-286c-4b88-8692-4345c63abad8; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=b2035953-5c25-4bea-b4ad-57d249c7d1dd; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=daab100c-dcf2-47c5-bf5c-bbfa11184c48; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=090231d4-2f0d-47b8-91ec-204a2899e2b8; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=4fa94396-fe15-47a2-a393-b4d01e579c4b; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=7af40ed7-5329-4432-a158-9daafa6e3768; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c7a9c907-315b-488b-a03a-b9164cc392e4; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=bd0eabc6-a234-4592-86be-8f9f5c8b855b; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=0bff4eec-387f-484d-8a27-e739d25c3df6\n",
+ "WARNING:langsmith.client:Failed to batch ingest runs: langsmith.utils.LangSmithAuthError: Authentication failed for https://api.smith.langchain.com/runs/batch. HTTPError('401 Client Error: Unauthorized for url: https://api.smith.langchain.com/runs/batch', '{\"detail\":\"Using legacy API key. Please generate a new API key.\"}')\n",
+ "post: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=e9b1009a-8388-41e5-9f5d-b23e5d7a0135; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=5d2f00d2-b8f3-423e-b7b5-b6751cd18ee2; patch: trace=da982506-c769-4e99-8a13-3ba28464e33b,id=c7a9c907-315b-488b-a03a-b9164cc392e4; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=61373688-556e-4e19-b5be-97b5ce3d6232; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=9cfce8f4-12fc-4dfb-902e-f8ebe1f76d5f; trace=da982506-c769-4e99-8a13-3ba28464e33b,id=da982506-c769-4e99-8a13-3ba28464e33b\n"
+ ]
+ }
+ ],
+ "source": [
+ "retriever.invoke(\"hydrogen import evolutions\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 3.2 Retriever node"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import sys\n",
+ "import os\n",
+ "from contextlib import contextmanager\n",
+ "\n",
+ "from climateqa.engine.reranker import rerank_docs\n",
+ "\n",
+ "\n",
+ "\n",
+ "def divide_into_parts(target, parts):\n",
+ " # Base value for each part\n",
+ " base = target // parts\n",
+ " # Remainder to distribute\n",
+ " remainder = target % parts\n",
+ " # List to hold the result\n",
+ " result = []\n",
+ " \n",
+ " for i in range(parts):\n",
+ " if i < remainder:\n",
+ " # These parts get base value + 1\n",
+ " result.append(base + 1)\n",
+ " else:\n",
+ " # The rest get the base value\n",
+ " result.append(base)\n",
+ " \n",
+ " return result\n",
+ "\n",
+ "\n",
+ "@contextmanager\n",
+ "def suppress_output():\n",
+ " # Open a null device\n",
+ " with open(os.devnull, 'w') as devnull:\n",
+ " # Store the original stdout and stderr\n",
+ " old_stdout = sys.stdout\n",
+ " old_stderr = sys.stderr\n",
+ " # Redirect stdout and stderr to the null device\n",
+ " sys.stdout = devnull\n",
+ " sys.stderr = devnull\n",
+ " try:\n",
+ " yield\n",
+ " finally:\n",
+ " # Restore stdout and stderr\n",
+ " sys.stdout = old_stdout\n",
+ " sys.stderr = old_stderr\n",
+ "\n",
+ "\n",
+ "def make_graph_retriever_node(vectorstore, reranker, rerank_by_question=True, k_final=15, k_before_reranking=100):\n",
+ "\n",
+ " def retrieve_graphs(state):\n",
+ " print(\"---- Retrieving graphs ----\")\n",
+ " \n",
+ " POSSIBLE_SOURCES = [\"IEA\", \"OWID\"]\n",
+ " questions = state[\"questions\"]\n",
+ " sources_input = state[\"sources_input\"]\n",
+ "\n",
+ " auto_mode = \"auto\" in sources_input\n",
+ "\n",
+ " # There are several options to get the final top k\n",
+ " # Option 1 - Get 100 documents by question and rerank by question\n",
+ " # Option 2 - Get 100/n documents by question and rerank the total\n",
+ " if rerank_by_question:\n",
+ " k_by_question = divide_into_parts(k_final,len(questions))\n",
+ " \n",
+ " docs = []\n",
+ " \n",
+ " for i,q in enumerate(questions):\n",
+ " \n",
+ " question = q[\"question\"]\n",
+ " \n",
+ " print(f\"Subquestion {i}: {question}\")\n",
+ " \n",
+ " # If auto mode, we use all sources\n",
+ " if auto_mode:\n",
+ " sources = POSSIBLE_SOURCES\n",
+ " # Otherwise, we use the config\n",
+ " else:\n",
+ " sources = sources_input\n",
+ "\n",
+ " if any([x in POSSIBLE_SOURCES for x in sources]):\n",
+ "\n",
+ " sources = [x for x in sources if x in POSSIBLE_SOURCES]\n",
+ " \n",
+ " # Search the document store using the retriever\n",
+ " retriever = GraphRetriever(\n",
+ " vectorstore = vectorstore,\n",
+ " sources = sources,\n",
+ " k_total = k_before_reranking,\n",
+ " threshold = 0.5,\n",
+ " )\n",
+ " docs_question = retriever.get_relevant_documents(question)\n",
+ " \n",
+ " # Rerank\n",
+ " if reranker is not None:\n",
+ " with suppress_output():\n",
+ " docs_question = rerank_docs(reranker,docs_question,question)\n",
+ " else:\n",
+ " # Add a default reranking score\n",
+ " for doc in docs_question:\n",
+ " doc.metadata[\"reranking_score\"] = doc.metadata[\"similarity_score\"]\n",
+ " \n",
+ " # If rerank by question we select the top documents for each question\n",
+ " if rerank_by_question:\n",
+ " docs_question = docs_question[:k_by_question[i]]\n",
+ " \n",
+ " # Add sources used in the metadata\n",
+ " for doc in docs_question:\n",
+ " doc.metadata[\"sources_used\"] = sources\n",
+ " \n",
+ " print(f\"{len(docs_question)} graphs retrieved for subquestion {i + 1}: {docs_question}\")\n",
+ " \n",
+ " # Add to the list of docs\n",
+ " docs.extend(docs_question)\n",
+ "\n",
+ " else:\n",
+ " print(f\"There are no graphs which match the sources filtered on. Sources filtered on: {sources}. Sources available: {POSSIBLE_SOURCES}.\")\n",
+ " \n",
+ " # Sorting the list in descending order by rerank_score\n",
+ " # Then select the top k\n",
+ " docs = sorted(docs, key=lambda x: x.metadata[\"reranking_score\"], reverse=True)\n",
+ " docs = docs[:k_final]\n",
+ "\n",
+ " return {\"recommended_content\": docs}\n",
+ " \n",
+ " return retrieve_graphs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# import sys\n",
+ "# import os\n",
+ "# from contextlib import contextmanager\n",
+ "\n",
+ "# from climateqa.engine.reranker import rerank_docs\n",
+ "\n",
+ "\n",
+ "# def divide_into_parts(target, parts):\n",
+ "# # Base value for each part\n",
+ "# base = target // parts\n",
+ "# # Remainder to distribute\n",
+ "# remainder = target % parts\n",
+ "# # List to hold the result\n",
+ "# result = []\n",
+ " \n",
+ "# for i in range(parts):\n",
+ "# if i < remainder:\n",
+ "# # These parts get base value + 1\n",
+ "# result.append(base + 1)\n",
+ "# else:\n",
+ "# # The rest get the base value\n",
+ "# result.append(base)\n",
+ " \n",
+ "# return result\n",
+ "\n",
+ "\n",
+ "# @contextmanager\n",
+ "# def suppress_output():\n",
+ "# # Open a null device\n",
+ "# with open(os.devnull, 'w') as devnull:\n",
+ "# # Store the original stdout and stderr\n",
+ "# old_stdout = sys.stdout\n",
+ "# old_stderr = sys.stderr\n",
+ "# # Redirect stdout and stderr to the null device\n",
+ "# sys.stdout = devnull\n",
+ "# sys.stderr = devnull\n",
+ "# try:\n",
+ "# yield\n",
+ "# finally:\n",
+ "# # Restore stdout and stderr\n",
+ "# sys.stdout = old_stdout\n",
+ "# sys.stderr = old_stderr\n",
+ "\n",
+ "\n",
+ "\n",
+ "# def make_retriever_node(vectorstore, reranker, rerank_by_question=True, k_final=15, k_before_reranking=100):\n",
+ "\n",
+ "# def retrieve_documents(state):\n",
+ " \n",
+ "# POSSIBLE_SOURCES = [\"IEA\",\"OWID\"]\n",
+ "# questions = state[\"questions\"]\n",
+ "# sources_input = state[\"sources_input\"]\n",
+ " \n",
+ "# # Sert ร rien pour l'instant puisqu'on a des valeurs par dรฉfaut et qu'on fait pas de query transformation sur les sources de graphs\n",
+ "# # Use sources from the user input or from the LLM detection\n",
+ "# if \"sources_input\" not in state or state[\"sources_input\"] is None:\n",
+ "# sources_input = [\"auto\"]\n",
+ "# else:\n",
+ "# sources_input = state[\"sources_input\"]\n",
+ "# auto_mode = \"auto\" in sources_input\n",
+ "\n",
+ "# # There are several options to get the final top k\n",
+ "# # Option 1 - Get 100 documents by question and rerank by question\n",
+ "# # Option 2 - Get 100/n documents by question and rerank the total\n",
+ "# if rerank_by_question:\n",
+ "# k_by_question = divide_into_parts(k_final,len(questions))\n",
+ " \n",
+ "# docs = []\n",
+ " \n",
+ "# for i,q in enumerate(questions):\n",
+ " \n",
+ "# sources = q[\"sources\"]\n",
+ "# question = q[\"question\"]\n",
+ " \n",
+ "# # If auto mode, we use the sources detected by the LLM\n",
+ "# if auto_mode:\n",
+ "# sources = [x for x in sources if x in POSSIBLE_SOURCES]\n",
+ " \n",
+ "# # Otherwise, we use the config\n",
+ "# else:\n",
+ "# sources = sources_input\n",
+ " \n",
+ "# # Search the document store using the retriever\n",
+ "# # Configure high top k for further reranking step\n",
+ "# retriever = GraphRetriever(\n",
+ "# vectorstore=vectorstore,\n",
+ "# sources = sources,\n",
+ "# k_total = k_before_reranking,\n",
+ "# threshold = 0.5,\n",
+ "# )\n",
+ "# docs_question = retriever.get_relevant_documents(question)\n",
+ " \n",
+ "# # Rerank\n",
+ "# if reranker is not None:\n",
+ "# with suppress_output():\n",
+ "# docs_question = rerank_docs(reranker,docs_question,question)\n",
+ "# else:\n",
+ "# # Add a default reranking score\n",
+ "# for doc in docs_question:\n",
+ "# # doc.metadata[\"reranking_score\"] = doc.metadata[\"similarity_score\"]\n",
+ "# doc.metadata[\"reranking_score\"] = \"No reranking\"\n",
+ " \n",
+ "# # If rerank by question we select the top documents for each question\n",
+ "# if rerank_by_question:\n",
+ "# docs_question = docs_question[:k_by_question[i]]\n",
+ " \n",
+ "# # Add sources used in the metadata\n",
+ "# for doc in docs_question:\n",
+ "# doc.metadata[\"sources_used\"] = sources\n",
+ " \n",
+ "# # Add to the list of docs\n",
+ "# docs.extend(docs_question)\n",
+ " \n",
+ "# # Sorting the list in descending order by rerank_score\n",
+ "# # Then select the top k\n",
+ "# docs = sorted(docs, key=lambda x: x.metadata[\"reranking_score\"], reverse=True)\n",
+ "# docs = docs[:k_final]\n",
+ " \n",
+ "# new_state = {\"documents\": docs}\n",
+ "# return new_state\n",
+ " \n",
+ "# return retrieve_documents"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 4. Node functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from operator import itemgetter\n",
+ "\n",
+ "from langchain_core.prompts import ChatPromptTemplate\n",
+ "from langchain_core.output_parsers import StrOutputParser\n",
+ "from langchain_core.prompts.prompt import PromptTemplate\n",
+ "from langchain_core.prompts.base import format_document\n",
+ "\n",
+ "DEFAULT_DOCUMENT_PROMPT = PromptTemplate.from_template(template=\"\"\"Title: {page_content}. \\n\\n Embedding link: {returned_content}\"\"\")\n",
+ "\n",
+ "def _combine_recommended_content(\n",
+ " docs, document_prompt=DEFAULT_DOCUMENT_PROMPT, sep=\"\\n\\n-----------------\\n\\n\"\n",
+ "):\n",
+ "\n",
+ " doc_strings = []\n",
+ "\n",
+ " for i,doc in enumerate(docs):\n",
+ " # chunk_type = \"Doc\" if doc.metadata[\"chunk_type\"] == \"text\" else \"Image\"\n",
+ " chunk_type = \"Graph\"\n",
+ " if isinstance(doc,str):\n",
+ " doc_formatted = doc\n",
+ " else:\n",
+ " doc_formatted = format_document(doc, document_prompt)\n",
+ "\n",
+ " doc_string = f\"{chunk_type} {i+1}: \\n\\n\" + doc_formatted\n",
+ " # doc_string = doc_string.replace(\"\\n\",\" \") \n",
+ " doc_strings.append(doc_string)\n",
+ "\n",
+ " return sep.join(doc_strings)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# display(Markdown(_combine_recommended_content(output[\"recommended_content\"])))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from langchain_core.output_parsers import JsonOutputParser\n",
+ "from langchain_core.prompts import PromptTemplate\n",
+ "from langchain_core.pydantic_v1 import BaseModel, Field\n",
+ "from langchain_openai import ChatOpenAI\n",
+ "\n",
+ "from climateqa.engine.chains.prompts import answer_prompt_graph_template\n",
+ "\n",
+ "class RecommendedGraph(BaseModel):\n",
+ " title: str = Field(description=\"Title of the graph\")\n",
+ " embedding: str = Field(description=\"Embedding link of the graph\")\n",
+ "\n",
+ "# class RecommendedGraphs(BaseModel):\n",
+ "# recommended_content: List[RecommendedGraph] = Field(description=\"List of recommended graphs\")\n",
+ "\n",
+ "def make_rag_graph_chain(llm):\n",
+ " parser = JsonOutputParser(pydantic_object=RecommendedGraph)\n",
+ " prompt = PromptTemplate(\n",
+ " template=answer_prompt_graph_template,\n",
+ " input_variables=[\"query\", \"recommended_content\"],\n",
+ " partial_variables={\"format_instructions\": parser.get_format_instructions()},\n",
+ " )\n",
+ "\n",
+ " chain = prompt | llm | parser\n",
+ " return chain\n",
+ "\n",
+ "def make_rag_graph_node(llm):\n",
+ " chain = make_rag_graph_chain(llm)\n",
+ "\n",
+ " def answer_rag_graph(state):\n",
+ " output = chain.invoke(state)\n",
+ " return {\"graph_returned\": output}\n",
+ "\n",
+ " return answer_rag_graph"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 5. Graph"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 5.1 Make graph agent"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import sys\n",
+ "import os\n",
+ "from contextlib import contextmanager\n",
+ "\n",
+ "from langchain.schema import Document\n",
+ "from langgraph.graph import END, StateGraph\n",
+ "from langchain_core.runnables.graph import MermaidDrawMethod\n",
+ "\n",
+ "from typing_extensions import TypedDict\n",
+ "from typing import List, Dict\n",
+ "\n",
+ "from IPython.display import display, HTML, Image\n",
+ "\n",
+ "from climateqa.engine.chains.answer_chitchat import make_chitchat_node\n",
+ "from climateqa.engine.chains.answer_ai_impact import make_ai_impact_node\n",
+ "from climateqa.engine.chains.query_transformation import make_query_transform_node\n",
+ "from climateqa.engine.chains.translation import make_translation_node\n",
+ "from climateqa.engine.chains.intent_categorization import make_intent_categorization_node\n",
+ "from climateqa.engine.chains.retriever import make_retriever_node\n",
+ "from climateqa.engine.chains.answer_rag import make_rag_node\n",
+ "from climateqa.engine.chains.set_defaults import set_defaults\n",
+ "from climateqa.engine.chains.graph_retriever import make_graph_retriever_node\n",
+ "\n",
+ "\n",
+ "class GraphState(TypedDict):\n",
+ " \"\"\"\n",
+ " Represents the state of our graph.\n",
+ " \"\"\"\n",
+ " user_input : str\n",
+ " language : str\n",
+ " intent : str\n",
+ " query: str\n",
+ " questions : List[dict]\n",
+ " answer: str\n",
+ " audience: str\n",
+ " sources_input: List[str]\n",
+ " documents: List[Document]\n",
+ " recommended_content : List[Document]\n",
+ " graph_returned: Dict[str,str]\n",
+ "\n",
+ "def search(state):\n",
+ " return {}\n",
+ "\n",
+ "def route_intent(state):\n",
+ " intent = state[\"intent\"]\n",
+ " if intent in [\"chitchat\",\"esg\"]:\n",
+ " return \"answer_chitchat\"\n",
+ " elif intent == \"ai_impact\":\n",
+ " return \"answer_ai_impact\"\n",
+ " else:\n",
+ " # Search route\n",
+ " return \"search\"\n",
+ " \n",
+ "def route_translation(state):\n",
+ " if state[\"language\"].lower() == \"english\":\n",
+ " return \"transform_query\"\n",
+ " else:\n",
+ " return \"translate_query\"\n",
+ " \n",
+ "def route_based_on_relevant_docs(state,threshold_docs=0.2):\n",
+ " docs = [x for x in state[\"documents\"] if x.metadata[\"reranking_score\"] > threshold_docs]\n",
+ " if len(docs) > 0:\n",
+ " return \"answer_rag\"\n",
+ " else:\n",
+ " return \"answer_rag_no_docs\"\n",
+ " \n",
+ "\n",
+ "def make_id_dict(values):\n",
+ " return {k:k for k in values}\n",
+ "\n",
+ "def make_graph_agent(llm, vectorstore_ipcc, vectorstore_graphs, reranker, threshold_docs=0.2):\n",
+ " \n",
+ " workflow = StateGraph(GraphState)\n",
+ "\n",
+ " # Define the node functions\n",
+ " categorize_intent = make_intent_categorization_node(llm)\n",
+ " transform_query = make_query_transform_node(llm)\n",
+ " translate_query = make_translation_node(llm)\n",
+ " answer_chitchat = make_chitchat_node(llm)\n",
+ " answer_ai_impact = make_ai_impact_node(llm)\n",
+ " retrieve_documents = make_retriever_node(vectorstore_ipcc, reranker)\n",
+ " retrieve_graphs = make_graph_retriever_node(vectorstore_graphs, reranker)\n",
+ " answer_rag_graph = make_rag_graph_node(llm)\n",
+ " answer_rag = make_rag_node(llm, with_docs=True)\n",
+ " answer_rag_no_docs = make_rag_node(llm, with_docs=False)\n",
+ "\n",
+ " # Define the nodes\n",
+ " workflow.add_node(\"set_defaults\", set_defaults)\n",
+ " workflow.add_node(\"categorize_intent\", categorize_intent)\n",
+ " workflow.add_node(\"search\", search)\n",
+ " workflow.add_node(\"transform_query\", transform_query)\n",
+ " workflow.add_node(\"translate_query\", translate_query)\n",
+ " workflow.add_node(\"answer_chitchat\", answer_chitchat)\n",
+ " workflow.add_node(\"answer_ai_impact\", answer_ai_impact)\n",
+ " workflow.add_node(\"retrieve_graphs\", retrieve_graphs)\n",
+ " workflow.add_node(\"answer_rag_graph\", answer_rag_graph)\n",
+ " workflow.add_node(\"retrieve_documents\", retrieve_documents)\n",
+ " workflow.add_node(\"answer_rag\", answer_rag)\n",
+ " workflow.add_node(\"answer_rag_no_docs\", answer_rag_no_docs)\n",
+ "\n",
+ " # Entry point\n",
+ " workflow.set_entry_point(\"set_defaults\")\n",
+ "\n",
+ " # CONDITIONAL EDGES\n",
+ " workflow.add_conditional_edges(\n",
+ " \"categorize_intent\",\n",
+ " route_intent,\n",
+ " make_id_dict([\"answer_chitchat\",\"answer_ai_impact\",\"search\"])\n",
+ " )\n",
+ "\n",
+ " workflow.add_conditional_edges(\n",
+ " \"search\",\n",
+ " route_translation,\n",
+ " make_id_dict([\"translate_query\",\"transform_query\"])\n",
+ " )\n",
+ "\n",
+ " workflow.add_conditional_edges(\n",
+ " \"retrieve_documents\",\n",
+ " lambda x : route_based_on_relevant_docs(x,threshold_docs=threshold_docs),\n",
+ " make_id_dict([\"answer_rag\",\"answer_rag_no_docs\"])\n",
+ " )\n",
+ "\n",
+ " # Define the edges\n",
+ " workflow.add_edge(\"set_defaults\", \"categorize_intent\")\n",
+ " workflow.add_edge(\"translate_query\", \"transform_query\")\n",
+ " workflow.add_edge(\"transform_query\", \"retrieve_graphs\")\n",
+ " workflow.add_edge(\"retrieve_graphs\", \"answer_rag_graph\")\n",
+ " workflow.add_edge(\"answer_rag_graph\", \"retrieve_documents\")\n",
+ " workflow.add_edge(\"answer_rag\", END)\n",
+ " workflow.add_edge(\"answer_rag_no_docs\", END)\n",
+ " workflow.add_edge(\"answer_chitchat\", END)\n",
+ " workflow.add_edge(\"answer_ai_impact\", END)\n",
+ "\n",
+ " # Compile\n",
+ " app = workflow.compile()\n",
+ " return app\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "def display_graph(app):\n",
+ "\n",
+ " display(\n",
+ " Image(\n",
+ " app.get_graph(xray = True).draw_mermaid_png(\n",
+ " draw_method=MermaidDrawMethod.API,\n",
+ " )\n",
+ " )\n",
+ " )"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Translate query ----\n"
+ ]
+ },
+ {
+ "data": {
+ "image/jpeg": 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+ "text/plain": [
+ "<IPython.core.display.Image object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "app = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore, vectorstore_graphs=vectorstore_graphs, reranker=reranker)\n",
+ "display_graph(app)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'environment': True}"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from climateqa.engine.chains.chitchat_categorization import make_chitchat_intent_categorization_chain\n",
+ "\n",
+ "chain = make_chitchat_intent_categorization_chain(llm)\n",
+ "chain.invoke({\"input\": \"should i eat fish\"})"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 5.2 Testing graph agent"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Translate query ----\n"
+ ]
+ },
+ {
+ "data": {
+ "image/jpeg": 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+ "text/plain": [
+ "<IPython.core.display.Image object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from climateqa.engine.graph import make_graph_agent, display_graph\n",
+ "\n",
+ "app = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore, vectorstore_graphs=vectorstore_graphs, reranker=reranker)\n",
+ "display_graph(app)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: GET https://api.gradio.app/gradio-messaging/en \"HTTP/1.1 200 OK\"\n",
+ "/tmp/ipykernel_13585/659967580.py:28: LangChainBetaWarning: This API is in beta and may change in the future.\n",
+ " result = app.astream_events(inputs,version = \"v1\") #{\"callbacks\":[MyCustomAsyncHandler()]})\n"
+ ]
+ },
+ {
+ "ename": "TypeError",
+ "evalue": "'Metadata' object is not subscriptable",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[32], line 52\u001b[0m\n\u001b[1;32m 50\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;129;01min\u001b[39;00m steps_display\u001b[38;5;241m.\u001b[39mkeys() \u001b[38;5;129;01mand\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon_chain_start\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;66;03m#display steps\u001b[39;00m\n\u001b[1;32m 51\u001b[0m event_description,display_output \u001b[38;5;241m=\u001b[39m steps_display[node]\n\u001b[0;32m---> 52\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(history[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmetadata\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m \u001b[43mhistory\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetadata\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtitle\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m \u001b[38;5;241m!=\u001b[39m event_description: \u001b[38;5;66;03m# if a new step begins\u001b[39;00m\n\u001b[1;32m 53\u001b[0m history\u001b[38;5;241m.\u001b[39mappend(ChatMessage(role\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124massistant\u001b[39m\u001b[38;5;124m\"\u001b[39m, content \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m, metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtitle\u001b[39m\u001b[38;5;124m'\u001b[39m :event_description}))\n\u001b[1;32m 55\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtransform_query\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon_chat_model_stream\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m node \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124manswer_rag\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124manswer_search\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\u001b[38;5;66;03m# if streaming answer\u001b[39;00m\n",
+ "\u001b[0;31mTypeError\u001b[0m: 'Metadata' object is not subscriptable"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Categorize_message ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Output intent categorization: {'intent': 'search'}\n",
+ "\n",
+ "---- Transform query ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "/home/tim/ai4s/climate_qa/climate-question-answering/climateqa/engine/chains/graph_retriever.py:91: LangChainDeprecationWarning: The method `BaseRetriever.get_relevant_documents` was deprecated in langchain-core 0.1.46 and will be removed in 1.0. Use invoke instead.\n",
+ " docs_question = retriever.get_relevant_documents(question)\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieving graphs ----\n",
+ "Subquestion 0: What is radiative forcing and how does it affect climate change?\n",
+ "8 graphs retrieved for subquestion 1: [Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.8423357605934143, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.005384462885558605, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_780', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Nationally determined contributions (NDCs) embody efforts by each country to reduce national emissions and adapt to the impacts of climate change. The Paris Agreement requires each of the 193 Parties to prepare, communicate and maintain NDCs outlining what they intend to achieve. NDCs must be updated every five years.', 'url': 'https://ourworldindata.org/grapher/nationally-determined-contributions', 'similarity_score': 0.8526537418365479, 'content': 'Nationally determined contributions to climate change', 'reranking_score': 7.293858652701601e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Nationally determined contributions to climate change'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_342', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.8662314414978027, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 6.450313958339393e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Carbon dioxide emissions factors'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_358', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas', 'similarity_score': 0.8814464807510376, 'content': 'Contribution to global mean surface temperature rise by gas', 'reranking_score': 2.3544196665170603e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise by gas'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_357', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees', 'similarity_score': 0.8828883171081543, 'content': 'Contribution to global mean surface temperature rise', 'reranking_score': 1.724368667055387e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8840625286102295, 'content': 'Global warming contributions by gas and source', 'reranking_score': 1.6588734069955535e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_767', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sea-surface-temperature?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'This is measured at a nominal depth of 20cm, and given relative to the average temperature from the period of 1961 - 1990. Measured in degrees Celsius.', 'url': 'https://ourworldindata.org/grapher/sea-surface-temperature', 'similarity_score': 0.9009610414505005, 'content': 'Global warming: monthly sea surface temperature anomaly', 'reranking_score': 1.570666063344106e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: monthly sea surface temperature anomaly'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_768', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The deviation of a specific year's average surface temperature from the 1991-2020 mean, in degrees Celsius.\", 'url': 'https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies', 'similarity_score': 0.9119041562080383, 'content': 'Global yearly surface temperature anomalies', 'reranking_score': 1.5241118489939254e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global yearly surface temperature anomalies')]\n",
+ "Subquestion 1: What are the different types of radiative forcing and their impacts on the environment?\n",
+ "7 graphs retrieved for subquestion 2: [Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_342', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.8055480122566223, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 2.3946791770868003e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Carbon dioxide emissions factors'), Document(metadata={'category': 'Natural Disasters', 'doc_id': 'owid_1760', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/natural-disasters-by-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The annual reported number of natural disasters, categorised by type. The number of global reported natural disaster events in any given year. Note that this largely reflects increases in data reporting, and should not be used to assess the total number of events.', 'url': 'https://ourworldindata.org/grapher/natural-disasters-by-type', 'similarity_score': 0.8462469577789307, 'content': 'Global reported natural disasters by type', 'reranking_score': 1.6791396774351597e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global reported natural disasters by type'), Document(metadata={'category': 'Ozone Layer', 'doc_id': 'owid_1844', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ozone-depleting-substance-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Annual consumption of ozone-depleting substances. Emissions of each gas are given in ODP tonnes, which accounts for the quantity of gas emitted and how \"strong\" it is in terms of depleting ozone.', 'url': 'https://ourworldindata.org/grapher/ozone-depleting-substance-consumption', 'similarity_score': 0.8488471508026123, 'content': 'Emissions of ozone-depleting substances', 'reranking_score': 1.35105183289852e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Emissions of ozone-depleting substances'), Document(metadata={'category': 'Ozone Layer', 'doc_id': 'owid_1847', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/ozone-depleting-substance-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Ozone-depleting substance emissions are measured in ODP tonnes.', 'url': 'https://ourworldindata.org/grapher/ozone-depleting-substance-emissions', 'similarity_score': 0.8520827293395996, 'content': 'Ozone-depleting substance emissions', 'reranking_score': 1.2769949535140768e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Ozone-depleting substance emissions'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8670639395713806, 'content': 'Global warming contributions by gas and source', 'reranking_score': 1.2466728549043182e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'), Document(metadata={'category': 'Air Pollution', 'doc_id': 'owid_138', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-of-particulate-matter?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Annual emissions of particulate matter from all human-induced sources. This is measured in terms of PMโโ and PMโ.โ
, which denotes particulate matter less than 10 and 2.5 microns in diameter, respectively.', 'url': 'https://ourworldindata.org/grapher/emissions-of-particulate-matter', 'similarity_score': 0.8681329488754272, 'content': 'Emissions of particulate matter', 'reranking_score': 1.2325931493251119e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Emissions of particulate matter'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_387', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.', 'url': 'https://ourworldindata.org/grapher/total-ghg-emissions', 'similarity_score': 0.8768877983093262, 'content': 'Greenhouse gas emissions', 'reranking_score': 1.1929207175853662e-05, 'query_used_for_retrieval': 'What are the different types of radiative forcing and their impacts on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Greenhouse gas emissions')]\n",
+ "---- Retrieve documents ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_end callback: TracerException('No indexed run ID d589b647-b2b8-4479-8654-0237320b13e7.')\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_end callback: TracerException('No indexed run ID d589b647-b2b8-4479-8654-0237320b13e7.')\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieve documents ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_end callback: TracerException('No indexed run ID 3025729a-c358-4d18-b4eb-7564073fbde4.')\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_end callback: TracerException('No indexed run ID 3025729a-c358-4d18-b4eb-7564073fbde4.')\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LogStreamCallbackHandler.on_chain_end callback: TracerException('No indexed run ID 16e0d163-397b-44a4-b854-0962de03abe9.')\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_end callback: TracerException('No indexed run ID 16e0d163-397b-44a4-b854-0962de03abe9.')\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Answer RAG ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Answer:\n",
+ "Radiative forcing is a key concept in understanding how human activities affect the Earth's climate. It refers to the change in energy balance in the Earth's atmosphere due to various factors, primarily greenhouse gases (GHGs) and aerosols. Hereโs a breakdown of its impact:\n",
+ "\n",
+ "### What is Radiative Forcing?\n",
+ "- **Definition**: Radiative forcing measures how much energy is added to or taken away from the Earth's atmosphere. Positive radiative forcing leads to warming, while negative radiative forcing can cause cooling.\n",
+ "- **Current Status**: As of 2019, human-caused radiative forcing was estimated at 2.72 watts per square meter (W/mยฒ) compared to pre-industrial levels (1750). This represents a significant increase, primarily due to higher concentrations of greenhouse gases like carbon dioxide (CO2) [Doc 1, Doc 9].\n",
+ "\n",
+ "### How Does It Affect the Climate?\n",
+ "- **Energy Accumulation**: The increase in radiative forcing results in more energy being trapped in the climate system, leading to an overall warming effect. The average rate of heating has risen from 0.50 W/mยฒ (1971-2006) to 0.79 W/mยฒ (2006-2018) [Doc 2].\n",
+ "- **Ocean Warming**: A large portion (91%) of this energy accumulation is absorbed by the oceans, which leads to rising sea temperatures. Other areas affected include land warming, ice loss, and atmospheric warming [Doc 2].\n",
+ "\n",
+ "### Contributions to Climate Change\n",
+ "- **Greenhouse Gases**: The primary driver of positive radiative forcing is the increase in greenhouse gases, which trap heat in the atmosphere. Since 2011, the contribution from GHGs has increased by 0.34 W/mยฒ [Doc 1].\n",
+ "- **Aerosols**: While aerosols can have a cooling effect by reflecting sunlight, their overall impact is less than that of greenhouse gases. Changes in aerosol concentrations and their effects on climate are also being better understood [Doc 1, Doc 4].\n",
+ "\n",
+ "### Future Implications\n",
+ "- **Temperature Projections**: The cumulative emissions of CO2 and other greenhouse gases will determine the likelihood of limiting global warming to critical thresholds, such as 1.5ยฐC above pre-industrial levels [Doc 3, Doc 12].\n",
+ "- **Policy and Action**: Understanding radiative forcing is crucial for developing effective climate policies aimed at reducing emissions and mitigating climate change impacts.\n",
+ "\n",
+ "In summary, radiative forcing is a fundamental concept that helps explain how human activities, particularly the release of greenhouse gases, are warming our planet. The ongoing changes in our climate system highlight the urgent need for action to reduce emissions and limit future warming.\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.chains.prompts import audience_prompts\n",
+ "from front.utils import make_html_source,parse_output_llm_with_sources,serialize_docs,make_toolbox,generate_html_graphs\n",
+ "from gradio import ChatMessage\n",
+ "init_prompt = \"\"\n",
+ "\n",
+ "docs = []\n",
+ "docs_used = True\n",
+ "docs_html = \"\"\n",
+ "current_graphs = []\n",
+ "output_query = \"\"\n",
+ "output_language = \"\"\n",
+ "output_keywords = \"\"\n",
+ "gallery = []\n",
+ "updates = []\n",
+ "start_streaming = False\n",
+ "\n",
+ "steps_display = {\n",
+ " \"categorize_intent\":(\"๐๏ธ Analyzing user message\",True),\n",
+ " \"transform_query\":(\"๐๏ธ Thinking step by step to answer the question\",True),\n",
+ " \"retrieve_documents\":(\"๐๏ธ Searching in the knowledge base\",False),\n",
+ "}\n",
+ "query = \"what is the impact of radiative forcing\"\n",
+ "inputs = {\"user_input\": query,\"audience\": audience_prompts[\"general\"] ,\"sources\": [\"IPCC\", \"IPBES\", \"IPOS\"]}\n",
+ "history = [ChatMessage(role=\"assistant\", content=init_prompt)]\n",
+ "history + [ChatMessage(role=\"user\", content=query)]\n",
+ "\n",
+ "\n",
+ "result = app.astream_events(inputs,version = \"v1\") #{\"callbacks\":[MyCustomAsyncHandler()]})\n",
+ "\n",
+ "async for event in result:\n",
+ " if \"langgraph_node\" in event[\"metadata\"]:\n",
+ " node = event[\"metadata\"][\"langgraph_node\"]\n",
+ "\n",
+ " if event[\"event\"] == \"on_chain_end\" and event[\"name\"] == \"retrieve_documents\" :# when documents are retrieved\n",
+ " try:\n",
+ " docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " docs_html = []\n",
+ " for i, d in enumerate(docs, 1):\n",
+ " docs_html.append(make_html_source(d, i))\n",
+ " \n",
+ " used_documents = used_documents + [d.metadata[\"name\"] for d in docs]\n",
+ " history[-1].content = \"Adding sources :\\n\\n - \" + \"\\n - \".join(np.unique(used_documents))\n",
+ " \n",
+ " docs_html = \"\".join(docs_html)\n",
+ " \n",
+ " except Exception as e:\n",
+ " print(f\"Error getting documents: {e}\")\n",
+ " print(event)\n",
+ "\n",
+ " elif event[\"name\"] in steps_display.keys() and event[\"event\"] == \"on_chain_start\": #display steps\n",
+ " event_description,display_output = steps_display[node]\n",
+ " if not hasattr(history[-1], 'metadata') or history[-1].metadata[\"title\"] != event_description: # if a new step begins\n",
+ " history.append(ChatMessage(role=\"assistant\", content = \"\", metadata={'title' :event_description}))\n",
+ "\n",
+ " elif event[\"name\"] != \"transform_query\" and event[\"event\"] == \"on_chat_model_stream\" and node in [\"answer_rag\", \"answer_search\"]:# if streaming answer\n",
+ " if start_streaming == False:\n",
+ " start_streaming = True\n",
+ " history.append(ChatMessage(role=\"assistant\", content = \"\"))\n",
+ " answer_message_content += event[\"data\"][\"chunk\"].content\n",
+ " answer_message_content = parse_output_llm_with_sources(answer_message_content)\n",
+ " history[-1] = ChatMessage(role=\"assistant\", content = answer_message_content)\n",
+ " \n",
+ " elif event[\"name\"] in [\"retrieve_graphs\", \"retrieve_graphs_ai\"] and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " recommended_content = event[\"data\"][\"output\"][\"recommended_content\"]\n",
+ " # graphs = [\n",
+ " # {\n",
+ " # \"embedding\": x.metadata[\"returned_content\"],\n",
+ " # \"metadata\": {\n",
+ " # \"source\": x.metadata[\"source\"],\n",
+ " # \"category\": x.metadata[\"category\"]\n",
+ " # }\n",
+ " # } for x in recommended_content if x.metadata[\"source\"] == \"OWID\"\n",
+ " # ]\n",
+ " \n",
+ " unique_graphs = []\n",
+ " seen_embeddings = set()\n",
+ "\n",
+ " for x in recommended_content:\n",
+ " embedding = x.metadata[\"returned_content\"]\n",
+ " \n",
+ " # Check if the embedding has already been seen\n",
+ " if embedding not in seen_embeddings:\n",
+ " unique_graphs.append({\n",
+ " \"embedding\": embedding,\n",
+ " \"metadata\": {\n",
+ " \"source\": x.metadata[\"source\"],\n",
+ " \"category\": x.metadata[\"category\"]\n",
+ " }\n",
+ " })\n",
+ " # Add the embedding to the seen set\n",
+ " seen_embeddings.add(embedding)\n",
+ "\n",
+ "\n",
+ " categories = {}\n",
+ " for graph in unique_graphs:\n",
+ " category = graph['metadata']['category']\n",
+ " if category not in categories:\n",
+ " categories[category] = []\n",
+ " categories[category].append(graph['embedding'])\n",
+ "\n",
+ " # graphs_html = \"\"\n",
+ " for category, embeddings in categories.items():\n",
+ " # graphs_html += f\"<h3>{category}</h3>\"\n",
+ " # current_graphs.append(f\"<h3>{category}</h3>\")\n",
+ " for embedding in embeddings:\n",
+ " current_graphs.append([embedding, category])\n",
+ " # graphs_html += f\"<div>{embedding}</div>\"\n",
+ " \n",
+ " except Exception as e:\n",
+ " print(f\"Error getting graphs: {e}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "TypeError",
+ "evalue": "'Metadata' object is not subscriptable",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[33], line 49\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;129;01min\u001b[39;00m steps_display\u001b[38;5;241m.\u001b[39mkeys() \u001b[38;5;129;01mand\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon_chain_start\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;66;03m#display steps\u001b[39;00m\n\u001b[1;32m 48\u001b[0m event_description,display_output \u001b[38;5;241m=\u001b[39m steps_display[node]\n\u001b[0;32m---> 49\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(history[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmetadata\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m \u001b[43mhistory\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetadata\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtitle\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m \u001b[38;5;241m!=\u001b[39m event_description: \u001b[38;5;66;03m# if a new step begins\u001b[39;00m\n\u001b[1;32m 50\u001b[0m history\u001b[38;5;241m.\u001b[39mappend(ChatMessage(role\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124massistant\u001b[39m\u001b[38;5;124m\"\u001b[39m, content \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m, metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtitle\u001b[39m\u001b[38;5;124m'\u001b[39m :event_description}))\n\u001b[1;32m 52\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtransform_query\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m event[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mevent\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon_chat_model_stream\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m node \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124manswer_rag\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124manswer_search\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\u001b[38;5;66;03m# if streaming answer\u001b[39;00m\n",
+ "\u001b[0;31mTypeError\u001b[0m: 'Metadata' object is not subscriptable"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Categorize_message ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Output intent categorization: {'intent': 'search'}\n",
+ "\n",
+ "---- Transform query ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieving graphs ----\n",
+ "Subquestion 0: What is radiative forcing and how does it affect climate change?\n",
+ "8 graphs retrieved for subquestion 1: [Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.8423357605934143, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.005384462885558605, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_780', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Nationally determined contributions (NDCs) embody efforts by each country to reduce national emissions and adapt to the impacts of climate change. The Paris Agreement requires each of the 193 Parties to prepare, communicate and maintain NDCs outlining what they intend to achieve. NDCs must be updated every five years.', 'url': 'https://ourworldindata.org/grapher/nationally-determined-contributions', 'similarity_score': 0.8526537418365479, 'content': 'Nationally determined contributions to climate change', 'reranking_score': 7.293858652701601e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Nationally determined contributions to climate change'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_342', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.8662314414978027, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 6.450313958339393e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Carbon dioxide emissions factors'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_358', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas', 'similarity_score': 0.8814464807510376, 'content': 'Contribution to global mean surface temperature rise by gas', 'reranking_score': 2.3544196665170603e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise by gas'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_357', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees', 'similarity_score': 0.8828883171081543, 'content': 'Contribution to global mean surface temperature rise', 'reranking_score': 1.724368667055387e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8840625286102295, 'content': 'Global warming contributions by gas and source', 'reranking_score': 1.6588734069955535e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_767', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/sea-surface-temperature?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'This is measured at a nominal depth of 20cm, and given relative to the average temperature from the period of 1961 - 1990. Measured in degrees Celsius.', 'url': 'https://ourworldindata.org/grapher/sea-surface-temperature', 'similarity_score': 0.9009610414505005, 'content': 'Global warming: monthly sea surface temperature anomaly', 'reranking_score': 1.570666063344106e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: monthly sea surface temperature anomaly'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_768', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The deviation of a specific year's average surface temperature from the 1991-2020 mean, in degrees Celsius.\", 'url': 'https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies', 'similarity_score': 0.9119041562080383, 'content': 'Global yearly surface temperature anomalies', 'reranking_score': 1.5241118489939254e-05, 'query_used_for_retrieval': 'What is radiative forcing and how does it affect climate change?', 'sources_used': ['IEA', 'OWID']}, page_content='Global yearly surface temperature anomalies')]\n",
+ "Subquestion 1: What are the specific impacts of radiative forcing on global temperatures and weather patterns?\n",
+ "7 graphs retrieved for subquestion 2: [Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.743827223777771, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.02035224437713623, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_357', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees', 'similarity_score': 0.7458232045173645, 'content': 'Contribution to global mean surface temperature rise', 'reranking_score': 0.010060282424092293, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_358', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-to-temp-rise-by-gas', 'similarity_score': 0.7628831267356873, 'content': 'Contribution to global mean surface temperature rise by gas', 'reranking_score': 0.0008739086915738881, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise by gas'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_768', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The deviation of a specific year's average surface temperature from the 1991-2020 mean, in degrees Celsius.\", 'url': 'https://ourworldindata.org/grapher/global-yearly-surface-temperature-anomalies', 'similarity_score': 0.7884460687637329, 'content': 'Global yearly surface temperature anomalies', 'reranking_score': 0.000565648078918457, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Global yearly surface temperature anomalies'), Document(metadata={'category': 'Natural Disasters', 'doc_id': 'owid_1759', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-precipitation-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'This indicator shows annual anomalies compared with the average precipitation from 1901 to 2000 based on rainfall and snowfall measurements from land-based weather stations worldwide.', 'url': 'https://ourworldindata.org/grapher/global-precipitation-anomaly', 'similarity_score': 0.7976844906806946, 'content': 'Global precipitation anomaly', 'reranking_score': 0.00035785927320830524, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Global precipitation anomaly'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_359', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of carbon dioxide, methane, and nitrous oxide. This is for land use and agriculture only.\", 'url': 'https://ourworldindata.org/grapher/global-warming-land', 'similarity_score': 0.8079851269721985, 'content': 'Contribution to global mean surface temperature rise from agriculture and land use', 'reranking_score': 0.00035303618642501533, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise from agriculture and land use'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8176379203796387, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.00030412289197556674, 'query_used_for_retrieval': 'What are the specific impacts of radiative forcing on global temperatures and weather patterns?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source')]\n",
+ "---- Retrieve documents ----\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Answer:\n",
+ "Radiative forcing is a key concept in understanding how human activities affect the Earth's climate. It refers to the change in energy balance in the atmosphere due to various factors, primarily greenhouse gases (GHGs) and aerosols. Hereโs a breakdown of its impact:\n",
+ "\n",
+ "### Key Points on Radiative Forcing:\n",
+ "\n",
+ "- **Human Influence**: Since the mid-18th century, human activities have significantly increased the concentration of greenhouse gases in the atmosphere, leading to a radiative forcing of approximately 2.72 watts per square meter (W/mยฒ) by 2019. This represents a 19% increase since the last major assessment in 2014, primarily due to rising GHG levels [Doc 1, Doc 3].\n",
+ "\n",
+ "- **Energy Accumulation**: The increase in radiative forcing results in more energy being trapped in the climate system, which leads to warming. The average rate of heating has risen from 0.50 W/mยฒ between 1971 and 2006 to 0.79 W/mยฒ from 2006 to 2018. Most of this heat (91%) is absorbed by the oceans, while land, ice, and the atmosphere account for smaller portions [Doc 2].\n",
+ "\n",
+ "- **Cooling Effects**: While GHGs contribute to warming, aerosols (tiny particles in the atmosphere) can have a cooling effect. However, the overall impact of human-caused radiative forcing is still positive, meaning it leads to net warming [Doc 1].\n",
+ "\n",
+ "- **Future Implications**: The cumulative emissions of CO2 and other gases will determine how much the Earth warms in the future. For instance, limiting warming to 1.5ยฐC above pre-industrial levels will require significant reductions in emissions [Doc 4, Doc 10].\n",
+ "\n",
+ "### Summary of Impacts:\n",
+ "- **Increased Global Temperatures**: The rise in radiative forcing is a major driver of global temperature increases, which can lead to more extreme weather events, rising sea levels, and disruptions to ecosystems.\n",
+ "- **Ocean Warming**: The majority of the heat from increased radiative forcing is absorbed by the oceans, which can affect marine life and weather patterns.\n",
+ "- **Long-term Climate Change**: Continued radiative forcing will have lasting effects on the climate, making it crucial to understand and mitigate these impacts through reduced emissions and other strategies.\n",
+ "\n",
+ "In summary, radiative forcing is a fundamental mechanism by which human activities are changing the climate, primarily through the increase of greenhouse gases, leading to significant warming and associated impacts on the environment and society [Doc 1, Doc 2, Doc 4].\n"
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.chains.prompts import audience_prompts\n",
+ "from front.utils import make_html_source,parse_output_llm_with_sources,serialize_docs,make_toolbox,generate_html_graphs\n",
+ "from gradio import ChatMessage\n",
+ "init_prompt = \"\"\n",
+ "\n",
+ "docs = []\n",
+ "docs_used = True\n",
+ "docs_html = \"\"\n",
+ "current_graphs = []\n",
+ "output_query = \"\"\n",
+ "output_language = \"\"\n",
+ "output_keywords = \"\"\n",
+ "gallery = []\n",
+ "updates = []\n",
+ "start_streaming = False\n",
+ "history = [ChatMessage(role=\"assistant\", content=init_prompt)]\n",
+ "steps_display = {\n",
+ " \"categorize_intent\":(\"๐๏ธ Analyzing user message\",True),\n",
+ " \"transform_query\":(\"๐๏ธ Thinking step by step to answer the question\",True),\n",
+ " \"retrieve_documents\":(\"๐๏ธ Searching in the knowledge base\",False),\n",
+ "}\n",
+ "query = \"what is the impact of radiative forcing\"\n",
+ "inputs = {\"user_input\": query,\"audience\": audience_prompts[\"general\"] ,\"sources\": [\"IPCC\", \"IPBES\", \"IPOS\"]}\n",
+ "\n",
+ "result = app.astream_events(inputs,version = \"v1\") #{\"callbacks\":[MyCustomAsyncHandler()]})\n",
+ "\n",
+ "async for event in result:\n",
+ " if \"langgraph_node\" in event[\"metadata\"]:\n",
+ " node = event[\"metadata\"][\"langgraph_node\"]\n",
+ "\n",
+ " if event[\"event\"] == \"on_chain_end\" and event[\"name\"] == \"retrieve_documents\" :# when documents are retrieved\n",
+ " try:\n",
+ " docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " docs_html = []\n",
+ " for i, d in enumerate(docs, 1):\n",
+ " docs_html.append(make_html_source(d, i))\n",
+ " \n",
+ " used_documents = used_documents + [d.metadata[\"name\"] for d in docs]\n",
+ " history[-1].content = \"Adding sources :\\n\\n - \" + \"\\n - \".join(np.unique(used_documents))\n",
+ " \n",
+ " docs_html = \"\".join(docs_html)\n",
+ " \n",
+ " except Exception as e:\n",
+ " print(f\"Error getting documents: {e}\")\n",
+ " print(event)\n",
+ "\n",
+ " elif event[\"name\"] in steps_display.keys() and event[\"event\"] == \"on_chain_start\": #display steps\n",
+ " event_description,display_output = steps_display[node]\n",
+ " if not hasattr(history[-1], 'metadata') or history[-1].metadata[\"title\"] != event_description: # if a new step begins\n",
+ " history.append(ChatMessage(role=\"assistant\", content = \"\", metadata={'title' :event_description}))\n",
+ "\n",
+ " elif event[\"name\"] != \"transform_query\" and event[\"event\"] == \"on_chat_model_stream\" and node in [\"answer_rag\", \"answer_search\"]:# if streaming answer\n",
+ " if start_streaming == False:\n",
+ " start_streaming = True\n",
+ " history.append(ChatMessage(role=\"assistant\", content = \"\"))\n",
+ " answer_message_content += event[\"data\"][\"chunk\"].content\n",
+ " answer_message_content = parse_output_llm_with_sources(answer_message_content)\n",
+ " history[-1] = ChatMessage(role=\"assistant\", content = answer_message_content)\n",
+ " \n",
+ " elif event[\"name\"] in [\"retrieve_graphs\", \"retrieve_graphs_ai\"] and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " recommended_content = event[\"data\"][\"output\"][\"recommended_content\"]\n",
+ " # graphs = [\n",
+ " # {\n",
+ " # \"embedding\": x.metadata[\"returned_content\"],\n",
+ " # \"metadata\": {\n",
+ " # \"source\": x.metadata[\"source\"],\n",
+ " # \"category\": x.metadata[\"category\"]\n",
+ " # }\n",
+ " # } for x in recommended_content if x.metadata[\"source\"] == \"OWID\"\n",
+ " # ]\n",
+ " \n",
+ " unique_graphs = []\n",
+ " seen_embeddings = set()\n",
+ "\n",
+ " for x in recommended_content:\n",
+ " embedding = x.metadata[\"returned_content\"]\n",
+ " \n",
+ " # Check if the embedding has already been seen\n",
+ " if embedding not in seen_embeddings:\n",
+ " unique_graphs.append({\n",
+ " \"embedding\": embedding,\n",
+ " \"metadata\": {\n",
+ " \"source\": x.metadata[\"source\"],\n",
+ " \"category\": x.metadata[\"category\"]\n",
+ " }\n",
+ " })\n",
+ " # Add the embedding to the seen set\n",
+ " seen_embeddings.add(embedding)\n",
+ "\n",
+ "\n",
+ " categories = {}\n",
+ " for graph in unique_graphs:\n",
+ " category = graph['metadata']['category']\n",
+ " if category not in categories:\n",
+ " categories[category] = []\n",
+ " categories[category].append(graph['embedding'])\n",
+ "\n",
+ " # graphs_html = \"\"\n",
+ " for category, embeddings in categories.items():\n",
+ " # graphs_html += f\"<h3>{category}</h3>\"\n",
+ " # current_graphs.append(f\"<h3>{category}</h3>\")\n",
+ " for embedding in embeddings:\n",
+ " current_graphs.append([embedding, category])\n",
+ " # graphs_html += f\"<div>{embedding}</div>\"\n",
+ " \n",
+ " except Exception as e:\n",
+ " print(f\"Error getting graphs: {e}\")\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " # ### old\n",
+ " # if event[\"event\"] == \"on_chat_model_stream\" and event[\"metadata\"][\"langgraph_node\"] in [\"answer_rag\", \"answer_rag_no_docs\", \"answer_chitchat\", \"answer_ai_impact\"]:\n",
+ " # if start_streaming == False:\n",
+ " # start_streaming = True\n",
+ " # history.append(ChatMessage(role=\"assistant\", content = \"\"))\n",
+ "\n",
+ " # answer_message_content += event[\"data\"][\"chunk\"].content\n",
+ " # answer_message_content = parse_output_llm_with_sources(answer_message_content)\n",
+ " # history[-1] = ChatMessage(role=\"assistant\", content = answer_message_content)\n",
+ "\n",
+ "\n",
+ " # if docs_used is True and event[\"metadata\"][\"langgraph_node\"] in [\"answer_rag_no_docs\", \"answer_chitchat\", \"answer_ai_impact\"]:\n",
+ " # docs_used = False\n",
+ " \n",
+ " # elif docs_used is True and event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_end\":\n",
+ " # try:\n",
+ " # docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " # docs_html = []\n",
+ " # for i, d in enumerate(docs, 1):\n",
+ " # docs_html.append(make_html_source(d, i))\n",
+ " # docs_html = \"\".join(docs_html)\n",
+ "\n",
+ " # except Exception as e:\n",
+ " # print(f\"Error getting documents: {e}\")\n",
+ " # print(event)\n",
+ "\n",
+ " # elif event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_start\":\n",
+ " # print(event)\n",
+ " # questions = event[\"data\"][\"input\"][\"questions\"]\n",
+ " # questions = \"\\n\".join([f\"{i+1}. {q['question']} ({q['source']})\" for i,q in enumerate(questions)])\n",
+ " # answer_yet = \"๐๏ธ Searching in the knowledge base\\n{questions}\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ "\n",
+ " # elif event[\"name\"] in [\"retrieve_graphs\", \"retrieve_graphs_ai\"] and event[\"event\"] == \"on_chain_end\":\n",
+ " # try:\n",
+ " # recommended_content = event[\"data\"][\"output\"][\"recommended_content\"]\n",
+ " # # graphs = [\n",
+ " # # {\n",
+ " # # \"embedding\": x.metadata[\"returned_content\"],\n",
+ " # # \"metadata\": {\n",
+ " # # \"source\": x.metadata[\"source\"],\n",
+ " # # \"category\": x.metadata[\"category\"]\n",
+ " # # }\n",
+ " # # } for x in recommended_content if x.metadata[\"source\"] == \"OWID\"\n",
+ " # # ]\n",
+ " \n",
+ " # unique_graphs = []\n",
+ " # seen_embeddings = set()\n",
+ "\n",
+ " # for x in recommended_content:\n",
+ " # embedding = x.metadata[\"returned_content\"]\n",
+ " \n",
+ " # # Check if the embedding has already been seen\n",
+ " # if embedding not in seen_embeddings:\n",
+ " # unique_graphs.append({\n",
+ " # \"embedding\": embedding,\n",
+ " # \"metadata\": {\n",
+ " # \"source\": x.metadata[\"source\"],\n",
+ " # \"category\": x.metadata[\"category\"]\n",
+ " # }\n",
+ " # })\n",
+ " # # Add the embedding to the seen set\n",
+ " # seen_embeddings.add(embedding)\n",
+ "\n",
+ "\n",
+ " # categories = {}\n",
+ " # for graph in unique_graphs:\n",
+ " # category = graph['metadata']['category']\n",
+ " # if category not in categories:\n",
+ " # categories[category] = []\n",
+ " # categories[category].append(graph['embedding'])\n",
+ "\n",
+ " # # graphs_html = \"\"\n",
+ " # for category, embeddings in categories.items():\n",
+ " # # graphs_html += f\"<h3>{category}</h3>\"\n",
+ " # # current_graphs.append(f\"<h3>{category}</h3>\")\n",
+ " # for embedding in embeddings:\n",
+ " # current_graphs.append([embedding, category])\n",
+ " # # graphs_html += f\"<div>{embedding}</div>\"\n",
+ " \n",
+ " # except Exception as e:\n",
+ " # print(f\"Error getting graphs: {e}\")\n",
+ "\n",
+ " # elif event[\"name\"] in steps_display.keys() and event[\"event\"] == \"on_chain_start\": #display steps\n",
+ " # node = event[\"metadata\"][\"langgraph_node\"]\n",
+ " # event_description,display_output = steps_display[node]\n",
+ " # if not hasattr(history[-1], 'metadata') or history[-1].metadata[\"title\"] != event_description: # if a new step begins\n",
+ " # history.append(ChatMessage(role=\"assistant\", content = \"\", metadata={'title' :event_description}))\n",
+ "\n",
+ " # for event_name,(event_description,display_output) in steps_display.items():\n",
+ " # if event[\"name\"] == event_name:\n",
+ " # if event[\"event\"] == \"on_chain_start\":\n",
+ " # # answer_yet = f\"<p><span class='loader'></span>{event_description}</p>\"\n",
+ " # # answer_yet = make_toolbox(event_description, \"\", checked = False)\n",
+ " # answer_yet = event_description\n",
+ "\n",
+ " # history[-1] = (query,answer_yet)\n",
+ " # elif event[\"event\"] == \"on_chain_end\":\n",
+ " # answer_yet = \"\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ " # if display_output:\n",
+ " # print(event[\"data\"][\"output\"])\n",
+ "\n",
+ " # if op['path'] == path_reformulation: # reforulated question\n",
+ " # try:\n",
+ " # output_language = op['value'][\"language\"] # str\n",
+ " # output_query = op[\"value\"][\"question\"]\n",
+ " # except Exception as e:\n",
+ " # raise gr.Error(f\"ClimateQ&A Error: {e} - The error has been noted, try another question and if the error remains, you can contact us :)\")\n",
+ " \n",
+ " # if op[\"path\"] == path_keywords:\n",
+ " # try:\n",
+ " # output_keywords = op['value'][\"keywords\"] # str\n",
+ " # output_keywords = \" AND \".join(output_keywords)\n",
+ " # except Exception as e:\n",
+ " # pass\n",
+ "\n",
+ "\n",
+ "\n",
+ " # history = [tuple(x) for x in history]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 44,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Categorize_message ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Output intent categorization: {'intent': 'search'}\n",
+ "\n",
+ "---- Transform query ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieving graphs ----\n",
+ "Subquestion 0: What are the effects of climate change on the environment?\n",
+ "8 graphs retrieved for subquestion 1: [Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_349', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Consumption-based emissions are national emissions that have been adjusted for trade. This measures fossil fuel and industry emissions. Land-use change is not included.', 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp', 'similarity_score': 0.7941333055496216, 'content': 'Change in CO2 emissions and GDP', 'reranking_score': 0.279598593711853, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Change in CO2 emissions and GDP'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_780', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Nationally determined contributions (NDCs) embody efforts by each country to reduce national emissions and adapt to the impacts of climate change. The Paris Agreement requires each of the 193 Parties to prepare, communicate and maintain NDCs outlining what they intend to achieve. NDCs must be updated every five years.', 'url': 'https://ourworldindata.org/grapher/nationally-determined-contributions', 'similarity_score': 0.7979490756988525, 'content': 'Nationally determined contributions to climate change', 'reranking_score': 0.012760520912706852, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Nationally determined contributions to climate change'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_756', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'National adaptation plans are a means of identifying medium- and long-term climate change adaptation needs and developing and implementing strategies and programmes to address those needs.', 'url': 'https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change', 'similarity_score': 0.7981775999069214, 'content': 'Countries with national adaptation plans for climate change', 'reranking_score': 0.004124350380152464, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Countries with national adaptation plans for climate change'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.7989407181739807, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.0036289971321821213, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8071538805961609, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.0016414257697761059, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_350', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.', 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita', 'similarity_score': 0.8269157409667969, 'content': 'Change in per capita CO2 emissions and GDP', 'reranking_score': 0.00023705528292339295, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Change in per capita CO2 emissions and GDP'), Document(metadata={'category': 'Biodiversity', 'doc_id': 'owid_199', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/habitat-loss-25-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The number of species at risk of losing greater than 25% of their habitat as a result of agricultural expansion under business-as-usual projections to 2050. This is shown for countries with more than 25 species at risk.', 'url': 'https://ourworldindata.org/grapher/habitat-loss-25-species', 'similarity_score': 0.8301026225090027, 'content': 'Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050', 'reranking_score': 7.497359911212698e-05, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_782', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/opinions-young-people-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Share of young people in each surveyed country that responded \"yes\" to each statement about climate change. 1,000 young people, aged 16 to 25 years old, were surveyed in each country.', 'url': 'https://ourworldindata.org/grapher/opinions-young-people-climate', 'similarity_score': 0.8306424617767334, 'content': 'Opinions of young people on the threats of climate change', 'reranking_score': 2.747046346485149e-05, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Opinions of young people on the threats of climate change')]\n",
+ "Subquestion 1: How does climate change affect human health and society?\n",
+ "7 graphs retrieved for subquestion 2: [Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_789', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-believe-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Participants were asked to score beliefs on a scale from 0 to 100 on four questions: whether action was necessary to avoid a global catastrophe; humans were causing climate change; it was a serious threat to humanity; and was a global emergency.', 'url': 'https://ourworldindata.org/grapher/share-believe-climate', 'similarity_score': 0.7580230236053467, 'content': \"Share of people who believe in climate change and think it's a serious threat to humanity\", 'reranking_score': 0.005214352160692215, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content=\"Share of people who believe in climate change and think it's a serious threat to humanity\"), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_782', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/opinions-young-people-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Share of young people in each surveyed country that responded \"yes\" to each statement about climate change. 1,000 young people, aged 16 to 25 years old, were surveyed in each country.', 'url': 'https://ourworldindata.org/grapher/opinions-young-people-climate', 'similarity_score': 0.8168312311172485, 'content': 'Opinions of young people on the threats of climate change', 'reranking_score': 0.004852706100791693, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Opinions of young people on the threats of climate change'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_756', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'National adaptation plans are a means of identifying medium- and long-term climate change adaptation needs and developing and implementing strategies and programmes to address those needs.', 'url': 'https://ourworldindata.org/grapher/countries-with-national-adaptation-plans-for-climate-change', 'similarity_score': 0.8196202516555786, 'content': 'Countries with national adaptation plans for climate change', 'reranking_score': 0.0012044497998431325, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Countries with national adaptation plans for climate change'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.8402930498123169, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.00041706717456690967, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'), Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_780', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Nationally determined contributions (NDCs) embody efforts by each country to reduce national emissions and adapt to the impacts of climate change. The Paris Agreement requires each of the 193 Parties to prepare, communicate and maintain NDCs outlining what they intend to achieve. NDCs must be updated every five years.', 'url': 'https://ourworldindata.org/grapher/nationally-determined-contributions', 'similarity_score': 0.8433299660682678, 'content': 'Nationally determined contributions to climate change', 'reranking_score': 0.00030759291257709265, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Nationally determined contributions to climate change'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_357', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees', 'similarity_score': 0.8584674596786499, 'content': 'Contribution to global mean surface temperature rise', 'reranking_score': 0.00025533974985592067, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise'), Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_317', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-gdp-pop-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Percentage change in gross domestic product (GDP), population, and carbon dioxide (COโ) emissions.', 'url': 'https://ourworldindata.org/grapher/co2-gdp-pop-growth', 'similarity_score': 0.8730868697166443, 'content': 'Annual change in GDP, population and CO2 emissions', 'reranking_score': 0.0002404096449026838, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Annual change in GDP, population and CO2 emissions')]\n",
+ "---- Retrieve documents ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_start callback: ValidationError(model='Run', errors=[{'loc': ('__root__',), 'msg': \"argument of type 'NoneType' is not iterable\", 'type': 'type_error'}])\n",
+ "WARNING:langchain_core.callbacks.manager:Error in LangChainTracer.on_chain_end callback: TracerException('No indexed run ID aa00a789-394b-42e1-922b-28d51bd4c441.')\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieve documents ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
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+ "---- Answer RAG ----\n"
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+ "Answer:\n",
+ "Climate change has profound and multifaceted impacts on both human systems and the natural environment, with significant implications for health, biodiversity, agriculture, and infrastructure. Here are the key impacts:\n",
+ "\n",
+ "### 1. **Human Health**\n",
+ "- **Physical and Mental Health**: Climate change adversely affects physical health globally, leading to increased mortality and morbidity due to extreme heat events. It also exacerbates mental health issues, particularly in vulnerable populations [Doc 1, Doc 11].\n",
+ "- **Disease Dynamics**: There is a notable increase in climate-related diseases, including vector-borne diseases (e.g., malaria, dengue) due to the expansion of disease vectors. Additionally, the incidence of water- and food-borne diseases has risen, influenced by higher temperatures and increased rainfall, which can lead to outbreaks of diseases like cholera [Doc 1, Doc 13].\n",
+ "- **Food Security and Nutrition**: Climate change impacts food production through altered agricultural yields, which can lead to malnutrition and food insecurity, particularly in regions already facing challenges [Doc 2, Doc 6].\n",
+ "\n",
+ "### 2. **Biodiversity and Ecosystems**\n",
+ "- **Species and Habitat Changes**: Climate change drives shifts in species ranges, habitat locations, and seasonal timing, which can lead to biodiversity loss. Many species are unable to adapt or migrate quickly enough to cope with the rapid changes [Doc 4, Doc 9].\n",
+ "- **Ecosystem Functionality**: Changes in climate affect critical ecosystem functions such as water regulation, food production, and carbon sequestration. This can lead to decreased resilience of ecosystems and increased vulnerability to other stressors like pollution and habitat degradation [Doc 5, Doc 9].\n",
+ "\n",
+ "### 3. **Agriculture and Food Production**\n",
+ "- **Agricultural Yields**: Climate change directly affects agricultural productivity through changes in temperature, precipitation patterns, and CO2 concentrations. These changes can lead to reduced crop yields and increased pest populations, further threatening food security [Doc 6, Doc 10].\n",
+ "- **Land Degradation**: The interaction of climate change with other drivers of land degradation is expected to exacerbate the extent and severity of land degradation, complicating restoration efforts and necessitating new adaptive strategies [Doc 6].\n",
+ "\n",
+ "### 4. **Infrastructure and Urban Areas**\n",
+ "- **Impact on Cities**: Urban areas are particularly vulnerable to climate change, experiencing intensified heatwaves, flooding, and other extreme weather events. These impacts can compromise infrastructure, disrupt services, and lead to significant economic losses, disproportionately affecting marginalized communities [Doc 11, Doc 10].\n",
+ "- **Economic Implications**: The economic sectors are also at risk, with climate change causing damage to cities and infrastructure, which can hinder development and adaptation efforts [Doc 2, Doc 10].\n",
+ "\n",
+ "### 5. **Interconnectedness of Impacts**\n",
+ "- The effects of climate change are compounded by interactions with other environmental, socio-cultural, political, and economic drivers, making the challenges more complex and requiring integrated approaches for mitigation and adaptation [Doc 12, Doc 10].\n",
+ "\n",
+ "In summary, climate change poses significant risks across various domains, necessitating urgent action to mitigate its impacts and adapt to the changing conditions. The interplay between health, biodiversity, agriculture, and infrastructure highlights the need for comprehensive strategies to address these interconnected challenges.\n"
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+ " 'answer': 'Climate change has profound and multifaceted impacts on both human systems and the natural environment, with significant implications for health, biodiversity, agriculture, and infrastructure. Here are the key impacts:\\n\\n### 1. **Human Health**\\n- **Physical and Mental Health**: Climate change adversely affects physical health globally, leading to increased mortality and morbidity due to extreme heat events. It also exacerbates mental health issues, particularly in vulnerable populations [Doc 1, Doc 11].\\n- **Disease Dynamics**: There is a notable increase in climate-related diseases, including vector-borne diseases (e.g., malaria, dengue) due to the expansion of disease vectors. Additionally, the incidence of water- and food-borne diseases has risen, influenced by higher temperatures and increased rainfall, which can lead to outbreaks of diseases like cholera [Doc 1, Doc 13].\\n- **Food Security and Nutrition**: Climate change impacts food production through altered agricultural yields, which can lead to malnutrition and food insecurity, particularly in regions already facing challenges [Doc 2, Doc 6].\\n\\n### 2. **Biodiversity and Ecosystems**\\n- **Species and Habitat Changes**: Climate change drives shifts in species ranges, habitat locations, and seasonal timing, which can lead to biodiversity loss. Many species are unable to adapt or migrate quickly enough to cope with the rapid changes [Doc 4, Doc 9].\\n- **Ecosystem Functionality**: Changes in climate affect critical ecosystem functions such as water regulation, food production, and carbon sequestration. This can lead to decreased resilience of ecosystems and increased vulnerability to other stressors like pollution and habitat degradation [Doc 5, Doc 9].\\n\\n### 3. **Agriculture and Food Production**\\n- **Agricultural Yields**: Climate change directly affects agricultural productivity through changes in temperature, precipitation patterns, and CO2 concentrations. These changes can lead to reduced crop yields and increased pest populations, further threatening food security [Doc 6, Doc 10].\\n- **Land Degradation**: The interaction of climate change with other drivers of land degradation is expected to exacerbate the extent and severity of land degradation, complicating restoration efforts and necessitating new adaptive strategies [Doc 6].\\n\\n### 4. **Infrastructure and Urban Areas**\\n- **Impact on Cities**: Urban areas are particularly vulnerable to climate change, experiencing intensified heatwaves, flooding, and other extreme weather events. These impacts can compromise infrastructure, disrupt services, and lead to significant economic losses, disproportionately affecting marginalized communities [Doc 11, Doc 10].\\n- **Economic Implications**: The economic sectors are also at risk, with climate change causing damage to cities and infrastructure, which can hinder development and adaptation efforts [Doc 2, Doc 10].\\n\\n### 5. **Interconnectedness of Impacts**\\n- The effects of climate change are compounded by interactions with other environmental, socio-cultural, political, and economic drivers, making the challenges more complex and requiring integrated approaches for mitigation and adaptation [Doc 12, Doc 10].\\n\\nIn summary, climate change poses significant risks across various domains, necessitating urgent action to mitigate its impacts and adapt to the changing conditions. The interplay between health, biodiversity, agriculture, and infrastructure highlights the need for comprehensive strategies to address these interconnected challenges.',\n",
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+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.7989407181739807, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.0036289971321821213, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.8071538805961609, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.0016414257697761059, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_357', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contribution-temp-rise-degrees?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contribution-temp-rise-degrees', 'similarity_score': 0.8584674596786499, 'content': 'Contribution to global mean surface temperature rise', 'reranking_score': 0.00025533974985592067, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_317', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-gdp-pop-growth?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Percentage change in gross domestic product (GDP), population, and carbon dioxide (COโ) emissions.', 'url': 'https://ourworldindata.org/grapher/co2-gdp-pop-growth', 'similarity_score': 0.8730868697166443, 'content': 'Annual change in GDP, population and CO2 emissions', 'reranking_score': 0.0002404096449026838, 'query_used_for_retrieval': 'How does climate change affect human health and society?', 'sources_used': ['IEA', 'OWID']}, page_content='Annual change in GDP, population and CO2 emissions'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_350', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Consumption-based emissions include those from fossil fuels and industry. Land-use change emissions are not included.', 'url': 'https://ourworldindata.org/grapher/co2-emissions-and-gdp-per-capita', 'similarity_score': 0.8269157409667969, 'content': 'Change in per capita CO2 emissions and GDP', 'reranking_score': 0.00023705528292339295, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Change in per capita CO2 emissions and GDP'),\n",
+ " Document(metadata={'category': 'Biodiversity', 'doc_id': 'owid_199', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/habitat-loss-25-species?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The number of species at risk of losing greater than 25% of their habitat as a result of agricultural expansion under business-as-usual projections to 2050. This is shown for countries with more than 25 species at risk.', 'url': 'https://ourworldindata.org/grapher/habitat-loss-25-species', 'similarity_score': 0.8301026225090027, 'content': 'Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050', 'reranking_score': 7.497359911212698e-05, 'query_used_for_retrieval': 'What are the effects of climate change on the environment?', 'sources_used': ['IEA', 'OWID']}, page_content='Countries with more than 25 species at risk of losing more than 25% of their habitat by 2050')]}"
+ ]
+ },
+ "execution_count": 44,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# output = await app.ainvoke({\"user_input\": \"should I be a vegetarian ?\"})\n",
+ "output = await app.ainvoke({\"user_input\": \"what is the impact of climate change ?\", \"audience\": \"scientifique\", \"sources\": [\"IPCC\", \"IPBES\", \"IPOS\"]})\n",
+ "output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 47,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "dict_keys(['user_input', 'language', 'intent', 'query', 'remaining_questions', 'n_questions', 'answer', 'audience', 'documents', 'recommended_content'])"
+ ]
+ },
+ "execution_count": 47,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "output.keys()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Document(metadata={'category': 'Meat & Dairy Production', 'doc_id': 'owid_1678', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/environmental-footprint-milks?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Impacts are measured per liter of milk. These are based on a meta-analysis of food system impact studies across the supply chain which includes land use change, on-farm production, processing, transport, and packaging.', 'url': 'https://ourworldindata.org/grapher/environmental-footprint-milks', 'similarity_score': 0.6826351881027222, 'content': 'Environmental footprints of dairy and plant-based milks', 'reranking_score': 0.025419369339942932, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Environmental footprints of dairy and plant-based milks'),\n",
+ " Document(metadata={'category': 'Animal Welfare', 'doc_id': 'owid_174', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-choices-uk?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'โ Flexitarian: mainly vegetarian, but occasionally eat meat or fish. โ Pescetarian: eat fish but do not eat meat or poultry. โ Vegetarian: do not eat any meat, poultry, game, fish, or shellfish. โ Plant-based / Vegan: do not eat dairy products, eggs, or any other animal product.', 'url': 'https://ourworldindata.org/grapher/dietary-choices-uk', 'similarity_score': 0.7397687435150146, 'content': 'Vegans, vegetarians and meat-eaters: self-reported dietary choices, United Kingdom', 'reranking_score': 0.0008887002477422357, 'query_used_for_retrieval': 'What are the health benefits of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Vegans, vegetarians and meat-eaters: self-reported dietary choices, United Kingdom'),\n",
+ " Document(metadata={'category': 'Meat & Dairy Production', 'doc_id': 'owid_1688', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-meat-projections-to-2050?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Expressed in tonnes of meat. Data from 1961-2013 is based on published FAO estimates; from 2013-2050 based on FAO projections. Projections are based on future population projections and the expected impacts of regional and national economic growth trends on meat consumption.', 'url': 'https://ourworldindata.org/grapher/global-meat-projections-to-2050', 'similarity_score': 0.7610733509063721, 'content': 'Global meat consumption', 'reranking_score': 5.71148339076899e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Global meat consumption'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_382', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/food-emissions-life-cycle?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions from the food system are broken down by their stage in the life-cycle, from land use and on-farm production through to consumer waste. Emissions are measured in tonnes of carbon dioxide-equivalents.', 'url': 'https://ourworldindata.org/grapher/food-emissions-life-cycle', 'similarity_score': 0.7992925047874451, 'content': 'Global emissions from food by life-cycle stage', 'reranking_score': 4.49202379968483e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Global emissions from food by life-cycle stage'),\n",
+ " Document(metadata={'category': 'Plastic Pollution', 'doc_id': 'owid_1889', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/grocery-bag-environmental-impact?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Number of times a given grocery bag type would have to be reused to have an environmental impact as low as a standard single-use plastic bag.', 'url': 'https://ourworldindata.org/grapher/grocery-bag-environmental-impact', 'similarity_score': 0.824555516242981, 'content': 'Environmental impacts of different types of grocery bags', 'reranking_score': 2.8800952350138687e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Environmental impacts of different types of grocery bags'),\n",
+ " Document(metadata={'category': 'Environmental Impacts of Food Production', 'doc_id': 'owid_1175', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/emissions-from-food?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions are measured in tonnes of carbon dioxide-equivalents.', 'url': 'https://ourworldindata.org/grapher/emissions-from-food', 'similarity_score': 0.8313338756561279, 'content': 'Greenhouse gas emissions from food systems', 'reranking_score': 1.8187101886724122e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Greenhouse gas emissions from food systems'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_483', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/share-global-food-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Food system emissions include agriculture, land-use change, and supply chain emissions (transport, packaging, food processing, retail, cooking, and waste). Emissions are quantified based on food production, not consumption. This means they do not account for international trade.', 'url': 'https://ourworldindata.org/grapher/share-global-food-emissions', 'similarity_score': 0.8323527574539185, 'content': 'Share of global greenhouse gas emissions from food', 'reranking_score': 1.6353857063222677e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Share of global greenhouse gas emissions from food'),\n",
+ " Document(metadata={'category': 'Meat & Dairy Production', 'doc_id': 'owid_1673', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-land-use-vs-beef-consumption?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The percentage of global habitable land area needed for agriculture if the total world population was to adopt the average diet of any given country versus annual per capita beef consumption. Globally we use approximately 50% of habitable land for agriculture, as shown by the grey horizontal line.', 'url': 'https://ourworldindata.org/grapher/dietary-land-use-vs-beef-consumption', 'similarity_score': 0.8455410003662109, 'content': 'Dietary land use vs. beef consumption', 'reranking_score': 1.4984153494879138e-05, 'query_used_for_retrieval': 'What are the environmental impacts of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Dietary land use vs. beef consumption'),\n",
+ " Document(metadata={'category': 'Animal Welfare', 'doc_id': 'owid_168', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/survey-dietary-choices-sentience?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The survey measured attitudes towards animal farming with around 1,500 adults in the United States, census-balanced to be representative of age, gender, region, ethnicity, and income.', 'url': 'https://ourworldindata.org/grapher/survey-dietary-choices-sentience', 'similarity_score': 0.8580029010772705, 'content': 'Public attitudes to dietary choices and meat-eating in the United States', 'reranking_score': 1.3065436178294476e-05, 'query_used_for_retrieval': 'What are the health benefits of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Public attitudes to dietary choices and meat-eating in the United States'),\n",
+ " Document(metadata={'category': 'Diet Compositions', 'doc_id': 'owid_849', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/eat-lancet-diet-animal-products?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Recommended intakes of animal products in the EAT-Lancet diet are shown relative to average daily per capita supply by country. The EAT-Lancet diet is a diet recommended to balance the goals of healthy nutrition and environmental sustainability for a global population.', 'url': 'https://ourworldindata.org/grapher/eat-lancet-diet-animal-products', 'similarity_score': 0.8636244535446167, 'content': 'Consumption of animal products in the EAT-Lancet diet', 'reranking_score': 1.1884163541253656e-05, 'query_used_for_retrieval': 'What are the health benefits of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Consumption of animal products in the EAT-Lancet diet'),\n",
+ " Document(metadata={'category': 'Food Supply', 'doc_id': 'owid_1310', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-meat-consumption-per-person?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Daily meat consumption is shown relative to the expected EU average of 165g per person in 2030. This projection comes from the livestock antibiotic scenarios from Van Boeckel et al. (2017).', 'url': 'https://ourworldindata.org/grapher/daily-meat-consumption-per-person', 'similarity_score': 0.876916766166687, 'content': 'Daily meat consumption per person', 'reranking_score': 1.1853918294946197e-05, 'query_used_for_retrieval': 'What are the health benefits of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Daily meat consumption per person'),\n",
+ " Document(metadata={'category': 'Food Supply', 'doc_id': 'owid_1316', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-protein-supply-from-animal-and-plant-based-foods?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Daily per capita protein supply is measured in grams per person per day. Protein of animal origin includes protein from all meat commodities, eggs and dairy products, and fish & seafood.', 'url': 'https://ourworldindata.org/grapher/daily-protein-supply-from-animal-and-plant-based-foods', 'similarity_score': 0.9169386029243469, 'content': 'Daily protein supply from animal and plant-based foods', 'reranking_score': 1.122933372244006e-05, 'query_used_for_retrieval': 'What are the health benefits of being a vegetarian?', 'sources_used': ['IEA', 'OWID']}, page_content='Daily protein supply from animal and plant-based foods')]"
+ ]
+ },
+ "execution_count": 36,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "output[\"recommended_content\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 38,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# display(Markdown(_combine_recommended_content(output[\"recommended_content\"])))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'graphs': [{'embedding': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'category': 'Diet Compositions',\n",
+ " 'source': 'OWID'},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'category': 'Diet Compositions',\n",
+ " 'source': 'OWID'},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'category': 'Diet Compositions',\n",
+ " 'source': 'OWID'}]}"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "ename": "",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
+ "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
+ "\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
+ "\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
+ ]
+ }
+ ],
+ "source": [
+ "from climateqa.engine.chains.answer_rag_graph import make_rag_graph_chain, _format_graphs\n",
+ "\n",
+ "chain = make_rag_graph_chain(llm)\n",
+ "chain.invoke({\"query\": \"salade de fruits\", \"recommended_content\": output[\"recommended_content\"]})"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'Title: Nationally determined contributions to climate change\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/nationally-determined-contributions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n\\nTitle: Contribution to global mean surface temperature rise from fossil sources\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/global-warming-fossil?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: CO2 & Greenhouse Gas Emissions\\n\\nTitle: Global warming contributions by gas and source\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: CO2 & Greenhouse Gas Emissions\\n\\nTitle: Share of people who believe in climate change and think it\\'s a serious threat to humanity\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/share-believe-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n\\nTitle: Global warming contributions from fossil fuels and land use\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: CO2 & Greenhouse Gas Emissions\\n\\nTitle: Opinions of young people on the threats of climate change\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/opinions-young-people-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n\\nTitle: Global warming: Contributions to the change in global mean surface temperature\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: CO2 & Greenhouse Gas Emissions\\n\\nTitle: People underestimate others\\' willingness to take climate action\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/willingness-climate-action?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n\\nTitle: Share of people who support policies to tackle climate change\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/support-policies-climate?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n\\nTitle: Decadal temperature anomalies\\nEmbedding: <iframe src=\"https://ourworldindata.org/grapher/decadal-temperature-anomaly?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>\\nSource: OWID\\nCategory: Climate Change\\n'"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "graphs = []\n",
+ "for x in output[\"recommended_content\"]:\n",
+ " embedding = x.metadata[\"returned_content\"]\n",
+ " \n",
+ " # Check if the embedding has already been seen\n",
+ " graphs.append({\n",
+ " \"title\": x.page_content,\n",
+ " \"embedding\": embedding,\n",
+ " \"metadata\": {\n",
+ " \"source\": x.metadata[\"source\"],\n",
+ " \"category\": x.metadata[\"category\"]\n",
+ " }\n",
+ " })\n",
+ "format_data(graphs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Setting defaults ----\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "---- Retrieving graphs ----\n",
+ "Subquestion 0: What are the ingredients of a fruit salad?\n",
+ "8 graphs retrieved for subquestion 1: [Document(page_content='Fruit consumption by type', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_854', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Average fruit consumption per person, differentiated by fruit types, measured in kilograms per year.', 'url': 'https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type', 'similarity_score': 0.8464472889900208, 'content': 'Fruit consumption by type', 'reranking_score': 3.988455864600837e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Dietary compositions by commodity group', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_852', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-compositions-by-commodity-group?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Average per capita dietary energy supply by commodity groups, measured in kilocalories per person per day.', 'url': 'https://ourworldindata.org/grapher/dietary-compositions-by-commodity-group', 'similarity_score': 0.8874290585517883, 'content': 'Dietary compositions by commodity group', 'reranking_score': 3.573522553779185e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Dietary composition by country', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_851', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/dietary-composition-by-country?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"Share of dietary energy supplied by food commodity types in the average individual's diet in a given country, measured in kilocalories per person per day.\", 'url': 'https://ourworldindata.org/grapher/dietary-composition-by-country', 'similarity_score': 0.947216272354126, 'content': 'Dietary composition by country', 'reranking_score': 3.129038304905407e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Fruit consumption per capita', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_855', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Average fruit consumption per person, measured in kilograms per year.', 'url': 'https://ourworldindata.org/grapher/fruit-consumption-per-capita', 'similarity_score': 0.9761286973953247, 'content': 'Fruit consumption per capita', 'reranking_score': 2.5951983843697235e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Average per capita fruit intake vs. minimum recommended guidelines', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_845', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Countries shown in blue have an average per capita intake below 200g per person per day; countries in green are greater than 200g. National and World Health Organization (WHO) typically set a guideline of 200g per day.', 'url': 'https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines', 'similarity_score': 0.9765768051147461, 'content': 'Average per capita fruit intake vs. minimum recommended guidelines', 'reranking_score': 2.5002520487760194e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Cashew nut yields', metadata={'category': 'Crop Yields', 'doc_id': 'owid_802', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cashew-nut-yields?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Yields are measured in tonnes per hectare.', 'url': 'https://ourworldindata.org/grapher/cashew-nut-yields', 'similarity_score': 1.038257122039795, 'content': 'Cashew nut yields', 'reranking_score': 2.4257407858385704e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Daily protein supply from animal and plant-based foods', metadata={'category': 'Food Supply', 'doc_id': 'owid_1316', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-protein-supply-from-animal-and-plant-based-foods?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Daily per capita protein supply is measured in grams per person per day. Protein of animal origin includes protein from all meat commodities, eggs and dairy products, and fish & seafood.', 'url': 'https://ourworldindata.org/grapher/daily-protein-supply-from-animal-and-plant-based-foods', 'similarity_score': 1.039305329322815, 'content': 'Daily protein supply from animal and plant-based foods', 'reranking_score': 2.3620234060217626e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Daily caloric supply derived from carbohydrates, protein and fat', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_850', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/daily-caloric-supply-derived-from-carbohydrates-protein-and-fat?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The average per capita supply of calories derived from carbohydrates, protein and fat, all measured in kilocalories per person per day.', 'url': 'https://ourworldindata.org/grapher/daily-caloric-supply-derived-from-carbohydrates-protein-and-fat', 'similarity_score': 1.0418040752410889, 'content': 'Daily caloric supply derived from carbohydrates, protein and fat', 'reranking_score': 2.3583004804095253e-05, 'query_used_for_retrieval': 'What are the ingredients of a fruit salad?', 'sources_used': ['IEA', 'OWID']})]\n",
+ "Subquestion 1: How to make a fruit salad?\n",
+ "7 graphs retrieved for subquestion 2: [Document(page_content='Fruit consumption by type', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_854', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Average fruit consumption per person, differentiated by fruit types, measured in kilograms per year.', 'url': 'https://ourworldindata.org/grapher/fruit-consumption-by-fruit-type', 'similarity_score': 0.8765200972557068, 'content': 'Fruit consumption by type', 'reranking_score': 3.0426110242842697e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Average per capita fruit intake vs. minimum recommended guidelines', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_845', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Countries shown in blue have an average per capita intake below 200g per person per day; countries in green are greater than 200g. National and World Health Organization (WHO) typically set a guideline of 200g per day.', 'url': 'https://ourworldindata.org/grapher/average-per-capita-fruit-intake-vs-minimum-recommended-guidelines', 'similarity_score': 0.9526513814926147, 'content': 'Average per capita fruit intake vs. minimum recommended guidelines', 'reranking_score': 2.9851042199879885e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Cashew nut production', metadata={'category': 'Agricultural Production', 'doc_id': 'owid_21', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/cashew-nut-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Cashew nut production is measured in tonnes.', 'url': 'https://ourworldindata.org/grapher/cashew-nut-production', 'similarity_score': 0.9603457450866699, 'content': 'Cashew nut production', 'reranking_score': 2.8193233447382227e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Fruit consumption per capita', metadata={'category': 'Diet Compositions', 'doc_id': 'owid_855', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/fruit-consumption-per-capita?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Average fruit consumption per person, measured in kilograms per year.', 'url': 'https://ourworldindata.org/grapher/fruit-consumption-per-capita', 'similarity_score': 0.9623799920082092, 'content': 'Fruit consumption per capita', 'reranking_score': 2.4916422262322158e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Avocado production', metadata={'category': 'Agricultural Production', 'doc_id': 'owid_15', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/avocado-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Avocado production is measured in tonnes.', 'url': 'https://ourworldindata.org/grapher/avocado-production', 'similarity_score': 0.96598219871521, 'content': 'Avocado production', 'reranking_score': 2.4747036150074564e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Banana production', metadata={'category': 'Agricultural Production', 'doc_id': 'owid_16', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/banana-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Data source: Food and Agriculture Organization of the United Nations (2023)', 'url': 'https://ourworldindata.org/grapher/banana-production', 'similarity_score': 0.9927387237548828, 'content': 'Banana production', 'reranking_score': 2.4040627977228723e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Orange production', metadata={'category': 'Agricultural Production', 'doc_id': 'owid_57', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/orange-production?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Orange production is measured in tonnes.', 'url': 'https://ourworldindata.org/grapher/orange-production', 'similarity_score': 1.0025488138198853, 'content': 'Orange production', 'reranking_score': 2.3612847144249827e-05, 'query_used_for_retrieval': 'How to make a fruit salad?', 'sources_used': ['IEA', 'OWID']})]\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "DOCS USED: False\n",
+ "\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "Answer:\n",
+ "Ce n'est pas liรฉ aux questions environnementales, ce n'est pas de mon ressort.\n"
+ ]
+ }
+ ],
+ "source": [
+ "docs_used = True\n",
+ "\n",
+ "async for event in app.astream_events({\"user_input\": \"salade de fruits\"}, version = \"v1\"):\n",
+ " if docs_used is True and \"metadata\" in event and \"langgraph_node\" in event[\"metadata\"]:\n",
+ " if event[\"metadata\"][\"langgraph_node\"] in [\"answer_rag_no_docs\", \"answer_chitchat\", \"answer_ai_impact\"]:\n",
+ " docs_used = False\n",
+ " print(f\"\\nDOCS USED: {docs_used}\\n\")\n",
+ " # if event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_end\":\n",
+ " # print(event)\n",
+ " # print(event)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/dora/anaconda3/envs/climateqa_huggingface/lib/python3.12/site-packages/langchain_core/_api/beta_decorator.py:87: LangChainBetaWarning: This API is in beta and may change in the future.\n",
+ " warn_beta(\n"
+ ]
+ }
+ ],
+ "source": [
+ "inputs = {'user_input': 'impact of ai?', 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources': ['IPCC']}\n",
+ "result = app.astream_events(inputs,version = \"v1\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'event': 'on_chain_start', 'run_id': 'da753bb9-2339-4fc0-b1d7-86443019c4df', 'name': 'LangGraph', 'tags': [], 'metadata': {}, 'data': {'input': {'user_input': 'impact of ai?', 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources': ['IPCC']}}}\n",
+ "{'event': 'on_chain_start', 'name': '__start__', 'run_id': '07d726da-2d7c-48a3-ad2b-5c28e29729a9', 'tags': ['graph:step:0', 'langsmith:hidden'], 'metadata': {'langgraph_step': 0, 'langgraph_node': '__start__'}, 'data': {'input': {'user_input': 'impact of ai?', 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources': ['IPCC']}}}\n",
+ "{'event': 'on_chain_end', 'name': '__start__', 'run_id': '07d726da-2d7c-48a3-ad2b-5c28e29729a9', 'tags': ['graph:step:0', 'langsmith:hidden'], 'metadata': {'langgraph_step': 0, 'langgraph_node': '__start__'}, 'data': {'input': {'user_input': 'impact of ai?', 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources': ['IPCC']}, 'output': {'user_input': 'impact of ai?', 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources': ['IPCC']}}}\n",
+ "{'event': 'on_chain_start', 'name': 'set_defaults', 'run_id': '2f946975-07d9-403b-b617-7bca602d4419', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'set_defaults'}, 'data': {}}\n",
+ "---- Setting defaults ----\n",
+ "{'event': 'on_chain_start', 'name': 'ChannelWrite<set_defaults,user_input,language,intent,query,questions,answer,audience,sources_input,documents,recommended_content,graph_returned>', 'run_id': '22442e33-6cb8-4796-8224-fb3107783979', 'tags': ['seq:step:2', 'langsmith:hidden'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'set_defaults'}, 'data': {'input': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}}}\n",
+ "{'event': 'on_chain_end', 'name': 'ChannelWrite<set_defaults,user_input,language,intent,query,questions,answer,audience,sources_input,documents,recommended_content,graph_returned>', 'run_id': '22442e33-6cb8-4796-8224-fb3107783979', 'tags': ['seq:step:2', 'langsmith:hidden'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'set_defaults'}, 'data': {'input': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}, 'output': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}}}\n",
+ "{'event': 'on_chain_stream', 'name': 'set_defaults', 'run_id': '2f946975-07d9-403b-b617-7bca602d4419', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'set_defaults'}, 'data': {'chunk': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}}}\n",
+ "{'event': 'on_chain_end', 'name': 'set_defaults', 'run_id': '2f946975-07d9-403b-b617-7bca602d4419', 'tags': ['graph:step:1'], 'metadata': {'langgraph_step': 1, 'langgraph_node': 'set_defaults'}, 'data': {'input': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}, 'output': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}}}\n",
+ "{'event': 'on_chain_stream', 'run_id': 'da753bb9-2339-4fc0-b1d7-86443019c4df', 'tags': [], 'metadata': {}, 'name': 'LangGraph', 'data': {'chunk': {'set_defaults': {'user_input': 'impact of ai?', 'language': None, 'intent': None, 'query': None, 'questions': None, 'answer': None, 'audience': 'expert and climate scientists that are not afraid of technical terms', 'sources_input': ['auto'], 'documents': None, 'recommended_content': None, 'graph_returned': None}}}}\n",
+ "{'event': 'on_chain_start', 'name': 'categorize_intent', 'run_id': '66f31c85-1a4b-48b4-9e4f-ad884263809c', 'tags': ['graph:step:2'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent'}, 'data': {}}\n",
+ "{'event': 'on_chain_start', 'name': 'RunnableSequence', 'run_id': 'e5b8bbe4-eeb1-478a-a105-254d4f4a516b', 'tags': ['seq:step:1'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent'}, 'data': {'input': {'input': 'impact of ai?'}}}\n",
+ "{'event': 'on_prompt_start', 'name': 'ChatPromptTemplate', 'run_id': '6fda6f8f-64ba-4b08-8c16-d7f77390f671', 'tags': ['seq:step:1'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent'}, 'data': {'input': {'input': 'impact of ai?'}}}\n",
+ "{'event': 'on_prompt_end', 'name': 'ChatPromptTemplate', 'run_id': '6fda6f8f-64ba-4b08-8c16-d7f77390f671', 'tags': ['seq:step:1'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent'}, 'data': {'input': {'input': 'impact of ai?'}, 'output': ChatPromptValue(messages=[SystemMessage(content='You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided'), HumanMessage(content='input: impact of ai?')])}}\n",
+ "{'event': 'on_chat_model_start', 'name': 'ChatOpenAI', 'run_id': '2d9ccf59-3d78-42b1-8458-83a9c3479ef8', 'tags': ['seq:step:2'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent', 'ls_model_type': 'chat'}, 'data': {'input': {'messages': [[SystemMessage(content='You are a helpful assistant, you will analyze, translate and reformulate the user input message using the function provided'), HumanMessage(content='input: impact of ai?')]]}}}\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'event': 'on_chat_model_stream', 'name': 'ChatOpenAI', 'run_id': '2d9ccf59-3d78-42b1-8458-83a9c3479ef8', 'tags': ['seq:step:2'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent', 'ls_model_type': 'chat'}, 'data': {'chunk': AIMessageChunk(content='', additional_kwargs={'function_call': {'arguments': '', 'name': 'IntentCategorizer'}}, id='run-2d9ccf59-3d78-42b1-8458-83a9c3479ef8')}}\n",
+ "{'event': 'on_chat_model_stream', 'name': 'ChatOpenAI', 'run_id': '2d9ccf59-3d78-42b1-8458-83a9c3479ef8', 'tags': ['seq:step:2'], 'metadata': {'langgraph_step': 2, 'langgraph_node': 'categorize_intent', 'ls_model_type': 'chat'}, 'data': {'chunk': AIMessageChunk(content='', additional_kwargs={'function_call': {'arguments': '{\"', 'name': ''}}, id='run-2d9ccf59-3d78-42b1-8458-83a9c3479ef8')}}\n",
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+ "output_type": "error",
+ "traceback": [
+ "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
+ "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
+ "\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
+ "\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
+ ]
+ }
+ ],
+ "source": [
+ "async for event in result:\n",
+ " print(event)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 6. Gradio"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from front.utils import make_html_source,parse_output_llm_with_sources,serialize_docs,make_toolbox\n",
+ "query = inputs[\"user_input\"]\n",
+ "steps_display = {\n",
+ "\"categorize_intent\":(\"๐๏ธ Analyzing user message\",True),\n",
+ "\"transform_query\":(\"๐๏ธ Thinking step by step to answer the question\",True),\n",
+ "\"retrieve_documents\":(\"๐๏ธ Searching in the knowledge base\",False),\n",
+ "}\n",
+ "history = [(query,None)]\n",
+ "start_streaming = False\n",
+ "intent = None\n",
+ "\n",
+ "\n",
+ "async for event in result:\n",
+ "\n",
+ " if event[\"event\"] == \"on_chat_model_stream\" and event[\"metadata\"][\"langgraph_node\"] in [\"answer_rag\", \"answer_chitchat\", \"answer_ai_impact\"]:\n",
+ " if start_streaming == False:\n",
+ " start_streaming = True\n",
+ " history[-1] = (query,\"\")\n",
+ "\n",
+ " new_token = event[\"data\"][\"chunk\"].content\n",
+ " # time.sleep(0.01)\n",
+ " previous_answer = history[-1][1]\n",
+ " previous_answer = previous_answer if previous_answer is not None else \"\"\n",
+ " answer_yet = previous_answer + new_token\n",
+ " answer_yet = parse_output_llm_with_sources(answer_yet)\n",
+ " history[-1] = (query,answer_yet)\n",
+ "\n",
+ " \n",
+ " elif event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " docs_html = []\n",
+ " for i, d in enumerate(docs, 1):\n",
+ " docs_html.append(make_html_source(d, i))\n",
+ " docs_html = \"\".join(docs_html)\n",
+ " except Exception as e:\n",
+ " print(f\"Error getting documents: {e}\")\n",
+ " print(event)\n",
+ "\n",
+ " # elif event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_start\":\n",
+ " # print(event)\n",
+ " # questions = event[\"data\"][\"input\"][\"questions\"]\n",
+ " # questions = \"\\n\".join([f\"{i+1}. {q['question']} ({q['source']})\" for i,q in enumerate(questions)])\n",
+ " # answer_yet = \"๐๏ธ Searching in the knowledge base\\n{questions}\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ "\n",
+ " elif event[\"name\"] == \"retrieve_graphs\" and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " graphs = event[\"data\"][\"output\"][\"recommended_content\"]\n",
+ " except Exception as e:\n",
+ " print(f\"Error getting graphs: {e}\")\n",
+ " print(event)\n",
+ "\n",
+ "\n",
+ " for event_name,(event_description,display_output) in steps_display.items():\n",
+ " if event[\"name\"] == event_name:\n",
+ " if event[\"event\"] == \"on_chain_start\":\n",
+ " # answer_yet = f\"<p><span class='loader'></span>{event_description}</p>\"\n",
+ " # answer_yet = make_toolbox(event_description, \"\", checked = False)\n",
+ " answer_yet = event_description\n",
+ " history[-1] = (query,answer_yet)\n",
+ " # elif event[\"event\"] == \"on_chain_end\":\n",
+ " # answer_yet = \"\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ " # if display_output:\n",
+ " # print(event[\"data\"][\"output\"])\n",
+ "\n",
+ " # if op['path'] == path_reformulation: # reforulated question\n",
+ " # try:\n",
+ " # output_language = op['value'][\"language\"] # str\n",
+ " # output_query = op[\"value\"][\"question\"]\n",
+ " # except Exception as e:\n",
+ " # raise gr.Error(f\"ClimateQ&A Error: {e} - The error has been noted, try another question and if the error remains, you can contact us :)\")\n",
+ " \n",
+ " # if op[\"path\"] == path_keywords:\n",
+ " # try:\n",
+ " # output_keywords = op['value'][\"keywords\"] # str\n",
+ " # output_keywords = \" AND \".join(output_keywords)\n",
+ " # except Exception as e:\n",
+ " # pass\n",
+ "\n",
+ "\n",
+ "\n",
+ " history = [tuple(x) for x in history]\n",
+ " # yield history,docs_html,output_query,output_language,gallery,output_query,output_keywords"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 40,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.5550143122673035, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.651607871055603, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'),\n",
+ " Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_764', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.5550143122673035, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.651607871055603, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions by gas and source'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_384', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use', 'similarity_score': 0.6049439907073975, 'content': 'Global warming contributions from fossil fuels and land use', 'reranking_score': 0.22002366185188293, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions from fossil fuels and land use'),\n",
+ " Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_765', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use', 'similarity_score': 0.6049439907073975, 'content': 'Global warming contributions from fossil fuels and land use', 'reranking_score': 0.22002366185188293, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming contributions from fossil fuels and land use'),\n",
+ " Document(metadata={'appears_in': 'Global Methane Tracker 2024', 'appears_in_url': 'https://www.iea.org/reports/global-methane-tracker-2024', 'doc_id': 'iea_133', 'returned_content': 'https://www.iea.org/data-and-statistics/charts/main-sources-of-methane-emissions', 'source': 'IEA', 'sources': 'Methane emissions and abatement potential for oil, gas, and coal are based on the IEA (2023) Global Methane Tracker (https://www.iea.org/data-and-statistics/data-tools/methane-tracker-data-explorer) ; agriculture and waste is based on UNEP (2023), Global Methane Assessment (https://www.unep.org/resources/report/global-methane-assessment-benefits-and-costs-mitigating-methane-emissions). Emissions from biomass and bioenergy burning, which total around 10 Mt (https://essd.copernicus.org/articles/12/1561/2020/) of methane per year each, are not shown.', 'similarity_score': 0.6158384084701538, 'content': 'Main sources of methane emissions', 'reranking_score': 0.0806397795677185, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Main sources of methane emissions'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.6807445883750916, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.03409431874752045, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'),\n",
+ " Document(metadata={'category': 'Climate Change', 'doc_id': 'owid_766', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.6807445883750916, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.03409431874752045, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Global warming: Contributions to the change in global mean surface temperature'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_342', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.6963810324668884, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 0.007733839564025402, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Carbon dioxide emissions factors'),\n",
+ " Document(metadata={'category': 'Fossil Fuels', 'doc_id': 'owid_1408', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.6963810324668884, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 0.007733839564025402, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Carbon dioxide emissions factors'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_359', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of carbon dioxide, methane, and nitrous oxide. This is for land use and agriculture only.\", 'url': 'https://ourworldindata.org/grapher/global-warming-land', 'similarity_score': 0.7010847330093384, 'content': 'Contribution to global mean surface temperature rise from agriculture and land use', 'reranking_score': 0.006090907845646143, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Contribution to global mean surface temperature rise from agriculture and land use'),\n",
+ " Document(metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_387', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.', 'url': 'https://ourworldindata.org/grapher/total-ghg-emissions', 'similarity_score': 0.711588978767395, 'content': 'Greenhouse gas emissions', 'reranking_score': 0.001999091589823365, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}, page_content='Greenhouse gas emissions')]"
+ ]
+ },
+ "execution_count": 40,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from langchain_core.documents import Document\n",
+ "\n",
+ "graphs = [Document(page_content='Global warming contributions by gas and source', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_383', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.5550143122673035, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.651607871055603, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Global warming contributions by gas and source', metadata={'category': 'Climate Change', 'doc_id': 'owid_764', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'The global mean surface temperature change as a result of the cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.', 'url': 'https://ourworldindata.org/grapher/global-warming-by-gas-and-source', 'similarity_score': 0.5550143122673035, 'content': 'Global warming contributions by gas and source', 'reranking_score': 0.651607871055603, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Global warming contributions from fossil fuels and land use', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_384', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use', 'similarity_score': 0.6049439907073975, 'content': 'Global warming contributions from fossil fuels and land use', 'reranking_score': 0.22002366185188293, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Global warming contributions from fossil fuels and land use', metadata={'category': 'Climate Change', 'doc_id': 'owid_765', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/warming-fossil-fuels-land-use', 'similarity_score': 0.6049439907073975, 'content': 'Global warming contributions from fossil fuels and land use', 'reranking_score': 0.22002366185188293, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Main sources of methane emissions', metadata={'appears_in': 'Global Methane Tracker 2024', 'appears_in_url': 'https://www.iea.org/reports/global-methane-tracker-2024', 'doc_id': 'iea_133', 'returned_content': 'https://www.iea.org/data-and-statistics/charts/main-sources-of-methane-emissions', 'source': 'IEA', 'sources': 'Methane emissions and abatement potential for oil, gas, and coal are based on the IEA (2023) Global Methane Tracker (https://www.iea.org/data-and-statistics/data-tools/methane-tracker-data-explorer) ; agriculture and waste is based on UNEP (2023), Global Methane Assessment (https://www.unep.org/resources/report/global-methane-assessment-benefits-and-costs-mitigating-methane-emissions). Emissions from biomass and bioenergy burning, which total around 10 Mt (https://essd.copernicus.org/articles/12/1561/2020/) of methane per year each, are not shown.', 'similarity_score': 0.6158384084701538, 'content': 'Main sources of methane emissions', 'reranking_score': 0.0806397795677185, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Global warming: Contributions to the change in global mean surface temperature', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_386', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.6807445883750916, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.03409431874752045, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Global warming: Contributions to the change in global mean surface temperature', metadata={'category': 'Climate Change', 'doc_id': 'owid_766', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"This is shown as a country or region's share of the global mean surface temperature change as a result of its cumulative emissions of three gases โ carbon dioxide, methane, and nitrous oxide.\", 'url': 'https://ourworldindata.org/grapher/contributions-global-temp-change', 'similarity_score': 0.6807445883750916, 'content': 'Global warming: Contributions to the change in global mean surface temperature', 'reranking_score': 0.03409431874752045, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Carbon dioxide emissions factors', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_342', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.6963810324668884, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 0.007733839564025402, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Carbon dioxide emissions factors', metadata={'category': 'Fossil Fuels', 'doc_id': 'owid_1408', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Emissions factors quantify the average COโ output per unit of energy. They are measured in kilograms of COโ per megawatt-hour (MWh) of energy from various fossil fuel sources.', 'url': 'https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor', 'similarity_score': 0.6963810324668884, 'content': 'Carbon dioxide emissions factors', 'reranking_score': 0.007733839564025402, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Contribution to global mean surface temperature rise from agriculture and land use', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_359', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': \"The global mean surface temperature change as a result of a country or region's cumulative emissions of carbon dioxide, methane, and nitrous oxide. This is for land use and agriculture only.\", 'url': 'https://ourworldindata.org/grapher/global-warming-land', 'similarity_score': 0.7010847330093384, 'content': 'Contribution to global mean surface temperature rise from agriculture and land use', 'reranking_score': 0.006090907845646143, 'query_used_for_retrieval': 'How do human activities contribute to global warming?', 'sources_used': ['IEA', 'OWID']}), Document(page_content='Greenhouse gas emissions', metadata={'category': 'CO2 & Greenhouse Gas Emissions', 'doc_id': 'owid_387', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Greenhouse gas emissions include carbon dioxide, methane and nitrous oxide from all sources, including land-use change. They are measured in tonnes of carbon dioxide-equivalents over a 100-year timescale.', 'url': 'https://ourworldindata.org/grapher/total-ghg-emissions', 'similarity_score': 0.711588978767395, 'content': 'Greenhouse gas emissions', 'reranking_score': 0.001999091589823365, 'query_used_for_retrieval': 'What are the main causes of global warming?', 'sources_used': ['IEA', 'OWID']})]\n",
+ "graphs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 41,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[{'embedding': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID', 'category': 'Climate Change'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID', 'category': 'Climate Change'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID', 'category': 'Climate Change'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID', 'category': 'Fossil Fuels'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}},\n",
+ " {'embedding': '<iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " 'metadata': {'source': 'OWID',\n",
+ " 'category': 'CO2 & Greenhouse Gas Emissions'}}]"
+ ]
+ },
+ "execution_count": 41,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "graphs = [\n",
+ " {\n",
+ " \"embedding\": x.metadata[\"returned_content\"],\n",
+ " \"metadata\": {\n",
+ " \"source\": x.metadata[\"source\"],\n",
+ " \"category\": x.metadata[\"category\"]\n",
+ " }\n",
+ " } for x in graphs if x.metadata[\"source\"] == \"OWID\"\n",
+ " ]\n",
+ "\n",
+ "graphs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 42,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from collections import defaultdict\n",
+ "\n",
+ "def generate_html(graphs):\n",
+ " # Organize graphs by category\n",
+ " categories = defaultdict(list)\n",
+ " for graph in graphs:\n",
+ " category = graph['metadata']['category']\n",
+ " categories[category].append(graph['embedding'])\n",
+ "\n",
+ " # Begin constructing the HTML\n",
+ " html_code = '''\n",
+ "<!DOCTYPE html>\n",
+ "<html lang=\"en\">\n",
+ "<head>\n",
+ " <meta charset=\"UTF-8\">\n",
+ " <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n",
+ " <title>Graphs by Category</title>\n",
+ " <style>\n",
+ " .tab-content {\n",
+ " display: none;\n",
+ " }\n",
+ " .tab-content.active {\n",
+ " display: block;\n",
+ " }\n",
+ " .tabs {\n",
+ " margin-bottom: 20px;\n",
+ " }\n",
+ " .tab-button {\n",
+ " background-color: #ddd;\n",
+ " border: none;\n",
+ " padding: 10px 20px;\n",
+ " cursor: pointer;\n",
+ " margin-right: 5px;\n",
+ " }\n",
+ " .tab-button.active {\n",
+ " background-color: #ccc;\n",
+ " }\n",
+ " </style>\n",
+ " <script>\n",
+ " function showTab(tabId) {\n",
+ " var contents = document.getElementsByClassName('tab-content');\n",
+ " var buttons = document.getElementsByClassName('tab-button');\n",
+ " for (var i = 0; i < contents.length; i++) {\n",
+ " contents[i].classList.remove('active');\n",
+ " buttons[i].classList.remove('active');\n",
+ " }\n",
+ " document.getElementById(tabId).classList.add('active');\n",
+ " document.querySelector('button[data-tab=\"'+tabId+'\"]').classList.add('active');\n",
+ " }\n",
+ " </script>\n",
+ "</head>\n",
+ "<body>\n",
+ " <div class=\"tabs\">\n",
+ "'''\n",
+ "\n",
+ " # Add buttons for each category\n",
+ " for i, category in enumerate(categories.keys()):\n",
+ " active_class = 'active' if i == 0 else ''\n",
+ " html_code += f'<button class=\"tab-button {active_class}\" onclick=\"showTab(\\'tab-{i}\\')\" data-tab=\"tab-{i}\">{category}</button>'\n",
+ "\n",
+ " html_code += '</div>'\n",
+ "\n",
+ " # Add content for each category\n",
+ " for i, (category, embeds) in enumerate(categories.items()):\n",
+ " active_class = 'active' if i == 0 else ''\n",
+ " html_code += f'<div id=\"tab-{i}\" class=\"tab-content {active_class}\">'\n",
+ " for embed in embeds:\n",
+ " html_code += embed\n",
+ " html_code += '</div>'\n",
+ "\n",
+ " html_code += '''\n",
+ "</body>\n",
+ "</html>\n",
+ "'''\n",
+ "\n",
+ " return html_code\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'\\n<!DOCTYPE html>\\n<html lang=\"en\">\\n<head>\\n <meta charset=\"UTF-8\">\\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\\n <title>Graphs by Category</title>\\n <style>\\n .tab-content {\\n display: none;\\n }\\n .tab-content.active {\\n display: block;\\n }\\n .tabs {\\n margin-bottom: 20px;\\n }\\n .tab-button {\\n background-color: #ddd;\\n border: none;\\n padding: 10px 20px;\\n cursor: pointer;\\n margin-right: 5px;\\n }\\n .tab-button.active {\\n background-color: #ccc;\\n }\\n </style>\\n <script>\\n function showTab(tabId) {\\n var contents = document.getElementsByClassName(\\'tab-content\\');\\n var buttons = document.getElementsByClassName(\\'tab-button\\');\\n for (var i = 0; i < contents.length; i++) {\\n contents[i].classList.remove(\\'active\\');\\n buttons[i].classList.remove(\\'active\\');\\n }\\n document.getElementById(tabId).classList.add(\\'active\\');\\n document.querySelector(\\'button[data-tab=\"\\'+tabId+\\'\"]\\').classList.add(\\'active\\');\\n }\\n </script>\\n</head>\\n<body>\\n <div class=\"tabs\">\\n<button class=\"tab-button active\" onclick=\"showTab(\\'tab-0\\')\" data-tab=\"tab-0\">CO2 & Greenhouse Gas Emissions</button><button class=\"tab-button \" onclick=\"showTab(\\'tab-1\\')\" data-tab=\"tab-1\">Climate Change</button><button class=\"tab-button \" onclick=\"showTab(\\'tab-2\\')\" data-tab=\"tab-2\">Fossil Fuels</button></div><div id=\"tab-0\" class=\"tab-content active\"><iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/global-warming-land?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/total-ghg-emissions?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe></div><div id=\"tab-1\" class=\"tab-content \"><iframe src=\"https://ourworldindata.org/grapher/global-warming-by-gas-and-source?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/warming-fossil-fuels-land-use?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe><iframe src=\"https://ourworldindata.org/grapher/contributions-global-temp-change?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe></div><div id=\"tab-2\" class=\"tab-content \"><iframe src=\"https://ourworldindata.org/grapher/carbon-dioxide-emissions-factor?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe></div>\\n</body>\\n</html>\\n'"
+ ]
+ },
+ "execution_count": 43,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "generate_html(graphs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Document(metadata={'category': 'Water Use & Stress', 'doc_id': 'owid_2184', 'returned_content': '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>', 'source': 'OWID', 'subtitle': 'Water quality is assessed by means of core physical and chemical parameters that reflect natural water quality. A water body is classified as \"good\" quality if at least 80% of monitoring values meet target quality levels.', 'url': 'https://ourworldindata.org/grapher/water-bodies-good-water-quality'}, page_content='Share of water bodies with good ambient water quality')"
+ ]
+ },
+ "execution_count": 65,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vectorstore_graphs.similarity_search_with_relevance_scores(\"What is the trend of clean water?\")[0][0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " '<iframe src=\"https://ourworldindata.org/grapher/water-bodies-good-water-quality?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>',\n",
+ " '<iframe src=\"https://ourworldindata.org/grapher/population-using-at-least-basic-drinking-water?tab=map\" loading=\"lazy\" style=\"width: 100%; height: 600px; border: 0px none;\" allow=\"web-share; clipboard-write\"></iframe>']"
+ ]
+ },
+ "execution_count": 66,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "test_graphs = [x[0].metadata[\"returned_content\"] for x in vectorstore_graphs.similarity_search_with_relevance_scores(\"What is the trend of clean water?\")]\n",
+ "test_graphs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:httpx:HTTP Request: GET https://api.gradio.app/pkg-version \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: GET http://127.0.0.1:7868/gradio_api/startup-events \"HTTP/1.1 200 OK\"\n",
+ "INFO:httpx:HTTP Request: HEAD http://127.0.0.1:7868/ \"HTTP/1.1 200 OK\"\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "* Running on local URL: http://127.0.0.1:7868\n",
+ "\n",
+ "To create a public link, set `share=True` in `launch()`.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "<div><iframe src=\"http://127.0.0.1:7868/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": []
+ },
+ "execution_count": 67,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# simple gradio\n",
+ "import gradio as gr\n",
+ "with gr.Blocks() as blocks:\n",
+ " state_test = gr.State([])\n",
+ " \n",
+ " button = gr.Button(\"abc\")\n",
+ " button.click(lambda : graphs, inputs = [], outputs = state_test)\n",
+ " with gr.Column():\n",
+ " # gr.HTML(generate_html(graphs), elem_id=\"graphs-placeholder\")\n",
+ " gr.HTML(test_graphs)\n",
+ " # gr.HTML(generate_html(state_test), elem_id=\"graphs-placeholder\")\n",
+ "\n",
+ "blocks.launch()\n",
+ "\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:sentence_transformers.SentenceTransformer:Use pytorch device_name: cpu\n",
+ "INFO:sentence_transformers.SentenceTransformer:Load pretrained SentenceTransformer: BAAI/bge-base-en-v1.5\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading embeddings model: BAAI/bge-base-en-v1.5\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/dora/anaconda3/envs/climateqa_huggingface/lib/python3.12/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n",
+ " warnings.warn(\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading FlashRankRanker model ms-marco-TinyBERT-L-2-v2\n",
+ "Loading model FlashRank model ms-marco-TinyBERT-L-2-v2...\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "INFO:chromadb.telemetry.posthog:Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information.\n"
+ ]
+ },
+ {
+ "ename": "NameError",
+ "evalue": "name 'make_graph_agent' is not defined",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[18], line 10\u001b[0m\n\u001b[1;32m 7\u001b[0m vectorstore_graphs \u001b[38;5;241m=\u001b[39m Chroma(persist_directory\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/home/dora/climate-question-answering/data/vectorstore\u001b[39m\u001b[38;5;124m\"\u001b[39m, embedding_function\u001b[38;5;241m=\u001b[39membeddings_function)\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# agent = make_graph_agent(llm,vectorstore,reranker)\u001b[39;00m\n\u001b[0;32m---> 10\u001b[0m agent \u001b[38;5;241m=\u001b[39m \u001b[43mmake_graph_agent\u001b[49m(llm\u001b[38;5;241m=\u001b[39mllm, vectorstore_ipcc\u001b[38;5;241m=\u001b[39mvectorstore, vectorstore_graphs\u001b[38;5;241m=\u001b[39mvectorstore_graphs, reranker\u001b[38;5;241m=\u001b[39mreranker)\n\u001b[1;32m 12\u001b[0m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mchat\u001b[39m(query,history,audience,sources,reports):\n\u001b[1;32m 13\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"taking a query and a message history, use a pipeline (reformulation, retriever, answering) to yield a tuple of:\u001b[39;00m\n\u001b[1;32m 14\u001b[0m \u001b[38;5;124;03m (messages in gradio format, messages in langchain format, source documents)\"\"\"\u001b[39;00m\n",
+ "\u001b[0;31mNameError\u001b[0m: name 'make_graph_agent' is not defined"
+ ]
+ }
+ ],
+ "source": [
+ "embeddings_function = get_embeddings_function()\n",
+ "llm = get_llm(provider=\"openai\",max_tokens = 1024,temperature = 0.0)\n",
+ "reranker = get_reranker(\"nano\")\n",
+ "\n",
+ "# Create vectorstore and retriever\n",
+ "vectorstore = get_pinecone_vectorstore(embeddings_function)\n",
+ "vectorstore_graphs = Chroma(persist_directory=f\"{ROOT_DIR}/data/vectorstore\", embedding_function=embeddings_function)\n",
+ "\n",
+ "# agent = make_graph_agent(llm,vectorstore,reranker)\n",
+ "agent = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore, vectorstore_graphs=vectorstore_graphs, reranker=reranker)\n",
+ "\n",
+ "async def chat(query,history,audience,sources,reports):\n",
+ " \"\"\"taking a query and a message history, use a pipeline (reformulation, retriever, answering) to yield a tuple of:\n",
+ " (messages in gradio format, messages in langchain format, source documents)\"\"\"\n",
+ "\n",
+ " date_now = datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\")\n",
+ " print(f\">> NEW QUESTION ({date_now}) : {query}\")\n",
+ "\n",
+ " if audience == \"Children\":\n",
+ " audience_prompt = audience_prompts[\"children\"]\n",
+ " elif audience == \"General public\":\n",
+ " audience_prompt = audience_prompts[\"general\"]\n",
+ " elif audience == \"Experts\":\n",
+ " audience_prompt = audience_prompts[\"experts\"]\n",
+ " else:\n",
+ " audience_prompt = audience_prompts[\"experts\"]\n",
+ "\n",
+ " # Prepare default values\n",
+ " if len(sources) == 0:\n",
+ " sources = [\"IPCC\"]\n",
+ "\n",
+ " if len(reports) == 0:\n",
+ " reports = []\n",
+ " \n",
+ " inputs = {\"user_input\": query,\"audience\": audience_prompt,\"sources\":sources}\n",
+ " print(f\"\\n\\nInputs:\\n {inputs}\\n\\n\")\n",
+ " result = agent.astream_events(inputs,version = \"v1\") #{\"callbacks\":[MyCustomAsyncHandler()]})\n",
+ " # result = rag_chain.stream(inputs)\n",
+ "\n",
+ " # path_reformulation = \"/logs/reformulation/final_output\"\n",
+ " # path_keywords = \"/logs/keywords/final_output\"\n",
+ " # path_retriever = \"/logs/find_documents/final_output\"\n",
+ " # path_answer = \"/logs/answer/streamed_output_str/-\"\n",
+ "\n",
+ " docs = []\n",
+ " graphs_html = \"\"\n",
+ " docs_html = \"\"\n",
+ " output_query = \"\"\n",
+ " output_language = \"\"\n",
+ " output_keywords = \"\"\n",
+ " gallery = []\n",
+ " updates = {}\n",
+ " start_streaming = False\n",
+ "\n",
+ " steps_display = {\n",
+ " \"categorize_intent\":(\"๐๏ธ Analyzing user message\",True),\n",
+ " \"transform_query\":(\"๐๏ธ Thinking step by step to answer the question\",True),\n",
+ " \"retrieve_documents\":(\"๐๏ธ Searching in the knowledge base\",False),\n",
+ " }\n",
+ "\n",
+ " try:\n",
+ " async for event in result:\n",
+ "\n",
+ " if event[\"event\"] == \"on_chat_model_stream\" and event[\"metadata\"][\"langgraph_node\"] in [\"answer_rag\", \"answer_chitchat\", \"answer_ai_impact\"]:\n",
+ " if start_streaming == False:\n",
+ " start_streaming = True\n",
+ " history[-1] = (query,\"\")\n",
+ "\n",
+ " new_token = event[\"data\"][\"chunk\"].content\n",
+ " # time.sleep(0.01)\n",
+ " previous_answer = history[-1][1]\n",
+ " previous_answer = previous_answer if previous_answer is not None else \"\"\n",
+ " answer_yet = previous_answer + new_token\n",
+ " answer_yet = parse_output_llm_with_sources(answer_yet)\n",
+ " history[-1] = (query,answer_yet)\n",
+ " \n",
+ " elif event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " docs = event[\"data\"][\"output\"][\"documents\"]\n",
+ " docs_html = []\n",
+ " for i, d in enumerate(docs, 1):\n",
+ " docs_html.append(make_html_source(d, i))\n",
+ " docs_html = \"\".join(docs_html)\n",
+ "\n",
+ " print(docs_html)\n",
+ " except Exception as e:\n",
+ " print(f\"Error getting documents: {e}\")\n",
+ " print(event)\n",
+ "\n",
+ " # elif event[\"name\"] == \"retrieve_documents\" and event[\"event\"] == \"on_chain_start\":\n",
+ " # print(event)\n",
+ " # questions = event[\"data\"][\"input\"][\"questions\"]\n",
+ " # questions = \"\\n\".join([f\"{i+1}. {q['question']} ({q['source']})\" for i,q in enumerate(questions)])\n",
+ " # answer_yet = \"๐๏ธ Searching in the knowledge base\\n{questions}\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ "\n",
+ " elif event[\"name\"] == \"retrieve_graphs\" and event[\"event\"] == \"on_chain_end\":\n",
+ " try:\n",
+ " recommended_content = event[\"data\"][\"output\"][\"recommended_content\"]\n",
+ " graphs = [\n",
+ " {\n",
+ " \"embedding\": x.metadata[\"returned_content\"],\n",
+ " \"metadata\": {\n",
+ " \"source\": x.metadata[\"source\"],\n",
+ " \"category\": x.metadata[\"category\"]\n",
+ " }\n",
+ " } for x in recommended_content if x.metadata[\"source\"] == \"OWID\"\n",
+ " ]\n",
+ " \n",
+ " graphs_by_category = defaultdict(list)\n",
+ " \n",
+ " # Organize graphs by category\n",
+ " for graph in graphs:\n",
+ " category = graph['metadata']['category']\n",
+ " graphs_by_category[category].append(graph['embedding']) \n",
+ "\n",
+ " \n",
+ " for category, graphs in graphs_by_category.items():\n",
+ " embeddings = \"\\n\".join(graphs)\n",
+ " updates[graph_displays[category]] = embeddings\n",
+ " \n",
+ " print(f\"\\n\\nUpdates:\\n {updates}\\n\\n\")\n",
+ " \n",
+ " except Exception as e:\n",
+ " print(f\"Error getting graphs: {e}\")\n",
+ "\n",
+ " for event_name,(event_description,display_output) in steps_display.items():\n",
+ " if event[\"name\"] == event_name:\n",
+ " if event[\"event\"] == \"on_chain_start\":\n",
+ " # answer_yet = f\"<p><span class='loader'></span>{event_description}</p>\"\n",
+ " # answer_yet = make_toolbox(event_description, \"\", checked = False)\n",
+ " answer_yet = event_description\n",
+ " history[-1] = (query,answer_yet)\n",
+ " # elif event[\"event\"] == \"on_chain_end\":\n",
+ " # answer_yet = \"\"\n",
+ " # history[-1] = (query,answer_yet)\n",
+ " # if display_output:\n",
+ " # print(event[\"data\"][\"output\"])\n",
+ "\n",
+ " # if op['path'] == path_reformulation: # reforulated question\n",
+ " # try:\n",
+ " # output_language = op['value'][\"language\"] # str\n",
+ " # output_query = op[\"value\"][\"question\"]\n",
+ " # except Exception as e:\n",
+ " # raise gr.Error(f\"ClimateQ&A Error: {e} - The error has been noted, try another question and if the error remains, you can contact us :)\")\n",
+ " \n",
+ " # if op[\"path\"] == path_keywords:\n",
+ " # try:\n",
+ " # output_keywords = op['value'][\"keywords\"] # str\n",
+ " # output_keywords = \" AND \".join(output_keywords)\n",
+ " # except Exception as e:\n",
+ " # pass\n",
+ "\n",
+ "\n",
+ "\n",
+ " history = [tuple(x) for x in history]\n",
+ " yield history,docs_html,output_query,output_language,gallery,updates#,output_query,output_keywords\n",
+ "\n",
+ "\n",
+ " except Exception as e:\n",
+ " raise gr.Error(f\"{e}\")\n",
+ "\n",
+ "\n",
+ " try:\n",
+ " # Log answer on Azure Blob Storage\n",
+ " if os.getenv(\"GRADIO_ENV\") != \"local\":\n",
+ " timestamp = str(datetime.now().timestamp())\n",
+ " file = timestamp + \".json\"\n",
+ " prompt = history[-1][0]\n",
+ " logs = {\n",
+ " \"user_id\": str(user_id),\n",
+ " \"prompt\": prompt,\n",
+ " \"query\": prompt,\n",
+ " \"question\":output_query,\n",
+ " \"sources\":sources,\n",
+ " \"docs\":serialize_docs(docs),\n",
+ " \"answer\": history[-1][1],\n",
+ " \"time\": timestamp,\n",
+ " }\n",
+ " log_on_azure(file, logs, share_client)\n",
+ " except Exception as e:\n",
+ " print(f\"Error logging on Azure Blob Storage: {e}\")\n",
+ " raise gr.Error(f\"ClimateQ&A Error: {str(e)[:100]} - The error has been noted, try another question and if the error remains, you can contact us :)\")\n",
+ "\n",
+ " image_dict = {}\n",
+ " for i,doc in enumerate(docs):\n",
+ " \n",
+ " if doc.metadata[\"chunk_type\"] == \"image\":\n",
+ " try:\n",
+ " key = f\"Image {i+1}\"\n",
+ " image_path = doc.metadata[\"image_path\"].split(\"documents/\")[1]\n",
+ " img = get_image_from_azure_blob_storage(image_path)\n",
+ "\n",
+ " # Convert the image to a byte buffer\n",
+ " buffered = BytesIO()\n",
+ " img.save(buffered, format=\"PNG\")\n",
+ " img_str = base64.b64encode(buffered.getvalue()).decode()\n",
+ "\n",
+ " # Embedding the base64 string in Markdown\n",
+ " markdown_image = f\"\"\n",
+ " image_dict[key] = {\"img\":img,\"md\":markdown_image,\"caption\":doc.page_content,\"key\":key,\"figure_code\":doc.metadata[\"figure_code\"]}\n",
+ " except Exception as e:\n",
+ " print(f\"Skipped adding image {i} because of {e}\")\n",
+ "\n",
+ " if len(image_dict) > 0:\n",
+ "\n",
+ " gallery = [x[\"img\"] for x in list(image_dict.values())]\n",
+ " img = list(image_dict.values())[0]\n",
+ " img_md = img[\"md\"]\n",
+ " img_caption = img[\"caption\"]\n",
+ " img_code = img[\"figure_code\"]\n",
+ " if img_code != \"N/A\":\n",
+ " img_name = f\"{img['key']} - {img['figure_code']}\"\n",
+ " else:\n",
+ " img_name = f\"{img['key']}\"\n",
+ "\n",
+ " answer_yet = history[-1][1] + f\"\\n\\n{img_md}\\n<p class='chatbot-caption'><b>{img_name}</b> - {img_caption}</p>\"\n",
+ " history[-1] = (history[-1][0],answer_yet)\n",
+ " history = [tuple(x) for x in history]\n",
+ "\n",
+ " print(f\"\\n\\nImages:\\n{gallery}\")\n",
+ "\n",
+ " # gallery = [x.metadata[\"image_path\"] for x in docs if (len(x.metadata[\"image_path\"]) > 0 and \"IAS\" in x.metadata[\"image_path\"])]\n",
+ " # if len(gallery) > 0:\n",
+ " # gallery = list(set(\"|\".join(gallery).split(\"|\")))\n",
+ " # gallery = [get_image_from_azure_blob_storage(x) for x in gallery]\n",
+ "\n",
+ " yield history,docs_html,output_query,output_language,gallery,updates#,output_query,output_keywords\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "climateqa",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/sandbox/20241104 - CQA - StepByStep CQA.ipynb b/sandbox/20241104 - CQA - StepByStep CQA.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e8e03df9739712e0c920feaa26a339da0ce48896
--- /dev/null
+++ b/sandbox/20241104 - CQA - StepByStep CQA.ipynb
@@ -0,0 +1,688 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd \n",
+ "import numpy as np\n",
+ "import os\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "import sys\n",
+ "sys.path.append(os.path.dirname(os.getcwd()))\n",
+ "\n",
+ "from dotenv import load_dotenv\n",
+ "load_dotenv()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.llm import get_llm\n",
+ "from climateqa.engine.vectorstore import get_pinecone_vectorstore\n",
+ "from climateqa.engine.embeddings import get_embeddings_function\n",
+ "from climateqa.engine.reranker import get_reranker\n",
+ "from climateqa.engine.graph import make_graph_agent, display_graph\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## LLM"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.llm import get_llm\n",
+ "\n",
+ "llm = get_llm(provider=\"openai\")\n",
+ "llm.invoke(\"Say Hello !\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Retriever "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.vectorstore import get_pinecone_vectorstore\n",
+ "from climateqa.engine.embeddings import get_embeddings_function\n",
+ "\n",
+ "question = \"What is the impact of climate change on the environment?\"\n",
+ "\n",
+ "embeddings_function = get_embeddings_function()\n",
+ "vectorstore_ipcc = get_pinecone_vectorstore(embeddings_function)\n",
+ "docs_question = vectorstore_ipcc.search(query = question, search_type=\"similarity\")\n",
+ "docs_question"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# optional filters\n",
+ "sources_owid = [\"OWID\"]\n",
+ "filters = {}\n",
+ "filters[\"source\"] = {\"$in\": sources_owid}\n",
+ "\n",
+ "# vectorestore_graphs\n",
+ "vectorstore_graphs = get_pinecone_vectorstore(embeddings_function, index_name = os.getenv(\"PINECONE_API_INDEX_OWID\"), text_key=\"title\")\n",
+ "owid_graphs = vectorstore_graphs.search(query = question, search_type=\"similarity\")\n",
+ "owid_graphs = vectorstore_graphs.similarity_search_with_score(query = question, filter=filters, k=5)\n",
+ "owid_graphs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "vectorstore_region = get_pinecone_vectorstore(embeddings_function, index_name=os.getenv(\"PINECONE_API_INDEX_REGION\"))\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Reranker"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.reranker import get_reranker\n",
+ "from climateqa.engine.reranker import rerank_docs\n",
+ "\n",
+ "reranker = get_reranker(\"nano\")\n",
+ "reranked_docs_question = rerank_docs(reranker,docs_question,question)\n",
+ "reranked_docs_question"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.graph import make_graph_agent, display_graph, make_graph_agent_poc\n",
+ "\n",
+ "llm = get_llm(provider=\"openai\")\n",
+ "embeddings_function = get_embeddings_function()\n",
+ "vectorstore_ipcc = get_pinecone_vectorstore(embeddings_function)\n",
+ "vectorstore_graphs = get_pinecone_vectorstore(embeddings_function, index_name = os.getenv(\"PINECONE_API_INDEX_OWID\"), text_key=\"title\")\n",
+ "vectorstore_region = get_pinecone_vectorstore(embeddings_function, index_name=os.getenv(\"PINECONE_API_INDEX_REGION\"))\n",
+ "reranker = get_reranker(\"nano\")\n",
+ "\n",
+ "app = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore_ipcc, vectorstore_graphs=vectorstore_graphs, vectorstore_region=vectorstore_region, reranker=reranker)\n",
+ "app2 = make_graph_agent_poc(llm=llm, vectorstore_ipcc=vectorstore_ipcc, vectorstore_graphs=vectorstore_graphs, vectorstore_region=vectorstore_region, reranker=reranker)\n",
+ "display_graph(app)\n",
+ "display_graph(app2)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.graph import search \n",
+ "\n",
+ "from climateqa.engine.chains.intent_categorization import make_intent_categorization_node\n",
+ "\n",
+ "\n",
+ "from climateqa.engine.chains.answer_chitchat import make_chitchat_node\n",
+ "from climateqa.engine.chains.answer_ai_impact import make_ai_impact_node\n",
+ "from climateqa.engine.chains.query_transformation import make_query_transform_node\n",
+ "from climateqa.engine.chains.translation import make_translation_node\n",
+ "from climateqa.engine.chains.retrieve_documents import make_IPx_retriever_node, make_POC_retriever_node\n",
+ "from climateqa.engine.chains.answer_rag import make_rag_node\n",
+ "from climateqa.engine.chains.graph_retriever import make_graph_retriever_node\n",
+ "from climateqa.engine.chains.chitchat_categorization import make_chitchat_intent_categorization_node\n",
+ "from climateqa.engine.chains.prompts import audience_prompts\n",
+ "from climateqa.engine.graph import route_intent\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "inial_state = {\n",
+ " \"user_input\": \"What is the impact of climate change on the environment?\", \n",
+ " # \"user_input\": \"Quel est l'impact du changement climatique sur Bordeaux ?\",\n",
+ " \"audience\" : audience_prompts[\"general\"],\n",
+ " # \"sources_input\":[\"IPCC\"],\n",
+ " \"relevant_content_sources_selection\": [\"Figures (IPCC/IPBES)\",\"POC region\"],\n",
+ " \"search_only\" : False,\n",
+ " \"reports\": [],\n",
+ "}\n",
+ "state=inial_state.copy()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cat_node = make_intent_categorization_node(llm)\n",
+ "state.update(cat_node(inial_state))\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# state.update(search(state))\n",
+ "# state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "intent = route_intent(state)\n",
+ "\n",
+ "if route_intent(state) == \"translate_query\":\n",
+ " make_translation_node(llm)(state)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "state.update(make_query_transform_node(llm)(state))\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.retrieve_documents import retrieve_documents\n",
+ "res = await retrieve_documents(state[\"questions_list\"][0],{},\"IPx\", vectorstore_ipcc,reranker)\n",
+ "res"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.chains.retrieve_documents import retrieve_documents_for_all_questions\n",
+ "\n",
+ "source_type = \"IPx\"\n",
+ "to_handle_questions_index = [i for i, x in enumerate(state[\"questions_list\"]) if x[\"source_type\"] == \"IPx\"]\n",
+ "\n",
+ "search_figures = \"Figures (IPCC/IPBES)\" in state[\"relevant_content_sources_selection\"]\n",
+ "search_only = state[\"search_only\"]\n",
+ "reports = state[\"reports\"]\n",
+ "questions_list = state[\"questions_list\"]\n",
+ "n_questions=state[\"n_questions\"][\"total\"]\n",
+ "k_final=15\n",
+ "k_before_reranking=100\n",
+ "\n",
+ "res = await retrieve_documents_for_all_questions(\n",
+ " search_figures=search_figures,\n",
+ " search_only=search_only,\n",
+ " reports=reports,\n",
+ " questions_list=questions_list,\n",
+ " n_questions=n_questions,\n",
+ " config={},\n",
+ " source_type=source_type,\n",
+ " to_handle_questions_index=to_handle_questions_index,\n",
+ " vectorstore=vectorstore_ipcc,\n",
+ " reranker=reranker,\n",
+ " rerank_by_question=True,\n",
+ " k_final=k_final,\n",
+ " k_before_reranking=k_before_reranking,\n",
+ " )\n",
+ "state.update(res)\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "state.update(await make_graph_retriever_node(vectorstore_graphs, reranker)(state))\n",
+ "state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "answer_rag = await make_rag_node(llm)(state,{})\n",
+ "state.update(answer_rag)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# stream event of the whole chain"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "from climateqa.engine.graph import make_graph_agent, display_graph\n",
+ "from climateqa.engine.chains.prompts import audience_prompts\n",
+ "\n",
+ "\n",
+ "inial_state = { \n",
+ " \"user_input\": \"Comment le changement climatique m'affectera ร Paris?\",\n",
+ " \"audience\" : audience_prompts[\"general\"],\n",
+ " \"sources_input\":[\"IPCC\"],\n",
+ " \"relevant_content_sources_selection\": [\"Figures (IPCC/IPBES)\",\"POC region\"],\n",
+ " \"search_only\" : False,\n",
+ " \"reports\": [],\n",
+ "}\n",
+ "app = make_graph_agent_poc(llm=llm, vectorstore_ipcc=vectorstore_ipcc, vectorstore_graphs=vectorstore_graphs, vectorstore_region=vectorstore_region, reranker=reranker)\n",
+ "\n",
+ "inial_state"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "event_list = app.astream_events(inial_state, version = \"v1\")\n",
+ "static_event_list = []\n",
+ "async for event in event_list:\n",
+ " static_event_list.append(event)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_events = pd.DataFrame(static_event_list)\n",
+ "df_events[\"node\"] = df_events[\"metadata\"].apply(lambda x: x[\"langgraph_node\"] if \"langgraph_node\" in x else \"None\")\n",
+ "# df_events_chat = df_events[(df_events[\"event\"] ==\"on_chat_model_stream\")]\n",
+ "df_events_chat = df_events[df_events[\"node\"].apply(lambda x : x in [\"answer_rag\",\"answer_rag_no_docs\", \"answer_search\", \"answer_chitchat\"])]\n",
+ "node_end_answer = df_events_chat[(df_events_chat[\"event\"] ==\"on_chain_end\") & (df_events_chat[\"name\"] ==\"answer_rag\")]\n",
+ "node_end_answer[\"data\"].values[0][\"output\"]\n",
+ "# df_events_chat[\"data\"].apply(lambda x: x[\"content\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ev_rel_doc = df_events.iloc[df_events[(df_events[\"event\"] ==\"on_chain_end\")][\"data\"].apply(lambda x: x[\"output\"]).dropna().apply(lambda x: x[\"related_contents\"] if \"related_contents\" in x else None).dropna().index].iloc[-1]\n",
+ "related_content = ev_rel_doc[\"data\"][\"output\"][\"related_contents\"]\n",
+ "# [f\"{d.metadata['short_name']} - {d.metadata['name']}\" for d in related_content]\n",
+ "related_content[0].metadata"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_events[(df_events[\"event\"] ==\"on_chain_end\") & (df_events[\"name\"]==\"transform_query\")][\"data\"].values[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_events[(df_events[\"event\"] ==\"on_chain_end\") & (df_events[\"name\"]==\"answer_search\")][\"data\"].values[0][\"input\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "node_end_answer"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Get the answer at the end\n",
+ "from climateqa.handle_stream_events import stream_answer\n",
+ "event_list = app.astream_events(inial_state, version = \"v1\")\n",
+ "history = []\n",
+ "start_streaming = False\n",
+ "answer_message_content = \"\"\n",
+ "async for event in event_list:\n",
+ "\n",
+ " if \"langgraph_node\" in event[\"metadata\"]:\n",
+ " node = event[\"metadata\"][\"langgraph_node\"]\n",
+ "\n",
+ " if (event[\"name\"] != \"transform_query\" and \n",
+ " event[\"event\"] == \"on_chat_model_stream\" and\n",
+ " node in [\"answer_rag\",\"answer_rag_no_docs\", \"answer_search\", \"answer_chitchat\"]):\n",
+ " history, start_streaming, answer_message_content = stream_answer(\n",
+ " history, event, start_streaming, answer_message_content\n",
+ " )"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Test events logs\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "inial_state = {'user_input': 'What is the impact of climate in Bordeaux',\n",
+ " 'audience': 'the general public who know the basics in science and climate change and want to learn more about it without technical terms. Still use references to passages.',\n",
+ " 'sources_input': ['IPCC'],\n",
+ " 'relevant_content_sources_selection': ['Figures (IPCC/IPBES)', 'POC region'],\n",
+ " 'search_only': False,\n",
+ " 'reports': []\n",
+ " }"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Get the answer at the end\n",
+ "from climateqa.handle_stream_events import stream_answer\n",
+ "app = make_graph_agent(llm=llm, vectorstore_ipcc=vectorstore_ipcc, vectorstore_graphs=vectorstore_graphs, vectorstore_region=vectorstore_region, reranker=reranker)\n",
+ "\n",
+ "event_list = app.astream_events(inial_state, version = \"v1\")\n",
+ "history = []\n",
+ "start_streaming = False\n",
+ "answer_message_content = \"\"\n",
+ "static_event_list = []\n",
+ "async for event in event_list:\n",
+ " static_event_list.append(event)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_static_events = pd.DataFrame(static_event_list)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_static_events.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_static_events[\"name\"].unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events = df_static_events[\n",
+ " (df_static_events[\"event\"] == \"on_chain_end\") &\n",
+ " (df_static_events[\"name\"].isin([\"retrieve_documents\", \"retrieve_local_data\", \"retrieve_POC_docs_node\",\"retrieve_IPx_docs\"]))\n",
+ " # (df_static_events[\"data\"].apply(lambda x: x[\"output\"] is not None))\n",
+ "]\n",
+ "selected_events"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# selected_events[selected_events[\"data\"].apply(lambda x : \"output\" in x and x[\"output\"] is not None)]\n",
+ "selected_events[\"data\"].apply(lambda x : x[\"output\"][\"documents\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events = df_static_events[\n",
+ " (df_static_events[\"event\"] == \"on_chain_end\") &\n",
+ " (df_static_events[\"name\"].isin([\"answer_search\"]))\n",
+ " # (df_static_events[\"data\"].apply(lambda x: x[\"output\"] is not None))\n",
+ "]\n",
+ "selected_events[\"metadata\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events[\"data\"].iloc[0][\"input\"][\"related_contents\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events[\"data\"].apply(lambda x : x[\"output\"]).iloc[2]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events.iloc[0][\"data\"].values()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events.iloc[1][\"data\"].values()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "list(selected_events.iloc[0][\"data\"].values())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "list(selected_events.iloc[1][\"data\"].values())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "list(selected_events.iloc[2][\"data\"].values())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "list(selected_events.iloc[3][\"data\"].values())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# import json\n",
+ "\n",
+ "# print(json.dumps(list(selected_events.iloc[1][\"data\"].values()), indent=4))\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "data_values = selected_events.iloc[1][\"data\"].values()\n",
+ "formatted_data = json.dumps(list(data_values)[0], indent=4)\n",
+ "print(formatted_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pprint import pprint\n",
+ "import json\n",
+ "selected_events.iloc[2][\"data\"].values()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "selected_events.iloc[3][\"data\"].values()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_static_events[df_static_events[\"name\"] == \"retrieve_POC_docs_node\"].iloc[0]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "climateqa",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/sandbox/talk_to_data/20250306 - CQA - Drias.ipynb b/sandbox/talk_to_data/20250306 - CQA - Drias.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..49cf0f4a24561f89c0079d84d235469df2a2da61
--- /dev/null
+++ b/sandbox/talk_to_data/20250306 - CQA - Drias.ipynb
@@ -0,0 +1,94 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Import the function in main.py"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import sys\n",
+ "import os\n",
+ "sys.path.append(os.path.dirname(os.path.dirname(os.getcwd())))\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "from climateqa.engine.talk_to_data.main import ask_vanna\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Create a human query"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# query = \"Compare the winter and summer precipitation in 2050 in Marseille\"\n",
+ "# query = \"What is the impact of climate in Bordeaux?\"\n",
+ "# query = \"what is the number of days where the temperature above 35 in 2050 in Marseille\"\n",
+ "# query = \"Quelle sera la tempรฉrature ร Marseille sur les prochaines annรฉes ?\"\n",
+ "# query = \"Comment vont รฉvoluer les tempรฉratures ร Marseille ?\"\n",
+ "query = \"Comment vont รฉvoluer les tempรฉratures ร marseille ?\""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Call the function ask vanna, it gives an output of a the sql query and the dataframe of the result (tuple)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sql_query, df, fig = ask_vanna(query)\n",
+ "print(df.head())\n",
+ "fig.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "climateqa",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/sandbox/talk_to_data/20250306 - CQA - Step_by_step_vanna.ipynb b/sandbox/talk_to_data/20250306 - CQA - Step_by_step_vanna.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f89f587e84ed03b8876062a3169f790152b708f2
--- /dev/null
+++ b/sandbox/talk_to_data/20250306 - CQA - Step_by_step_vanna.ipynb
@@ -0,0 +1,1739 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The autoreload extension is already loaded. To reload it, use:\n",
+ " %reload_ext autoreload\n"
+ ]
+ }
+ ],
+ "source": [
+ "import sys\n",
+ "import os\n",
+ "sys.path.append(os.path.dirname(os.path.dirname(os.getcwd())))\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "from climateqa.engine.talk_to_data.main import ask_vanna\n",
+ "\n",
+ "import sqlite3\n",
+ "import os\n",
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Imports"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from climateqa.engine.talk_to_data.myVanna import MyVanna\n",
+ "from climateqa.engine.talk_to_data.utils import loc2coords, detect_location_with_openai, detectTable, nearestNeighbourSQL, detect_relevant_tables, replace_coordonates#,nearestNeighbourPostgres\n",
+ "\n",
+ "from climateqa.engine.llm import get_llm"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Vanna Ask\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loading embeddings model: BAAI/bge-base-en-v1.5\n"
+ ]
+ }
+ ],
+ "source": [
+ "from dotenv import load_dotenv\n",
+ "\n",
+ "load_dotenv()\n",
+ "\n",
+ "llm = get_llm(provider=\"openai\")\n",
+ "\n",
+ "OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')\n",
+ "PC_API_KEY = os.getenv('VANNA_PINECONE_API_KEY')\n",
+ "INDEX_NAME = os.getenv('VANNA_INDEX_NAME')\n",
+ "VANNA_MODEL = os.getenv('VANNA_MODEL')\n",
+ "\n",
+ "\n",
+ "DB_USER=os.getenv('SUPABASE_USER')\n",
+ "DB_PASSWORD=os.getenv('SUPABASE_PASSWORD')\n",
+ "DB_HOST = os.getenv('SUPABASE_HOST')\n",
+ "DB_PORT=os.getenv('SUPABASE_PORT')\n",
+ "DB_DBNAME=os.getenv('SUPABASE_DBNAME')\n",
+ "DB_DATABASE_URL = f\"postgresql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_DBNAME}\"\n",
+ "\n",
+ "ROOT_PATH = os.path.dirname(os.path.dirname(os.getcwd()))\n",
+ "\n",
+ "#Vanna object\n",
+ "vn = MyVanna(config = {\"temperature\": 0, \"api_key\": OPENAI_API_KEY, 'model': VANNA_MODEL, 'pc_api_key': PC_API_KEY, 'index_name': INDEX_NAME, \"top_k\" : 4})\n",
+ "\n",
+ "db_vanna_path = ROOT_PATH + \"/data/drias/drias.db\"\n",
+ "vn.connect_to_sqlite(db_vanna_path)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# User query"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "query = \"Quelle sera la tempรฉrature ร Marseille sur les prochaines annรฉes ?\"\n",
+ "# query = \"Comment vont รฉvoluer les tempรฉratures ร marseille ?\""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Detect location"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Marseille\n"
+ ]
+ }
+ ],
+ "source": [
+ "location = detect_location_with_openai(OPENAI_API_KEY, query)\n",
+ "print(location)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Convert location to longitude, latitude coordonate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "quelle sera la tempรฉrature ร lat, long : (43.2961743, 5.3699525) sur le:s prochaines annรฉes ?\n"
+ ]
+ }
+ ],
+ "source": [
+ "coords = loc2coords(location)\n",
+ "user_input = query.lower().replace(location.lower(), f\"lat, long : {coords}\")\n",
+ "print(user_input)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Find closest coordonates and replace lat,lon\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "quelle sera la tempรฉrature ร lat, long : (43.166954040527344, 5.430534839630127) sur le:s prochaines annรฉes ?\n"
+ ]
+ }
+ ],
+ "source": [
+ "relevant_tables = detect_relevant_tables(user_input, llm) \n",
+ "# coords_tables = [nearestNeighbourPostgres(DB_DATABASE_URL, coords, relevant_tables[i]) for i in range(len(relevant_tables))]\n",
+ "coords_tables = [nearestNeighbourSQL(db_vanna_path, coords, relevant_tables[i]) for i in range(len(relevant_tables))]\n",
+ "user_input_with_coords = replace_coordonates(coords, user_input, coords_tables)\n",
+ "print(user_input_with_coords)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Ask Vanna with correct coordonates"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'quelle sera la tempรฉrature ร lat, long : (43.166954040527344, 5.430534839630127) sur le:s prochaines annรฉes ?'"
+ ]
+ },
+ "execution_count": 32,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "user_input_with_coords"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "SQL Prompt: [{'role': 'system', 'content': \"You are a SQLite expert. Please help to generate a SQL query to answer the question. Your response should ONLY be based on the given context and follow the response guidelines and format instructions. \\n===Tables \\nCREATE TABLE Mean_winter_temperature (\\n y FLOAT,\\n x FLOAT,\\n year INT, \\n month INT, \\n day INT \\n,\\n LambertParisII VARCHAR(255),\\n lat FLOAT,\\n lon FLOAT,\\n TMm FLOAT\\n);\\n\\nCREATE TABLE Mean_summer_temperature (\\n y FLOAT,\\n x FLOAT,\\n year INT, \\n month INT, \\n day INT \\n,\\n LambertParisII VARCHAR(255),\\n lat FLOAT,\\n lon FLOAT,\\n TMm FLOAT\\n);\\n\\nCREATE TABLE Maximum_summer_temperature (\\n y FLOAT,\\n x FLOAT,\\n year INT, \\n month INT, \\n day INT \\n,\\n LambertParisII VARCHAR(255),\\n lat FLOAT,\\n lon FLOAT,\\n TXm FLOAT\\n);\\n\\nCREATE TABLE Number_of_days_with_Tx_above_30C (\\n y FLOAT,\\n x FLOAT,\\n year INT, \\n month INT, \\n day INT \\n,\\n LambertParisII VARCHAR(255),\\n lat FLOAT,\\n lon FLOAT,\\n TX30D FLOAT\\n);\\n\\n\\n===Additional Context \\n\\nThe Number of days with Tx above 35C table contains information on the number of days when the maximum temperature in the past and the future\\nis greater than or equal to 35ยฐC.\\nThe variables are as follows:\\n- 'y' and 'x': Lambert Paris II coordinates for the location.\\n- year: Year of the observation.\\n\\n - month : Month of the observation.\\n\\n - day: Day of the observation.\\n\\n- 'LambertParisII': Indicates that the x, y coordinates are in the Lambert Paris II projection.\\n- 'lat' and 'lon': Latitude and longitude of the location.\\n- 'TX35D': Number of days with Tx โฅ 35ยฐC.\\n\\nThe Number of days with Tx above 30C table contains information on the number of days when the maximum temperature in the past and the future\\nis greater than or equal to 30ยฐC.\\nThe variables are as follows:\\n- 'y' and 'x': Lambert Paris II coordinates for the location.\\n- year: Year of the observation.\\n\\n - month : Month of the observation.\\n\\n - day: Day of the observation.\\n\\n- 'LambertParisII': Indicates that the x, y coordinates are in the Lambert Paris II projection.\\n- 'lat' and 'lon': Latitude and longitude of the location.\\n- 'TX30D': Number of days with Tx โฅ 30ยฐC.\\n\\nThe Mean winter temperature table contains information on the average (mean) winter temperature in the past and the future.\\nThe variables are as follows:\\n- 'y' and 'x': Lambert Paris II coordinates for the location.\\n- year: Year of the observation.\\n\\n - month : Month of the observation.\\n\\n - day: Day of the observation.\\n\\n- 'LambertParisII': Indicates that the x, y coordinates are in the Lambert Paris II projection.\\n- 'lat' and 'lon': Latitude and longitude of the location.\\n- 'TMm': Average winter temperature.\\n\\nThe Mean summer temperature table contains information on the average summer temperature in the past and the future.\\nThe variables are as follows:\\n- 'y' and 'x': Lambert Paris II coordinates for the location.\\n- year: Year of the observation.\\n\\n - month : Month of the observation.\\n\\n - day: Day of the observation.\\n\\n- 'LambertParisII': Indicates that the x and y coordinates are in Lambert Paris II projection.\\n- 'lat' and 'lon': Latitude and longitude of the location.\\n- 'TMm': Average summer temperature.\\n\\n===Response Guidelines \\n1. If the provided context is sufficient, please generate a valid SQL query without any explanations for the question. \\n2. If the provided context is almost sufficient but requires knowledge of a specific string in a particular column, please generate an intermediate SQL query to find the distinct strings in that column. Prepend the query with a comment saying intermediate_sql \\n3. If the provided context is insufficient, please give a sql query based on your knowledge and the context provided. \\n4. Please use the most relevant table(s). \\n5. If the question has been asked and answered before, please repeat the answer exactly as it was given before. \\n6. Ensure that the output SQL is SQLite-compliant and executable, and free of syntax errors. \\n7. Add a description of the table in the result of the sql query, if relevant. \\n8 Make sure to include the relevant KPI in the SQL query. The query should return impactfull data \\n\"}, {'role': 'user', 'content': 'quelle sera la tempรฉrature ร lat, long : (43.166954040527344, 5.430534839630127) sur le:s prochaines annรฉes ?'}]\n",
+ "Using model gpt-4o-mini for 1082.0 tokens (approx)\n",
+ "LLM Response: ```sql\n",
+ "SELECT year, month, day, TMm AS Mean_Summer_Temperature\n",
+ "FROM Mean_summer_temperature\n",
+ "WHERE lat = 43.166954040527344 AND lon = 5.430534839630127\n",
+ "ORDER BY year, month, day;\n",
+ "```\n",
+ "LLM Response: ```sql\n",
+ "SELECT year, month, day, TMm AS Mean_Summer_Temperature\n",
+ "FROM Mean_summer_temperature\n",
+ "WHERE lat = 43.166954040527344 AND lon = 5.430534839630127\n",
+ "ORDER BY year, month, day;\n",
+ "```\n",
+ "Extracted SQL: SELECT year, month, day, TMm AS Mean_Summer_Temperature\n",
+ "FROM Mean_summer_temperature\n",
+ "WHERE lat = 43.166954040527344 AND lon = 5.430534839630127\n",
+ "ORDER BY year, month, day;\n",
+ "Using model gpt-4o-mini for 244.75 tokens (approx)\n",
+ " year month day Mean_Summer_Temperature date\n",
+ "0 2031 7 16 24.061035 2031-07-16\n",
+ "1 2031 7 16 24.061035 2031-07-16\n",
+ "2 2032 7 16 24.530693 2032-07-16\n",
+ "3 2032 7 16 24.530693 2032-07-16\n",
+ "4 2033 7 16 24.722235 2033-07-16\n"
+ ]
+ }
+ ],
+ "source": [
+ "sql_query, result_dataframe, figure = vn.ask(user_input_with_coords, print_results=False, allow_llm_to_see_data=True, auto_train=False)\n",
+ "print(result_dataframe.head())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>year</th>\n",
+ " <th>month</th>\n",
+ " <th>day</th>\n",
+ " <th>Mean_Summer_Temperature</th>\n",
+ " <th>date</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>2031</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.061035</td>\n",
+ " <td>2031-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>2031</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.061035</td>\n",
+ " <td>2031-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>2032</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.530693</td>\n",
+ " <td>2032-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>2032</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.530693</td>\n",
+ " <td>2032-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>2033</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.722235</td>\n",
+ " <td>2033-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>5</th>\n",
+ " <td>2033</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.722235</td>\n",
+ " <td>2033-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>6</th>\n",
+ " <td>2034</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>23.846292</td>\n",
+ " <td>2034-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>7</th>\n",
+ " <td>2034</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>23.846292</td>\n",
+ " <td>2034-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>8</th>\n",
+ " <td>2035</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.231422</td>\n",
+ " <td>2035-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>9</th>\n",
+ " <td>2035</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.231422</td>\n",
+ " <td>2035-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>10</th>\n",
+ " <td>2036</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.488942</td>\n",
+ " <td>2036-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>11</th>\n",
+ " <td>2036</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.488942</td>\n",
+ " <td>2036-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>12</th>\n",
+ " <td>2037</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.794241</td>\n",
+ " <td>2037-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>13</th>\n",
+ " <td>2037</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.794241</td>\n",
+ " <td>2037-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>14</th>\n",
+ " <td>2038</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.730554</td>\n",
+ " <td>2038-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>15</th>\n",
+ " <td>2038</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.730554</td>\n",
+ " <td>2038-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>16</th>\n",
+ " <td>2039</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.449799</td>\n",
+ " <td>2039-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>17</th>\n",
+ " <td>2039</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.449799</td>\n",
+ " <td>2039-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>18</th>\n",
+ " <td>2040</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.407269</td>\n",
+ " <td>2040-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>19</th>\n",
+ " <td>2040</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.407269</td>\n",
+ " <td>2040-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>20</th>\n",
+ " <td>2041</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.768548</td>\n",
+ " <td>2041-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>21</th>\n",
+ " <td>2041</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.768548</td>\n",
+ " <td>2041-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>22</th>\n",
+ " <td>2042</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.534796</td>\n",
+ " <td>2042-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>23</th>\n",
+ " <td>2042</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.534796</td>\n",
+ " <td>2042-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>24</th>\n",
+ " <td>2043</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.769181</td>\n",
+ " <td>2043-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>25</th>\n",
+ " <td>2043</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.769181</td>\n",
+ " <td>2043-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26</th>\n",
+ " <td>2044</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.489877</td>\n",
+ " <td>2044-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>27</th>\n",
+ " <td>2044</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.489877</td>\n",
+ " <td>2044-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>28</th>\n",
+ " <td>2045</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.448076</td>\n",
+ " <td>2045-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>29</th>\n",
+ " <td>2045</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.448076</td>\n",
+ " <td>2045-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>30</th>\n",
+ " <td>2046</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.111282</td>\n",
+ " <td>2046-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>31</th>\n",
+ " <td>2046</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.111282</td>\n",
+ " <td>2046-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>32</th>\n",
+ " <td>2047</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.723138</td>\n",
+ " <td>2047-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>33</th>\n",
+ " <td>2047</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.723138</td>\n",
+ " <td>2047-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>34</th>\n",
+ " <td>2048</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.187577</td>\n",
+ " <td>2048-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>35</th>\n",
+ " <td>2048</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.187577</td>\n",
+ " <td>2048-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>36</th>\n",
+ " <td>2049</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.829654</td>\n",
+ " <td>2049-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>37</th>\n",
+ " <td>2049</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>24.829654</td>\n",
+ " <td>2049-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>38</th>\n",
+ " <td>2050</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.053394</td>\n",
+ " <td>2050-07-16</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>39</th>\n",
+ " <td>2050</td>\n",
+ " <td>7</td>\n",
+ " <td>16</td>\n",
+ " <td>25.053394</td>\n",
+ " <td>2050-07-16</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " year month day Mean_Summer_Temperature date\n",
+ "0 2031 7 16 24.061035 2031-07-16\n",
+ "1 2031 7 16 24.061035 2031-07-16\n",
+ "2 2032 7 16 24.530693 2032-07-16\n",
+ "3 2032 7 16 24.530693 2032-07-16\n",
+ "4 2033 7 16 24.722235 2033-07-16\n",
+ "5 2033 7 16 24.722235 2033-07-16\n",
+ "6 2034 7 16 23.846292 2034-07-16\n",
+ "7 2034 7 16 23.846292 2034-07-16\n",
+ "8 2035 7 16 24.231422 2035-07-16\n",
+ "9 2035 7 16 24.231422 2035-07-16\n",
+ "10 2036 7 16 24.488942 2036-07-16\n",
+ "11 2036 7 16 24.488942 2036-07-16\n",
+ "12 2037 7 16 24.794241 2037-07-16\n",
+ "13 2037 7 16 24.794241 2037-07-16\n",
+ "14 2038 7 16 24.730554 2038-07-16\n",
+ "15 2038 7 16 24.730554 2038-07-16\n",
+ "16 2039 7 16 24.449799 2039-07-16\n",
+ "17 2039 7 16 24.449799 2039-07-16\n",
+ "18 2040 7 16 24.407269 2040-07-16\n",
+ "19 2040 7 16 24.407269 2040-07-16\n",
+ "20 2041 7 16 24.768548 2041-07-16\n",
+ "21 2041 7 16 24.768548 2041-07-16\n",
+ "22 2042 7 16 24.534796 2042-07-16\n",
+ "23 2042 7 16 24.534796 2042-07-16\n",
+ "24 2043 7 16 24.769181 2043-07-16\n",
+ "25 2043 7 16 24.769181 2043-07-16\n",
+ "26 2044 7 16 24.489877 2044-07-16\n",
+ "27 2044 7 16 24.489877 2044-07-16\n",
+ "28 2045 7 16 24.448076 2045-07-16\n",
+ "29 2045 7 16 24.448076 2045-07-16\n",
+ "30 2046 7 16 25.111282 2046-07-16\n",
+ "31 2046 7 16 25.111282 2046-07-16\n",
+ "32 2047 7 16 24.723138 2047-07-16\n",
+ "33 2047 7 16 24.723138 2047-07-16\n",
+ "34 2048 7 16 25.187577 2048-07-16\n",
+ "35 2048 7 16 25.187577 2048-07-16\n",
+ "36 2049 7 16 24.829654 2049-07-16\n",
+ "37 2049 7 16 24.829654 2049-07-16\n",
+ "38 2050 7 16 25.053394 2050-07-16\n",
+ "39 2050 7 16 25.053394 2050-07-16"
+ ]
+ },
+ "execution_count": 34,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "result_dataframe"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ " <script type=\"text/javascript\">\n",
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+ " if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
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+ " require.undef(\"plotly\");\n",
+ " define('plotly', function(require, exports, module) {\n",
+ " /**\n",
+ "* plotly.js v2.35.2\n",
+ "* Copyright 2012-2024, Plotly, Inc.\n",
+ "* All rights reserved.\n",
+ "* Licensed under the MIT license\n",
+ "*/\n",
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r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();h.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color,fontWeight:n.weight,fontStyle:n.style,fontVariant:n.variant,fontShadow:n.fontShadow,fontLineposition:n.fontLineposition,fontTextcase:n.fontTextcase},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){h.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+C).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",C).append(\"rect\"),V.exit().remove();var q=e.font,H=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(H);k.annotationText?G.call(f.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+C).remove();function Z(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,q).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),f.convertToTspans(r,t,Y),r}function Y(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),h=!n.empty(),m=u.bBox((h?n:G).node()),_=m.width,b=m.height,A=e.width||_,D=e.height||b,B=Math.round(A+2*N),q=Math.round(D+2*N);function H(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,Y=[\"x\",\"y\"],X=0;X<Y.length;X++){var $,J,K,Q,tt,et=Y[X],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:y,y:x}[et],at=(I+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=q*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ht=L[et],ft=l.getRefType(rt);if(it&&\"domain\"!==ft){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),$=it._offset+it.r2p(e[et]),Q=.5}else{var dt=\"domain\"===ft;\"x\"===et?(K=e[et],$=dt?it._offset+it._length*K:$=T.l+T.w*K):(K=1-e[et],$=dt?it._offset+it._length*K:$=T.t+T.h*K),Q=e.showarrow?.5:K}if(e.showarrow){ht.head=$;var 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t^!!o.segmentsIntersect(l,h,l+1e6,h+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(f,p,l,h,t[0],t[1],t[2],t[3]);e&&(f=e.x,p=e.y)}));var V=e.arrowwidth,q=e.arrowcolor,H=e.arrowside,G=P.append(\"g\").style({opacity:c.opacity(q)}).classed(\"annotation-arrow-g\",!0),Z=G.append(\"path\").attr(\"d\",\"M\"+f+\",\"+p+\"L\"+l+\",\"+h).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(q));if(g(Z,H,e),k.annotationPosition&&Z.node().parentNode&&!a){var W=l,Y=h;if(e.standoff){var X=Math.sqrt(Math.pow(l-f,2)+Math.pow(h-p,2));W+=e.standoff*(f-l)/X,Y+=e.standoff*(p-h)/X}var $,J,K=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(f-W)+\",\"+(p-Y),transform:s(W,Y)}).style(\"stroke-width\",V+6+\"px\").call(c.stroke,\"rgba(0,0,0,0)\").call(c.fill,\"rgba(0,0,0,0)\");d.init({element:K.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);$=t.x,J=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w($,J),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S(\"x\",v(y,t,\"x\",T,e)),S(\"y\",v(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",v(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",v(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),z.attr({transform:\"rotate(\"+I+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};e.showarrow&&At(0,0),O&&d.init({element:R.node(),gd:t,prepFn:function(){kt=z.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",v(y,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",v(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),At(t,r);else{if(a)return;var i,o;if(y)i=v(y,t,\"x\",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=v(x,r,\"y\",T,e);else{var u=e._ysize/T.h,h=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(h-r/T.h,u,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),y&&x||(n=d.getCursor(y?.5:i,x?.5:o,e.xanchor,e.yanchor))}z.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",Z(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}t.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},23768:function(t,e,r){\"use strict\";var n=r(45568),i=r(78766),a=r(11645),o=r(34809),s=o.strScale,l=o.strRotate,c=o.strTranslate;t.exports=function(t,e,r){var o,u,h,f,p=t.node(),d=a[r.arrowhead||0],m=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),y=(r.arrowwidth||1)*(r.startarrowsize||1),v=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,_=d.backoff*g+r.standoff,b=m.backoff*y+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},u={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-u.x,T=o.y-u.y;if(f=(h=Math.atan2(T,w))+Math.PI,_&&b&&_+b>Math.sqrt(w*w+T*T))return void O();if(_){if(_*_>w*w+T*T)return void O();var k=_*Math.cos(h),A=_*Math.sin(h);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(b){if(b*b>w*w+T*T)return void O();var M=b*Math.cos(h),S=b*Math.sin(h);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),C=\"\";if(E<_+b)return void O();var L=p.getPointAtLength(0),I=p.getPointAtLength(.1);h=Math.atan2(L.y-I.y,L.x-I.x),o=p.getPointAtLength(Math.min(b,E)),C=\"0px,\"+b+\"px,\";var P=p.getPointAtLength(E),z=p.getPointAtLength(E-.1);f=Math.atan2(P.y-z.y,P.x-z.x),u=p.getPointAtLength(Math.max(0,E-_)),C+=E-(C?b+_:_)+\"px,\"+E+\"px\",t.style(\"stroke-dasharray\",C)}function O(){t.style(\"stroke-dasharray\",\"0px,100px\")}function D(e,a,o,u){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append(\"path\").attr({class:t.attr(\"class\"),d:e.path,transform:c(a.x,a.y)+l(180*o/Math.PI)+s(u)}).style({fill:i.rgb(r.arrowcolor),\"stroke-width\":0}))}v&&D(m,o,h,y),x&&D(d,u,f,g)}},3599:function(t,e,r){\"use strict\";var n=r(3377),i=r(6035);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(50222),supplyLayoutDefaults:r(63737),includeBasePlot:r(20706)(\"annotations\"),calcAutorange:r(60317),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(59741)}},38239:function(t,e,r){\"use strict\";var n=r(50222),i=r(13582).overrideAll,a=r(78032).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},47979:function(t,e,r){\"use strict\";var n=r(34809),i=r(29714);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},34232:function(t,e,r){\"use strict\";var n=r(34809),i=r(29714),a=r(59008),o=r(53271),s=r(38239);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function c(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}t.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},9756:function(t,e,r){\"use strict\";var n=r(3377).drawRaw,i=r(25802),a=[\"x\",\"y\",\"z\"];t.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var h=a[u],f=l[h],p=e[h+\"axis\"].r2fraction(f);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},83348:function(t,e,r){\"use strict\";var n=r(33626),i=r(34809);t.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:r(38239)}}},layoutAttributes:r(38239),handleDefaults:r(34232),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(r)for(var a=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var l=o[s];a.test(l)&&(t[l].annotations||[]).length&&(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:r(47979),draw:r(9756)}},37177:function(t,e,r){\"use 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This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));t.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:y,bar:y,box:y,heatmap:y,contour:y,histogram:y,histogram2d:y,histogram2dcontour:y,scatter3d:v,surface:v,mesh3d:v,scattergl:y,ohlc:g,candlestick:g},layout:{calendar:d([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:x},yaxis:{calendar:x},scene:{xaxis:{calendar:x},yaxis:{calendar:x},zaxis:{calendar:x}},polar:{radialaxis:{calendar:x}}},transforms:{filter:{valuecalendar:d([\"WARNING: All transforms are deprecated and may be removed from the API in next major version.\",\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:d([\"WARNING: All transforms are deprecated and may be removed from the API in next major version.\",\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. 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e?e.ypx:J[0]._length/2;if(e.pointerX=_t+$[0]._offset,e.pointerY=bt+J[0]._offset,nt=\"xval\"in e?x.flat(_,e.xval):x.p2c($,_t),it=\"yval\"in e?x.flat(_,e.yval):x.p2c(J,bt),!i(nt[0])||!i(it[0]))return o.warn(\"Fx.hover failed\",e,t),m.unhoverRaw(t,e)}var At=1/0;function Mt(r,n){for(ot=0;ot<yt.length;ot++)if((st=yt[ot])&&st[0]&&st[0].trace&&!0===(lt=st[0].trace).visible&&0!==lt._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(lt._module.name)){if(ht=S,x.isUnifiedHover(ht)&&(ht=ht.charAt(0)),\"splom\"===lt.type?ct=_[ut=0]:(ct=x.getSubplot(lt),ut=_.indexOf(ct)),dt={cd:st,trace:lt,xa:$[ut],ya:J[ut],maxHoverDistance:et,maxSpikeDistance:rt,index:!1,distance:Math.min(At,et),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:d.defaultLine,name:lt.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},b[ct]&&(dt.subplot=b[ct]._subplot),b._splomScenes&&b._splomScenes[lt.uid]&&(dt.scene=b._splomScenes[lt.uid]),\"array\"===ht){var a=e[ot];\"pointNumber\"in a?(dt.index=a.pointNumber,ht=\"closest\"):(ht=\"\",\"xval\"in a&&(ft=a.xval,ht=\"x\"),\"yval\"in a&&(pt=a.yval,ht=ht?\"closest\":\"y\"))}else void 0!==r&&void 0!==n?(ft=r,pt=n):(ft=nt[ut],pt=it[ut]);if(mt=gt.length,0!==et)if(lt._module&<._module.hoverPoints){var s=lt._module.hoverPoints(dt,ft,pt,ht,{finiteRange:!0,hoverLayer:b._hoverlayer,hoversubplots:w,gd:t});if(s)for(var l,c=0;c<s.length;c++)l=s[c],i(l.x0)&&i(l.y0)&>.push(N(l,S))}else o.log(\"Unrecognized trace type in hover:\",lt);if(\"closest\"===S&>.length>mt&&(gt.splice(0,mt),At=gt[0].distance),M&&0!==rt&&0===gt.length){dt.distance=rt,dt.index=!1;var u=lt._module.hoverPoints(dt,ft,pt,\"closest\",{hoverLayer:b._hoverlayer});if(u&&(u=u.filter((function(t){return t.spikeDistance<=rt}))),u&&u.length){var h,f=u.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(f.length){var p=f[0];i(p.x0)&&i(p.y0)&&(h=Et(p),(!vt.vLinePoint||vt.vLinePoint.spikeDistance>h.spikeDistance)&&(vt.vLinePoint=h))}var m=u.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(m.length){var g=m[0];i(g.x0)&&i(g.y0)&&(h=Et(g),(!vt.hLinePoint||vt.hLinePoint.spikeDistance>h.spikeDistance)&&(vt.hLinePoint=h))}}}}}function St(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)h&&h._id!==t[o].xa._id||p&&p._id!==t[o].ya._id||(n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n));return i}function Et(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}Mt();var Ct={fullLayout:b,container:b._hoverlayer,event:e},Lt=t._spikepoints,It={vLinePoint:vt.vLinePoint,hLinePoint:vt.hLinePoint};t._spikepoints=It;var Pt=function(){var t=gt.filter((function(t){return h&&h._id===t.xa._id&&p&&p._id===t.ya._id})),e=gt.filter((function(t){return!(h&&h._id===t.xa._id&&p&&p._id===t.ya._id)}));t.sort(P),e.sort(P),gt=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];v.traceIs(s.trace,\"bar-like\")||v.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(gt=t.concat(e),S)};Pt();var zt=S.charAt(0),Ot=(\"x\"===zt||\"y\"===zt)&>[0]&&I[gt[0].trace.type];if(M&&0!==rt&&0!==gt.length){var Dt=St(gt.filter((function(t){return t.ya.showspikes})),rt,Ot);vt.hLinePoint=Et(Dt);var Rt=St(gt.filter((function(t){return t.xa.showspikes})),rt,Ot);vt.vLinePoint=Et(Rt)}if(0===gt.length){var Ft=m.unhoverRaw(t,e);return!M||null===vt.hLinePoint&&null===vt.vLinePoint||U(Lt)&&j(t,vt,Ct),Ft}if(M&&U(Lt)&&j(t,vt,Ct),x.isXYhover(ht)&&0!==gt[0].length&&\"splom\"!==gt[0].trace.type){var Bt=gt[0],Nt=(gt=L[Bt.trace.type]?gt.filter((function(t){return t.trace.index===Bt.trace.index})):[Bt]).length;Mt(q(\"x\",Bt,b),q(\"y\",Bt,b));var jt,Ut=[],Vt={},qt=0,Ht=function(t){var e=L[t.trace.type]?z(t):t.trace.index;if(Vt[e]){var r=Vt[e]-1,n=Ut[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(Ut[r]=t)}else qt++,Vt[e]=qt,Ut.push(t)};for(jt=0;jt<Nt;jt++)Ht(gt[jt]);for(jt=gt.length-1;jt>Nt-1;jt--)Ht(gt[jt]);gt=Ut,Pt()}var Gt=t._hoverdata,Zt=[],Wt=H(t),Yt=G(t);for(at=0;at<gt.length;at++){var Xt=gt[at],$t=x.makeEventData(Xt,Xt.trace,Xt.cd);if(!1!==Xt.hovertemplate){var Jt=!1;Xt.cd[Xt.index]&&Xt.cd[Xt.index].ht&&(Jt=Xt.cd[Xt.index].ht),Xt.hovertemplate=Jt||Xt.trace.hovertemplate||!1}if(Xt.xa&&Xt.ya){var Kt=Xt.x0+Xt.xa._offset,Qt=Xt.x1+Xt.xa._offset,te=Xt.y0+Xt.ya._offset,ee=Xt.y1+Xt.ya._offset,re=Math.min(Kt,Qt),ne=Math.max(Kt,Qt),ie=Math.min(te,ee),ae=Math.max(te,ee);$t.bbox={x0:re+Yt,x1:ne+Yt,y0:ie+Wt,y1:ae+Wt}}Xt.eventData=[$t],Zt.push($t)}t._hoverdata=Zt;var oe=\"y\"===S&&(yt.length>1||gt.length>1)||\"closest\"===S&&xt&>.length>1,se=d.combine(b.plot_bgcolor||d.background,b.paper_bgcolor),le=D(gt,{gd:t,hovermode:S,rotateLabels:oe,bgColor:se,container:b._hoverlayer,outerContainer:b._paper.node(),commonLabelOpts:b.hoverlabel,hoverdistance:b.hoverdistance}),ce=le.hoverLabels;if(x.isUnifiedHover(S)||(function(t,e,r,n){var i,a,o,s,l,c,u,h=e?\"xa\":\"ya\",f=e?\"ya\":\"xa\",p=0,d=1,m=t.size(),g=new Array(m),y=0,v=n.minX,x=n.maxX,_=n.minY,b=n.maxY,w=function(t){return t*r._invScaleX},T=function(t){return t*r._invScaleY};function k(t){var e=t[0],r=t[t.length-1];if(a=e.pmin-e.pos-e.dp+e.size,o=r.pos+r.dp+r.size-e.pmax,a>.01){for(l=t.length-1;l>=0;l--)t[l].dp+=a;i=!1}if(!(o<.01)){if(a<-.01){for(l=t.length-1;l>=0;l--)t[l].dp-=o;i=!1}if(i){var n=0;for(s=0;s<t.length;s++)(c=t[s]).pos+c.dp+c.size>e.pmax&&n++;for(s=t.length-1;s>=0&&!(n<=0);s--)(c=t[s]).pos>e.pmax-1&&(c.del=!0,n--);for(s=0;s<t.length&&!(n<=0);s++)if((c=t[s]).pos<e.pmin+1)for(c.del=!0,n--,o=2*c.size,l=t.length-1;l>=0;l--)t[l].dp-=o;for(s=t.length-1;s>=0&&!(n<=0);s--)(c=t[s]).pos+c.dp+c.size>e.pmax&&(c.del=!0,n--)}}}for(t.each((function(t){var n=t[h],i=t[f],a=\"x\"===n._id.charAt(0),o=n.range;0===y&&o&&o[0]>o[1]!==a&&(d=-1);var s=0,l=a?r.width:r.height;if(\"x\"===r.hovermode||\"y\"===r.hovermode){var c,u,p=F(t,e),m=t.anchor,k=\"end\"===m?-1:1;if(\"middle\"===m)u=(c=t.crossPos+(a?T(p.y-t.by/2):w(t.bx/2+t.tx2width/2)))+(a?T(t.by):w(t.bx));else if(a)u=(c=t.crossPos+T(E+p.y)-T(t.by/2-E))+T(t.by);else{var M=w(k*E+p.x),S=M+w(k*t.bx);c=t.crossPos+Math.min(M,S),u=t.crossPos+Math.max(M,S)}a?void 0!==_&&void 0!==b&&Math.min(u,b)-Math.max(c,_)>1&&(\"left\"===i.side?(s=i._mainLinePosition,l=r.width):l=i._mainLinePosition):void 0!==v&&void 0!==x&&Math.min(u,x)-Math.max(c,v)>1&&(\"top\"===i.side?(s=i._mainLinePosition,l=r.height):l=i._mainLinePosition)}g[y++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(a?A:1)/2,pmin:s,pmax:l}]})),g.sort((function(t,e){return t[0].posref-e[0].posref||d*(e[0].traceIndex-t[0].traceIndex)}));!i&&p<=m;){for(p++,i=!0,s=0;s<g.length-1;){var M=g[s],S=g[s+1],C=M[M.length-1],L=S[0];if((a=C.pos+C.dp+C.size-L.pos-L.dp+L.size)>.01){for(l=S.length-1;l>=0;l--)S[l].dp+=a;for(M.push.apply(M,S),g.splice(s+1,1),u=0,l=M.length-1;l>=0;l--)u+=M[l].dp;for(o=u/M.length,l=M.length-1;l>=0;l--)M[l].dp-=o;i=!1}else s++}g.forEach(k)}for(s=g.length-1;s>=0;s--){var I=g[s];for(l=I.length-1;l>=0;l--){var P=I[l],z=P.datum;z.offset=P.dp,z.del=P.del}}}(ce,oe,b,le.commonLabelBoundingBox),B(ce,oe,b._invScaleX,b._invScaleY)),l&&l.tagName){var ue=v.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,Zt);f(n.select(l),ue?\"pointer\":\"\")}l&&!a&&function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Gt)&&(Gt&&t.emit(\"plotly_unhover\",{event:e,points:Gt}),t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:$,yaxes:J,xvals:nt,yvals:it}))}(t,e,r,a,l)}))},e.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=H(i),o=G(i),s=D(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,c=t.eventData;if(c){var u=Math.min(r,n),h=Math.max(r,n),f=Math.min(s,l),p=Math.max(s,l),m=t.trace;if(v.traceIs(m,\"gl3d\")){var g=i._fullLayout[m.scene]._scene.container,y=g.offsetLeft,x=g.offsetTop;u+=y,h+=y,f+=x,p+=x}c.bbox={x0:u+o,x1:h+o,y0:f+a,y1:p+a},e.inOut_bbox&&e.inOut_bbox.push(c.bbox)}else c=!1;return{color:t.color||d.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,fontWeight:t.fontWeight,fontStyle:t.fontStyle,fontVariant:t.fontVariant,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:c}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||d.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}).hoverLabels,l=0,c=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(c=t.offset)})).each((function(t){t.offset-=c})),B(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var O=/<extra>([\\s\\S]*)<\\/extra>/;function D(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,s=e.rotateLabels,u=e.bgColor,f=e.container,m=e.outerContainer,g=e.commonLabelOpts||{};if(0===t.length)return[[]];var y=e.fontFamily||_.HOVERFONT,k=e.fontSize||_.HOVERFONTSIZE,A=e.fontWeight||i.font.weight,M=e.fontStyle||i.font.style,S=e.fontVariant||i.font.variant,L=e.fontTextcase||i.font.textcase,I=e.fontLineposition||i.font.lineposition,P=e.fontShadow||i.font.shadow,O=t[0],D=O.xa,F=O.ya,B=a.charAt(0),N=B+\"Label\",j=O[N];if(void 0===j&&\"multicategory\"===D.type)for(var U=0;U<t.length&&void 0===(j=t[U][N]);U++);var V=Z(r,m),q=V.top,H=V.width,G=V.height,W=void 0!==j&&O.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(W){var Y,X,$=!0;for(Y=0;Y<t.length;Y++)if($&&void 0===t[Y].zLabel&&($=!1),X=t[Y].hoverinfo||t[Y].trace.hoverinfo){var J=Array.isArray(X)?X:X.split(\"+\");if(-1===J.indexOf(\"all\")&&-1===J.indexOf(a)){W=!1;break}}$&&(W=!1)}var K=f.selectAll(\"g.axistext\").data(W?[0]:[]);K.enter().append(\"g\").classed(\"axistext\",!0),K.exit().remove();var Q={minX:0,maxX:0,minY:0,maxY:0};if(K.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),s=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=g.bgcolor||d.defaultLine,u=g.bordercolor||d.contrast(c),f=d.contrast(c),m=g.font,v={weight:m.weight||A,style:m.style||M,variant:m.variant||S,textcase:m.textcase||L,lineposition:m.lineposition||I,shadow:m.shadow||P,family:m.family||y,size:m.size||k,color:m.color||f};e.style({fill:c,stroke:u}),s.text(j).call(p.font,v).call(h.positionText,0,0).call(h.convertToTspans,r),t.attr(\"transform\",\"\");var x,_,b=Z(r,s.node());if(\"x\"===a){var w=\"top\"===D.side?\"-\":\"\";s.attr(\"text-anchor\",\"middle\").call(h.positionText,0,\"top\"===D.side?q-b.bottom-E-C:q-b.top+E+C),x=D._offset+(O.x0+O.x1)/2,_=F._offset+(\"top\"===D.side?0:F._length);var T=b.width/2+C,z=x;x<T?z=T:x>i.width-T&&(z=i.width-T),e.attr(\"d\",\"M\"+(x-z)+\",0L\"+(x-z+E)+\",\"+w+E+\"H\"+T+\"v\"+w+(2*C+b.height)+\"H\"+-T+\"V\"+w+E+\"H\"+(x-z-E)+\"Z\"),x=z,Q.minX=x-T,Q.maxX=x+T,\"top\"===D.side?(Q.minY=_-(2*C+b.height),Q.maxY=_-C):(Q.minY=_+C,Q.maxY=_+(2*C+b.height))}else{var R,B,N;\"right\"===F.side?(R=\"start\",B=1,N=\"\",x=D._offset+D._length):(R=\"end\",B=-1,N=\"-\",x=D._offset),_=F._offset+(O.y0+O.y1)/2,s.attr(\"text-anchor\",R),e.attr(\"d\",\"M0,0L\"+N+E+\",\"+E+\"V\"+(C+b.height/2)+\"h\"+N+(2*C+b.width)+\"V-\"+(C+b.height/2)+\"H\"+N+E+\"V-\"+E+\"Z\"),Q.minY=_-(C+b.height/2),Q.maxY=_+(C+b.height/2),\"right\"===F.side?(Q.minX=x+E,Q.maxX=x+E+(2*C+b.width)):(Q.minX=x-E-(2*C+b.width),Q.maxX=x-E);var U,V=b.height/2,H=q-b.top-V,G=\"clip\"+i._uid+\"commonlabel\"+F._id;if(x<b.width+2*C+E){U=\"M-\"+(E+C)+\"-\"+V+\"h-\"+(b.width-C)+\"V\"+V+\"h\"+(b.width-C)+\"Z\";var W=b.width-x+C;h.positionText(s,W,H),\"end\"===R&&s.selectAll(\"tspan\").each((function(){var t=n.select(this),e=p.tester.append(\"text\").text(t.text()).call(p.font,v),i=Z(r,e.node());Math.round(i.width)<Math.round(b.width)&&t.attr(\"x\",W-i.width),e.remove()}))}else h.positionText(s,B*(C+E),H),U=null;var Y=i._topclips.selectAll(\"#\"+G).data(U?[0]:[]);Y.enter().append(\"clipPath\").attr(\"id\",G).append(\"path\"),Y.exit().remove(),Y.select(\"path\").attr(\"d\",U),p.setClipUrl(s,U?G:null,r)}t.attr(\"transform\",l(x,_))})),x.isUnifiedHover(a)){f.selectAll(\"g.hovertext\").remove();var tt=t.filter((function(t){return\"none\"!==t.hoverinfo}));if(0===tt.length)return[];var et=i.hoverlabel,rt=et.font,nt={showlegend:!0,legend:{title:{text:j,font:rt},font:rt,bgcolor:et.bgcolor,bordercolor:et.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},it={font:rt};b(nt,it,r._fullData);var at=it.legend;at.entries=[];for(var ot=0;ot<tt.length;ot++){var st=tt[ot];if(\"none\"!==st.hoverinfo){var lt=R(st,!0,a,i,j),ct=lt[0],ut=lt[1];st.name=ut,st.text=\"\"!==ut?ut+\" : \"+ct:ct;var ht=st.cd[st.index];ht&&(ht.mc&&(st.mc=ht.mc),ht.mcc&&(st.mc=ht.mcc),ht.mlc&&(st.mlc=ht.mlc),ht.mlcc&&(st.mlc=ht.mlcc),ht.mlw&&(st.mlw=ht.mlw),ht.mrc&&(st.mrc=ht.mrc),ht.dir&&(st.dir=ht.dir)),st._distinct=!0,at.entries.push([st])}}at.entries.sort((function(t,e){return t[0].trace.index-e[0].trace.index})),at.layer=f,at._inHover=!0,at._groupTitleFont=et.grouptitlefont,w(r,at);var 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0),-1===p.indexOf(\"name\")&&(t.name=void 0)),t}function j(t,e,r){var n,i,o=r.container,s=r.fullLayout,l=s._size,c=r.event,u=!!e.hLinePoint,h=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),h||u){var f=d.combine(s.plot_bgcolor,s.paper_bgcolor);if(u){var m,y,v=e.hLinePoint;n=v&&v.xa,\"cursor\"===(i=v&&v.ya).spikesnap?(m=c.pointerX,y=c.pointerY):(m=n._offset+v.x,y=i._offset+v.y);var x,_,b=a.readability(v.color,f)<1.5?d.contrast(f):v.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||b,A=g.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,_=m),-1!==w.indexOf(\"across\")){var 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n=r(80337),i=r(10229);t.exports={_isSubplotObj:!0,visible:{valType:\"boolean\",dflt:!0,editType:\"legend\"},bgcolor:{valType:\"color\",editType:\"legend\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"legend\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"legend\"},font:n({editType:\"legend\"}),grouptitlefont:n({editType:\"legend\"}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"v\",editType:\"legend\"},traceorder:{valType:\"flaglist\",flags:[\"reversed\",\"grouped\"],extras:[\"normal\"],editType:\"legend\"},tracegroupgap:{valType:\"number\",min:0,dflt:10,editType:\"legend\"},entrywidth:{valType:\"number\",min:0,editType:\"legend\"},entrywidthmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"pixels\",editType:\"legend\"},indentation:{valType:\"number\",min:-15,dflt:0,editType:\"legend\"},itemsizing:{valType:\"enumerated\",values:[\"trace\",\"constant\"],dflt:\"trace\",editType:\"legend\"},itemwidth:{valType:\"number\",min:30,dflt:30,editType:\"legend\"},itemclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggle\",editType:\"legend\"},itemdoubleclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggleothers\",editType:\"legend\"},groupclick:{valType:\"enumerated\",values:[\"toggleitem\",\"togglegroup\"],dflt:\"togglegroup\",editType:\"legend\"},x:{valType:\"number\",editType:\"legend\"},xref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"legend\"},y:{valType:\"number\",editType:\"legend\"},yref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"legend\"},uirevision:{valType:\"any\",editType:\"none\"},valign:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\",editType:\"legend\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"legend\"},font:n({editType:\"legend\"}),side:{valType:\"enumerated\",values:[\"top\",\"left\",\"top 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V,q=i.ensureSingle(N,\"g\",\"scrollbox\"),H=f.title;f._titleWidth=0,f._titleHeight=0,H.text?((V=i.ensureSingle(q,\"text\",w+\"titletext\")).attr(\"text-anchor\",\"start\").call(c.font,H.font).text(H.text),C(V,q,t,f,b)):q.selectAll(\".\"+w+\"titletext\").remove();var G=i.ensureSingle(N,\"rect\",\"scrollbar\",(function(t){t.attr(p.scrollBarEnterAttrs).call(u.fill,p.scrollBarColor)})),Z=q.selectAll(\"g.groups\").data(S);Z.enter().append(\"g\").attr(\"class\",\"groups\"),Z.exit().remove();var W=Z.selectAll(\"g.traces\").data(i.identity);W.enter().append(\"g\").attr(\"class\",\"traces\"),W.exit().remove(),W.style(\"opacity\",(function(t){var e=t[0].trace;return o.traceIs(e,\"pie-like\")?-1!==B.indexOf(t[0].label)?.5:1:\"legendonly\"===e.visible?.5:1})).each((function(){n.select(this).call(M,t,f)})).call(x,t,f).each((function(){T||n.select(this).call(E,t,w)})),i.syncOrAsync([a.previousPromises,function(){return function(t,e,r,i){var a=t._fullLayout,o=P(i);i||(i=a[o]);var 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P=S,z=E;S=k?i.constrain(S,0,d.width-f._width):P,E=M?i.constrain(E,0,d.height-f._effHeight):z,S!==P&&i.log(\"Constrain \"+w+\".x to make legend fit inside graph\"),E!==z&&i.log(\"Constrain \"+w+\".y to make legend fit inside graph\")}c.setTranslate(N,S,E)}if(G.on(\".drag\",null),N.on(\"wheel\",null),T||f._height<=f._maxHeight||t._context.staticPlot){var O=f._effHeight;T&&(O=f._height),U.attr({width:f._width-b,height:O-b,x:b/2,y:b/2}),c.setTranslate(q,0,0),j.select(\"rect\").attr({width:f._width-2*b,height:O-2*b,x:b,y:b}),c.setClipUrl(q,r,t),c.setRect(G,0,0,0,0),delete f._scrollY}else{var D,R,F,B=Math.max(p.scrollBarMinHeight,f._effHeight*f._effHeight/f._height),Z=f._effHeight-B-2*p.scrollBarMargin,W=f._height-f._effHeight,Y=Z/W,X=Math.min(f._scrollY||0,W);U.attr({width:f._width-2*b+p.scrollBarWidth+p.scrollBarMargin,height:f._effHeight-b,x:b/2,y:b/2}),j.select(\"rect\").attr({width:f._width-2*b+p.scrollBarWidth+p.scrollBarMargin,height:f._effHeight-2*b,x:b,y:b+X}),c.setClipUrl(q,r,t),K(X,B,Y),N.on(\"wheel\",(function(){K(X=i.constrain(f._scrollY+n.event.deltaY/Z*W,0,W),B,Y),0!==X&&X!==W&&n.event.preventDefault()}));var $=n.behavior.drag().on(\"dragstart\",(function(){var t=n.event.sourceEvent;D=\"touchstart\"===t.type?t.changedTouches[0].clientY:t.clientY,F=X})).on(\"drag\",(function(){var t=n.event.sourceEvent;2===t.buttons||t.ctrlKey||(R=\"touchmove\"===t.type?t.changedTouches[0].clientY:t.clientY,X=function(t,e,r){var n=(r-e)/Y+t;return i.constrain(n,0,W)}(F,D,R),K(X,B,Y))}));G.call($);var J=n.behavior.drag().on(\"dragstart\",(function(){var t=n.event.sourceEvent;\"touchstart\"===t.type&&(D=t.changedTouches[0].clientY,F=X)})).on(\"drag\",(function(){var t=n.event.sourceEvent;\"touchmove\"===t.type&&(R=t.changedTouches[0].clientY,X=function(t,e,r){var n=(e-r)/Y+t;return i.constrain(n,0,W)}(F,D,R),K(X,B,Y))}));q.call(J)}function K(e,r,n){f._scrollY=t._fullLayout[w]._scrollY=e,c.setTranslate(q,0,-e),c.setRect(G,f._width,p.scrollBarMargin+e*n,p.scrollBarWidth,r),j.select(\"rect\").attr(\"y\",b+e)}t._context.edits.legendPosition&&(N.classed(\"cursor-move\",!0),l.init({element:N.node(),gd:t,prepFn:function(t){if(t.target!==G.node()){var e=c.getTranslate(N);v=e.x,x=e.y}},moveFn:function(t,r){if(void 0!==v&&void 0!==x){var n=v+t,i=x+r;c.setTranslate(N,n,i),e=l.align(n,f._width,_.l,_.l+_.w,f.xanchor),u=l.align(i+f._height,-f._height,_.t+_.h,_.t,f.yanchor)}},doneFn:function(){if(void 0!==e&&void 0!==u){var r={};r[w+\".x\"]=e,r[w+\".y\"]=u,o.call(\"_guiRelayout\",t,r)}},clickFn:function(e,r){var n=s.selectAll(\"g.traces\").filter((function(){var t=this.getBoundingClientRect();return r.clientX>=t.left&&r.clientX<=t.right&&r.clientY>=t.top&&r.clientY<=t.bottom}));n.size()>0&&A(t,N,n,e,r)}}))}],t)}}function k(t,e,r){var n=t[0],i=n.width,a=e.entrywidthmode,o=n.trace.legendwidth||e.entrywidth;return\"fraction\"===a?e._maxWidth*o:r+(o||i)}function A(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label);var c=s.triggerHandler(t,\"plotly_legendclick\",l);if(1===n){if(!1===c)return;e._clickTimeout=setTimeout((function(){t._fullLayout&&f(r,t,n)}),t._context.doubleClickDelay)}else 2===n&&(e._clickTimeout&&clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,\"plotly_legenddoubleclick\",l)&&!1!==c&&f(r,t,n))}function M(t,e,r){var n,a,s=P(r),l=t.data()[0][0],u=l.trace,f=o.traceIs(u,\"pie-like\"),d=!r._inHover&&e._context.edits.legendText&&!f,m=r._maxNameLength;l.groupTitle?(n=l.groupTitle.text,a=l.groupTitle.font):(a=r.font,r.entries?n=l.text:(n=f?l.label:u.name,u._meta&&(n=i.templateString(n,u._meta))));var g=i.ensureSingle(t,\"text\",s+\"text\");g.attr(\"text-anchor\",\"start\").call(c.font,a).text(d?S(n,m):n);var y=r.indentation+r.itemwidth+2*p.itemGap;h.positionText(g,y,0),d?g.call(h.makeEditable,{gd:e,text:n}).call(C,t,e,r).on(\"edit\",(function(n){this.text(S(n,m)).call(C,t,e,r);var a=l.trace._fullInput||{},s={};if(o.hasTransform(a,\"groupby\")){var c=o.getTransformIndices(a,\"groupby\"),h=c[c.length-1],f=i.keyedContainer(a,\"transforms[\"+h+\"].styles\",\"target\",\"value.name\");f.set(l.trace._group,n),s=f.constructUpdate()}else 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a=t.select(\"g[class*=math-group]\"),o=a.node(),s=P(r);r||(r=e._fullLayout[s]);var l,u,f=r.borderwidth,d=(n===b?r.title.font:i.groupTitle?i.groupTitle.font:r.font).size*m;if(o){var g=c.bBox(o);l=g.height,u=g.width,n===b?c.setTranslate(a,f,f+.75*l):c.setTranslate(a,0,.25*l)}else{var y=\".\"+s+(n===b?\"title\":\"\")+\"text\",v=t.select(y),x=h.lineCount(v),_=v.node();if(l=d*x,u=_?c.bBox(_).width:0,n===b)\"left\"===r.title.side&&(u+=2*p.itemGap),h.positionText(v,f+p.titlePad,f+d);else{var w=2*p.itemGap+r.indentation+r.itemwidth;i.groupTitle&&(w=p.itemGap,u-=r.indentation+r.itemwidth),h.positionText(v,w,-d*((x-1)/2-.3))}}n===b?(r._titleWidth=u,r._titleHeight=l):(i.lineHeight=d,i.height=Math.max(l,16)+3,i.width=u)}else t.remove()}(e,r,n,i)}))}function L(t){return i.isRightAnchor(t)?\"right\":i.isCenterAnchor(t)?\"center\":\"left\"}function I(t){return i.isBottomAnchor(t)?\"bottom\":i.isMiddleAnchor(t)?\"middle\":\"top\"}function P(t){return t._id||\"legend\"}t.exports=function(t,e){if(e)T(t,e);else{var r=t._fullLayout,i=r._legends;r._infolayer.selectAll('[class^=\"legend\"]').each((function(){var t=n.select(this),e=t.attr(\"class\").split(\" \")[0];e.match(w)&&-1===i.indexOf(e)&&t.remove()}));for(var a=0;a<i.length;a++){var o=i[a];T(t,t._fullLayout[o])}}}},851:function(t,e,r){\"use strict\";var n=r(33626),i=r(57599);t.exports=function(t,e,r){var a,o,s=e._inHover,l=i.isGrouped(e),c=i.isReversed(e),u={},h=[],f=!1,p={},d=0,m=0;function g(t,n,a){if(!1!==e.visible&&(!r||t===e._id))if(\"\"!==n&&i.isGrouped(e))-1===h.indexOf(n)?(h.push(n),f=!0,u[n]=[a]):u[n].push(a);else{var o=\"~~i\"+d;h.push(o),u[o]=[a],d++}}for(a=0;a<t.length;a++){var y=t[a],v=y[0],x=v.trace,_=x.legend,b=x.legendgroup;if(s||x.visible&&x.showlegend)if(n.traceIs(x,\"pie-like\"))for(p[b]||(p[b]={}),o=0;o<y.length;o++){var w=y[o].label;p[b][w]||(g(_,b,{label:w,color:y[o].color,i:y[o].i,trace:x,pts:y[o].pts}),p[b][w]=!0,m=Math.max(m,(w||\"\").length))}else g(_,b,v),m=Math.max(m,(x.name||\"\").length)}if(!h.length)return[];var T=!f||!l,k=[];for(a=0;a<h.length;a++){var A=u[h[a]];T?k.push(A[0]):k.push(A)}for(T&&(k=[k]),a=0;a<k.length;a++){var M=1/0;for(o=0;o<k[a].length;o++){var S=k[a][o].trace.legendrank;M>S&&(M=S)}k[a][0]._groupMinRank=M,k[a][0]._preGroupSort=a}var E=function(t,e){return t.trace.legendrank-e.trace.legendrank||t._preSort-e._preSort};for(k.forEach((function(t,e){t[0]._preGroupSort=e})),k.sort((function(t,e){return t[0]._groupMinRank-e[0]._groupMinRank||t[0]._preGroupSort-e[0]._preGroupSort})),a=0;a<k.length;a++){k[a].forEach((function(t,e){t._preSort=e})),k[a].sort(E);var C=k[a][0].trace,L=null;for(o=0;o<k[a].length;o++){var I=k[a][o].trace.legendgrouptitle;if(I&&I.text){L=I,s&&(I.font=e._groupTitleFont);break}}if(c&&k[a].reverse(),L){var P=!1;for(o=0;o<k[a].length;o++)if(n.traceIs(k[a][o].trace,\"pie-like\")){P=!0;break}k[a].unshift({i:-1,groupTitle:L,noClick:P,trace:{showlegend:C.showlegend,legendgroup:C.legendgroup,visible:\"toggleitem\"===e.groupclick||C.visible}})}for(o=0;o<k[a].length;o++)k[a][o]=[k[a][o]]}return e._lgroupsLength=k.length,e._maxNameLength=m,k}},22165:function(t,e,r){\"use strict\";var n=r(33626),i=r(34809),a=i.pushUnique,o=!0;t.exports=function(t,e,r){var s=e._fullLayout;if(!e._dragged&&!e._editing){var l,c=s.legend.itemclick,u=s.legend.itemdoubleclick,h=s.legend.groupclick;if(1===r&&\"toggle\"===c&&\"toggleothers\"===u&&o&&e.data&&e._context.showTips?(i.notifier(i._(e,\"Double-click on legend to isolate one trace\"),\"long\"),o=!1):o=!1,1===r?l=c:2===r&&(l=u),l){var f=\"togglegroup\"===h,p=s.hiddenlabels?s.hiddenlabels.slice():[],d=t.data()[0][0];if(!d.groupTitle||!d.noClick){var m=e._fullData,g=(s.shapes||[]).filter((function(t){return 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r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),h(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),b(t,\"geo\"),b(t,\"mapbox\"),b(t,\"map\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){b(t,\"mapbox\")}},u.resetViewMap={name:\"resetViewMap\",_cat:\"resetView\",title:function(t){return c(t,\"Reset 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n=r(5832),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),t.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},17683:function(t,e,r){\"use strict\";var n=r(34809),i=r(78766),a=r(78032),o=r(50308);t.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var c=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(c,.3)),l(\"activecolor\",i.addOpacity(c,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},95433:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:r(50308),supplyLayoutDefaults:r(17683),manage:r(75442)}},75442:function(t,e,r){\"use strict\";var n=r(5975),i=r(64726),a=r(33626),o=r(36040).isUnifiedHover,s=r(85393),l=r(5832),c=r(87632).DRAW_MODES,u=r(34809).extendDeep;t.exports=function(t){var e=t._fullLayout,r=t._context,h=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var f,p=r.modeBarButtons;f=Array.isArray(p)&&p.length?function(t){for(var e=u([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" 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e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),E=o(e.hovermode),C=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,c=0;c<d.length;c++){var u=d[c].toLowerCase();if(u===a||u===o){s=!0;break}}s||e.push(l[n])}C.push(e)}}var I=[\"toImage\"];s.showEditInChartStudio?I.push(\"editInChartStudio\"):s.showSendToCloud&&I.push(\"sendDataToCloud\"),L(I);var P=[],z=[],O=[],D=[];(m||_||v||x||b)+y+g+w+T+k+A>1?(z=[\"toggleHover\"],O=[\"resetViews\"]):y?(P=[\"zoomInGeo\",\"zoomOutGeo\"],z=[\"hoverClosestGeo\"],O=[\"resetGeo\"]):g?(z=[\"hoverClosest3d\"],O=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],z=[\"toggleHover\"],O=[\"resetViewMapbox\"]):T?(P=[\"zoomInMap\",\"zoomOutMap\"],z=[\"toggleHover\"],O=[\"resetViewMap\"]):_?z=[\"hoverClosestGl2d\"]:v?z=[\"hoverClosestPie\"]:M?(z=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],O=[\"resetViewSankey\"]):z=[\"toggleHover\"],m&&z.push(\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"),(function(t){for(var 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w=\"top\";l.isBottomAnchor(r)&&(_-=f,w=\"bottom\"),l.isMiddleAnchor(r)&&(_-=f/2,w=\"middle\"),h=Math.ceil(h),f=Math.ceil(f),x=Math.round(x),_=Math.round(_),a.autoMargin(t,i+\"-range-selector\",{x:r.x,y:r.y,l:h*d[b],r:h*m[b],b:f*m[w],t:f*d[w]}),o.attr(\"transform\",c(x,_))}(t,f,h,o._name,r)}))}},16383:function(t,e,r){\"use strict\";var n=r(50936),i=r(34809).titleCase;t.exports=function(t,e){var r=t._name,a={};if(\"all\"===e.step)a[r+\".autorange\"]=!0;else{var o=function(t,e){var r,a=t.range,o=new Date(t.r2l(a[1])),s=e.step,l=n[\"utc\"+i(s)],c=e.count;switch(e.stepmode){case\"backward\":r=t.l2r(+l.offset(o,-c));break;case\"todate\":var u=l.offset(o,-c);r=t.l2r(+l.ceil(u))}return[r,a[1]]}(t,e);a[r+\".range[0]\"]=o[0],a[r+\".range[1]\"]=o[1]}return a}},44453:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"rangeselector\",schema:{subplots:{xaxis:{rangeselector:r(91032)}}},layoutAttributes:r(91032),handleDefaults:r(86255),draw:r(45431)}},63608:function(t,e,r){\"use 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n=r(34809),i=r(78032),a=r(5975),o=r(63608),s=r(66249);t.exports=function(t,e,r){var l=t[r],c=e[r];if(l.rangeslider||e._requestRangeslider[c._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var u,h,f=l.rangeslider,p=i.newContainer(c,\"rangeslider\");if(b(\"visible\")){b(\"bgcolor\",e.plot_bgcolor),b(\"bordercolor\"),b(\"borderwidth\"),b(\"thickness\"),b(\"autorange\",!c.isValidRange(f.range)),b(\"range\");var d=e._subplots;if(d)for(var m=d.cartesian.filter((function(t){return t.substr(0,t.indexOf(\"y\"))===a.name2id(r)})).map((function(t){return t.substr(t.indexOf(\"y\"),t.length)})),g=n.simpleMap(m,a.id2name),y=0;y<g.length;y++){var v=g[y];u=f[v]||{},h=i.newContainer(p,v,\"yaxis\");var x,_=e[v];u.range&&_.isValidRange(u.range)&&(x=\"fixed\"),\"match\"!==w(\"rangemode\",x)&&w(\"range\",_.range.slice())}p._input=f}}function b(t,e){return n.coerce(f,p,o,t,e)}function w(t,e){return n.coerce(u,h,s,t,e)}}},88887:function(t,e,r){\"use strict\";var 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b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,\"rect\",m.slideBoxClassName,(function(t){t.attr({y:0,cursor:m.slideBoxCursor,\"shape-rendering\":\"crispEdges\"})})).attr({height:n._height,fill:m.slideBoxFill})}function w(t,e,r,n){var i=o.ensureSingle(t,\"g\",m.grabberMinClassName),a=o.ensureSingle(t,\"g\",m.grabberMaxClassName),s={x:0,width:m.handleWidth,rx:m.handleRadius,fill:c.background,stroke:c.defaultLine,\"stroke-width\":m.handleStrokeWidth,\"shape-rendering\":\"crispEdges\"},l={y:Math.round(n._height/4),height:Math.round(n._height/2)};o.ensureSingle(i,\"rect\",m.handleMinClassName,(function(t){t.attr(s)})).attr(l),o.ensureSingle(a,\"rect\",m.handleMaxClassName,(function(t){t.attr(s)})).attr(l);var u={width:m.grabAreaWidth,x:0,y:0,fill:m.grabAreaFill,cursor:e._context.staticPlot?void 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T,k=o.simpleMap(l.range,r.r2l),A=o.simpleMap(r.range,r.r2l);T=A[0]<A[1]?[Math.min(k[0],A[0]),Math.max(k[1],A[1])]:[Math.max(k[0],A[0]),Math.min(k[1],A[1])],l.range=l._input.range=o.simpleMap(T,r.l2r)}r.cleanRange(\"rangeslider.range\");var M=e._size,S=r.domain;l._width=M.w*(S[1]-S[0]);var E=Math.round(M.l+M.w*S[0]),C=Math.round(M.t+M.h*(1-r._counterDomainMin)+(\"bottom\"===r.side?r._depth:0)+l._offsetShift+m.extraPad);a.attr(\"transform\",s(E,C)),l._rl=o.simpleMap(l.range,r.r2l);var L=l._rl[0],I=l._rl[1],P=I-L;if(l.p2d=function(t){return t/l._width*P+L},l.d2p=function(t){return(t-L)/P*l._width},r.rangebreaks){var z=r.locateBreaks(L,I);if(z.length){var O,D,R=0;for(O=0;O<z.length;O++)R+=(D=z[O]).max-D.min;var F=l._width/(I-L-R),B=[-F*L];for(O=0;O<z.length;O++)D=z[O],B.push(B[B.length-1]-F*(D.max-D.min));for(l.d2p=function(t){for(var e=B[0],r=0;r<z.length;r++){var n=z[r];if(t>=n.max)e=B[r+1];else if(t<n.min)break}return 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r=t._fullLayout,n=e[s],l=e._id.charAt(0),c=0,u=0;return\"bottom\"===e.side&&(c=e._depth,e.title.text!==r._dfltTitle[l]&&(u=1.5*e.title.font.size+10+n._offsetShift,u+=(e.title.text.match(i.BR_TAG_ALL)||[]).length*e.title.font.size*o)),{x:0,y:e._counterDomainMin,l:0,r:0,t:0,b:n._height+c+Math.max(r.margin.b,u),pad:a.extraPad+2*n._offsetShift}}},55429:function(t,e,r){\"use strict\";var n=r(34809),i=r(63608),a=r(66249),o=r(80400);t.exports={moduleType:\"component\",name:\"rangeslider\",schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:r(63608),handleDefaults:r(41295),calcAutorange:r(46223),draw:r(88887),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},66249:function(t){\"use 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w=f(t)&&t._fullLayout._activeSelectionIndex===e;w&&(v=t._fullLayout.activeselection.fillcolor,y=t._fullLayout.activeselection.opacity);for(var T=[],k=1;k>=0;k--){var A=r.append(\"path\").attr(g).style(\"opacity\",k?.1:y).call(o.stroke,x).call(o.fill,v).call(s.dashLine,k?\"solid\":b,k?4+_:_);if(d(A,t,a),w){var M=l(t.layout,\"selections\",a);A.style({cursor:\"move\"});var S={element:A.node(),plotinfo:p,gd:t,editHelpers:M,isActiveSelection:!0},E=n(c,t);i(E,A,S)}else A.style(\"pointer-events\",k?\"all\":\"none\");T[k]=A}var C=T[0];T[1].node().addEventListener(\"click\",(function(){return function(t,e){if(f(t)){var r=+e.node().getAttribute(\"data-index\");if(r>=0){if(r===t._fullLayout._activeSelectionIndex)return void m(t);t._fullLayout._activeSelectionIndex=r,t._fullLayout._deactivateSelection=m,h(t)}}}(t,C)}))}(t._fullLayout._selectionLayer)}function d(t,e,r){var n=r.xref+r.yref;s.setClipUrl(t,\"clip\"+e._fullLayout._uid+n,e)}function m(t){f(t)&&t._fullLayout._activeSelectionIndex>=0&&(a(t),delete t._fullLayout._activeSelectionIndex,h(t))}t.exports={draw:h,drawOne:p,activateLastSelection:function(t){if(f(t)){var e=t._fullLayout.selections.length-1;t._fullLayout._activeSelectionIndex=e,t._fullLayout._deactivateSelection=m,h(t)}}}},52307:function(t,e,r){\"use strict\";var n=r(94850).T,i=r(93049).extendFlat;t.exports={newselection:{mode:{valType:\"enumerated\",values:[\"immediate\",\"gradual\"],dflt:\"immediate\",editType:\"none\"},line:{color:{valType:\"color\",editType:\"none\"},width:{valType:\"number\",min:1,dflt:1,editType:\"none\"},dash:i({},n,{dflt:\"dot\",editType:\"none\"}),editType:\"none\"},editType:\"none\"},activeselection:{fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"none\"},editType:\"none\"}}},43028:function(t){\"use 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v,x=o(a,c,h,d),_={xref:f._id,yref:p._id,opacity:u.opacity,line:{color:u.line.color,width:u.line.width,dash:u.line.dash}};1===x.length&&(v=x[0]),v&&5===v.length&&\"select\"===m?(_.type=\"rect\",_.x0=v[0][1],_.y0=v[0][2],_.x1=v[2][1],_.y1=v[2][2]):(_.type=\"path\",f&&p&&l(x,f,p),_.path=s(x),v=null),i(c);for(var b=e.editHelpers,w=(b||{}).modifyItem,T=[],k=0;k<g.length;k++){var A=c._fullLayout.selections[k];if(A){if(T[k]=A._input,void 0!==d&&k===c._fullLayout._activeSelectionIndex){var M=_;switch(A.type){case\"rect\":w(\"x0\",M.x0),w(\"x1\",M.x1),w(\"y0\",M.y0),w(\"y1\",M.y1);break;case\"path\":w(\"path\",M.path)}}}else T[k]=A}return void 0===d?(T.push(_),T):b?b.getUpdateObj():{}}}}},49801:function(t,e,r){\"use strict\";var n=r(34809).strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}t.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},44844:function(t,e,r){\"use strict\";var n=r(7028),i=r(88666);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(4327),supplyLayoutDefaults:r(2272),supplyDrawNewSelectionDefaults:r(43028),includeBasePlot:r(20706)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},88666:function(t,e,r){\"use strict\";var 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p=2*f*Math.PI/a;h.push([s+c*Math.cos(p),l+u*Math.sin(p)])}return h},e.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,c=((r-=s)+i)/2;return{x0:l-(a*=o),y0:c-(s*=o),x1:l+a,y1:c+s}},e.fixDatesForPaths=function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"));return t}},87562:function(t,e,r){\"use strict\";var n=r(70414),i=n.drawMode,a=n.openMode,o=r(93391),s=o.i000,l=o.i090,c=o.i180,u=o.i270,h=o.cos45,f=o.sin45,p=r(49801),d=p.p2r,m=p.r2p,g=r(78534).clearOutline,y=r(81055),v=y.readPaths,x=y.writePaths,_=y.ellipseOver,b=y.fixDatesForPaths;function w(t,e,r){var n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=v(p,o,y,w),C={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(C.fillcolor=g.fillcolor,C.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)C.type=\"rect\",C.x0=n[0][1],C.y0=n[0][2],C.x1=n[2][1],C.y1=n[2][2];else if(n&&\"drawline\"===r)C.type=\"line\",C.x0=n[0][1],C.y0=n[0][2],C.x1=n[1][1],C.y1=n[1][2];else if(n&&\"drawcircle\"===r){C.type=\"circle\";var L=n[s][1],I=n[l][1],P=n[c][1],z=n[u][1],O=n[s][2],D=n[l][2],R=n[c][2],F=n[u][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(L=m(y.xaxis,L),I=m(y.xaxis,I),P=m(y.xaxis,P),z=m(y.xaxis,z)),N&&(O=m(y.yaxis,O),D=m(y.yaxis,D),R=m(y.yaxis,R),F=m(y.yaxis,F));var j=(I+z)/2,U=(O+R)/2,V=_({x0:j,y0:U,x1:j+(z-I+P-L)/2*h,y1:U+(F-D+R-O)/2*f});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),C.x0=V.x0,C.y0=V.y0,C.x1=V.x1,C.y1=V.y1}else C.type=\"path\",T&&k&&b(E,T,k),C.path=x(E),n=null;return C}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var c=w(t,e,a);g(r);for(var u=e.editHelpers,h=(u||{}).modifyItem,f=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(f[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var m=c;switch(d.type){case\"line\":case\"rect\":case\"circle\":h(\"x0\",m.x0-(d.x0shift||0)),h(\"x1\",m.x1-(d.x1shift||0)),h(\"y0\",m.y0-(d.y0shift||0)),h(\"y1\",m.y1-(d.y1shift||0));break;case\"path\":h(\"path\",m.path)}}}return void 0===n?(f.push(c),f):u?u.getUpdateObj():{}}},createShapeObj:w}},78534:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},49728:function(t,e,r){\"use strict\";var n=r(2956),i=r(34809),a=r(29714);function o(t,e){var r=0;return(e=e||0)&&t&&(\"category\"===t.type||\"multicategory\"===t.type)&&(r=(t.r2p(1)-t.r2p(0))*e),r}e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return t}},e.shapePositionToRange=function(t){return\"log\"===t.type?t.d2r:function(t){return t}},e.decodeDate=function(t){return function(e){return e.replace&&(e=e.replace(\"_\",\" \")),t(e)}},e.encodeDate=function(t){return function(e){return t(e).replace(\" \",\"_\")}},e.extractPathCoords=function(t,e,r){var a=[];return t.match(n.segmentRE).forEach((function(t){var o=e[t.charAt(0)].drawn;if(void 0!==o){var s=t.substr(1).match(n.paramRE);if(s&&!(s.length<o)){var l=s[o],c=r?l:i.cleanNumber(l);a.push(c)}}})),a},e.getDataToPixel=function(t,r,n,i,a){var s,l=t._fullLayout._size;if(r)if(\"domain\"===a)s=function(t){return r._length*(i?1-t:t)+r._offset};else{var c=e.shapePositionToRange(r);s=function(t){var e=o(r,n);return r._offset+r.r2p(c(t,!0))+e},\"date\"===r.type&&(s=e.decodeDate(s))}else s=i?function(t){return l.t+l.h*(1-t)}:function(t){return l.l+l.w*t};return s},e.getPixelToData=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){var e=(t-r._offset)/r._length;return n?1-e:e};else{var s=e.rangeToShapePosition(r);a=function(t){return s(r.p2r(t-r._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},e.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},e.makeShapesOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}},e.makeSelectionsOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.selections[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),{options:r,plotinfo:n}},e.getPathString=function(t,r){var s,l,c,u,h,f,p,d,m=r.type,g=a.getRefType(r.xref),y=a.getRefType(r.yref),v=a.getFromId(t,r.xref),x=a.getFromId(t,r.yref),_=t._fullLayout._size,b=o(v,r.x0shift),w=o(v,r.x1shift),T=o(x,r.y0shift),k=o(x,r.y1shift);if(v?\"domain\"===g?l=function(t){return v._offset+v._length*t}:(s=e.shapePositionToRange(v),l=function(t){return v._offset+v.r2p(s(t,!0))}):l=function(t){return _.l+_.w*t},x?\"domain\"===y?u=function(t){return x._offset+x._length*(1-t)}:(c=e.shapePositionToRange(x),u=function(t){return x._offset+x.r2p(c(t,!0))}):u=function(t){return _.t+_.h*(1-t)},\"path\"===m)return v&&\"date\"===v.type&&(l=e.decodeDate(l)),x&&\"date\"===x.type&&(u=e.decodeDate(u)),function(t,e,r){var a=t.path,o=t.xsizemode,s=t.ysizemode,l=t.xanchor,c=t.yanchor;return a.replace(n.segmentRE,(function(t){var a=0,u=t.charAt(0),h=n.paramIsX[u],f=n.paramIsY[u],p=n.numParams[u],d=t.substr(1).replace(n.paramRE,(function(t){return h[a]?t=\"pixel\"===o?e(l)+Number(t):e(t):f[a]&&(t=\"pixel\"===s?r(c)-Number(t):r(t)),++a>p&&(t=\"X\"),t}));return a>p&&(d=d.replace(/[\\s,]*X.*/,\"\"),i.log(\"Ignoring extra params in segment \"+t)),u+d}))}(r,l,u);if(\"pixel\"===r.xsizemode){var A=l(r.xanchor);h=A+r.x0+b,f=A+r.x1+w}else h=l(r.x0)+b,f=l(r.x1)+w;if(\"pixel\"===r.ysizemode){var M=u(r.yanchor);p=M-r.y0+T,d=M-r.y1+k}else p=u(r.y0)+T,d=u(r.y1)+k;if(\"line\"===m)return\"M\"+h+\",\"+p+\"L\"+f+\",\"+d;if(\"rect\"===m)return\"M\"+h+\",\"+p+\"H\"+f+\"V\"+d+\"H\"+h+\"Z\";var S=(h+f)/2,E=(p+d)/2,C=Math.abs(S-h),L=Math.abs(E-p),I=\"A\"+C+\",\"+L,P=S+C+\",\"+E;return\"M\"+P+I+\" 0 1,1 \"+S+\",\"+(E-L)+I+\" 0 0,1 \"+P+\"Z\"}},43701:function(t,e,r){\"use strict\";var n=r(28231);t.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:r(43144),supplyLayoutDefaults:r(74367),supplyDrawNewShapeDefaults:r(85522),includeBasePlot:r(20706)(\"shapes\"),calcAutorange:r(44959),draw:n.draw,drawOne:n.drawOne}},41235:function(t){\"use strict\";function e(t,e){return e?e.d2l(t):t}function r(t,e){return e?e.l2d(t):t}function n(t){return t.x0shift||0}function i(t){return t.x1shift||0}function a(t){return t.y0shift||0}function o(t){return t.y1shift||0}function s(t,r){return e(t.x1,r)+i(t)-e(t.x0,r)-n(t)}function l(t,r,n){return e(t.y1,n)+o(t)-e(t.y0,n)-a(t)}t.exports={x0:function(t){return t.x0},x1:function(t){return t.x1},y0:function(t){return t.y0},y1:function(t){return t.y1},slope:function(t,e,r){return\"line\"!==t.type?void 0:l(t,0,r)/s(t,e)},dx:s,dy:l,width:function(t,e){return Math.abs(s(t,e))},height:function(t,e,r){return Math.abs(l(t,0,r))},length:function(t,e,r){return\"line\"!==t.type?void 0:Math.sqrt(Math.pow(s(t,e),2)+Math.pow(l(t,0,r),2))},xcenter:function(t,a){return r((e(t.x1,a)+i(t)+e(t.x0,a)+n(t))/2,a)},ycenter:function(t,n,i){return r((e(t.y1,i)+o(t)+e(t.y0,i)+a(t))/2,i)}}},8606:function(t,e,r){\"use strict\";var n=r(80337),i=r(57891),a=r(93049).extendDeepAll,o=r(13582).overrideAll,s=r(49722),l=r(78032).templatedArray,c=r(64194),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});t.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},64194:function(t){\"use strict\";t.exports={name:\"sliders\",containerClassName:\"slider-container\",groupClassName:\"slider-group\",inputAreaClass:\"slider-input-area\",railRectClass:\"slider-rail-rect\",railTouchRectClass:\"slider-rail-touch-rect\",gripRectClass:\"slider-grip-rect\",tickRectClass:\"slider-tick-rect\",inputProxyClass:\"slider-input-proxy\",labelsClass:\"slider-labels\",labelGroupClass:\"slider-label-group\",labelClass:\"slider-label\",currentValueClass:\"slider-current-value\",railHeight:5,menuIndexAttrName:\"slider-active-index\",autoMarginIdRoot:\"slider-\",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:\"#bec8d9\",railBgColor:\"#f8fafc\",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:\"#bec8d9\",gripBgColor:\"#f6f8fa\",gripBgActiveColor:\"#dbdde0\",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:\"#333\",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:\"#333\",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},74537:function(t,e,r){\"use 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n.coerce(t,e,s,r,i)}if(\"skip\"===t.method||Array.isArray(t.args)?r(\"visible\"):e.visible=!1){r(\"method\"),r(\"args\");var i=r(\"label\",\"step-\"+e._index);r(\"value\",i),r(\"execute\")}}t.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},44097:function(t,e,r){\"use strict\";var n=r(45568),i=r(44122),a=r(78766),o=r(62203),s=r(34809),l=s.strTranslate,c=r(30635),u=r(78032).arrayEditor,h=r(64194),f=r(4530),p=f.LINE_SPACING,d=f.FROM_TL,m=f.FROM_BR;function g(t){return h.autoMarginIdRoot+t._index}function y(t){return t._index}function v(t,e){var r=o.tester.selectAll(\"g.\"+h.labelGroupClass).data(e._visibleSteps);r.enter().append(\"g\").classed(h.labelGroupClass,!0);var a=0,l=0;r.each((function(t){var r=b(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);l=Math.max(l,i.height),a=Math.max(a,i.width)}})),r.remove();var u=e._dims={};u.inputAreaWidth=Math.max(h.railWidth,h.gripHeight);var f=t._fullLayout._size;u.lx=f.l+f.w*e.x,u.ly=f.t+f.h*(1-e.y),\"fraction\"===e.lenmode?u.outerLength=Math.round(f.w*e.len):u.outerLength=e.len,u.inputAreaStart=0,u.inputAreaLength=Math.round(u.outerLength-e.pad.l-e.pad.r);var p=(u.inputAreaLength-2*h.stepInset)/(e._stepCount-1),y=a+h.labelPadding;if(u.labelStride=Math.max(1,Math.ceil(y/p)),u.labelHeight=l,u.currentValueMaxWidth=0,u.currentValueHeight=0,u.currentValueTotalHeight=0,u.currentValueMaxLines=1,e.currentvalue.visible){var v=o.tester.append(\"g\");r.each((function(t){var r=x(v,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=c.lineCount(r);u.currentValueMaxWidth=Math.max(u.currentValueMaxWidth,Math.ceil(n.width)),u.currentValueHeight=Math.max(u.currentValueHeight,Math.ceil(n.height)),u.currentValueMaxLines=Math.max(u.currentValueMaxLines,i)})),u.currentValueTotalHeight=u.currentValueHeight+e.currentvalue.offset,v.remove()}u.height=u.currentValueTotalHeight+h.tickOffset+e.ticklen+h.labelOffset+u.labelHeight+e.pad.t+e.pad.b;var _=\"left\";s.isRightAnchor(e)&&(u.lx-=u.outerLength,_=\"right\"),s.isCenterAnchor(e)&&(u.lx-=u.outerLength/2,_=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(u.ly-=u.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(u.ly-=u.height/2,w=\"middle\"),u.outerLength=Math.ceil(u.outerLength),u.height=Math.ceil(u.height),u.lx=Math.round(u.lx),u.ly=Math.round(u.ly);var T={y:e.y,b:u.height*m[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[_],T.r=0,T.xr=e.x+e.len*m[_]):(T.x=e.x,T.l=u.outerLength*d[_],T.r=u.outerLength*m[_]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-h.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=h.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",h.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var f=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(f=s.templateString(f,d)),u+=f}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var m=c.lineCount(l),g=(a.currentValueMaxLines+1-m)*e.currentvalue.font.size*p;return c.positionText(l,n,g),l}}function _(t,e,r){s.ensureSingle(t,\"rect\",h.gripRectClass,(function(n){n.call(A,e,t,r).style(\"pointer-events\",\"all\")})).attr({width:h.gripWidth,height:h.gripHeight,rx:h.gripRadius,ry:h.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(\"stroke-width\",r.borderwidth+\"px\")}function b(t,e,r){var n=s.ensureSingle(t,\"text\",h.labelClass,(function(t){t.attr({\"text-anchor\":\"middle\",\"data-notex\":1})})),i=e.step.label,a=r._gd._fullLayout._meta;return a&&(i=s.templateString(i,a)),n.call(o.font,r.font).text(i).call(c.convertToTspans,r._gd),n}function w(t,e){var r=s.ensureSingle(t,\"g\",h.labelsClass),i=e._dims,a=r.selectAll(\"g.\"+h.labelGroupClass).data(i.labelSteps);a.enter().append(\"g\").classed(h.labelGroupClass,!0),a.exit().remove(),a.each((function(t){var r=n.select(this);r.call(b,t,e),o.setTranslate(r,E(e,t.fraction),h.tickOffset+e.ticklen+e.font.size*p+h.labelOffset+i.currentValueTotalHeight)}))}function T(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,h.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function A(t,e,r){if(!e._context.staticPlot){var i=r.node(),o=n.select(e);t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function s(){return r.data()[0]}function l(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var l=r.select(\".\"+h.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var c=C(t,n.mouse(i)[0]);function u(){var t=s(),a=C(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function f(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,c,!0),t._dragging=!0,o.on(\"mousemove\",u),o.on(\"touchmove\",u),o.on(\"mouseup\",f),o.on(\"touchend\",f)}}function M(t,e){var r=t.selectAll(\"rect.\"+h.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(h.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?h.tickOffset:h.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var n=t.select(\"rect.\"+h.gripRectClass),i=0,a=0;a<e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&&e.transition.duration>0&&(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(\"transform\",l(o-.5*h.gripWidth,e._dims.currentValueTotalHeight))}}function E(t,e){var r=t._dims;return r.inputAreaStart+h.stepInset+(r.inputAreaLength-2*h.stepInset)*Math.min(1,Math.max(0,e))}function C(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-h.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*h.stepInset-2*r.inputAreaStart)))}function L(t,e,r){var n=r._dims,i=s.ensureSingle(t,\"rect\",h.railTouchRectClass,(function(n){n.call(A,e,t,r).style(\"pointer-events\",\"all\")}));i.attr({width:n.inputAreaLength,height:Math.max(n.inputAreaWidth,h.tickOffset+r.ticklen+n.labelHeight)}).call(a.fill,r.bgcolor).attr(\"opacity\",0),o.setTranslate(i,0,n.currentValueTotalHeight)}function I(t,e){var r=e._dims,n=r.inputAreaLength-2*h.railInset,i=s.ensureSingle(t,\"rect\",h.railRectClass);i.attr({width:n,height:h.railWidth,rx:h.railRadius,ry:h.railRadius,\"shape-rendering\":\"crispEdges\"}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\"),o.setTranslate(i,h.railInset,.5*(r.inputAreaWidth-h.railWidth)+r.currentValueTotalHeight)}t.exports=function(t){var e=t._context.staticPlot,r=t._fullLayout,a=function(t,e){for(var r=t[h.name],n=[],i=0;i<r.length;i++){var a=r[i];a.visible&&(a._gd=e,n.push(a))}return n}(r,t),s=r._infolayer.selectAll(\"g.\"+h.containerClassName).data(a.length>0?[0]:[]);function l(e){e._commandObserver&&(e._commandObserver.remove(),delete e._commandObserver),i.autoMargin(t,g(e))}if(s.enter().append(\"g\").classed(h.containerClassName,!0).style(\"cursor\",e?null:\"ew-resize\"),s.exit().each((function(){n.select(this).selectAll(\"g.\"+h.groupClassName).each(l)})).remove(),0!==a.length){var c=s.selectAll(\"g.\"+h.groupClassName).data(a,y);c.enter().append(\"g\").classed(h.groupClassName,!0),c.exit().each(l).remove();for(var u=0;u<a.length;u++){var f=a[u];v(t,f)}c.each((function(e){var r=n.select(this);!function(t){var e=t._dims;e.labelSteps=[];for(var r=t._stepCount,n=0;n<r;n+=e.labelStride)e.labelSteps.push({fraction:n/(r-1),step:t._visibleSteps[n]})}(e),i.manageCommandObserver(t,e,e._visibleSteps,(function(e){var n=r.data()[0];n.active!==e.index&&(n._dragging||k(t,r,n,e.index,!1,!0))})),function(t,e,r){(r.steps[r.active]||{}).visible||(r.active=r._visibleSteps[0]._index),e.call(x,r).call(I,r).call(w,r).call(M,r).call(L,t,r).call(_,t,r);var n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(S,r,!1),e.call(x,r)}(t,n.select(this),e)}))}}},15359:function(t,e,r){\"use strict\";var n=r(64194);t.exports={moduleType:\"component\",name:n.name,layoutAttributes:r(8606),supplyLayoutDefaults:r(74537),draw:r(44097)}},17240:function(t,e,r){\"use strict\";var n=r(45568),i=r(10721),a=r(44122),o=r(33626),s=r(34809),l=s.strTranslate,c=r(62203),u=r(78766),h=r(30635),f=r(20438),p=r(4530).OPPOSITE_SIDE,d=/ [XY][0-9]* /;t.exports={draw:function(t,e,r){var m,g=t._fullLayout,y=r.propContainer,v=r.propName,x=r.placeholder,_=r.traceIndex,b=r.avoid||{},w=r.attributes,T=r.transform,k=r.containerGroup,A=1,M=y.title,S=(M&&M.text?M.text:\"\").trim(),E=!1,C=M&&M.font?M.font:{},L=C.family,I=C.size,P=C.color,z=C.weight,O=C.style,D=C.variant,R=C.textcase,F=C.lineposition,B=C.shadow,N=!!r.subtitlePropName,j=r.subtitlePlaceholder,U=(y.title||{}).subtitle||{text:\"\",font:{}},V=U.text.trim(),q=!1,H=1,G=U.font,Z=G.family,W=G.size,Y=G.color,X=G.weight,$=G.style,J=G.variant,K=G.textcase,Q=G.lineposition,tt=G.shadow;\"title.text\"===v?m=\"titleText\":-1!==v.indexOf(\"axis\")?m=\"axisTitleText\":v.indexOf(!0)&&(m=\"colorbarTitleText\");var et=t._context.edits[m];function rt(t,e){return void 0!==t&&void 0!==e&&t.replace(d,\" % \")===e.replace(d,\" % \")}\"\"===S?A=0:rt(S,x)&&(et||(S=\"\"),A=.2,E=!0),N&&(\"\"===V?H=0:rt(V,j)&&(et||(V=\"\"),H=.2,q=!0)),r._meta?S=s.templateString(S,r._meta):g._meta&&(S=s.templateString(S,g._meta));var nt,it=S||V||et;k||(k=s.ensureSingle(g._infolayer,\"g\",\"g-\"+e),nt=g._hColorbarMoveTitle);var at=k.selectAll(\"text.\"+e).data(it?[0]:[]);at.enter().append(\"text\"),at.text(S).attr(\"class\",e),at.exit().remove();var ot=null,st=e+\"-subtitle\",lt=V||et;if(N&<&&((ot=k.selectAll(\"text.\"+st).data(lt?[0]:[])).enter().append(\"text\"),ot.text(V).attr(\"class\",st),ot.exit().remove()),!it)return k;function ct(t,e){s.syncOrAsync([ut,ht],{title:t,subtitle:e})}function ut(r){var i,o=r.title,f=r.subtitle;if(!T&&nt&&(T={}),T?(i=\"\",T.rotate&&(i+=\"rotate(\"+[T.rotate,w.x,w.y]+\")\"),(T.offset||nt)&&(i+=l(0,(T.offset||0)-(nt||0)))):i=null,o.attr(\"transform\",i),o.style(\"opacity\",A*u.opacity(P)).call(c.font,{color:u.rgb(P),size:n.round(I,2),family:L,weight:z,style:O,variant:D,textcase:R,shadow:B,lineposition:F}).attr(w).call(h.convertToTspans,t,(function(t){if(t){var e=n.select(t.node().parentNode).select(\".\"+st);if(!e.empty()){var r=t.node().getBBox();if(r.height){var i=r.y+r.height+1.6*W;e.attr(\"y\",i)}}}})),f){var p=k.select(\".\"+e+\"-math-group\"),d=o.node().getBBox(),m=p.node()?p.node().getBBox():void 0,g=m?m.y+m.height+1.6*W:d.y+d.height+1.6*W,y=s.extendFlat({},w,{y:g});f.attr(\"transform\",i),f.style(\"opacity\",H*u.opacity(Y)).call(c.font,{color:u.rgb(Y),size:n.round(W,2),family:Z,weight:X,style:$,variant:J,textcase:K,shadow:tt,lineposition:Q}).attr(y).call(h.convertToTspans,t)}return a.previousPromises(t)}function ht(e){var r=e.title,a=n.select(r.node().parentNode);if(b&&b.selection&&b.side&&S){a.attr(\"transform\",null);var o=p[b.side],u=\"left\"===b.side||\"top\"===b.side?-1:1,h=i(b.pad)?b.pad:2,f=c.bBox(a.node()),d={t:0,b:0,l:0,r:0},m=t._fullLayout._reservedMargin;for(var v in m)for(var x in m[v]){var _=m[v][x];d[x]=Math.max(d[x],_)}var w={left:d.l,top:d.t,right:g.width-d.r,bottom:g.height-d.b},T=b.maxShift||u*(w[b.side]-f[b.side]),k=0;if(T<0)k=T;else{var 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pt=at.node().getBBox(),dt=pt.y+pt.height+1.6*W;ot.attr(\"y\",dt)}V?ot.on(\".opacity\",null):(ft(ot,j),q=!0),ot.call(h.makeEditable,{gd:t}).on(\"edit\",(function(e){o.call(\"_guiRelayout\",t,\"title.subtitle.text\",e)})).on(\"cancel\",(function(){this.text(this.attr(\"data-unformatted\")).call(ct)})).on(\"input\",(function(t){this.text(t||\" \").call(h.positionText,ot.attr(\"x\"),ot.attr(\"y\"))}))}return at.classed(\"js-placeholder\",E),ot&&ot.classed(\"js-placeholder\",q),k},SUBTITLE_PADDING_EM:1.6,SUBTITLE_PADDING_MATHJAX_EM:1.6}},85389:function(t,e,r){\"use strict\";var n=r(80337),i=r(10229),a=r(93049).extendFlat,o=r(13582).overrideAll,s=r(57891),l=r(78032).templatedArray,c=l(\"button\",{visible:{valType:\"boolean\"},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},args2:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\",dflt:\"\"},execute:{valType:\"boolean\",dflt:!0}});t.exports=o(l(\"updatemenu\",{_arrayAttrRegexps:[/^updatemenus\\[(0|[1-9][0-9]+)\\]\\.buttons/],visible:{valType:\"boolean\"},type:{valType:\"enumerated\",values:[\"dropdown\",\"buttons\"],dflt:\"dropdown\"},direction:{valType:\"enumerated\",values:[\"left\",\"right\",\"up\",\"down\"],dflt:\"down\"},active:{valType:\"integer\",min:-1,dflt:0},showactive:{valType:\"boolean\",dflt:!0},buttons:c,x:{valType:\"number\",min:-2,max:3,dflt:-.05},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"right\"},y:{valType:\"number\",min:-2,max:3,dflt:1},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},pad:a(s({editType:\"arraydraw\"}),{}),font:n({}),bgcolor:{valType:\"color\"},bordercolor:{valType:\"color\",dflt:i.borderLine},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"arraydraw\"}}),\"arraydraw\",\"from-root\")},71559:function(t){\"use strict\";t.exports={name:\"updatemenus\",containerClassName:\"updatemenu-container\",headerGroupClassName:\"updatemenu-header-group\",headerClassName:\"updatemenu-header\",headerArrowClassName:\"updatemenu-header-arrow\",dropdownButtonGroupClassName:\"updatemenu-dropdown-button-group\",dropdownButtonClassName:\"updatemenu-dropdown-button\",buttonClassName:\"updatemenu-button\",itemRectClassName:\"updatemenu-item-rect\",itemTextClassName:\"updatemenu-item-text\",menuIndexAttrName:\"updatemenu-active-index\",autoMarginIdRoot:\"updatemenu-\",blankHeaderOpts:{label:\" \"},minWidth:30,minHeight:30,textPadX:24,arrowPadX:16,rx:2,ry:2,textOffsetX:12,textOffsetY:3,arrowOffsetX:4,gapButtonHeader:5,gapButton:2,activeColor:\"#F4FAFF\",hoverColor:\"#F4FAFF\",arrowSymbol:{left:\"โ\",right:\"โบ\",up:\"โฒ\",down:\"โผ\"}}},42746:function(t,e,r){\"use strict\";var n=r(34809),i=r(59008),a=r(85389),o=r(71559).name,s=a.buttons;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}o(\"visible\",i(t,e,{name:\"buttons\",handleItemDefaults:c}).length>0)&&(o(\"active\"),o(\"direction\"),o(\"type\"),o(\"showactive\"),o(\"x\"),o(\"y\"),n.noneOrAll(t,e,[\"x\",\"y\"]),o(\"xanchor\"),o(\"yanchor\"),o(\"pad.t\"),o(\"pad.r\"),o(\"pad.b\"),o(\"pad.l\"),n.coerceFont(o,\"font\",r.font),o(\"bgcolor\",r.paper_bgcolor),o(\"bordercolor\"),o(\"borderwidth\"))}function c(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}r(\"visible\",\"skip\"===t.method||Array.isArray(t.args))&&(r(\"method\"),r(\"args\"),r(\"args2\"),r(\"label\"),r(\"execute\"))}t.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},40974:function(t,e,r){\"use strict\";var n=r(45568),i=r(44122),a=r(78766),o=r(62203),s=r(34809),l=r(30635),c=r(78032).arrayEditor,u=r(4530).LINE_SPACING,h=r(71559),f=r(21736);function p(t){return t._index}function d(t,e){return+t.attr(h.menuIndexAttrName)===e._index}function m(t,e,r,n,i,a,o,s){e.active=o,c(t.layout,h.name,e).applyUpdate(\"active\",o),\"buttons\"===e.type?y(t,n,null,null,e):\"dropdown\"===e.type&&(i.attr(h.menuIndexAttrName,\"-1\"),g(t,n,i,a,e),s||y(t,n,i,a,e))}function g(t,e,r,n,i){var a=s.ensureSingle(e,\"g\",h.headerClassName,(function(t){t.style(\"pointer-events\",\"all\")})),l=i._dims,c=i.active,u=i.buttons[c]||h.blankHeaderOpts,f={y:i.pad.t,yPad:0,x:i.pad.l,xPad:0,index:0},p={width:l.headerWidth,height:l.headerHeight};a.call(v,i,u,t).call(M,i,f,p),s.ensureSingle(e,\"text\",h.headerArrowClassName,(function(t){t.attr(\"text-anchor\",\"end\").call(o.font,i.font).text(h.arrowSymbol[i.direction])})).attr({x:l.headerWidth-h.arrowOffsetX+i.pad.l,y:l.headerHeight/2+h.textOffsetY+i.pad.t}),a.on(\"click\",(function(){r.call(S,String(d(r,i)?-1:i._index)),y(t,e,r,n,i)})),a.on(\"mouseover\",(function(){a.call(w)})),a.on(\"mouseout\",(function(){a.call(T,i)})),o.setTranslate(e,l.lx,l.ly)}function y(t,e,r,a,o){r||(r=e).attr(\"pointer-events\",\"all\");var l=function(t){return-1==+t.attr(h.menuIndexAttrName)}(r)&&\"buttons\"!==o.type?[]:o.buttons,c=\"dropdown\"===o.type?h.dropdownButtonClassName:h.buttonClassName,u=r.selectAll(\"g.\"+c).data(s.filterVisible(l)),f=u.enter().append(\"g\").classed(c,!0),p=u.exit();\"dropdown\"===o.type?(f.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\"),p.transition().attr(\"opacity\",\"0\").remove()):p.remove();var d=0,g=0,y=o._dims,x=-1!==[\"up\",\"down\"].indexOf(o.direction);\"dropdown\"===o.type&&(x?g=y.headerHeight+h.gapButtonHeader:d=y.headerWidth+h.gapButtonHeader),\"dropdown\"===o.type&&\"up\"===o.direction&&(g=-h.gapButtonHeader+h.gapButton-y.openHeight),\"dropdown\"===o.type&&\"left\"===o.direction&&(d=-h.gapButtonHeader+h.gapButton-y.openWidth);var _={x:y.lx+d+o.pad.l,y:y.ly+g+o.pad.t,yPad:h.gapButton,xPad:h.gapButton,index:0},k={l:_.x+o.borderwidth,t:_.y+o.borderwidth};u.each((function(s,l){var c=n.select(this);c.call(v,o,s,t).call(M,o,_),c.on(\"click\",(function(){n.event.defaultPrevented||(s.execute&&(s.args2&&o.active===l?(m(t,o,0,e,r,a,-1),i.executeAPICommand(t,s.method,s.args2)):(m(t,o,0,e,r,a,l),i.executeAPICommand(t,s.method,s.args))),t.emit(\"plotly_buttonclicked\",{menu:o,button:s,active:o.active}))})),c.on(\"mouseover\",(function(){c.call(w)})),c.on(\"mouseout\",(function(){c.call(T,o),u.call(b,o)}))})),u.call(b,o),x?(k.w=Math.max(y.openWidth,y.headerWidth),k.h=_.y-k.t):(k.w=_.x-k.l,k.h=Math.max(y.openHeight,y.headerHeight)),k.direction=o.direction,a&&(u.size()?function(t,e,r,n,i,a){var o,s,l,c=i.direction,u=\"up\"===c||\"down\"===c,f=i._dims,p=i.active;if(u)for(s=0,l=0;l<p;l++)s+=f.heights[l]+h.gapButton;else for(o=0,l=0;l<p;l++)o+=f.widths[l]+h.gapButton;n.enable(a,o,s),n.hbar&&n.hbar.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\"),n.vbar&&n.vbar.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\")}(0,0,0,a,o,k):function(t){var e=!!t.hbar,r=!!t.vbar;e&&t.hbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){e=!1,r||t.disable()})),r&&t.vbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){r=!1,e||t.disable()}))}(a))}function v(t,e,r,n){t.call(x,e).call(_,e,r,n)}function x(t,e){s.ensureSingle(t,\"rect\",h.itemRectClassName,(function(t){t.attr({rx:h.rx,ry:h.ry,\"shape-rendering\":\"crispEdges\"})})).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\")}function _(t,e,r,n){var i=s.ensureSingle(t,\"text\",h.itemTextClassName,(function(t){t.attr({\"text-anchor\":\"start\",\"data-notex\":1})})),a=r.label,c=n._fullLayout._meta;c&&(a=s.templateString(a,c)),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function b(t,e){var r=e.active;t.each((function(t,i){var o=n.select(this);i===r&&e.showactive&&o.select(\"rect.\"+h.itemRectClassName).call(a.fill,h.activeColor)}))}function w(t){t.select(\"rect.\"+h.itemRectClassName).call(a.fill,h.hoverColor)}function T(t,e){t.select(\"rect.\"+h.itemRectClassName).call(a.fill,e.bgcolor)}function k(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(\"g.\"+h.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(\"g\").classed(h.dropdownButtonClassName,!0);var c=-1!==[\"up\",\"down\"].indexOf(e.direction);a.each((function(i,a){var s=n.select(this);s.call(v,e,i,t);var f=s.select(\".\"+h.itemTextClassName),p=f.node()&&o.bBox(f.node()).width,d=Math.max(p+h.textPadX,h.minWidth),m=e.font.size*u,g=l.lineCount(f),y=Math.max(m*g,h.minHeight)+h.textOffsetY;y=Math.ceil(y),d=Math.ceil(d),r.widths[a]=d,r.heights[a]=y,r.height1=Math.max(r.height1,y),r.width1=Math.max(r.width1,d),c?(r.totalWidth=Math.max(r.totalWidth,d),r.openWidth=r.totalWidth,r.totalHeight+=y+h.gapButton,r.openHeight+=y+h.gapButton):(r.totalWidth+=d+h.gapButton,r.openWidth+=d+h.gapButton,r.totalHeight=Math.max(r.totalHeight,y),r.openHeight=r.totalHeight)})),c?r.totalHeight-=h.gapButton:r.totalWidth-=h.gapButton,r.headerWidth=r.width1+h.arrowPadX,r.headerHeight=r.height1,\"dropdown\"===e.type&&(c?(r.width1+=h.arrowPadX,r.totalHeight=r.height1):r.totalWidth=r.width1,r.totalWidth+=h.arrowPadX),a.remove();var f=r.totalWidth+e.pad.l+e.pad.r,p=r.totalHeight+e.pad.t+e.pad.b,d=t._fullLayout._size;r.lx=d.l+d.w*e.x,r.ly=d.t+d.h*(1-e.y);var 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f(t,c,x);l.enter().size()&&(c.node().parentNode.appendChild(c.node()),c.call(S)),l.exit().each((function(t){c.call(S),a(t)})).remove(),l.each((function(e){var r=n.select(this),a=\"dropdown\"===e.type?c:null;i.manageCommandObserver(t,e,e.buttons,(function(n){m(t,e,e.buttons[n.index],r,a,_,n.index,!0)})),\"dropdown\"===e.type?(g(t,r,c,_,e),d(c,e)&&y(t,r,c,_,e)):y(t,r,null,null,e)}))}}},46230:function(t,e,r){\"use strict\";var n=r(71559);t.exports={moduleType:\"component\",name:n.name,layoutAttributes:r(85389),supplyLayoutDefaults:r(42746),draw:r(40974)}},21736:function(t,e,r){\"use strict\";t.exports=s;var n=r(45568),i=r(78766),a=r(62203),o=r(34809);function s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(\"rect.scrollbox-bg\").data([0]),this.bg.exit().on(\".drag\",null).on(\"wheel\",null).remove(),this.bg.enter().append(\"rect\").classed(\"scrollbox-bg\",!0).style(\"pointer-events\",\"all\").attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=\"#808BA4\",s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,c=o.height;this.position=t;var u,h,f,p,d=this.position.l,m=this.position.w,g=this.position.t,y=this.position.h,v=this.position.direction,x=\"down\"===v,_=\"left\"===v,b=\"up\"===v,w=m,T=y;x||_||\"right\"===v||b||(this.position.direction=\"down\",x=!0),x||b?(h=(u=d)+w,x?(f=g,T=(p=Math.min(f+T,c))-f):T=(p=g+T)-(f=Math.max(p-T,0))):(p=(f=g)+T,_?w=(h=d+w)-(u=Math.max(h-w,0)):(u=d,w=(h=Math.min(u+w,l))-u)),this._box={l:u,t:f,w:w,h:T};var k=m>w,A=s.barLength+2*s.barPad,M=s.barWidth+2*s.barPad,S=d,E=g+y;E+M>c&&(E=c-M);var C=this.container.selectAll(\"rect.scrollbar-horizontal\").data(k?[0]:[]);C.exit().on(\".drag\",null).remove(),C.enter().append(\"rect\").classed(\"scrollbar-horizontal\",!0).call(i.fill,s.barColor),k?(this.hbar=C.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:A,height:M}),this._hbarXMin=S+A/2,this._hbarTranslateMax=w-A):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var L=y>T,I=s.barWidth+2*s.barPad,P=s.barLength+2*s.barPad,z=d+m,O=g;z+I>l&&(z=l-I);var D=this.container.selectAll(\"rect.scrollbar-vertical\").data(L?[0]:[]);D.exit().on(\".drag\",null).remove(),D.enter().append(\"rect\").classed(\"scrollbar-vertical\",!0).call(i.fill,s.barColor),L?(this.vbar=D.attr({rx:s.barRadius,ry:s.barRadius,x:z,y:O,width:I,height:P}),this._vbarYMin=O+P/2,this._vbarTranslateMax=T-P):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=u-.5,B=L?h+I+.5:h+.5,N=f-.5,j=k?p+M+.5:p+.5,U=o._topdefs.selectAll(\"#\"+R).data(k||L?[0]:[]);if(U.exit().remove(),U.enter().append(\"clipPath\").attr(\"id\",R).append(\"rect\"),k||L?(this._clipRect=U.select(\"rect\").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:g,width:m,height:y})):(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),k||L){var V=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault()})).on(\"drag\",this._onBoxDrag.bind(this));this.container.on(\"wheel\",null).on(\"wheel\",this._onBoxWheel.bind(this)).on(\".drag\",null).call(V);var q=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on(\"drag\",this._onBarDrag.bind(this));k&&this.hbar.on(\".drag\",null).call(q),L&&this.vbar.on(\".drag\",null).call(q)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(\".drag\",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(\".drag\",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},4530:function(t){\"use strict\";t.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:\"right\",right:\"left\",top:\"bottom\",bottom:\"top\"}}},35081:function(t){\"use strict\";t.exports={axisRefDescription:function(t,e,r){return[\"If set to a\",t,\"axis id (e.g. *\"+t+\"* or\",\"*\"+t+\"2*), the `\"+t+\"` position refers to a\",t,\"coordinate. If set to *paper*, the `\"+t+\"`\",\"position refers to the distance from the\",e,\"of the plotting\",\"area in normalized coordinates where *0* (*1*) corresponds to the\",e,\"(\"+r+\"). 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y=n/(h[2]-h[0])*(l[2]-l[0])+l[0],v=i/(h[3]-h[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=y,c.boxStart[1]=v,c.dragStart[0]=n,c.dragStart[1]=i),c.boxEnd[0]=y,c.boxEnd[1]=v,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<m,_=Math.abs(c.dragStart[1]-i)<m;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&_)x&&(c.boxEnd[0]=c.boxStart[0]),_&&(c.boxEnd[1]=c.boxStart[1]);else{a=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var b=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*b)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(a)*b*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(b)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(b))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/b*(a>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(b)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(b)))}}else c.boxEnabled?(a=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],a||s?(a&&(g(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(g(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=i),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-i)<d&&(i=c.dragStart[1]),a=(f-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=i}return c.mouseListener=n(e,h),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);h(0,r[0],r[1]),h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){h(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),h=o/(a[2]-a[0])*(i[2]-i[0])+i[0],f=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-h)*l+h,i[2]=(i[2]-h)*l+h,i[1]=(i[1]-f)*l+f,i[3]=(i[3]-f)*l+f,t.setRanges(i),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},10749:function(t,e,r){\"use strict\";var n=r(29714),i=r(55010);function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=i(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=i((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=i(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=i(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,h=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=i(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=i(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},24585:function(t,e,r){\"use strict\";var n=r(13582).overrideAll,i=r(27672),a=r(6704),o=r(62972),s=r(54826),l=r(37703),c=r(6811),u=r(4173).KO;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(55126),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===u(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},27672:function(t,e,r){\"use strict\";var n,i,a=r(33626),o=r(29714),s=r(32141),l=r(99098).gl_plot2d,c=r(99098).gl_spikes2d,u=r(99098).gl_select_box,h=r(22248),f=r(10749),p=r(77055),d=r(97464),m=r(84391),g=m.enforce,y=m.clean,v=r(32919).doAutoRange,x=r(70414),_=x.drawMode,b=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(54826).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=i;var f,p=h.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,i-u.r-(1-h[1])*u.w,a-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],v(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){b(t)||_(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=i._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var m=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[m.trace.index]||{},y=m.pointIndex,v=s.castHoverinfo(g,i,y);if(v&&\"all\"!==v){var x=v.split(\"+\");-1===x.indexOf(\"x\")&&(m.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(m.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(m.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(m.textLabel=void 0),-1===x.indexOf(\"name\")&&(m.name=void 0)}s.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",m.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:s.castHoverOption(g,y,\"bgcolor\")||m.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},2487:function(t,e,r){\"use strict\";var n=r(13582).overrideAll,i=r(6811),a=r(20299),o=r(4173).KO,s=r(34809),l=r(62972),c=\"gl3d\",u=\"scene\";e.name=c,e.attr=u,e.idRoot=u,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(22597),e.layoutAttributes=r(77168),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(15250),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[c],i=0;i<n.length;i++){var s=n[i],l=o(r,c,s),u=e[s],h=u.camera,f=u._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:h},e),u._scene=f),f.viewInitial||(f.viewInitial={up:{x:h.up.x,y:h.up.y,z:h.up.z},eye:{x:h.eye.x,y:h.eye.y,z:h.eye.z},center:{x:h.center.x,y:h.center.y,z:h.center.z}}),f.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[c]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[c],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,u=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":u,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),u+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[c],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},22597:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},63397:function(t,e,r){\"use strict\";var n=r(78766),i=r(25829),a=r(93049).extendFlat,o=r(13582).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,autorangeoptions:{minallowed:i.autorangeoptions.minallowed,maxallowed:i.autorangeoptions.maxallowed,clipmin:i.autorangeoptions.clipmin,clipmax:i.autorangeoptions.clipmax,include:i.autorangeoptions.include,editType:\"plot\"},rangemode:i.rangemode,minallowed:i.minallowed,maxallowed:i.maxallowed,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},34258:function(t,e,r){\"use strict\";var n=r(65657).mix,i=r(34809),a=r(78032),o=r(63397),s=r(4392),l=r(97655),c=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var u,h;function f(t,e){return i.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=a.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noAutotickangles:!0,noTicklabelindex:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelshift:!0,noTicklabelstandoff:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,noInsiderange:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,72.72727272727273).toRgbString()),f(\"title.text\",d[0]),h.setScale=i.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},95701:function(t,e,r){\"use strict\";var n=r(55010),i=r(34809),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickFontWeight=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickFontStyle=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickFontVariant=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelFontWeight=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelFontStyle=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelFontVariant=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size),s.title.font.weight&&(r.labelFontWeight[o]=s.title.font.weight),s.title.font.style&&(r.labelFontStyle[o]=s.title.font.style),s.title.font.variant&&(r.labelFontVariant[o]=s.title.font.variant)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size),s.tickfont.weight&&(r.tickFontWeight[o]=s.tickfont.weight),s.tickfont.style&&(r.tickFontStyle[o]=s.tickfont.style),s.tickfont.variant&&(r.tickFontVariant[o]=s.tickfont.variant)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},15250:function(t,e,r){\"use strict\";var n=r(34809),i=r(78766),a=r(33626),o=r(4448),s=r(34258),l=r(77168),c=r(4173).KO,u=\"gl3d\";function h(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),h=[\"up\",\"center\",\"eye\"],f=0;f<h.length;f++)r(\"camera.\"+h[f]+\".x\"),r(\"camera.\"+h[f]+\".y\"),r(\"camera.\"+h[f]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var m=c(n.fullData,u,n.id);s(t,e,{font:n.font,scene:n.id,data:m,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,v=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&v&&x?x/Math.sqrt(y*y+v*v+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:u,attributes:l,handleDefaults:h,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},77168:function(t,e,r){\"use strict\";var n=r(63397),i=r(13792).u,a=r(93049).extendFlat,o=r(34809).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},64087:function(t,e,r){\"use strict\";var n=r(55010),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},32412:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}for(e.ticks=l,c=0;c<3;++c)for(o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]),d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(29714),i=r(34809),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},25802:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},20299:function(t,e,r){\"use strict\";var n,i,a=r(99098).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(22248),c=r(74043),u=r(33626),h=r(34809),f=h.preserveDrawingBuffer(),p=r(29714),d=r(32141),m=r(55010),g=r(97464),y=r(25802),v=r(95701),x=r(64087),_=r(32412),b=r(32919).applyAutorangeOptions,w=!1;function T(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var k=T.prototype;k.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:f,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var A=!0;k.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!A||f)r=!1;else{h.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{f=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){f=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return A=!1,r},k.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},k.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){w=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},k.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),_(e),e.glplot.axes.update(e.axesOptions);for(var c=Object.keys(e.traces),u=null,f=e.glplot.selection,m=0;m<c.length;++m)\"skip\"!==(t=e.traces[c[m]]).data.hoverinfo&&t.handlePick(f)&&(u=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==u){var v=y(e.glplot.cameraParams,f.dataCoordinate);t=u.data;var x,b=r._fullData[t.index],T=f.index,k={xLabel:g(\"x\",f.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",f.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",f.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(b,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;b.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 0),-1===M.indexOf(\"z\")&&(k.zLabel=void 0),-1===M.indexOf(\"text\")&&(f.textLabel=void 0),-1===M.indexOf(\"name\")&&(u.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=g(\"x\",f.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=g(\"y\",f.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=g(\"z\",f.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=f.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=f.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),f.textLabel&&E.push(f.textLabel),x=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(f.traceCoordinate[3]),t.valuehoverformat),E.push(\"value: \"+k.valueLabel),f.textLabel&&E.push(f.textLabel),x=E.join(\"<br>\")):x=f.textLabel;var C={x:f.traceCoordinate[0],y:f.traceCoordinate[1],z:f.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:T};d.appendArrayPointValue(C,b,T),t._module.eventData&&(C=b._module.eventData(C,f,b,{},T));var L={points:[C]};if(e.fullSceneLayout.hovermode){var I=[];d.loneHover({trace:b,x:(.5+.5*v[0]/v[3])*s,y:(.5-.5*v[1]/v[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:x,name:u.name,color:d.castHoverOption(b,T,\"bgcolor\")||u.color,borderColor:d.castHoverOption(b,T,\"bordercolor\"),fontFamily:d.castHoverOption(b,T,\"font.family\"),fontSize:d.castHoverOption(b,T,\"font.size\"),fontColor:d.castHoverOption(b,T,\"font.color\"),nameLength:d.castHoverOption(b,T,\"namelength\"),textAlign:d.castHoverOption(b,T,\"align\"),hovertemplate:h.castOption(b,T,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},C,k),eventData:[C]},{container:n,gd:r,inOut_bbox:I}),C.bbox=I[0]}f.distance<5&&(f.buttons||w)?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),this.oldEventData=L}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},k.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):h.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var M=[\"xaxis\",\"yaxis\",\"zaxis\"];function S(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=M[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(h.isArrayOrTypedArray(l))for(var f,p=0;p<(u||l.length);p++)if(h.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)f=s.d2l(l[p][d],0,c),!isNaN(f)&&isFinite(f)&&(r[0][i]=Math.min(r[0][i],f),r[1][i]=Math.max(r[1][i],f));else f=s.d2l(l[p],0,c),!isNaN(f)&&isFinite(f)&&(r[0][i]=Math.min(r[0][i],f),r[1][i]=Math.max(r[1][i],f));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}k.plot=function(t,e,r){var n=this;if(n.plotArgs=[t,e,r],!n.glplot.contextLost){var i,a,o,s,l,c,u=e[n.id],h=r[n.id];n.fullLayout=e,n.fullSceneLayout=u,n.axesOptions.merge(e,u),n.spikeOptions.merge(u),n.setViewport(u),n.updateFx(u.dragmode,u.hovermode),n.camera.enableWheel=n.graphDiv._context._scrollZoom.gl3d,n.glplot.setClearColor(m(u.bgcolor)),n.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&S(this,i,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=M[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var p=[1,1,1];for(s=0;s<3;++s)f[1][s]===f[0][s]?p[s]=1:p[s]=1/(f[1][s]-f[0][s]);for(n.dataScale=p,n.convertAnnotations(this),o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&((a=n.traces[i.uid])?a.data.type===i.type?a.update(i):(a.dispose(),a=i._module.plot(this,i),n.traces[i.uid]=a):(a=i._module.plot(this,i),n.traces[i.uid]=a),a.name=i.name);var d=Object.keys(n.traces);t:for(o=0;o<d.length;++o){for(s=0;s<t.length;++s)if(t[s].uid===d[o]&&!0===t[s].visible&&0!==t[s]._length)continue t;(a=n.traces[d[o]]).dispose(),delete n.traces[d[o]]}n.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var g,y=[[0,0,0],[0,0,0]],v=[],x={};for(o=0;o<3;++o){var _;if((c=(l=u[M[o]]).type)in x?(x[c].acc*=p[o],x[c].count+=1):x[c]={acc:p[o],count:1},l.autorange){y[0][o]=1/0,y[1][o]=-1/0;var w=n.glplot.objects,T=n.fullSceneLayout.annotations||[],k=l._name.charAt(0);for(s=0;s<w.length;s++){var A=w[s],E=A.bounds,C=A._trace.data._pad||0;\"ErrorBars\"===A.constructor.name&&l._lowerLogErrorBound?y[0][o]=Math.min(y[0][o],l._lowerLogErrorBound):y[0][o]=Math.min(y[0][o],E[0][o]/p[o]-C),y[1][o]=Math.max(y[1][o],E[1][o]/p[o]+C)}for(s=0;s<T.length;s++){var L=T[s];if(L.visible){var I=l.r2l(L[k]);y[0][o]=Math.min(y[0][o],I),y[1][o]=Math.max(y[1][o],I)}}if(\"rangemode\"in l&&\"tozero\"===l.rangemode&&(y[0][o]=Math.min(y[0][o],0),y[1][o]=Math.max(y[1][o],0)),y[0][o]>y[1][o])y[0][o]=-1,y[1][o]=1;else{var P=y[1][o]-y[0][o];y[0][o]-=P/32,y[1][o]+=P/32}if(_=[y[0][o],y[1][o]],_=b(_,l),y[0][o]=_[0],y[1][o]=_[1],l.isReversed()){var z=y[0][o];y[0][o]=y[1][o],y[1][o]=z}}else _=l.range,y[0][o]=l.r2l(_[0]),y[1][o]=l.r2l(_[1]);y[0][o]===y[1][o]&&(y[0][o]-=1,y[1][o]+=1),v[o]=y[1][o]-y[0][o],l.range=[y[0][o],y[1][o]],l.limitRange(),n.glplot.setBounds(o,{min:l.range[0]*p[o],max:l.range[1]*p[o]})}var O=u.aspectmode;if(\"cube\"===O)g=[1,1,1];else if(\"manual\"===O){var D=u.aspectratio;g=[D.x,D.y,D.z]}else{if(\"auto\"!==O&&\"data\"!==O)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var R=[1,1,1];for(o=0;o<3;++o){var F=x[c=(l=u[M[o]]).type];R[o]=Math.pow(F.acc,1/F.count)/p[o]}g=\"data\"===O||Math.max.apply(null,R)/Math.min.apply(null,R)<=4?R:[1,1,1]}u.aspectratio.x=h.aspectratio.x=g[0],u.aspectratio.y=h.aspectratio.y=g[1],u.aspectratio.z=h.aspectratio.z=g[2],n.glplot.setAspectratio(u.aspectratio),n.viewInitial.aspectratio||(n.viewInitial.aspectratio={x:u.aspectratio.x,y:u.aspectratio.y,z:u.aspectratio.z}),n.viewInitial.aspectmode||(n.viewInitial.aspectmode=u.aspectmode);var B=u.domain||null,N=e._size||null;if(B&&N){var j=n.container.style;j.position=\"absolute\",j.left=N.l+B.x[0]*N.w+\"px\",j.top=N.t+(1-B.y[1])*N.h+\"px\",j.width=N.w*(B.x[1]-B.x[0])+\"px\",j.height=N.h*(B.y[1]-B.y[0])+\"px\"}n.glplot.redraw()}},k.destroy=function(){var t=this;t.glplot&&(t.camera.mouseListener.enabled=!1,t.container.removeEventListener(\"wheel\",t.camera.wheelListener),t.camera=null,t.glplot.dispose(),t.container.parentNode.removeChild(t.container),t.glplot=null)},k.getCamera=function(){var t,e=this;return e.camera.view.recalcMatrix(e.camera.view.lastT()),{up:{x:(t=e.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},k.setViewport=function(t){var e,r=this,n=t.camera;r.camera.lookAt.apply(this,[[(e=n).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),r.glplot.setAspectratio(t.aspectratio),\"orthographic\"===n.projection.type!==r.camera._ortho&&(r.glplot.redraw(),r.glplot.clearRGBA(),r.glplot.dispose(),r.initializeGLPlot())},k.isCameraChanged=function(t){var e=this.getCamera(),r=h.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var 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s=e.dragOptions;e.dragOptions=i.extendDeep(s||{},{dragmode:t.dragmode,element:e.div,gd:n,plotinfo:{id:e.id,domain:t[e.id].domain,xaxis:e.xaxis,yaxis:e.yaxis,fillRangeItems:a},xaxes:[e.xaxis],yaxes:[e.yaxis],subplot:e.id}),r.off(\"click\",e.onClickInPanHandler),f(o)||h(o)?(r.dragPan.disable(),r.on(\"zoomstart\",e.clearOutline),e.dragOptions.prepFn=function(t,r,n){p(t,r,n,e.dragOptions,o)},l.init(e.dragOptions)):(r.dragPan.enable(),r.off(\"zoomstart\",e.clearOutline),e.div.onmousedown=null,e.div.ontouchstart=null,e.div.removeEventListener(\"touchstart\",e.div._ontouchstart),e.onClickInPanHandler=e.onClickInPanFn(e.dragOptions),r.on(\"click\",e.onClickInPanHandler))}function c(t){var r=e.map.unproject(t);return[r.lng,r.lat]}},_.updateFramework=function(t){var e=t[this.id].domain,r=t._size,n=this.div.style;n.width=r.w*(e.x[1]-e.x[0])+\"px\",n.height=r.h*(e.y[1]-e.y[0])+\"px\",n.left=r.l+e.x[0]*r.w+\"px\",n.top=r.t+(1-e.y[1])*r.h+\"px\",this.xaxis._offset=r.l+e.x[0]*r.w,this.xaxis._length=r.w*(e.x[1]-e.x[0]),this.yaxis._offset=r.t+(1-e.y[1])*r.h,this.yaxis._length=r.h*(e.y[1]-e.y[0])},_.updateLayers=function(t){var e,r=t[this.id].layers,n=this.layerList;if(r.length!==n.length){for(e=0;e<n.length;e++)n[e].dispose();for(n=this.layerList=[],e=0;e<r.length;e++)n.push(v(this,e,r[e]))}else for(e=0;e<r.length;e++)n[e].update(r[e])},_.destroy=function(){this.map&&(this.map.remove(),this.map=null,this.container.removeChild(this.div))},_.toImage=function(){return this.map.stop(),this.map.getCanvas().toDataURL()},_.setOptions=function(t,e,r){for(var n in r)this.map[e](t,n,r[n])},_.getMapLayers=function(){return this.map.getStyle().layers},_.addLayer=function(t,e){var r=this.map;if(\"string\"==typeof e){if(\"\"===e)return void r.addLayer(t,e);for(var n=this.getMapLayers(),a=0;a<n.length;a++)if(e===n[a].id)return void r.addLayer(t,e);i.warn([\"Trying to add layer with *below* value\",e,\"referencing a layer that does not exist\",\"or that does not yet exist.\"].join(\" \"))}r.addLayer(t)},_.project=function(t){return this.map.project(new n.LngLat(t[0],t[1]))},_.getView=function(){var t=this.map,e=t.getCenter(),r={lon:e.lng,lat:e.lat},n=t.getCanvas(),i=parseInt(n.style.width),a=parseInt(n.style.height);return{center:r,zoom:t.getZoom(),bearing:t.getBearing(),pitch:t.getPitch(),_derived:{coordinates:[t.unproject([0,0]).toArray(),t.unproject([i,0]).toArray(),t.unproject([i,a]).toArray(),t.unproject([0,a]).toArray()]}}},_.getViewEdits=function(t){for(var e=this.id,r=[\"center\",\"zoom\",\"bearing\",\"pitch\"],n={},i=0;i<r.length;i++){var a=r[i];n[e+\".\"+a]=t[a]}return n},_.getViewEditsWithDerived=function(t){var e=this.id,r=this.getViewEdits(t);return r[e+\"._derived\"]=t._derived,r},t.exports=x},44245:function(t,e,r){\"use strict\";var n=r(62994),i=\"1.13.4\",a='ยฉ <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors',o=['ยฉ <a target=\"_blank\" href=\"https://carto.com/\">Carto</a>',a].join(\" \"),s=['Map tiles by <a target=\"_blank\" href=\"https://stamen.com\">Stamen Design</a>','under <a target=\"_blank\" href=\"https://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a>',\"|\",'Data by <a target=\"_blank\" href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors','under <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">ODbL</a>'].join(\" 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e,r,s=this,c=s.isSmith,u=s.gd,h=s.layers,f=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,m=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,C=s.sectorInRad,L=s.vangles,I=s.radialAxis,P=E.clampTiny,z=E.findXYatLength,O=E.findEnclosingVertexAngles,D=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(h,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){v.hover(u,t,s.id),u._fullLayout._lasthover=F,u._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){u._dragging||y.unhover(u,t)};var B,N,j,U,V,q,H,G,Z,W={element:F,gd:u,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function Y(t,e){return Math.sqrt(t*t+e*e)}function X(t,e){return Y(t-A,e-M)}function $(t,e){return Math.atan2(M-e,t-A)}function J(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function K(t,e){if(0===t)return s.pathSector(2*D);var 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z,O,D,B=g.makeRectDragger(u,T,\"crosshair\",-x,-x,v,v),N={element:B,gd:c};!1===t.dragmode&&(N.dragmode=!1),V(n.select(B),m.visible&&f<h,{transform:l(_,b)}),N.prepFn=function(){z=null,O=null,D=null,N.moveFn=j,N.doneFn=q,w(c)},N.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},y.init(N)}function j(t,e){if(z)z(t,e);else{var n=[t,-e],a=[Math.cos(M),Math.sin(M)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(z=s<.5?H:G)}var l={};!function(t){null!==O?t[i.id+\".radialaxis.angle\"]=O:null!==D&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=D)}(l),c.emit(\"plotly_relayouting\",l)}function q(){null!==O?a.call(\"_guiRelayout\",c,i.id+\".radialaxis.angle\",O):null!==D&&a.call(\"_guiRelayout\",c,i.id+\".radialaxis.range[\"+r+\"]\",D)}function H(t,e){if(0!==r){var n=_+t,a=b+e;O=Math.atan2(d-a,n-p),i.vangles&&(O=U(O,i.vangles)),O=F(O);var o=l(p,d)+s(-O);u[\"radial-axis\"].attr(\"transform\",o),u[\"radial-line\"].select(\"line\").attr(\"transform\",o);var 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traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var i=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),a=[\"agrid\",\"bgrid\",\"cgrid\"];i.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&a.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),i.order()};var E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,m=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,y=d.x[1]-d.x[0],v=d.y[1]-d.y[0],x=y*e.w,_=v*e.h,b=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*_?i=(a=_)*E:a=(i=x)/E,o=y*i/x,l=v*a/_,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=b,p.xaxis={type:\"linear\",range:[w+2*k-b,b-w-2*T],domain:[m-o/2,m+o/2],_id:\"x\"},h(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,b-T-k],domain:[g-l/2,g+l/2],_id:\"y\"},h(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=f({},t.aaxis,{range:[w,b-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});h(M,p.graphDiv._fullLayout),M.setScale();var S=p.baxis=f({},t.baxis,{range:[b-w-k,T],side:\"bottom\",domain:p.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:i});h(S,p.graphDiv._fullLayout),S.setScale();var C=p.caxis=f({},t.caxis,{range:[b-w-T,k],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});h(C,p.graphDiv._fullLayout),C.setScale();var L=\"M\"+r+\",\"+(n+a)+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDef.select(\"path\").attr(\"d\",L),p.layers.plotbg.select(\"path\").attr(\"d\",L);var I=\"M0,\"+a+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDefRelative.select(\"path\").attr(\"d\",I);var P=s(r,n);p.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),p.clipDefRelative.select(\"path\").attr(\"transform\",null);var z=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",z),p.layers.bgrid.attr(\"transform\",z);var O=s(r+i/2,n)+\"rotate(30)\"+s(0,-M._offset);p.layers.aaxis.attr(\"transform\",O),p.layers.agrid.attr(\"transform\",O);var D=s(r+i/2,n)+\"rotate(-30)\"+s(0,-C._offset);p.layers.caxis.attr(\"transform\",D),p.layers.cgrid.attr(\"transform\",D),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(c.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(c.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",C.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(c.stroke,C.linecolor||\"#000\").style(\"stroke-width\",(C.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this,r=e.graphDiv,n=e.id.substr(7)+\"title\",i=e.layers,a=e.aaxis,o=e.baxis,s=e.caxis;if(e.drawAx(a),e.drawAx(o),e.drawAx(s),t){var c=Math.max(a.showticklabels?a.tickfont.size/2:0,(s.showticklabels?.75*s.tickfont.size:0)+(\"outside\"===s.ticks?.87*s.ticklen:0)),u=(o.showticklabels?o.tickfont.size:0)+(\"outside\"===o.ticks?o.ticklen:0)+3;i[\"a-title\"]=_.draw(r,\"a\"+n,{propContainer:a,propName:e.id+\".aaxis.title\",placeholder:l(r,\"Click to enter Component A title\"),attributes:{x:e.x0+e.w/2,y:e.y0-a.title.font.size/3-c,\"text-anchor\":\"middle\"}}),i[\"b-title\"]=_.draw(r,\"b\"+n,{propContainer:o,propName:e.id+\".baxis.title\",placeholder:l(r,\"Click to enter Component B title\"),attributes:{x:e.x0-u,y:e.y0+e.h+.83*o.title.font.size+u,\"text-anchor\":\"middle\"}}),i[\"c-title\"]=_.draw(r,\"c\"+n,{propContainer:s,propName:e.id+\".caxis.title\",placeholder:l(r,\"Click to enter Component C title\"),attributes:{x:e.x0+e.w+u,y:e.y0+e.h+.83*s.title.font.size+u,\"text-anchor\":\"middle\"}})}},S.drawAx=function(t){var e,r=this,n=r.graphDiv,i=t._name,a=i.charAt(0),s=t._id,l=r.layers[i],c=a+\"tickLayout\",u=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);r[c]!==u&&(l.selectAll(\".\"+s+\"tick\").remove(),r[c]=u),t.setScale();var h=d.calcTicks(t),f=d.clipEnds(t,h),p=d.makeTransTickFn(t),m=d.getTickSigns(t)[2],g=o.deg2rad(30),y=m*(t.linewidth||1)/2,v=m*t.ticklen,x=r.w,_=r.h,b=\"b\"===a?\"M0,\"+y+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+y+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,w={a:\"M0,0l\"+_+\",-\"+x/2,b:\"M0,0l-\"+x/2+\",-\"+_,c:\"M0,0l-\"+_+\",\"+x/2}[a];d.drawTicks(n,t,{vals:\"inside\"===t.ticks?f:h,layer:l,path:b,transFn:p,crisp:!1}),d.drawGrid(n,t,{vals:f,layer:r.layers[a+\"grid\"],path:w,transFn:p,crisp:!1}),d.drawLabels(n,t,{vals:h,layer:l,transFn:p,labelFns:d.makeLabelFns(t,0,30)})};var C=A.MINZOOM/2+.87,L=\"m-0.87,.5h\"+C+\"v3h-\"+(C+5.2)+\"l\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l2.6,1.5l-\"+C/2+\",\"+.87*C+\"Z\",I=\"m0.87,.5h-\"+C+\"v3h\"+(C+5.2)+\"l-\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l-2.6,1.5l\"+C/2+\",\"+.87*C+\"Z\",P=\"m0,1l\"+C/2+\",\"+.87*C+\"l2.6,-1.5l-\"+(C/2+2.6)+\",-\"+(.87*C+4.5)+\"l-\"+(C/2+2.6)+\",\"+(.87*C+4.5)+\"l2.6,1.5l\"+C/2+\",-\"+.87*C+\"Z\",z=!0;function O(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearOutline=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,h,f,p,d,y,_,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),C=M.graphDiv,D=C._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var r=C._fullLayout.clickmode;O(C),2===t&&(C.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",C,R({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&w(e,C,[M.xaxis],[M.yaxis],M.id,M.dragOptions),r.indexOf(\"event\")>-1&&g.click(C,e,M.id)}function B(t,e){return 1-e/M.h}function N(t,e){return 1-(t+(M.h-e)/Math.sqrt(3))/M.w}function j(t,e){return(t-(M.h-e)/Math.sqrt(3))/M.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),c=Math.max(0,Math.min(1,N(r,n),N(o,s))),u=Math.max(0,Math.min(1,j(r,n),j(o,s))),m=(l/2+u)*M.w,g=(1-l/2-c)*M.w,v=(m+g)/2,x=g-m,b=(1-l)*M.h,w=b-x/E;x<A.MINZOOM?(p=h,T.attr(\"d\",y),k.attr(\"d\",\"M0,0Z\")):(p={a:h.a+l*f,b:h.b+c*f,c:h.c+u*f},T.attr(\"d\",y+\"M\"+m+\",\"+b+\"H\"+g+\"L\"+v+\",\"+w+\"L\"+m+\",\"+b+\"Z\"),k.attr(\"d\",\"M\"+r+\",\"+n+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+m+\",\"+b+L+\"M\"+g+\",\"+b+I+\"M\"+v+\",\"+w+P)),_||(T.transition().style(\"fill\",d>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),k.transition().style(\"opacity\",1).duration(200),_=!0),C.emit(\"plotly_relayouting\",R(p))}function V(){O(C),p!==h&&(a.call(\"_guiRelayout\",C,R(p)),z&&C.data&&C._context.showTips&&(o.notifier(l(C,\"Double-click to zoom back out\"),\"long\"),z=!1))}function q(t,e){var r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:h.a-n,b:h.b+(r+n)/2,c:h.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),c=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[c]},e=(h.a-p.a)*M.yaxis._m,t=(h.c-p.c-h.b+p.b)*M.xaxis._m);var f=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",f);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(u.hideOutsideRangePoints,M),C.emit(\"plotly_relayouting\",R(p))}function H(){a.call(\"_guiRelayout\",C,R(p))}this.dragOptions={element:S,gd:C,plotinfo:{id:M.id,domain:C._fullLayout[M.id].domain,xaxis:M.xaxis,yaxis:M.yaxis},subplot:M.id,prepFn:function(a,l,u){M.dragOptions.xaxes=[M.xaxis],M.dragOptions.yaxes=[M.yaxis],t=C._fullLayout._invScaleX,e=C._fullLayout._invScaleY;var m=M.dragOptions.dragmode=C._fullLayout.dragmode;v(m)?M.dragOptions.minDrag=1:M.dragOptions.minDrag=void 0,\"zoom\"===m?(M.dragOptions.moveFn=U,M.dragOptions.clickFn=F,M.dragOptions.doneFn=V,function(t,e,a){var l=S.getBoundingClientRect();r=e-l.left,n=a-l.top,C._fullLayout._calcInverseTransform(C);var u=C._fullLayout._invTransform,m=o.apply3DTransform(u)(r,n);r=m[0],n=m[1],h={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=h,f=M.aaxis.range[1]-h.a,d=i(M.graphDiv._fullLayout[M.id].bgcolor).getLuminance(),y=\"M0,\"+M.h+\"L\"+M.w/2+\", 0L\"+M.w+\",\"+M.h+\"Z\",_=!1,T=D.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",s(M.x0,M.y0)).style({fill:d>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"d\",y),k=D.append(\"path\").attr(\"class\",\"zoombox-corners\").attr(\"transform\",s(M.x0,M.y0)).style({fill:c.background,stroke:c.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"d\",\"M0,0Z\"),M.clearOutline(C)}(0,l,u)):\"pan\"===m?(M.dragOptions.moveFn=q,M.dragOptions.clickFn=F,M.dragOptions.doneFn=H,h={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=h,M.clearOutline(C)):(x(m)||v(m))&&b(a,l,u,M.dragOptions,m)}},S.onmousemove=function(t){g.hover(C,t,M.id),C._fullLayout._lasthover=S,C._fullLayout._hoversubplot=M.id},S.onmouseout=function(t){C._dragging||m.unhover(C,t)},m.init(this.dragOptions)}},33626:function(t,e,r){\"use strict\";var n=r(48636),i=r(4969),a=r(36539),o=r(56174),s=r(95425).addStyleRule,l=r(93049),c=r(9829),u=r(6704),h=l.extendFlat,f=l.extendDeepAll;function p(t){var i=t.name,a=t.categories,o=t.meta;if(e.modules[i])n.log(\"Type \"+i+\" already registered\");else{e.subplotsRegistry[t.basePlotModule.name]||function(t){var r=t.name;if(e.subplotsRegistry[r])n.log(\"Plot type \"+r+\" already registered.\");else for(var i in y(t),e.subplotsRegistry[r]=t,e.componentsRegistry)_(i,t.name)}(t.basePlotModule);for(var l={},c=0;c<a.length;c++)l[a[c]]=!0,e.allCategories[a[c]]=!0;for(var u in e.modules[i]={_module:t,categories:l},o&&Object.keys(o).length&&(e.modules[i].meta=o),e.allTypes.push(i),e.componentsRegistry)v(u,i);t.layoutAttributes&&h(e.traceLayoutAttributes,t.layoutAttributes);var f=t.basePlotModule,p=f.name;if(\"mapbox\"===p){var d=f.constants.styleRules;for(var m in d)s(\".js-plotly-plot .plotly .mapboxgl-\"+m,d[m])}\"map\"===p&&r(96144),\"geo\"!==p&&\"mapbox\"!==p&&\"map\"!==p||void 0!==window.PlotlyGeoAssets||(window.PlotlyGeoAssets={topojson:{}})}}function d(t){if(\"string\"!=typeof t.name)throw new Error(\"Component module *name* must be a string.\");var r=t.name;for(var n in e.componentsRegistry[r]=t,t.layoutAttributes&&(t.layoutAttributes._isLinkedToArray&&a(e.layoutArrayContainers,r),y(t)),e.modules)v(r,n);for(var i in e.subplotsRegistry)_(r,i);for(var o in e.transformsRegistry)x(r,o);t.schema&&t.schema.layout&&f(u,t.schema.layout)}function m(t){if(\"string\"!=typeof t.name)throw new Error(\"Transform module *name* must be a string.\");var r=\"Transform module \"+t.name,i=\"function\"==typeof t.transform,a=\"function\"==typeof t.calcTransform;if(!i&&!a)throw new Error(r+\" is missing a *transform* or *calcTransform* method.\");for(var s in i&&a&&n.log([r+\" has both a *transform* and *calcTransform* methods.\",\"Please note that all *transform* methods are executed\",\"before all *calcTransform* methods.\"].join(\" \")),o(t.attributes)||n.log(r+\" registered without an *attributes* object.\"),\"function\"!=typeof t.supplyDefaults&&n.log(r+\" registered without a *supplyDefaults* method.\"),e.transformsRegistry[t.name]=t,e.componentsRegistry)x(s,t.name)}function g(t){var r=t.name,n=r.split(\"-\")[0],i=t.dictionary,a=t.format,o=i&&Object.keys(i).length,s=a&&Object.keys(a).length,l=e.localeRegistry,c=l[r];if(c||(l[r]=c={}),n!==r){var u=l[n];u||(l[n]=u={}),o&&u.dictionary===c.dictionary&&(u.dictionary=i),s&&u.format===c.format&&(u.format=a)}o&&(c.dictionary=i),s&&(c.format=a)}function y(t){if(t.layoutAttributes){var r=t.layoutAttributes._arrayAttrRegexps;if(r)for(var n=0;n<r.length;n++)a(e.layoutArrayRegexes,r[n])}}function v(t,r){var n=e.componentsRegistry[t].schema;if(n&&n.traces){var i=n.traces[r];i&&f(e.modules[r]._module.attributes,i)}}function x(t,r){var n=e.componentsRegistry[t].schema;if(n&&n.transforms){var i=n.transforms[r];i&&f(e.transformsRegistry[r].attributes,i)}}function _(t,r){var n=e.componentsRegistry[t].schema;if(n&&n.subplots){var i=e.subplotsRegistry[r],a=i.layoutAttributes,o=\"subplot\"===i.attr?i.name:i.attr;Array.isArray(o)&&(o=o[0]);var 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strict\";t.exports={barmode:{valType:\"enumerated\",values:[\"stack\",\"group\",\"overlay\",\"relative\"],dflt:\"group\",editType:\"calc\"},barnorm:{valType:\"enumerated\",values:[\"\",\"fraction\",\"percent\"],dflt:\"\",editType:\"calc\"},bargap:{valType:\"number\",min:0,max:1,editType:\"calc\"},bargroupgap:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},barcornerradius:{valType:\"any\",editType:\"calc\"}}},78931:function(t,e,r){\"use strict\";var n=r(33626),i=r(29714),a=r(34809),o=r(25412),s=r(17550).validateCornerradius;t.exports=function(t,e,r){function l(r,n){return a.coerce(t,e,o,r,n)}for(var c=!1,u=!1,h=!1,f={},p=l(\"barmode\"),d=0;d<r.length;d++){var m=r[d];if(n.traceIs(m,\"bar\")&&m.visible){if(c=!0,\"group\"===p){var g=m.xaxis+m.yaxis;f[g]&&(h=!0),f[g]=!0}m.visible&&\"histogram\"===m.type&&\"category\"!==i.getFromId({_fullLayout:e},m[\"v\"===m.orientation?\"xaxis\":\"yaxis\"]).type&&(u=!0)}}if(c){\"overlay\"!==p&&l(\"barnorm\"),l(\"bargap\",u&&!h?0:.2),l(\"bargroupgap\");var y=l(\"barcornerradius\");e.barcornerradius=s(y)}else delete e.barmode}},32995:function(t,e,r){\"use strict\";var n=r(45568),i=r(10721),a=r(34809),o=r(30635),s=r(78766),l=r(62203),c=r(33626),u=r(29714).tickText,h=r(84102),f=h.recordMinTextSize,p=h.clearMinTextSize,d=r(6851),m=r(42843),g=r(56155),y=r(81481),v=y.text,x=y.textposition,_=r(36040).appendArrayPointValue,b=g.TEXTPAD;function w(t){return t.id}function T(t){if(t.ids)return w}function k(t){return(t>0)-(t<0)}function A(t,e){return t<e?1:-1}function M(t,e,r,n){var i;return!e.uniformtext.mode&&S(r)?(n&&(i=n()),t.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){i&&i()})).each(\"interrupt\",(function(){i&&i()}))):t}function S(t){return t&&t.duration>0}function E(t,e,r,n,i){return!(t<0||e<0)&&(r<=t&&n<=e||r<=e&&n<=t||(i?t>=r*(e/n):e>=n*(t/r)))}function C(t){return\"auto\"===t?0:t}function L(t,e){var r=Math.PI/180*e,n=Math.abs(Math.sin(r)),i=Math.abs(Math.cos(r));return{x:t.width*i+t.height*n,y:t.width*n+t.height*i}}function I(t,e,r,n,i,a){var o=!!a.isHorizontal,s=!!a.constrained,l=a.angle||0,c=a.anchor,u=\"end\"===c,h=\"start\"===c,f=((a.leftToRight||0)+1)/2,p=1-f,d=a.hasB,m=a.r,g=a.overhead,y=i.width,v=i.height,x=Math.abs(e-t),_=Math.abs(n-r),w=x>2*b&&_>2*b?b:0;x-=2*w,_-=2*w;var T=C(l);\"auto\"!==l||y<=x&&v<=_||!(y>x||v>_)||(y>_||v>x)&&y<v==x<_||(T+=90);var k,M,S=L(i,T);if(m&&m-g>b){var E=function(t,e,r,n,i,a,o,s,l){var c,u,h,f,p=Math.max(0,Math.abs(e-t)-2*b),d=Math.max(0,Math.abs(n-r)-2*b),m=a-b,g=o?m-Math.sqrt(m*m-(m-o)*(m-o)):m,y=l?2*m:s?m-o:2*g,v=l?2*m:s?2*g:m-o;return 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B=o?A(t,e):A(r,n);o?h?(z=t+B*w,D=-B*F):(z=e-B*w,D=B*F):h?(O=r+B*w,R=-B*F):(O=n-B*w,R=B*F)}return{textX:I,textY:P,targetX:z,targetY:O,anchorX:D,anchorY:R,scale:k,rotate:T}}t.exports={plot:function(t,e,r,h,g,y){var w=e.xaxis,P=e.yaxis,z=t._fullLayout,O=t._context.staticPlot;g||(g={mode:z.barmode,norm:z.barmode,gap:z.bargap,groupgap:z.bargroupgap},p(\"bar\",z));var D=a.makeTraceGroups(h,r,\"trace bars\").each((function(r){var c=n.select(this),h=r[0].trace,p=r[0].t,D=\"waterfall\"===h.type,R=\"funnel\"===h.type,F=\"histogram\"===h.type,B=\"bar\"===h.type,N=B||R,j=0;D&&h.connector.visible&&\"between\"===h.connector.mode&&(j=h.connector.line.width/2);var U=\"h\"===h.orientation,V=S(g),q=a.ensureSingle(c,\"g\",\"points\"),H=T(h),G=q.selectAll(\"g.point\").data(a.identity,H);G.enter().append(\"g\").classed(\"point\",!0),G.exit().remove(),G.each((function(c,T){var S,D,R=n.select(this),q=function(t,e,r,n){var i=[],a=[],o=n?e:r,s=n?r:e;return 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r,n=U?Math.abs(W-Z):Math.abs(G-H),i=U?Math.abs(G-H):Math.abs(W-Z),a=J(Math.abs(Q(K,!0)-Q(0,!0))),o=c.hasB?Math.min(n/2,i/2):Math.min(n/2,a);return r=\"%\"===e?n*(Math.min(50,t)/100):t,J(Math.max(Math.min(r,o),0))}(p.cornerradiusvalue,p.cornerradiusform):0,nt=\"M\"+H+\",\"+Z+\"V\"+W+\"H\"+G+\"V\"+Z+\"Z\",it=0;if(rt&&c.s){var at=0===k(c.s0)||k(c.s)===k(c.s0)?c.s1:c.s0;if((it=J(c.hasB?0:Math.abs(Q(K,!0)-Q(at,!0))))<rt){var ot=A(H,G),st=A(Z,W),lt=ot===-st?1:0;if(U)if(c.hasB)tt=\"M\"+(H+rt*ot)+\",\"+Z+\"A \"+rt+\",\"+rt+\" 0 0 \"+lt+\" \"+H+\",\"+(Z+rt*st)+\"V\"+(W-rt*st)+\"A \"+rt+\",\"+rt+\" 0 0 \"+lt+\" \"+(H+rt*ot)+\",\"+W+\"H\"+(G-rt*ot)+\"A \"+rt+\",\"+rt+\" 0 0 \"+lt+\" \"+G+\",\"+(W-rt*st)+\"V\"+(Z+rt*st)+\"A \"+rt+\",\"+rt+\" 0 0 \"+lt+\" \"+(G-rt*ot)+\",\"+Z+\"Z\";else{var ct=(et=Math.abs(G-H)+it)<rt?rt-Math.sqrt(et*(2*rt-et)):0,ut=it>0?Math.sqrt(it*(2*rt-it)):0,ht=ot>0?Math.max:Math.min;tt=\"M\"+H+\",\"+Z+\"V\"+(W-ct*st)+\"H\"+ht(G-(rt-it)*ot,H)+\"A \"+rt+\",\"+rt+\" 0 0 \"+lt+\" 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mt=M(a.ensureSingle(R,\"path\"),z,g,y);if(mt.style(\"vector-effect\",O?\"none\":\"non-scaling-stroke\").attr(\"d\",isNaN((G-H)*(W-Z))||Y&&t._context.staticPlot?\"M0,0Z\":tt).call(l.setClipUrl,e.layerClipId,t),!z.uniformtext.mode&&V){var gt=l.makePointStyleFns(h);l.singlePointStyle(c,mt,h,gt,t)}!function(t,e,r,n,i,s,c,h,p,g,y,w,T){var k,S=e.xaxis,P=e.yaxis,z=t._fullLayout;function O(e,r,n){return a.ensureSingle(e,\"text\").text(r).attr({class:\"bartext bartext-\"+k,\"text-anchor\":\"middle\",\"data-notex\":1}).call(l.font,n).call(o.convertToTspans,t)}var D=n[0].trace,R=\"h\"===D.orientation,F=function(t,e,r,n,i){var o,s=e[0].trace;return o=s.texttemplate?function(t,e,r,n,i){var o=e[0].trace,s=a.castOption(o,r,\"texttemplate\");if(!s)return\"\";var l,c,h,f,p=\"histogram\"===o.type,d=\"waterfall\"===o.type,m=\"funnel\"===o.type,g=\"h\"===o.orientation;function y(t){return u(f,f.c2l(t),!0).text}g?(l=\"y\",c=i,h=\"x\",f=n):(l=\"x\",c=n,h=\"y\",f=i);var 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i=t[0].trace,o=\"h\"===i.orientation,s=\"waterfall\"===i.type,l=\"funnel\"===i.type;function c(t){return u(o?r:n,+t,!0).text}var h,f,p=i.textinfo,d=t[e],m=p.split(\"+\"),g=[],y=function(t){return-1!==m.indexOf(t)};if(y(\"label\")&&g.push((f=t[e].p,u(o?n:r,f,!0).text)),y(\"text\")&&(0===(h=a.castOption(i,d.i,\"text\"))||h)&&g.push(h),s){var v=+d.rawS||d.s,x=d.v,_=x-v;y(\"initial\")&&g.push(c(_)),y(\"delta\")&&g.push(c(v)),y(\"final\")&&g.push(c(x))}if(l){y(\"value\")&&g.push(c(d.s));var b=0;y(\"percent initial\")&&b++,y(\"percent previous\")&&b++,y(\"percent total\")&&b++;var w=b>1;y(\"percent initial\")&&(h=a.formatPercent(d.begR),w&&(h+=\" of initial\"),g.push(h)),y(\"percent previous\")&&(h=a.formatPercent(d.difR),w&&(h+=\" of previous\"),g.push(h)),y(\"percent total\")&&(h=a.formatPercent(d.sumR),w&&(h+=\" of total\"),g.push(h))}return g.join(\"<br>\")}(e,r,n,i):m.getValue(s.text,r),m.coerceString(v,o)}(z,n,i,S,P);k=function(t,e){var r=m.getValue(t.textposition,e);return m.coerceEnumerated(x,r)}(D,i);var B=\"stack\"===w.mode||\"relative\"===w.mode,N=n[i],j=!B||N._outmost,U=N.hasB,V=g&&g-y>b;if(F&&\"none\"!==k&&(!N.isBlank&&s!==c&&h!==p||\"auto\"!==k&&\"inside\"!==k)){var q=z.font,H=d.getBarColor(n[i],D),G=d.getInsideTextFont(D,i,q,H),Z=d.getOutsideTextFont(D,i,q),W=D.insidetextanchor||\"end\",Y=r.datum();R?\"log\"===S.type&&Y.s0<=0&&(s=S.range[0]<S.range[1]?0:S._length):\"log\"===P.type&&Y.s0<=0&&(h=P.range[0]<P.range[1]?P._length:0);var X,$,J,K,Q,tt=Math.abs(c-s),et=Math.abs(p-h),rt=tt-2*b,nt=et-2*b;if(\"outside\"===k&&(j||N.hasB||(k=\"inside\")),\"auto\"===k)if(j){k=\"inside\",X=O(r,F,Q=a.ensureUniformFontSize(t,G)),J=($=l.bBox(X.node())).width,K=$.height;var it,at=J>0&&K>0;it=V?U?E(rt-2*g,nt,J,K,R)||E(rt,nt-2*g,J,K,R):R?E(rt-(g-y),nt,J,K,R)||E(rt,nt-2*(g-y),J,K,R):E(rt,nt-(g-y),J,K,R)||E(rt-2*(g-y),nt,J,K,R):E(rt,nt,J,K,R),at&&it?k=\"inside\":(k=\"outside\",X.remove(),X=null)}else k=\"inside\";if(!X){var ot=(X=O(r,F,Q=a.ensureUniformFontSize(t,\"outside\"===k?Z:G))).attr(\"transform\");if(X.attr(\"transform\",\"\"),J=($=l.bBox(X.node())).width,K=$.height,X.attr(\"transform\",ot),J<=0||K<=0)return void X.remove()}var st,lt=D.textangle;st=\"outside\"===k?function(t,e,r,n,i,a){var o,s=!!a.isHorizontal,l=!!a.constrained,c=a.angle||0,u=i.width,h=i.height,f=Math.abs(e-t),p=Math.abs(n-r);o=s?p>2*b?b:0:f>2*b?b:0;var d=1;l&&(d=s?Math.min(1,p/h):Math.min(1,f/u));var m=C(c),g=L(i,m),y=(s?g.x:g.y)/2,v=(i.left+i.right)/2,x=(i.top+i.bottom)/2,_=(t+e)/2,w=(r+n)/2,T=0,k=0,M=s?A(e,t):A(r,n);return s?(_=e-M*o,T=M*y):(w=n+M*o,k=-M*y),{textX:v,textY:x,targetX:_,targetY:w,anchorX:T,anchorY:k,scale:d,rotate:m}}(s,c,h,p,$,{isHorizontal:R,constrained:\"both\"===D.constraintext||\"outside\"===D.constraintext,angle:lt}):I(s,c,h,p,$,{isHorizontal:R,constrained:\"both\"===D.constraintext||\"inside\"===D.constraintext,angle:lt,anchor:W,hasB:U,r:g,overhead:y}),st.fontSize=Q.size,f(\"histogram\"===D.type?\"bar\":D.type,st,z),N.transform=st;var ct=M(X,z,w,T);a.setTransormAndDisplay(ct,st)}else r.select(\"text\").remove()}(t,e,R,r,T,H,G,Z,W,rt,it,g,y),e.layerClipId&&l.hideOutsideRangePoint(c,R.select(\"text\"),w,P,h.xcalendar,h.ycalendar)}));var Z=!1===h.cliponaxis;l.setClipUrl(c,Z?null:e.layerClipId,t)}));c.getComponentMethod(\"errorbars\",\"plot\")(t,D,e,g)},toMoveInsideBar:I}},88384:function(t){\"use strict\";function e(t,e,r,n,i){var a=e.c2p(n?t.s0:t.p0,!0),o=e.c2p(n?t.s1:t.p1,!0),s=r.c2p(n?t.p0:t.s0,!0),l=r.c2p(n?t.p1:t.s1,!0);return i?[(a+o)/2,(s+l)/2]:n?[o,(s+l)/2]:[(a+o)/2,l]}t.exports=function(t,r){var n,i=t.cd,a=t.xaxis,o=t.yaxis,s=i[0].trace,l=\"funnel\"===s.type,c=\"h\"===s.orientation,u=[];if(!1===r)for(n=0;n<i.length;n++)i[n].selected=0;else for(n=0;n<i.length;n++){var h=i[n],f=\"ct\"in h?h.ct:e(h,a,o,c,l);r.contains(f,!1,n,t)?(u.push({pointNumber:n,x:a.c2d(h.x),y:o.c2d(h.y)}),h.selected=1):h.selected=0}return u}},2880:function(t,e,r){\"use strict\";t.exports=i;var n=r(34809).distinctVals;function i(t,e){this.traces=t,this.sepNegVal=e.sepNegVal,this.overlapNoMerge=e.overlapNoMerge;for(var r=1/0,i=e.posAxis._id.charAt(0),a=[],o=0;o<t.length;o++){for(var s=t[o],l=0;l<s.length;l++){var c=s[l],u=c.p;void 0===u&&(u=c[i]),void 0!==u&&a.push(u)}s[0]&&s[0].width1&&(r=Math.min(s[0].width1,r))}this.positions=a;var h=n(a);this.distinctPositions=h.vals,1===h.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(h.minDiff,r);var 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f=r[h],p=f[0].t,d=f[0].trace;!0!==d.visible||\"box\"!==d.type&&\"candlestick\"!==d.type||p.empty||(d.orientation||\"v\")!==l||d.xaxis!==n._id||d.yaxis!==i._id||u.push(h)}s(\"box\",t,u,c)}},setPositionOffset:s}},62294:function(t,e,r){\"use strict\";var n=r(34809),i=r(33626),a=r(78766),o=r(99669),s=r(36301),l=r(9666),c=r(64625);function u(t,e,r,a){function o(t){var e=0;return t&&t.length&&(e+=1,n.isArrayOrTypedArray(t[0])&&t[0].length&&(e+=1)),e}function s(e){return n.validate(t[e],c[e])}var u,h=r(\"y\"),f=r(\"x\");if(\"box\"===e.type){var p=r(\"q1\"),d=r(\"median\"),m=r(\"q3\");e._hasPreCompStats=p&&p.length&&d&&d.length&&m&&m.length,u=Math.min(n.minRowLength(p),n.minRowLength(d),n.minRowLength(m))}var g,y,v=o(h),x=o(f),_=v&&n.minRowLength(h),b=x&&n.minRowLength(f),w=a.calendar,T={autotypenumbers:a.autotypenumbers};if(e._hasPreCompStats)switch(String(x)+String(v)){case\"00\":var k=s(\"x0\")||s(\"dx\");g=!s(\"y0\")&&!s(\"dy\")||k?\"v\":\"h\",y=u;break;case\"10\":g=\"v\",y=Math.min(u,b);break;case\"20\":g=\"h\",y=Math.min(u,f.length);break;case\"01\":g=\"h\",y=Math.min(u,_);break;case\"02\":g=\"v\",y=Math.min(u,h.length);break;case\"12\":g=\"v\",y=Math.min(u,b,h.length);break;case\"21\":g=\"h\",y=Math.min(u,f.length,_);break;case\"11\":y=0;break;case\"22\":var A,M=!1;for(A=0;A<f.length;A++)if(\"category\"===l(f[A],w,T)){M=!0;break}if(M)g=\"v\",y=Math.min(u,b,h.length);else{for(A=0;A<h.length;A++)if(\"category\"===l(h[A],w,T)){M=!0;break}M?(g=\"h\",y=Math.min(u,f.length,_)):(g=\"v\",y=Math.min(u,b,h.length))}}else v>0?(g=\"v\",y=x>0?Math.min(b,_):Math.min(_)):x>0?(g=\"h\",y=Math.min(b)):y=0;if(y){e._length=y;var 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a(t){return n.coerce(i._input,i,c,t)}for(var o=0;o<t.length;o++){var l=(i=t[o]).type;\"box\"!==l&&\"violin\"!==l||(r=i._input,\"group\"===e[l+\"mode\"]&&s(r,i,e,a))}},handleSampleDefaults:u,handlePointsDefaults:h}},76429:function(t){\"use strict\";t.exports=function(t,e){return e.hoverOnBox&&(t.hoverOnBox=e.hoverOnBox),\"xVal\"in e&&(t.x=e.xVal),\"yVal\"in e&&(t.y=e.yVal),e.xa&&(t.xaxis=e.xa),e.ya&&(t.yaxis=e.ya),t}},11448:function(t,e,r){\"use strict\";var n=r(29714),i=r(34809),a=r(32141),o=r(78766),s=i.fillText;function l(t,e,r,s){var l,c,u,h,f,p,d,m,g,y,v,x,_,b,w=t.cd,T=t.xa,k=t.ya,A=w[0].trace,M=w[0].t,S=\"violin\"===A.type,E=M.bdPos,C=M.wHover,L=function(t){return u.c2l(t.pos)+M.bPos-u.c2l(p)};S&&\"both\"!==A.side?(\"positive\"===A.side&&(g=function(t){var e=L(t);return a.inbox(e,e+C,y)},x=E,_=0),\"negative\"===A.side&&(g=function(t){var e=L(t);return a.inbox(e-C,e,y)},x=0,_=E)):(g=function(t){var e=L(t);return a.inbox(e-C,e+C,y)},x=_=E),b=S?function(t){return a.inbox(t.span[0]-f,t.span[1]-f,y)}:function(t){return a.inbox(t.min-f,t.max-f,y)},\"h\"===A.orientation?(f=e,p=r,d=b,m=g,l=\"y\",u=k,c=\"x\",h=T):(f=r,p=e,d=g,m=b,l=\"x\",u=T,c=\"y\",h=k);var I=Math.min(1,E/Math.abs(u.r2c(u.range[1])-u.r2c(u.range[0])));function P(t){return(d(t)+m(t))/2}y=t.maxHoverDistance-I,v=t.maxSpikeDistance-I;var z=a.getDistanceFunction(s,d,m,P);if(a.getClosest(w,z,t),!1===t.index)return[];var O=w[t.index],D=A.line.color,R=(A.marker||{}).color;o.opacity(D)&&A.line.width?t.color=D:o.opacity(R)&&A.boxpoints?t.color=R:t.color=A.fillcolor,t[l+\"0\"]=u.c2p(O.pos+M.bPos-_,!0),t[l+\"1\"]=u.c2p(O.pos+M.bPos+x,!0),t[l+\"LabelVal\"]=void 0!==O.orig_p?O.orig_p:O.pos;var F=l+\"Spike\";t.spikeDistance=P(O)*v/y,t[F]=u.c2p(O.pos,!0);var B=A.boxmean||\"sd\"===A.sizemode||(A.meanline||{}).visible,N=A.boxpoints||A.points,j=N&&B?[\"max\",\"uf\",\"q3\",\"med\",\"mean\",\"q1\",\"lf\",\"min\"]:N&&!B?[\"max\",\"uf\",\"q3\",\"med\",\"q1\",\"lf\",\"min\"]:!N&&B?[\"max\",\"q3\",\"med\",\"mean\",\"q1\",\"min\"]:[\"max\",\"q3\",\"med\",\"q1\",\"min\"],U=h.range[1]<h.range[0];A.orientation===(U?\"v\":\"h\")&&j.reverse();for(var V=t.spikeDistance,q=t[F],H=[],G=0;G<j.length;G++){var Z=j[G];if(Z in O){var W=O[Z],Y=h.c2p(W,!0),X=i.extendFlat({},t);X.attr=Z,X[c+\"0\"]=X[c+\"1\"]=Y,X[c+\"LabelVal\"]=W,X[c+\"Label\"]=(M.labels?M.labels[Z]+\" \":\"\")+n.hoverLabelText(h,W,A[c+\"hoverformat\"]),X.hoverOnBox=!0,\"mean\"!==Z||!(\"sd\"in O)||\"sd\"!==A.boxmean&&\"sd\"!==A.sizemode||(X[c+\"err\"]=O.sd),X.hovertemplate=!1,H.push(X)}}t.name=\"\",t.spikeDistance=void 0,t[F]=void 0;for(var $=0;$<H.length;$++)\"med\"!==H[$].attr?(H[$].name=\"\",H[$].spikeDistance=void 0,H[$][F]=void 0):(H[$].spikeDistance=V,H[$][F]=q);return H}function c(t,e,r){for(var n,o,l,c=t.cd,u=t.xa,h=t.ya,f=c[0].trace,p=u.c2p(e),d=h.c2p(r),m=a.quadrature((function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(u.c2p(t.x)-p)-e,1-3/e)}),(function(t){var e=Math.max(3,t.mrc||0);return Math.max(Math.abs(h.c2p(t.y)-d)-e,1-3/e)})),g=!1,y=0;y<c.length;y++){o=c[y];for(var v=0;v<(o.pts||[]).length;v++){var x=m(l=o.pts[v]);x<=t.distance&&(t.distance=x,g=[y,v])}}if(!g)return!1;l=(o=c[g[0]]).pts[g[1]];var _=u.c2p(l.x,!0),b=h.c2p(l.y,!0),w=l.mrc||1;n=i.extendFlat({},t,{index:l.i,color:(f.marker||{}).color,name:f.name,x0:_-w,x1:_+w,y0:b-w,y1:b+w,spikeDistance:t.distance,hovertemplate:f.hovertemplate});var T,k=o.orig_p,A=void 0!==k?k:o.pos;return\"h\"===f.orientation?(T=h,n.xLabelVal=l.x,n.yLabelVal=A):(T=u,n.xLabelVal=A,n.yLabelVal=l.y),n[T._id.charAt(0)+\"Spike\"]=T.c2p(o.pos,!0),s(l,f,n),n}t.exports={hoverPoints:function(t,e,r,n){var i,a=t.cd[0].trace.hoveron,o=[];return-1!==a.indexOf(\"boxes\")&&(o=o.concat(l(t,e,r,n))),-1!==a.indexOf(\"points\")&&(i=c(t,e,r)),\"closest\"===n?i?[i]:o:i?(o.push(i),o):o},hoverOnBoxes:l,hoverOnPoints:c}},53794:function(t,e,r){\"use strict\";t.exports={attributes:r(64625),layoutAttributes:r(64636),supplyDefaults:r(62294).supplyDefaults,crossTraceDefaults:r(62294).crossTraceDefaults,supplyLayoutDefaults:r(65067).supplyLayoutDefaults,calc:r(89429),crossTraceCalc:r(81606).crossTraceCalc,plot:r(95419).plot,style:r(59979).style,styleOnSelect:r(59979).styleOnSelect,hoverPoints:r(11448).hoverPoints,eventData:r(76429),selectPoints:r(72488),moduleType:\"trace\",name:\"box\",basePlotModule:r(37703),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"boxLayout\",\"zoomScale\"],meta:{}}},64636:function(t){\"use strict\";t.exports={boxmode:{valType:\"enumerated\",values:[\"group\",\"overlay\"],dflt:\"overlay\",editType:\"calc\"},boxgap:{valType:\"number\",min:0,max:1,dflt:.3,editType:\"calc\"},boxgroupgap:{valType:\"number\",min:0,max:1,dflt:.3,editType:\"calc\"}}},65067:function(t,e,r){\"use strict\";var n=r(33626),i=r(34809),a=r(64636);function o(t,e,r,i,a){for(var o=a+\"Layout\",s=!1,l=0;l<r.length;l++){var c=r[l];if(n.traceIs(c,o)){s=!0;break}}s&&(i(a+\"mode\"),i(a+\"gap\"),i(a+\"groupgap\"))}t.exports={supplyLayoutDefaults:function(t,e,r){o(0,0,r,(function(r,n){return i.coerce(t,e,a,r,n)}),\"box\")},_supply:o}},95419:function(t,e,r){\"use strict\";var n=r(45568),i=r(34809),a=r(62203);function o(t,e,r,a,o){var s,l,c=\"h\"===r.orientation,u=e.val,h=e.pos,f=!!h.rangebreaks,p=a.bPos,d=a.wdPos||0,m=a.bPosPxOffset||0,g=r.whiskerwidth||0,y=!1!==r.showwhiskers,v=r.notched||!1,x=v?1-2*r.notchwidth:1;Array.isArray(a.bdPos)?(s=a.bdPos[0],l=a.bdPos[1]):(s=a.bdPos,l=a.bdPos);var _=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);_.enter().append(\"path\").style(\"vector-effect\",o?\"none\":\"non-scaling-stroke\").attr(\"class\",\"box\"),_.exit().remove(),_.each((function(t){if(t.empty)return n.select(this).attr(\"d\",\"M0,0Z\");var e=h.c2l(t.pos+p,!0),a=h.l2p(e-s)+m,o=h.l2p(e+l)+m,_=f?(a+o)/2:h.l2p(e)+m,b=r.whiskerwidth,w=f?a*b+(1-b)*_:h.l2p(e-d)+m,T=f?o*b+(1-b)*_:h.l2p(e+d)+m,k=h.l2p(e-s*x)+m,A=h.l2p(e+l*x)+m,M=\"sd\"===r.sizemode,S=u.c2p(M?t.mean-t.sd:t.q1,!0),E=M?u.c2p(t.mean+t.sd,!0):u.c2p(t.q3,!0),C=i.constrain(M?u.c2p(t.mean,!0):u.c2p(t.med,!0),Math.min(S,E)+1,Math.max(S,E)-1),L=void 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o,s,l=e.val,c=e.pos,u=!!c.rangebreaks,h=a.bPos,f=a.bPosPxOffset||0,p=r.boxmean||(r.meanline||{}).visible;Array.isArray(a.bdPos)?(o=a.bdPos[0],s=a.bdPos[1]):(o=a.bdPos,s=a.bdPos);var d=t.selectAll(\"path.mean\").data(\"box\"===r.type&&r.boxmean||\"violin\"===r.type&&r.box.visible&&r.meanline.visible?i.identity:[]);d.enter().append(\"path\").attr(\"class\",\"mean\").style({fill:\"none\",\"vector-effect\":\"non-scaling-stroke\"}),d.exit().remove(),d.each((function(t){var e=c.c2l(t.pos+h,!0),i=c.l2p(e-o)+f,a=c.l2p(e+s)+f,d=u?(i+a)/2:c.l2p(e)+f,m=l.c2p(t.mean,!0),g=l.c2p(t.mean-t.sd,!0),y=l.c2p(t.mean+t.sd,!0);\"h\"===r.orientation?n.select(this).attr(\"d\",\"M\"+m+\",\"+i+\"V\"+a+(\"sd\"===p?\"m0,0L\"+g+\",\"+d+\"L\"+m+\",\"+i+\"L\"+y+\",\"+d+\"Z\":\"\")):n.select(this).attr(\"d\",\"M\"+i+\",\"+m+\"H\"+a+(\"sd\"===p?\"m0,0L\"+d+\",\"+g+\"L\"+i+\",\"+m+\"L\"+d+\",\"+y+\"Z\":\"\"))}))}t.exports={plot:function(t,e,r,a){var c=t._context.staticPlot,u=e.xaxis,h=e.yaxis;i.makeTraceGroups(a,r,\"trace boxes\").each((function(t){var e,r,i=n.select(this),a=t[0],f=a.t,p=a.trace;f.wdPos=f.bdPos*p.whiskerwidth,!0!==p.visible||f.empty?i.remove():(\"h\"===p.orientation?(e=h,r=u):(e=u,r=h),o(i,{pos:e,val:r},p,f,c),s(i,{x:u,y:h},p,f),l(i,{pos:e,val:r},p,f))}))},plotBoxAndWhiskers:o,plotPoints:s,plotBoxMean:l}},72488:function(t){\"use strict\";t.exports=function(t,e){var r,n,i=t.cd,a=t.xaxis,o=t.yaxis,s=[];if(!1===e)for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++)i[r].pts[n].selected=0;else for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++){var l=i[r].pts[n],c=a.c2p(l.x),u=o.c2p(l.y);e.contains([c,u],null,l.i,t)?(s.push({pointNumber:l.i,x:a.c2d(l.x),y:o.c2d(l.y)}),l.selected=1):l.selected=0}return s}},59979:function(t,e,r){\"use strict\";var n=r(45568),i=r(78766),a=r(62203);t.exports={style:function(t,e,r){var o=r||n.select(t).selectAll(\"g.trace.boxes\");o.style(\"opacity\",(function(t){return 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s=o.charAt(0),l=t[o]||{},c=i.newContainer(e,o),u={noAutotickangles:!0,noTicklabelshift:!0,noTicklabelstandoff:!0,noTicklabelstep:!0,tickfont:\"x\",id:s+\"axis\",letter:s,font:e.font,name:o,data:t[s],calendar:e.calendar,dfltColor:a,bgColor:r.paper_bgcolor,autotypenumbersDflt:r.autotypenumbers,fullLayout:r};n(l,c,u),c._categories=c._categories||[],t[o]||\"-\"===l.type||(t[o]={type:l.type})}))}(t,e,r,o)}},97052:function(t,e,r){\"use strict\";var n=r(34809).isArrayOrTypedArray;function i(t,e){if(!n(t)||e>=10)return null;for(var r=1/0,a=-1/0,o=t.length,s=0;s<o;s++){var l=t[s];if(n(l)){var c=i(l,e+1);c&&(r=Math.min(c[0],r),a=Math.max(c[1],a))}else r=Math.min(l,r),a=Math.max(l,a)}return[r,a]}t.exports=function(t){return i(t,0)}},43745:function(t,e,r){\"use strict\";var n=r(80337),i=r(86961),a=r(10229),o=n({editType:\"calc\"}),s=r(36640).zorder;o.family.dflt='\"Open Sans\", verdana, arial, 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a,o,s,l,c,u,h,f,p,d,m,g,y,v=n(r)?\"a\":\"b\",x=(\"a\"===v?t.aaxis:t.baxis).smoothing,_=\"a\"===v?t.a2i:t.b2j,b=\"a\"===v?r:i,w=\"a\"===v?i:r,T=\"a\"===v?e.a.length:e.b.length,k=\"a\"===v?e.b.length:e.a.length,A=Math.floor(\"a\"===v?t.b2j(w):t.a2i(w)),M=\"a\"===v?function(e){return t.evalxy([],e,A)}:function(e){return t.evalxy([],A,e)};x&&(s=Math.max(0,Math.min(k-2,A)),l=A-s,o=\"a\"===v?function(e,r){return t.dxydi([],e,s,r,l)}:function(e,r){return t.dxydj([],s,e,l,r)});var S=_(b[0]),E=_(b[1]),C=S<E?1:-1,L=1e-8*(E-S),I=C>0?Math.floor:Math.ceil,P=C>0?Math.ceil:Math.floor,z=C>0?Math.min:Math.max,O=C>0?Math.max:Math.min,D=I(S+L),R=P(E-L),F=[[h=M(S)]];for(a=D;a*C<R*C;a+=C)c=[],m=O(S,a),y=(g=z(E,a+C))-m,u=Math.max(0,Math.min(T-2,Math.floor(.5*(m+g)))),f=M(g),x&&(p=o(u,m-u),d=o(u,g-u),c.push([h[0]+p[0]/3*y,h[1]+p[1]/3*y]),c.push([f[0]-d[0]/3*y,f[1]-d[1]/3*y])),c.push(f),F.push(c),h=f;return F}},86961:function(t,e,r){\"use strict\";var n=r(80337),i=r(10229),a=r(25829),o=r(80712).descriptionWithDates,s=r(13582).overrideAll,l=r(94850).T,c=r(93049).extendFlat;t.exports={color:{valType:\"color\",editType:\"calc\"},smoothing:{valType:\"number\",dflt:1,min:0,max:1.3,editType:\"calc\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"calc\"},font:n({editType:\"calc\"}),offset:{valType:\"number\",dflt:10,editType:\"calc\"},editType:\"calc\"},type:{valType:\"enumerated\",values:[\"-\",\"linear\",\"date\",\"category\"],dflt:\"-\",editType:\"calc\"},autotypenumbers:a.autotypenumbers,autorange:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],dflt:!0,editType:\"calc\"},rangemode:{valType:\"enumerated\",values:[\"normal\",\"tozero\",\"nonnegative\"],dflt:\"normal\",editType:\"calc\"},range:{valType:\"info_array\",editType:\"calc\",items:[{valType:\"any\",editType:\"calc\"},{valType:\"any\",editType:\"calc\"}]},fixedrange:{valType:\"boolean\",dflt:!1,editType:\"calc\"},cheatertype:{valType:\"enumerated\",values:[\"index\",\"value\"],dflt:\"value\",editType:\"calc\"},tickmode:{valType:\"enumerated\",values:[\"linear\",\"array\"],dflt:\"array\",editType:\"calc\"},nticks:{valType:\"integer\",min:0,dflt:0,editType:\"calc\"},tickvals:{valType:\"data_array\",editType:\"calc\"},ticktext:{valType:\"data_array\",editType:\"calc\"},showticklabels:{valType:\"enumerated\",values:[\"start\",\"end\",\"both\",\"none\"],dflt:\"start\",editType:\"calc\"},labelalias:c({},a.labelalias,{editType:\"calc\"}),tickfont:n({editType:\"calc\"}),tickangle:{valType:\"angle\",dflt:\"auto\",editType:\"calc\"},tickprefix:{valType:\"string\",dflt:\"\",editType:\"calc\"},showtickprefix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},ticksuffix:{valType:\"string\",dflt:\"\",editType:\"calc\"},showticksuffix:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},showexponent:{valType:\"enumerated\",values:[\"all\",\"first\",\"last\",\"none\"],dflt:\"all\",editType:\"calc\"},exponentformat:{valType:\"enumerated\",values:[\"none\",\"e\",\"E\",\"power\",\"SI\",\"B\"],dflt:\"B\",editType:\"calc\"},minexponent:{valType:\"number\",dflt:3,min:0,editType:\"calc\"},separatethousands:{valType:\"boolean\",dflt:!1,editType:\"calc\"},tickformat:{valType:\"string\",dflt:\"\",editType:\"calc\",description:o(\"tick 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a=r[i],o=a[0],s=a[1],l=t[o];e.setOptions(s,\"setLayoutProperty\",l.layout),\"visible\"===l.layout.visibility&&e.setOptions(s,\"setPaintProperty\",l.paint)}},s._addLayers=function(t,e){for(var r=this.subplot,n=this.layerList,i=this.sourceId,a=0;a<n.length;a++){var o=n[a],s=o[0],l=t[s];r.addLayer({type:s,id:o[1],source:i,layout:l.layout,paint:l.paint},e)}},s._removeLayers=function(){for(var t=this.subplot.map,e=this.layerList,r=e.length-1;r>=0;r--)t.removeLayer(e[r][1])},s.dispose=function(){var t=this.subplot.map;this._removeLayers(),t.removeSource(this.sourceId)},t.exports=function(t,e){var r=e[0].trace,i=new o(t,r.uid),a=i.sourceId,s=n(e),l=i.below=t.belowLookup[\"trace-\"+r.uid];return t.map.addSource(a,{type:\"geojson\",data:s.geojson}),i._addLayers(s,l),e[0].trace._glTrace=i,i}},86227:function(t,e,r){\"use strict\";var n=r(92802),i=r(87163),a=r(3208).rb,o=r(9829),s=r(93049).extendFlat;t.exports=s({locations:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:s({},n.featureidkey,{}),below:{valType:\"string\",editType:\"plot\"},text:n.text,hovertext:n.hovertext,marker:{line:{color:s({},n.marker.line.color,{editType:\"plot\"}),width:s({},n.marker.line.width,{editType:\"plot\"}),editType:\"calc\"},opacity:s({},n.marker.opacity,{editType:\"plot\"}),editType:\"calc\"},selected:{marker:{opacity:s({},n.selected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:s({},n.unselected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},hoverinfo:n.hoverinfo,hovertemplate:a({},{keys:[\"properties\"]}),showlegend:s({},o.showlegend,{dflt:!1})},i(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},51335:function(t,e,r){\"use strict\";var 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P=L.selectAll(\"text\").data(I);function z(e,r,n,i){if(!e.match(\"s\")||n>=0==i>=0||r(n).slice(-1).match(b)||r(i).slice(-1).match(b))return r;var a=e.slice().replace(\"s\",\"f\").replace(/\\d+/,(function(t){return parseInt(t)-1})),o=k(t,{tickformat:a});return function(t){return Math.abs(t)<1?d.tickText(o,t).text:r(t)}}P.enter().append(\"text\"),P.attr(\"text-anchor\",(function(){return A})).attr(\"class\",(function(t){return t})).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),P.exit().remove();var O,D=m.mode+m.align;if(m._hasDelta&&(O=function(){var e=k(t,{tickformat:m.delta.valueformat},m._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=m.delta.suffix,s=m.delta.prefix,l=function(t){return m.delta.relative?t.relativeDelta:t.delta},c=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?m.delta.increasing.symbol:m.delta.decreasing.symbol)+s+e(t)+o},f=function(t){return 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U,V,q,H=j.select(\"path\");w(M)?(H.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){S&&S()})).each(\"interrupt\",(function(){S&&S()})).attrTween(\"d\",(U=N,V=C(r[0].lastY),q=C(r[0].y),function(){var t=i(V,q);return function(e){return U.endAngle(t(e))()}})),p._lastValue=r[0].y):H.attr(\"d\",\"number\"==typeof r[0].y?N.endAngle(C(r[0].y)):\"M0,0Z\"),H.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Z=b.selectAll(\"g.threshold-arc\").data(F);Z.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),Z.select(\"path\").call(I).call(T),Z.exit().remove();var 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r=\"slices.\"+t;a(r+\".show\")&&(a(r+\".fill\"),a(r+\".locations\"))})),a(\"spaceframe.show\")&&a(\"spaceframe.fill\"),a(\"surface.show\")&&(a(\"surface.count\"),a(\"surface.fill\"),a(\"surface.pattern\")),a(\"contour.show\")&&(a(\"contour.color\"),a(\"contour.width\")),[\"text\",\"hovertext\",\"hovertemplate\",\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lighting.vertexnormalsepsilon\",\"lighting.facenormalsepsilon\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"flatshading\",\"opacity\"].forEach((function(t){a(t)})),o(t,e,n,a,{prefix:\"\",cLetter:\"c\"}),e._length=null):e.visible=!1}t.exports={supplyDefaults:function(t,e,r,i){s(t,e,0,i,(function(r,i){return n.coerce(t,e,a,r,i)}))},supplyIsoDefaults:s}},75297:function(t,e,r){\"use 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n=r(87163),i=r(80712).axisHoverFormat,a=r(3208).rb,o=r(16131),s=r(9829),l=r(93049).extendFlat;t.exports=l({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=r(99098).gl_mesh3d,i=r(99098).delaunay_triangulate,a=r(99098).alpha_shape,o=r(99098).convex_hull,s=r(46998).parseColorScale,l=r(34809).isArrayOrTypedArray,c=r(55010),u=r(88856).extractOpts,h=r(88239);function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var p=f.prototype;function d(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=c(t[n]);return e}function m(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function g(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function y(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}p.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return l(r)&&void 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p={positions:f,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:c(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var v=u(t);this.color=\"#fff\";var x=t.intensitymode;p[x+\"Intensity\"]=t.intensity,p[x+\"IntensityBounds\"]=[v.min,v.max],p.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],p.vertexColors=d(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],p.cellColors=d(t.facecolor)):(this.color=t.color,p.meshColor=c(t.color));this.mesh.update(p)},p.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},t.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new 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r=a.getFromId(t,e.xaxis),i=a.getFromId(t,e.yaxis),s=function(t,e,r){var i=r._minDiff;if(!i){var a,s=t._fullData,l=[];for(i=1/0,a=0;a<s.length;a++){var c=s[a];if(\"ohlc\"===c.type&&!0===c.visible&&c.xaxis===e._id){l.push(c);var u=e.makeCalcdata(c,\"x\");c._origX=u;var h=o(r,e,\"x\",u).vals;c._xcalc=h;var f=n.distinctVals(h).minDiff;f&&isFinite(f)&&(i=Math.min(i,f))}}for(i===1/0&&(i=1),a=0;a<l.length;a++)l[a]._minDiff=i}return i*r.tickwidth}(t,r,e),u=e._minDiff;e._minDiff=null;var h=e._origX;e._origX=null;var f=e._xcalc;e._xcalc=null;var p=c(t,e,h,f,i,l);return e._extremes[r._id]=a.findExtremes(r,f,{vpad:u/2}),p.length?(n.extendFlat(p[0].t,{wHover:u/2,tickLen:s}),p):[{t:{empty:!0}}]},calcCommon:c}},22629:function(t,e,r){\"use strict\";var n=r(34809),i=r(28270),a=r(99669),o=r(86706);function s(t,e,r,n){r(n+\".line.color\"),r(n+\".line.width\",e.line.width),r(n+\".line.dash\",e.line.dash)}t.exports=function(t,e,r,l){function c(r,i){return 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T=a.getDistanceFunction(n,_,b,w);if(a.getClosest(l,T,t),!1===t.index)return null;var k=l[t.index];if(k.empty)return null;var A=u[k.dir],M=A.line.color;return o.opacity(M)&&A.line.width?t.color=M:t.color=A.fillcolor,t.x0=c.c2p(k.pos+m-y,!0),t.x1=c.c2p(k.pos+m+y,!0),t.xLabelVal=void 0!==k.orig_p?k.orig_p:k.pos,t.spikeDistance=w(k)*s/i,t.xSpike=c.c2p(k.pos,!0),t}function h(t,e,r,a){var o=t.cd,s=t.ya,l=o[0].trace,c=o[0].t,h=[],f=u(t,e,r,a);if(!f)return[];var p=o[f.index].hi||l.hoverinfo,d=p.split(\"+\");if(\"all\"!==p&&-1===d.indexOf(\"y\"))return[];for(var m=[\"high\",\"open\",\"close\",\"low\"],g={},y=0;y<m.length;y++){var v,x=m[y],_=l[x][f.index],b=s.c2p(_,!0);_ in g?(v=g[_]).yLabel+=\"<br>\"+c.labels[x]+n.hoverLabelText(s,_,l.yhoverformat):((v=i.extendFlat({},f)).y0=v.y1=b,v.yLabelVal=_,v.yLabel=c.labels[x]+n.hoverLabelText(s,_,l.yhoverformat),v.name=\"\",h.push(v),g[_]=v)}return h}function f(t,e,r,i){var a=t.cd,o=t.ya,l=a[0].trace,h=a[0].t,f=u(t,e,r,i);if(!f)return[];var p=a[f.index],d=f.index=p.i,m=p.dir;function g(t){return h.labels[t]+n.hoverLabelText(o,l[t][d],l.yhoverformat)}var y=p.hi||l.hoverinfo,v=y.split(\"+\"),x=\"all\"===y,_=x||-1!==v.indexOf(\"y\"),b=x||-1!==v.indexOf(\"text\"),w=_?[g(\"open\"),g(\"high\"),g(\"low\"),g(\"close\")+\" \"+c[m]]:[];return b&&s(p,l,w),f.extraText=w.join(\"<br>\"),f.y0=f.y1=o.c2p(p.yc,!0),[f]}t.exports={hoverPoints:function(t,e,r,n){return t.cd[0].trace.hoverlabel.split?h(t,e,r,n):f(t,e,r,n)},hoverSplit:h,hoverOnPoints:f}},12683:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"ohlc\",basePlotModule:r(37703),categories:[\"cartesian\",\"svg\",\"showLegend\"],meta:{},attributes:r(86706),supplyDefaults:r(22629),calc:r(95694).calc,plot:r(38956),style:r(57406),hoverPoints:r(93245).hoverPoints,selectPoints:r(49343)}},28270:function(t,e,r){\"use strict\";var n=r(33626),i=r(34809);t.exports=function(t,e,r,a){var 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r,n=t.cd,i=t.xaxis,a=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r<n.length;r++)n[r].selected=0;else for(r=0;r<n.length;r++){var l=n[r];e.contains([i.c2p(l.pos+s),a.c2p(l.yc)],null,l.i,t)?(o.push({pointNumber:l.i,x:i.c2d(l.pos),y:a.c2d(l.yc)}),l.selected=1):l.selected=0}return o}},57406:function(t,e,r){\"use strict\";var n=r(45568),i=r(62203),a=r(78766);t.exports=function(t,e,r){var o=r||n.select(t).selectAll(\"g.ohlclayer\").selectAll(\"g.trace\");o.style(\"opacity\",(function(t){return t[0].trace.opacity})),o.each((function(t){var e=t[0].trace;n.select(this).selectAll(\"path\").each((function(t){if(!t.empty){var r=e[t.dir].line;n.select(this).style(\"fill\",\"none\").call(a.stroke,r.color).call(i.dashLine,r.dash,r.width).style(\"opacity\",e.selectedpoints&&!t.selected?.3:1)}}))}))}},11660:function(t,e,r){\"use strict\";var 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n=r(71293).wrap,i=r(65477).hasColorscale,a=r(28379),o=r(48965),s=r(62203),l=r(34809),c=r(10721);function u(t,e,r){t.valueInds.push(e),t.count+=r}function h(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function f(t,e,r){t.valueInds.push(e),t.count+=r}t.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var p,d,m,g=r.map((function(t){var e;if(\"trace\"===t.categoryorder)e=null;else if(\"array\"===t.categoryorder)e=t.categoryarray;else{e=o(t.values);for(var r=!0,n=0;n<e.length;n++)if(!c(e[n])){r=!1;break}e.sort(r?l.sorterAsc:void 0),\"category descending\"===t.categoryorder&&(e=e.reverse())}return function(t,e){e=null==e?[]:e.map((function(t){return t}));var r={},n={},i=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var a=0;a<t.length;a++){var o,s=t[a];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),i.push(o)}var l=e.map((function(t){return 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k(t){t.on(\"mousemove\",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||v()})).call(i.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){w(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,v(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),_(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?_(t.parentNode,s):(s(),_(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}t.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e),n=r.slice();e.filter.set(n),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e,r){var i=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);i.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t,e,r){var i=r._context.staticPlot,a=t.selectAll(\".background\").data(o);a.enter().append(\"rect\").classed(\"background\",!0).call(d).call(m).style(\"pointer-events\",i?\"none\":\"auto\").attr(\"transform\",l(0,n.verticalPadding)),a.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var s=t.selectAll(\".highlight-shadow\").data(o);s.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",e).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),s.attr(\"y1\",(function(t){return t.height})).call(x);var c=t.selectAll(\".highlight\").data(o);c.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),c.attr(\"y1\",(function(t){return t.height})).call(x)}(i,e,r)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},79846:function(t,e,r){\"use strict\";t.exports={attributes:r(59549),supplyDefaults:r(12842),calc:r(20113),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:r(67207),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},67207:function(t,e,r){\"use strict\";var n=r(45568),i=r(4173).eV,a=r(58823),o=r(62972);e.name=\"parcoords\",e.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},e.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},e.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this,r=t.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":r,preserveAspectRatio:\"none\",x:0,y:0,width:t.style.width,height:t.style.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},20113:function(t,e,r){\"use strict\";var n=r(34809).isArrayOrTypedArray,i=r(88856),a=r(71293).wrap;t.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},77911:function(t){\"use strict\";t.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},12842:function(t,e,r){\"use strict\";var n=r(34809),i=r(65477).hasColorscale,a=r(39356),o=r(13792).N,s=r(59008),l=r(29714),c=r(59549),u=r(23245),h=r(77911).maxDimensionCount,f=r(63197);function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a(\"values\"),s=a(\"visible\");if(o&&o.length||(s=e.visible=!1),s){a(\"label\"),a(\"tickvals\"),a(\"ticktext\"),a(\"tickformat\");var h=a(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,i.layout),a(\"multiselect\");var f=a(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}t.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var m=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),g=function(t,e,r,o,s){var l=s(\"line.color\",r);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(m)&&m.length||(e.visible=!1),f(e,m,\"values\",g);var y=n.extendFlat({},l.font,{size:Math.round(l.font.size/1.2)});n.coerceFont(u,\"labelfont\",y),n.coerceFont(u,\"tickfont\",y,{autoShadowDflt:!0}),n.coerceFont(u,\"rangefont\",y),u(\"labelangle\"),u(\"labelside\"),u(\"unselected.line.color\"),u(\"unselected.line.opacity\")}},62935:function(t,e,r){\"use strict\";var n=r(34809).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},83910:function(t,e,r){\"use strict\";var n=r(79846);n.plot=r(58823),t.exports=n},1293:function(t,e,r){\"use strict\";var n=[\"precision highp float;\",\"\",\"varying vec4 fragColor;\",\"\",\"attribute vec4 p01_04, p05_08, p09_12, p13_16,\",\" p17_20, p21_24, p25_28, p29_32,\",\" p33_36, p37_40, p41_44, p45_48,\",\" p49_52, p53_56, p57_60, colors;\",\"\",\"uniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\",\" loA, hiA, loB, hiB, loC, hiC, loD, hiD;\",\"\",\"uniform vec2 resolution, viewBoxPos, viewBoxSize;\",\"uniform float maskHeight;\",\"uniform float drwLayer; // 0: context, 1: focus, 2: pick\",\"uniform vec4 contextColor;\",\"uniform sampler2D maskTexture, palette;\",\"\",\"bool isPick = (drwLayer > 1.5);\",\"bool isContext = (drwLayer < 0.5);\",\"\",\"const vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\",\"const vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\",\"\",\"float val(mat4 p, mat4 v) {\",\" return dot(matrixCompMult(p, v) * UNITS, UNITS);\",\"}\",\"\",\"float axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\",\" float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\",\" float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\",\" return y1 * (1.0 - ratio) + y2 * ratio;\",\"}\",\"\",\"int iMod(int a, int b) {\",\" return a - b * (a / b);\",\"}\",\"\",\"bool fOutside(float p, float lo, float hi) {\",\" return (lo < hi) && (lo > p || p > hi);\",\"}\",\"\",\"bool vOutside(vec4 p, vec4 lo, vec4 hi) {\",\" return (\",\" fOutside(p[0], lo[0], hi[0]) ||\",\" fOutside(p[1], lo[1], hi[1]) ||\",\" fOutside(p[2], lo[2], hi[2]) ||\",\" fOutside(p[3], lo[3], hi[3])\",\" );\",\"}\",\"\",\"bool mOutside(mat4 p, mat4 lo, mat4 hi) {\",\" return (\",\" vOutside(p[0], lo[0], hi[0]) ||\",\" vOutside(p[1], lo[1], hi[1]) ||\",\" vOutside(p[2], lo[2], hi[2]) ||\",\" vOutside(p[3], lo[3], hi[3])\",\" );\",\"}\",\"\",\"bool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\",\" return mOutside(A, loA, hiA) ||\",\" mOutside(B, loB, hiB) ||\",\" mOutside(C, loC, hiC) ||\",\" mOutside(D, loD, hiD);\",\"}\",\"\",\"bool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\",\" mat4 pnts[4];\",\" pnts[0] = A;\",\" pnts[1] = B;\",\" pnts[2] = C;\",\" pnts[3] = D;\",\"\",\" for(int i = 0; i < 4; ++i) {\",\" for(int j = 0; j < 4; ++j) {\",\" for(int k = 0; k < 4; ++k) {\",\" if(0 == iMod(\",\" int(255.0 * texture2D(maskTexture,\",\" vec2(\",\" (float(i * 2 + j / 2) + 0.5) / 8.0,\",\" (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\",\" ))[3]\",\" ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\",\" 2\",\" )) return true;\",\" }\",\" }\",\" }\",\" return false;\",\"}\",\"\",\"vec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\",\" float x = 0.5 * sign(v) + 0.5;\",\" float y = axisY(x, A, B, C, D);\",\" float z = 1.0 - abs(v);\",\"\",\" z += isContext ? 0.0 : 2.0 * float(\",\" outsideBoundingBox(A, B, C, D) ||\",\" outsideRasterMask(A, B, C, D)\",\" );\",\"\",\" return vec4(\",\" 2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\",\" z,\",\" 1.0\",\" );\",\"}\",\"\",\"void main() {\",\" mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\",\" mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\",\" mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\",\" mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\",\"\",\" float v = colors[3];\",\"\",\" gl_Position = position(isContext, v, A, B, C, D);\",\"\",\" fragColor =\",\" isContext ? vec4(contextColor) :\",\" isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\",\"}\"].join(\"\\n\"),i=[\"precision highp float;\",\"\",\"varying vec4 fragColor;\",\"\",\"void main() {\",\" gl_FragColor = fragColor;\",\"}\"].join(\"\\n\"),a=r(77911).maxDimensionCount,o=r(34809),s=1e-6,l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function f(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*c,a.offset=2*l*n,e(a),l*n+c<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function m(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*a+l];63===l&&0===o&&(c*=-1),n[i++]=c}return n}function g(t){var e=\"0\"+t;return e.substr(e.length-2)}function y(t){return t<a?\"p\"+g(t+1)+\"_\"+g(t+4):\"colors\"}function v(t,e,r,n,i,a,s,l,c,u,h,f,p,d){for(var m=[[],[]],g=0;g<64;g++)m[0][g]=g===i?1:0,m[1][g]=g===a?1:0;s*=d,l*=d,c*=d,u*=d;var y=t.lines.canvasOverdrag*d,v=t.domain,x=t.canvasWidth*d,_=t.canvasHeight*d,b=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return o.extendFlat({key:h,resolution:[x,_],viewBoxPos:[s+y,l],viewBoxSize:[c,u],i0:i,i1:a,dim0A:m[0].slice(0,16),dim0B:m[0].slice(16,32),dim0C:m[0].slice(32,48),dim0D:m[0].slice(48,64),dim1A:m[1].slice(0,16),dim1B:m[1].slice(16,32),dim1C:m[1].slice(32,48),dim1D:m[1].slice(48,64),drwLayer:f,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:s+y)+(b-y)+k*v.x[0],scissorWidth:(n===r?x-s+y:c+.5)+(n===e?s+y:0),scissorY:l+w+T*v.y[0],scissorHeight:u,viewportX:b-y+k*v.x[0],viewportY:w+T*v.y[0],viewportWidth:x,viewportHeight:_},p)}function x(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,l,g,_,b,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},C=function(t){for(var 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a=c[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[u[e]]._fullInput.uid];if(void 0===l[s]){var f=a.constraintrange;l[s]=f||null}var p=t._fullData[u[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[h[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,c[e].filter(a));l[e].sort(n),c[e].filter((function(t){return!a(t)})).sort((function(t){return c[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(c[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[h[e]]])}})}}).reglPrecompiled=o},55412:function(t,e,r){\"use strict\";var n=r(9829),i=r(13792).u,a=r(80337),o=r(10229),s=r(3208).rb,l=r(3208).ay,c=r(93049).extendFlat,u=r(94850).k,h=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:u,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},h,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},h,{}),outsidetextfont:c({},h,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},h,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(44122);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},44148:function(t,e,r){\"use strict\";var n=r(10721),i=r(65657),a=r(78766),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},m=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<f;r++){var v,x,_;if(p){if(v=h[r],!n(v))continue;v=+v}else v=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var b=d[x=String(x)];void 0===b?(d[x]=a.length,(_=-1!==l.indexOf(x))||(g+=v),a.push({v:v,label:x,color:m(u[r],x),i:r,pts:[r],hidden:_})):(y=!0,(i=a[b]).v+=v,i.pts.push(r),i.hidden||(g+=v),!1===i.color&&u[r]&&(i.color=m(u[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var h=i[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},46979:function(t,e,r){\"use strict\";var n=r(10721),i=r(34809),a=r(55412),o=r(13792).N,s=r(17550).handleText,l=r(34809).coercePattern;function c(t,e){var r=i.isArrayOrTypedArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function u(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:c,handleMarkerDefaults:u,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var h=c(l(\"labels\"),l(\"values\")),f=h.len;if(e._hasLabels=h.hasLabels,e._hasValues=h.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),f){e._length=f,u(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),m=l(\"texttemplate\");if(m||(p=l(\"textinfo\",i.isArrayOrTypedArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),m||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}else\"none\"===p&&l(\"textposition\",\"none\");o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var v=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},50568:function(t,e,r){\"use strict\";var n=r(36040).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},75067:function(t,e,r){\"use strict\";var n=r(62203),i=r(78766);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},37252:function(t,e,r){\"use strict\";var n=r(34809);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(n.isArrayOrTypedArray(t))for(var r=0;r<e.length;r++){var i=t[e[r]];if(i||0===i||\"\"===i)return i}},e.castOption=function(t,r){return n.isArrayOrTypedArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},49913:function(t,e,r){\"use strict\";t.exports={attributes:r(55412),supplyDefaults:r(46979).supplyDefaults,supplyLayoutDefaults:r(13464),layoutAttributes:r(4031),calc:r(44148).calc,crossTraceCalc:r(44148).crossTraceCalc,plot:r(35734).plot,style:r(140),styleOne:r(32891),moduleType:\"trace\",name:\"pie\",basePlotModule:r(96052),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},4031:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},13464:function(t,e,r){\"use strict\";var n=r(34809),i=r(4031);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},35734:function(t,e,r){\"use strict\";var n=r(45568),i=r(44122),a=r(32141),o=r(78766),s=r(62203),l=r(34809),c=l.strScale,u=l.strTranslate,h=r(30635),f=r(84102),p=f.recordMinTextSize,d=f.clearMinTextSize,m=r(56155).TEXTPAD,g=r(37252),y=r(50568),v=r(34809).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u=\"funnelarea\"===c.type;\"_hasHoverLabel\"in c||(c._hasHoverLabel=!1),\"_hasHoverEvent\"in c||(c._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,h=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var f=h.hoverinfo;if(Array.isArray(f)&&(f=a.castHoverinfo({hoverinfo:[g.castOption(f,t.pts)],_module:c._module},r,0)),\"all\"===f&&(f=\"label+text+value+percent+name\"),h.hovertemplate||\"none\"!==f&&\"skip\"!==f&&f){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),m=s+t.pxmid[1]*(1-p),v=r.separators,x=[];if(f&&-1!==f.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(h.hovertext||h.text,t.pts),f&&-1!==f.indexOf(\"text\")){var _=t.text;l.isValidTextValue(_)&&x.push(_)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,v),f&&-1!==f.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,v),f&&-1!==f.indexOf(\"percent\")&&x.push(t.percentLabel);var b=h.hoverlabel,w=b.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:m,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:m-p*i.r,_y1:u?s+t.BL[1]:m+p*i.r,text:x.join(\"<br>\"),name:h.hovertemplate||-1!==f.indexOf(\"name\")?h.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(b.bgcolor,t.pts)||t.color,borderColor:g.castOption(b.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(b.namelength,t.pts),textAlign:g.castOption(b.align,t.pts),hovertemplate:g.castOption(h.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,h)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,h)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function _(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size,s=g.castOption(t.insidetextfont.weight,e.pts)||g.castOption(t.textfont.weight,e.pts)||r.weight,l=g.castOption(t.insidetextfont.style,e.pts)||g.castOption(t.textfont.style,e.pts)||r.style,c=g.castOption(t.insidetextfont.variant,e.pts)||g.castOption(t.textfont.variant,e.pts)||r.variant,u=g.castOption(t.insidetextfont.textcase,e.pts)||g.castOption(t.textfont.textcase,e.pts)||r.textcase,h=g.castOption(t.insidetextfont.lineposition,e.pts)||g.castOption(t.textfont.lineposition,e.pts)||r.lineposition,f=g.castOption(t.insidetextfont.shadow,e.pts)||g.castOption(t.textfont.shadow,e.pts)||r.shadow;return{color:n||o.contrast(e.color),family:i,size:a,weight:s,style:l,variant:c,textcase:u,lineposition:h,shadow:f}}function b(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(h.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,m=[];if(!d){var g,y=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,m.push(a)}};if(h||f){for(g=4;g>=-4;g-=2)y(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+1),\"tan\")}if(h||p){for(g=4;g>=-4;g-=2)y(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+.5),\"rad\")}}if(s||d||h){var v=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/v,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||f)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,_=0,b=0;b<m.length;b++){var w=m[b].scale;if(_<w&&(_=w,x=b),!d&&_>=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function C(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function L(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=P(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c=t.r/(void 0===(l=t.trace.aspectratio)?1:l),u=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(u+=c,o.x-=(1+i)*c,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?u*=2:-1!==a.title.position.indexOf(\"right\")&&(u+=c,o.x+=(1+i)*c,s.tx-=t.titleBox.width/2),r=u/t.titleBox.width,n=I(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function I(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function P(t){var e,r=t.pull;if(!r)return 0;if(l.isArrayOrTypedArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function z(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=I(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+P(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=I(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?u=(c=r.r)/i.aspectratio:c=(u=r.r)*i.aspectratio,l=(c*=(1+i.baseratio)/2)*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===i.type&&(h/=(1+i.baseratio)/2,h/=i.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function O(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),m=n.separators;if(s=h?[e.label]:[],f){var y=g.getFirstFilled(i.text,e.pts);v(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,m)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var _=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),b=g.getFirstFilled(i.text,e.pts);(v(b)||\"\"===b)&&(_.text=b),e.text=l.texttemplateString(x,_,t._fullLayout._d3locale,_,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,f=a._size;d(\"pie\",a),b(e,t),z(e,f);var m=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),m=e[0],y=m.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=O(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=O(a,s),r.midangle=s,n=O(a,s+=l*r.v/2),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var b=[[[],[]],[[],[]]],T=!1;v.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,b[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var c=m.cx,u=m.cy,f=n.select(this),d=f.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),f.call(x,t,e),y.pull){var v=+g.castOption(y.pull,i.pts)||0;v>0&&(c+=v*i.pxmid[0],u+=v*i.pxmid[1])}i.cxFinal=c,i.cyFinal=u;var k=y.hole;if(i.v===m.vTotal){var A=\"M\"+(c+i.px0[0])+\",\"+(u+i.px0[1])+I(i.px0,i.pxmid,!0,1)+I(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(c+k*i.px0[0])+\",\"+(u+k*i.px0[1])+I(i.px0,i.pxmid,!1,k)+I(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=I(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(c+k*i.px1[0])+\",\"+(u+k*i.px1[1])+I(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+c+\",\"+u+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}D(t,i,m);var E=g.castOption(y.textposition,i.pts),L=f.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);L.enter().append(\"g\").classed(\"slicetext\",!0),L.exit().remove(),L.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),f=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size,weight:g.castOption(t.outsidetextfont.weight,e.pts)||g.castOption(t.textfont.weight,e.pts)||r.weight,style:g.castOption(t.outsidetextfont.style,e.pts)||g.castOption(t.textfont.style,e.pts)||r.style,variant:g.castOption(t.outsidetextfont.variant,e.pts)||g.castOption(t.textfont.variant,e.pts)||r.variant,textcase:g.castOption(t.outsidetextfont.textcase,e.pts)||g.castOption(t.textfont.textcase,e.pts)||r.textcase,lineposition:g.castOption(t.outsidetextfont.lineposition,e.pts)||g.castOption(t.textfont.lineposition,e.pts)||r.lineposition,shadow:g.castOption(t.outsidetextfont.shadow,e.pts)||g.castOption(t.textfont.shadow,e.pts)||r.shadow}}(y,i,a.font):_(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,f).call(h.convertToTspans,t);var d,v=s.bBox(r.node());if(\"outside\"===E)d=C(v,i);else if(d=w(v,i,m),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=C(v=s.bBox(r.node()),i)}var b=d.textPosAngle,k=void 0===b?i.pxmid:O(m.r,b);if(d.targetX=c+k[0]*d.rCenter+(d.x||0),d.targetY=u+k[1]*d.rCenter+(d.y||0),R(d,v),d.outside){var A=d.targetY;i.yLabelMin=A-v.height/2,i.yLabelMid=A,i.yLabelMax=A+v.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=f.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function I(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*m.r+\",\"+n*m.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(h.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(m):L(m,f),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),T&&function(t,e){var r,n,i,a,o,s,c,u,h,f,p,d,m;function y(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function x(t,r){r||(r={});var i,u,h,p,d=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),m=n?t.yLabelMin:t.yLabelMax,y=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),x=d-m;if(x*c>0&&(t.labelExtraY=x),l.isArrayOrTypedArray(e.pull))for(u=0;u<f.length;u++)(h=f[u])===t||(g.castOption(e.pull,t.pts)||0)>=(g.castOption(e.pull,h.pts)||0)||((t.pxmid[1]-h.pxmid[1])*c>0?(x=h.cyFinal+o(h.px0[1],h.px1[1])-m-t.labelExtraY)*c>0&&(t.labelExtraY+=x):(y+t.labelExtraY-v)*c>0&&(i=3*s*Math.abs(u-f.indexOf(t)),(p=h.cxFinal+a(h.px0[0],h.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=p)))}for(n=0;n<2;n++)for(i=n?y:v,o=n?Math.max:Math.min,c=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(u=t[n][r]).sort(i),h=t[1-n][r],f=h.concat(u),d=[],p=0;p<u.length;p++)void 0!==u[p].yLabelMid&&d.push(u[p]);for(m=!1,p=0;n&&p<h.length;p++)if(void 0!==h[p].yLabelMid){m=h[p];break}for(p=0;p<d.length;p++){var _=p&&d[p-1];m&&!p&&(_=m),x(d[p],_)}}}(b,y),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,l.setTransormAndDisplay(i,t.transform);var a=t.cxFinal+t.pxmid[0],s=\"M\"+a+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],h=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(h)?s+=\"l\"+h*t.pxmid[0]/t.pxmid[1]+\",\"+h+\"H\"+(a+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(h-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(v,y),T&&y.automargin){var A=s.bBox(d.node()),M=y.domain,S=f.w*(M.x[1]-M.x[0]),E=f.h*(M.y[1]-M.y[0]),I=(.5*S-m.r)/f.w,P=(.5*E-m.r)/f.h;i.autoMargin(t,\"pie.\"+y.uid+\".automargin\",{xl:M.x[0]-I,xr:M.x[1]+I,yb:M.y[0]-P,yt:M.y[1]+P,l:Math.max(m.cx-m.r-A.left,0),r:Math.max(A.right-(m.cx+m.r),0),b:Math.max(A.bottom-(m.cy+m.r),0),t:Math.max(m.cy-m.r-A.top,0),pad:5})}}))}));setTimeout((function(){m.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:_,positionTitleOutside:L,prerenderTitles:b,layoutAreas:z,attachFxHandlers:x,computeTransform:R}},140:function(t,e,r){\"use strict\";var n=r(45568),i=r(32891),a=r(84102).resizeText;t.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");a(t,e,\"pie\"),e.each((function(e){var r=e[0].trace,a=n.select(this);a.style({opacity:r.opacity}),a.selectAll(\"path.surface\").each((function(e){n.select(this).call(i,e,r,t)}))}))}},32891:function(t,e,r){\"use strict\";var n=r(78766),i=r(37252).castOption,a=r(75067);t.exports=function(t,e,r,o){var s=r.marker.line,l=i(s.color,e.pts)||n.defaultLine,c=i(s.width,e.pts)||0;t.call(a,e,r,o).style(\"stroke-width\",c).call(n.stroke,l)}},36961:function(t,e,r){\"use strict\";var n=r(36640);t.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},71593:function(t,e,r){\"use strict\";var n=r(99098).gl_pointcloud2d,i=r(34809).isArrayOrTypedArray,a=r(55010),o=r(32919).findExtremes,s=r(11539);function l(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var c=l.prototype;c.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:i(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},c.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=s(t,{})},c.updateFast=function(t){var e,r,n,i,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)i=n[2*l],s=n[2*l+1],i<d[0]&&(d[0]=i),i>d[2]&&(d[2]=i),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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r.update(e),r}},75526:function(t,e,r){\"use strict\";var n=r(34809),i=r(36961);t.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}a(\"x\"),a(\"y\"),a(\"xbounds\"),a(\"ybounds\"),t.xy&&t.xy instanceof Float32Array&&(e.xy=t.xy),t.indices&&t.indices instanceof Int32Array&&(e.indices=t.indices),a(\"text\"),a(\"marker.color\",r),a(\"marker.opacity\"),a(\"marker.blend\"),a(\"marker.sizemin\"),a(\"marker.sizemax\"),a(\"marker.border.color\",r),a(\"marker.border.arearatio\"),e._length=null}},15186:function(t,e,r){\"use strict\";[\"*pointcloud* trace is deprecated!\",\"Please consider switching to the *scattergl* trace type.\"].join(\" \"),t.exports={attributes:r(36961),supplyDefaults:r(75526),calc:r(37593),plot:r(71593),moduleType:\"trace\",name:\"pointcloud\",basePlotModule:r(24585),categories:[\"gl\",\"gl2d\",\"showLegend\"],meta:{}}},33795:function(t,e,r){\"use strict\";var 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a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(v,r,i),s.click(t,{target:!0})}}})}},90958:function(t,e,r){\"use strict\";var n=r(32702),i=r(88640).Dj,a=r(45568),o=r(62369),s=r(68735),l=r(21541),c=r(65657),u=r(78766),h=r(62203),f=r(34809),p=f.strTranslate,d=f.strRotate,m=r(71293),g=m.keyFun,y=m.repeat,v=m.unwrap,x=r(30635),_=r(33626),b=r(4530),w=b.CAP_SHIFT,T=b.LINE_SPACING;function k(t,e,r){var n,i=v(e),a=i.trace,u=a.domain,h=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,m={justify:o.sankeyJustify,left:o.sankeyLeft,right:o.sankeyRight,center:o.sankeyCenter}[a.node.align],g=t.width*(u.x[1]-u.x[0]),y=t.height*(u.y[1]-u.y[0]),x=i._nodes,_=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(h?[g,y]:[y,g]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodeAlign(m).nodes(x).links(_);var w,T,k,A=n();for(var M in n.nodePadding()<p&&f.warn(\"node.pad was reduced to 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l=0;for(T=0;T<r.sourceLinks.length;T++)l+=r.sourceLinks[T].value;for(T=0;T<r.sourceLinks.length;T++)(e=r.sourceLinks[T]).concentrationOut=e.value/l;var u=0;for(T=0;T<r.targetLinks.length;T++)u+=r.targetLinks[T].value;for(T=0;T<r.targetLinks.length;T++)(e=r.targetLinks[T]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(w=0;w<Math.min(a.node.x.length,a.node.y.length,A.nodes.length);w++)if(a.node.x[w]&&a.node.y[w]){var L=[a.node.x[w]*g,a.node.y[w]*y];A.nodes[w].x0=L[0]-d/2,A.nodes[w].x1=L[0]+d/2;var I=A.nodes[w].y1-A.nodes[w].y0;A.nodes[w].y0=L[1]-I/2,A.nodes[w].y1=L[1]+I/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(w=0;w<n.length;w++){var s=t[n[w].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(x=A.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return 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e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),tinyColorHoverHue:u.tinyRGB(i),tinyColorHoverAlpha:i.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 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\"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,f=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+c,d=\"C\"+s+\",\"+c+\" \"+l+\",\"+h+\" \"+a+\",\"+h,m=\"C\"+l+\",\"+f+\" \"+s+\",\"+u+\" \"+n+\",\"+u,g=e>0?\"L\"+(a+e)+\",\"+(h+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+f)+m+\"Z\"}}function S(t,e){var r=c(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=f.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function C(t){t.call(E)}function L(t,e){t.call(C),e.attr(\"d\",M())}function I(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function P(t){return t.link.width>1||t.linkLineWidth>0}function z(t){return p(t.translateX,t.translateY)+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function O(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(f.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),f.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=n.forceSimulation(a).alphaDecay(0).force(\"collide\",n.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(l.forceIterations)).force(\"constrain\",function(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/l.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,a),function(t,e,r,n,i){window.requestAnimationFrame((function a(){var o;for(o=0;o<l.forceTicksPerFrame;o++)r.forceLayouts[n].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),L(t.filter(B(r)),e),r.forceLayouts[n].alpha()>0)window.requestAnimationFrame(a);else{var s=r.node.originalX;r.node.x0=s-r.visibleWidth/2,r.node.x1=s+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=a.event.x,i=a.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),L(t.filter(B(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&R(t,i)}}));t.on(\".drag\",null).call(o)}function R(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}_.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}t.exports=function(t,e,r,n,i){var o=t._context.staticPlot,s=!1;f.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){s=!0}));var m=t._fullLayout._dragCover,_=r.filter((function(t){return v(t).trace.visible})).map(k.bind(null,n)),b=e.selectAll(\".\"+l.cn.sankey).data(_,g);b.exit().remove(),b.enter().append(\"g\").classed(l.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",o?\"none\":\"auto\").attr(\"transform\",z),b.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;f.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",o?\"none\":\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),b.transition().ease(l.ease).duration(l.duration).attr(\"transform\",z);var C=b.selectAll(\".\"+l.cn.sankeyLinks).data(y,g);C.enter().append(\"g\").classed(l.cn.sankeyLinks,!0).style(\"fill\",\"none\");var 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n=r(65477).hasColorscale,i=r(28379),a=r(64726);t.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},32660:function(t){\"use strict\";t.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},75603:function(t,e,r){\"use strict\";var n=r(26544),i=r(24782).setGroupPositions;function a(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete 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r.yLabel=c[1].toFixed(3),r}},59420:function(t,e,r){\"use strict\";var n=r(37255),i=r(34809).fillText;t.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,h=c-u;return s.x0=Math.max(Math.min(s.x0,h),u),s.x1=Math.max(Math.min(s.x1,h),u),o}var f=s.cd[s.index];s.a=f.a,s.b=f.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,m=p._module.formatLabels(f,p);s.yLabel=m.yLabel,delete s.text;var g=[];if(!p.hovertemplate){var y=(f.hi||p.hoverinfo).split(\"+\");-1!==y.indexOf(\"all\")&&(y=[\"a\",\"b\",\"text\"]),-1!==y.indexOf(\"a\")&&v(d.aaxis,f.a),-1!==y.indexOf(\"b\")&&v(d.baxis,f.b),g.push(\"y: \"+s.yLabel),-1!==y.indexOf(\"text\")&&i(f,p,g),s.extraText=g.join(\"<br>\")}return o}function v(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,g.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},56534:function(t,e,r){\"use 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n=r(3208).rb,i=r(3208).ay,a=r(19326),o=r(36640),s=r(9829),l=r(87163),c=r(94850).T,u=r(93049).extendFlat,h=r(13582).overrideAll,f=o.marker,p=o.line,d=f.line;t.exports=h({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=x(t,i)}return n}function k(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var A=m.SYMBOL_SDF_SIZE,M=m.SYMBOL_SIZE,S=m.SYMBOL_STROKE,E={},C=c.symbolFuncs[0](.05*M);function L(t,e){var r,n,a=t.mx;if(\"circle\"===a)return null;var o=c.symbolNumber(a),s=c.symbolFuncs[o%100],l=!!c.symbolNoDot[o%100],u=!!c.symbolNoFill[o%100],h=d.isDotSymbol(a);if(t.ma&&(a+=\"_\"+t.ma),E[a])return E[a];var f=c.getMarkerAngle(t,e);return r=h&&!l?s(1.1*M,f)+C:s(M,f),n=i(r,{w:A,h:A,viewBox:[-M,-M,M,M],stroke:u?S:-S}),E[a]=n,n||null}t.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return 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n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var c=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){c=!0;break}var u=c||n.length>m.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=u.getFromId(t,e.xaxis,\"x\"),c=u.getFromId(t,e.yaxis,\"y\"),h=r.length/2,f={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),c={x:0,y:1}[a],u={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*h),d=1/0,m=-1/0,g=0,y=0;g<h;g++,y+=4){var v=t[g];if(n(v)){var x=r[2*g+c],_=l(v,g),b=_[0],w=_[1];if(n(b)&&n(w)){var T=v-b,k=v+w;p[y+u[0]]=x-i.c2l(T),p[y+u[1]]=i.c2l(k)-x,p[y+u[2]]=0,p[y+u[3]]=0,d=Math.min(d,v-b),m=Math.max(m,v+w)}}}f[a]={positions:r,errors:p,_bnds:[d,m]}}}return p(i,l),p(a,c),f},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,c=r.align,u=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var h=n.sizes?n.sizes[i]:n.size,p=l(s)?s[i].size:s.size,d=l(c)?c.length>1?c[i]:c[0]:c,m=l(u)?u.length>1?u[i]:u[0]:u,g=y[d],v=y[m],x=h?h/.8+1:0,_=-v*x-.5*v;o.offset[i]=[g*x/p,_/p]}}return o}}},86590:function(t,e,r){\"use strict\";var n=r(34809),i=r(33626),a=r(4075),o=r(92089),s=r(32660),l=r(64726),c=r(99867),u=r(99669),h=r(24272),f=r(98168),p=r(54114),d=r(663);t.exports=function(t,e,r,m){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),v=l.isBubble(t),x=c(t,e,m,g);if(x){u(t,e,m,g),g(\"xhoverformat\"),g(\"yhoverformat\");var _=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",_),l.hasMarkers(e)&&(h(t,e,r,m,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||v?1:0)),l.hasLines(e)&&(g(\"connectgaps\"),f(t,e,r,m,g),g(\"line.shape\")),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,m,g,{noFontShadow:!0,noFontLineposition:!0,noFontTextcase:!0}));var b=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,b||w||r,{axis:\"y\"}),T(t,e,b||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},85686:function(t,e,r){\"use strict\";var n=r(34809),i=r(78766),a=r(20438).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},m=c.textUnselectedOptions[u]||{},g=n.extendFlat({},p);if(h.length||f.length){var y=d.color,v=m.color,x=p.color,_=n.isArrayOrTypedArray(x);for(g.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],g.color[r]=y||(_?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var b=_?x[r]:x;g.color[r]=v||(y?b:i.addOpacity(b,a))}}c.glText[u].update(g)}}},99185:function(t,e,r){\"use strict\";var n=r(15294);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},4075:function(t,e,r){\"use strict\";var n=r(29483);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},36544:function(t,e,r){\"use strict\";var n=r(33626),i=r(34809),a=r(11539);function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=i.isArrayOrTypedArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=i.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=i.isArrayOrTypedArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family,f.tw=Array.isArray(p.weight)?p.weight[h]:p.weight,f.ty=Array.isArray(p.style)?p.style[h]:p.style,f.tv=Array.isArray(p.variant)?p.variant[h]:p.variant);var d=o.marker;d&&(f.ms=i.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.ma=i.isArrayOrTypedArray(d.angle)?d.angle[h]:d.angle,f.mc=i.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var m=d&&d.line;m&&(f.mlc=Array.isArray(m.color)?m.color[h]:m.color,f.mlw=i.isArrayOrTypedArray(m.width)?m.width[h]:m.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(f.mgt=Array.isArray(g.type)?g.type[h]:g.type,f.mgc=Array.isArray(g.color)?g.color[h]:g.color);var y=s.c2p(f.x,!0),v=l.c2p(f.y,!0),x=f.mrc||1,_=o.hoverlabel;_&&(f.hbg=Array.isArray(_.bgcolor)?_.bgcolor[h]:_.bgcolor,f.hbc=Array.isArray(_.bordercolor)?_.bordercolor[h]:_.bordercolor,f.hts=i.isArrayOrTypedArray(_.font.size)?_.font.size[h]:_.font.size,f.htc=Array.isArray(_.font.color)?_.font.color[h]:_.font.color,f.htf=Array.isArray(_.font.family)?_.font.family[h]:_.font.family,f.hnl=i.isArrayOrTypedArray(_.namelength)?_.namelength[h]:_.namelength);var b=o.hoverinfo;b&&(f.hi=Array.isArray(b)?b[h]:b);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var T={};T[t.index]=f;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,f),x0:y-x,x1:y+x,xLabelVal:k?k[h]:f.x,y0:v-x,y1:v+x,yLabelVal:A?A[h]:f.y,cd:T,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?M.text=f.htx:f.tx?M.text=f.tx:o.text&&(M.text=o.text),i.fillText(f,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,h,f,p,d,m=t.cd,g=m[0].t,y=m[0].trace,v=t.xa,x=t.ya,_=g.x,b=g.y,w=v.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=v.p2c(w-k),M=v.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var C=k;if(\"x\"===n){var L=!!y.xperiodalignment,I=!!y.yperiodalignment;for(u=0;u<i.length;u++){if(l=_[a=i[u]],h=Math.abs(v.c2p(l)-w),L){var P=v.c2p(y._xStarts[a]),z=v.c2p(y._xEnds[a]);h=w>=Math.min(P,z)&&w<=Math.max(P,z)?0:1/0}if(h<C){if(C=h,c=b[a],f=x.c2p(c)-T,I){var O=x.c2p(y._yStarts[a]),D=x.c2p(y._yEnds[a]);f=T>=Math.min(O,D)&&T<=Math.max(O,D)?0:1/0}d=Math.sqrt(h*h+f*f),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=_[a=i[u]],c=b[a],h=v.c2p(l)-w,f=x.c2p(c)-T,(p=Math.sqrt(h*h+f*f))<C&&(C=d=p,s=a);return t.index=s,t.distance=C,t.dxy=d,void 0===s?[t]:[o(t,_,b,y)]},calcHover:o}},52378:function(t,e,r){\"use strict\";var n=r(68258);n.plot=r(47731),t.exports=n},47731:function(t,e,r){\"use strict\";var n=r(62172),i=r(49478),a=r(29978),o=r(74024),s=r(34809),l=r(70414).selectMode,c=r(22459),u=r(64726),h=r(17210),f=r(85686).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,c=i.r*n,u=i.t*n,h=i.w*n,f=i.h*n;return[s+e.domain[0]*h,l+r.domain[0]*f,a-c-(1-e.domain[1])*h,o-u-(1-r.domain[1])*f]}(t.exports=function(t,e,r){if(r.length){var m,g,y=t._fullLayout,v=e._scene,x=e.xaxis,_=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var b=v.count,w=y._glcanvas.data()[0].regl;if(h(t,e,r),v.dirty){if(!v.line2d&&!v.error2d||v.scatter2d||v.fill2d||v.glText||w.clear({}),!0===v.error2d&&(v.error2d=a(w)),!0===v.line2d&&(v.line2d=i(w)),!0===v.scatter2d&&(v.scatter2d=n(w)),!0===v.fill2d&&(v.fill2d=i(w)),!0===v.glText)for(v.glText=new Array(b),m=0;m<b;m++)v.glText[m]=new o(w);if(v.glText){if(b>v.glText.length){var T=b-v.glText.length;for(m=0;m<T;m++)v.glText.push(new o(w))}else if(b<v.glText.length){var k=v.glText.length-b;v.glText.splice(b,k).forEach((function(t){t.destroy()}))}for(m=0;m<b;m++)v.glText[m].update(v.textOptions[m])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var A=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(A)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var m=s._nexttrace;if(m){var g=v.lineOptions[e+1];if(g){var y=g.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],_=y[2*e+1];isNaN(x)||isNaN(_)||p.push(x,_)}t.fill=m.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var b=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<b.length;a+=2)(isNaN(b[a])||isNaN(b[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(b),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=y.dragmode,S=l(M),E=y.clickmode.indexOf(\"select\")>-1;for(m=0;m<b;m++){var C=r[m][0],L=C.trace,I=C.t,P=I.index,z=L._length,O=I.x,D=I.y;if(L.selectedpoints||S||E){if(S||(S=!0),L.selectedpoints){var R=v.selectBatch[P]=s.selIndices2selPoints(L),F={};for(g=0;g<R.length;g++)F[R[g]]=1;var B=[];for(g=0;g<z;g++)F[g]||B.push(g);v.unselectBatch[P]=B}var N=I.xpx=new Array(z),j=I.ypx=new Array(z);for(g=0;g<z;g++)N[g]=x.c2p(O[g]),j[g]=_.c2p(D[g])}else I.xpx=I.ypx=null}if(S){if(v.select2d||(v.select2d=n(y._glcanvas.data()[1].regl)),v.scatter2d){var U=new Array(b);for(m=0;m<b;m++)U[m]=v.selectBatch[m].length||v.unselectBatch[m].length?v.markerUnselectedOptions[m]:{};v.scatter2d.update(U)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&f(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var V={viewport:d(y,x,_,t._context.plotGlPixelRatio),range:[(x._rl||x.range)[0],(_._rl||_.range)[0],(x._rl||x.range)[1],(_._rl||_.range)[1]]},q=s.repeat(V,v.count);v.fill2d&&v.fill2d.update(q),v.line2d&&v.line2d.update(q),v.error2d&&v.error2d.update(q.concat(q)),v.scatter2d&&v.scatter2d.update(q),v.select2d&&v.select2d.update(q),v.glText&&v.glText.forEach((function(t){t.update(V)}))}else v.init()}}).reglPrecompiled=p},62336:function(t,e,r){\"use strict\";var n=r(34809);t.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),a&&r.lineOptions[h]&&a.draw(h),i&&(r.errorXOptions[h]&&i.draw(h),r.errorYOptions[h]&&i.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else 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n=r(3208).rb,i=r(3208).ay,a=r(19326),o=r(6893),s=r(36640),l=r(8257),c=r(9829),u=r(87163),h=r(93049).extendFlat,f=r(13582).overrideAll,p=r(8257),d=o.line,m=o.marker;t.exports=f({lon:o.lon,lat:o.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:h({},p.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:h({},m.opacity,{dflt:1})},mode:h({},s.mode,{dflt:\"markers\"}),text:h({},s.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:h({},s.hovertext,{}),line:{color:d.color,width:d.width},connectgaps:s.connectgaps,marker:h({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:m.opacity,size:m.size,sizeref:m.sizeref,sizemin:m.sizemin,sizemode:m.sizemode},u(\"marker\")),fill:o.fill,fillcolor:a(),textfont:l.layers.symbol.textfont,textposition:l.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:s.selected.marker},unselected:{marker:s.unselected.marker},hoverinfo:h({},c.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},13624:function(t){\"use 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r,a=e[0].trace,h=!0===a.visible&&0!==a._length,w=\"none\"!==a.fill,T=u.hasLines(a),k=u.hasMarkers(a),A=u.hasText(a),M=k&&\"circle\"===a.marker.symbol,S=k&&\"circle\"!==a.marker.symbol,E=a.cluster&&a.cluster.enabled,C=g(\"fill\"),L=g(\"line\"),I=g(\"circle\"),P=g(\"symbol\"),z={fill:C,line:L,circle:I,symbol:P};if(!h)return z;if((w||T)&&(r=o.calcTraceToLineCoords(e)),w&&(C.geojson=o.makePolygon(r),C.layout.visibility=\"visible\",i.extendFlat(C.paint,{\"fill-color\":a.fillcolor})),T&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),M){var O=function(t){var e,r,a,o,u=t[0].trace,h=u.marker,f=u.selectedpoints,p=i.isArrayOrTypedArray(h.color),d=i.isArrayOrTypedArray(h.size),m=i.isArrayOrTypedArray(h.opacity);function g(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(h):i.identity),d&&(a=c(u)),m&&(o=function(t){return 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k=_[e].properties;y.selectedOpacityFn&&(k.mo=g(y.selectedOpacityFn(k))),y.selectedColorFn&&(k.mcc=y.selectedColorFn(k)),y.selectedSizeFn&&(k.mrc=y.selectedSizeFn(k))}return{geojson:{type:\"FeatureCollection\",features:_},mcc:p||y&&y.selectedColorFn?{type:\"identity\",property:\"mcc\"}:h.color,mrc:d||y&&y.selectedSizeFn?{type:\"identity\",property:\"mrc\"}:(v=h.size,v/2),mo:m||y&&y.selectedOpacityFn?{type:\"identity\",property:\"mo\"}:g(h.opacity)}}(e);I.geojson=O.geojson,I.layout.visibility=\"visible\",E&&(I.filter=[\"!\",[\"has\",\"point_count\"]],z.cluster={type:\"circle\",filter:[\"has\",\"point_count\"],layout:{visibility:\"visible\"},paint:{\"circle-color\":_(a.cluster.color,a.cluster.step),\"circle-radius\":_(a.cluster.size,a.cluster.step),\"circle-opacity\":_(a.cluster.opacity,a.cluster.step)}},z.clusterCount={type:\"symbol\",filter:[\"has\",\"point_count\"],paint:{},layout:{\"text-field\":\"{point_count_abbreviated}\",\"text-font\":b(a),\"text-size\":12}}),i.extendFlat(I.paint,{\"circle-color\":O.mcc,\"circle-radius\":O.mrc,\"circle-opacity\":O.mo})}if(M&&E&&(I.filter=[\"!\",[\"has\",\"point_count\"]]),(S||A)&&(P.geojson=function(t,e){for(var r=e._fullLayout,n=t[0].trace,a=n.marker||{},o=a.symbol,s=a.angle,l=\"circle\"!==o?y(o):v,c=\"auto\"!==s?y(s,!0):v,h=u.hasText(n)?y(n.text):v,f=[],g=0;g<t.length;g++){var _=t[g];if(!x(_.lonlat)){var b,w=n.texttemplate;if(w){var T=Array.isArray(w)?w[g]||\"\":w,k=n._module.formatLabels(_,n,r),A={};p(A,n,_.i);var M=n._meta||{};b=i.texttemplateString(T,k,r._d3locale,A,_,M)}else b=h(g);b&&(b=b.replace(d,\"\").replace(m,\"\\n\")),f.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:_.lonlat},properties:{symbol:l(g),angle:c(g),text:b}})}}return{type:\"FeatureCollection\",features:f}}(e,t),i.extendFlat(P.layout,{visibility:\"visible\",\"icon-image\":\"{symbol}-15\",\"text-field\":\"{text}\"}),S&&(i.extendFlat(P.layout,{\"icon-size\":a.marker.size/10}),\"angle\"in a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),A)){var D=(a.marker||{}).size,R=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":R.anchor,\"text-offset\":R.offset,\"text-font\":b(a)}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return z}},57387:function(t,e,r){\"use strict\";var n=r(34809),i=r(64726),a=r(24272),o=r(98168),s=r(663),l=r(54114),c=r(71388),u=r(13624).isSupportedFont;t.exports=function(t,e,r,h){function f(r,i){return n.coerce(t,e,c,r,i)}function p(r,i){return n.coerce2(t,e,c,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return e._length=a,a}(0,e,f);if(d){if(f(\"text\"),f(\"texttemplate\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),f(\"below\"),i.hasMarkers(e)){a(t,e,r,h,f,{noLine:!0,noAngle:!0}),f(\"marker.allowoverlap\"),f(\"marker.angle\");var m=e.marker;\"circle\"!==m.symbol&&(n.isArrayOrTypedArray(m.size)&&(m.size=m.size[0]),n.isArrayOrTypedArray(m.color)&&(m.color=m.color[0]))}i.hasLines(e)&&(o(t,e,r,h,f,{noDash:!0}),f(\"connectgaps\"));var g=p(\"cluster.maxzoom\"),y=p(\"cluster.step\"),v=p(\"cluster.color\",e.marker&&e.marker.color||r),x=p(\"cluster.size\"),_=p(\"cluster.opacity\");if(f(\"cluster.enabled\",!1!==g||!1!==y||!1!==v||!1!==x||!1!==_)||i.hasText(e)){var b=h.font.family;s(t,e,h,f,{noSelect:!0,noFontVariant:!0,noFontShadow:!0,noFontLineposition:!0,noFontTextcase:!0,font:{family:u(b)?b:\"Open Sans Regular\",weight:h.font.weight,style:h.font.style,size:h.font.size,color:h.font.color}})}f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)}else e.visible=!1}},58240:function(t){\"use strict\";t.exports=function(t,e){return t.lon=e.lon,t.lat=e.lat,t}},66762:function(t,e,r){\"use strict\";var n=r(29714);t.exports=function(t,e,r){var i={},a=r[e.subplot]._subplot.mockAxis,o=t.lonlat;return i.lonLabel=n.tickText(a,a.c2l(o[0]),!0).text,i.latLabel=n.tickText(a,a.c2l(o[1]),!0).text,i}},67275:function(t,e,r){\"use strict\";var n=r(32141),i=r(34809),a=r(11539),o=i.fillText,s=r(63821).BADNUM,l=r(8814).traceLayerPrefix;function c(t,e,r){if(!t.hovertemplate){var n=(e.hi||t.hoverinfo).split(\"+\"),i=-1!==n.indexOf(\"all\"),a=-1!==n.indexOf(\"lon\"),s=-1!==n.indexOf(\"lat\"),l=e.lonlat,c=[];return i||a&&s?c.push(\"(\"+u(l[1])+\", \"+u(l[0])+\")\"):a?c.push(r.lon+u(l[0])):s&&c.push(r.lat+u(l[1])),(i||-1!==n.indexOf(\"text\"))&&o(e,t,c),c.join(\"<br>\")}function u(t){return t+\"ยฐ\"}}t.exports={hoverPoints:function(t,e,r){var o=t.cd,u=o[0].trace,h=t.xa,f=t.ya,p=t.subplot,d=[],m=l+u.uid+\"-circle\",g=u.cluster&&u.cluster.enabled;if(g){var y=p.map.queryRenderedFeatures(null,{layers:[m]});d=y.map((function(t){return t.id}))}var v=360*(e>=0?Math.floor((e+180)/360):Math.ceil((e-180)/360)),x=e-v;if(n.getClosest(o,(function(t){var e=t.lonlat;if(e[0]===s)return 1/0;if(g&&-1===d.indexOf(t.i+1))return 1/0;var n=i.modHalf(e[0],360),a=e[1],o=p.project([n,a]),l=o.x-h.c2p([x,a]),c=o.y-f.c2p([n,r]),u=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(l*l+c*c)-u,1-3/u)}),t),!1!==t.index){var _=o[t.index],b=_.lonlat,w=[i.modHalf(b[0],360)+v,b[1]],T=h.c2p(w),k=f.c2p(w),A=_.mrc||1;t.x0=T-A,t.x1=T+A,t.y0=k-A,t.y1=k+A;var M={};M[u.subplot]={_subplot:p};var S=u._module.formatLabels(_,u,M);return t.lonLabel=S.lonLabel,t.latLabel=S.latLabel,t.color=a(u,_),t.extraText=c(u,_,o[0].t.labels),t.hovertemplate=u.hovertemplate,[t]}},getExtraText:c}},30929:function(t,e,r){\"use 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s(t,e,r,n){this.type=\"scattermap\",this.subplot=t,this.uid=e,this.clusterEnabled=r,this.isHidden=n,this.sourceIds={fill:\"source-\"+e+\"-fill\",line:\"source-\"+e+\"-line\",circle:\"source-\"+e+\"-circle\",symbol:\"source-\"+e+\"-symbol\",cluster:\"source-\"+e+\"-circle\",clusterCount:\"source-\"+e+\"-circle\"},this.layerIds={fill:a+e+\"-fill\",line:a+e+\"-line\",circle:a+e+\"-circle\",symbol:a+e+\"-symbol\",cluster:a+e+\"-cluster\",clusterCount:a+e+\"-cluster-count\"},this.below=null}var l=s.prototype;l.addSource=function(t,e,r){var i={type:\"geojson\",data:e.geojson};r&&r.enabled&&n.extendFlat(i,{cluster:!0,clusterMaxZoom:r.maxzoom});var a=this.subplot.map.getSource(this.sourceIds[t]);a?a.setData(e.geojson):this.subplot.map.addSource(this.sourceIds[t],i)},l.setSourceData=function(t,e){this.subplot.map.getSource(this.sourceIds[t]).setData(e.geojson)},l.addLayer=function(t,e,r){var n={type:e.type,id:this.layerIds[t],source:this.sourceIds[t],layout:e.layout,paint:e.paint};e.filter&&(n.filter=e.filter);for(var i,a=this.layerIds[t],o=this.subplot.getMapLayers(),s=0;s<o.length;s++)if(o[s].id===a){i=!0;break}i?(this.subplot.setOptions(a,\"setLayoutProperty\",n.layout),\"visible\"===n.layout.visibility&&this.subplot.setOptions(a,\"setPaintProperty\",n.paint)):this.subplot.addLayer(n,r)},l.update=function(t){var e=t[0].trace,r=this.subplot,n=r.map,a=i(r.gd,t),s=r.belowLookup[\"trace-\"+this.uid],l=!(!e.cluster||!e.cluster.enabled),c=!!this.clusterEnabled,u=this;function h(t){c?function(t){for(var e=o.cluster,r=e.length-1;r>=0;r--){var i=e[r];n.removeLayer(u.layerIds[i])}t||n.removeSource(u.sourceIds.circle)}(t):function(t){for(var e=o.nonCluster,r=e.length-1;r>=0;r--){var i=e[r];n.removeLayer(u.layerIds[i]),t||n.removeSource(u.sourceIds[i])}}(t)}function f(t){l?function(t){t||u.addSource(\"circle\",a.circle,e.cluster);for(var r=o.cluster,n=0;n<r.length;n++){var 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n=r(3208).rb,i=r(3208).ay,a=r(19326),o=r(6893),s=r(36640),l=r(67514),c=r(9829),u=r(87163),h=r(93049).extendFlat,f=r(13582).overrideAll,p=r(67514),d=o.line,m=o.marker;t.exports=f({lon:o.lon,lat:o.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:h({},p.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:h({},m.opacity,{dflt:1})},mode:h({},s.mode,{dflt:\"markers\"}),text:h({},s.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:h({},s.hovertext,{}),line:{color:d.color,width:d.width},connectgaps:s.connectgaps,marker:h({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:m.opacity,size:m.size,sizeref:m.sizeref,sizemin:m.sizemin,sizemode:m.sizemode},u(\"marker\")),fill:o.fill,fillcolor:a(),textfont:l.layers.symbol.textfont,textposition:l.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:s.selected.marker},unselected:{marker:s.unselected.marker},hoverinfo:h({},c.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},2795:function(t){\"use 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r,a=e[0].trace,h=!0===a.visible&&0!==a._length,w=\"none\"!==a.fill,T=u.hasLines(a),k=u.hasMarkers(a),A=u.hasText(a),M=k&&\"circle\"===a.marker.symbol,S=k&&\"circle\"!==a.marker.symbol,E=a.cluster&&a.cluster.enabled,C=g(\"fill\"),L=g(\"line\"),I=g(\"circle\"),P=g(\"symbol\"),z={fill:C,line:L,circle:I,symbol:P};if(!h)return z;if((w||T)&&(r=o.calcTraceToLineCoords(e)),w&&(C.geojson=o.makePolygon(r),C.layout.visibility=\"visible\",i.extendFlat(C.paint,{\"fill-color\":a.fillcolor})),T&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),M){var O=function(t){var e,r,a,o,u=t[0].trace,h=u.marker,f=u.selectedpoints,p=i.isArrayOrTypedArray(h.color),d=i.isArrayOrTypedArray(h.size),m=i.isArrayOrTypedArray(h.opacity);function g(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(h):i.identity),d&&(a=c(u)),m&&(o=function(t){return g(n(t)?+i.constrain(t,0,1):0)});var y,v,_=[];for(e=0;e<t.length;e++){var b=t[e],w=b.lonlat;if(!x(w)){var T={};r&&(T.mcc=b.mcc=r(b.mc)),a&&(T.mrc=b.mrc=a(b.ms)),o&&(T.mo=o(b.mo)),f&&(T.selected=b.selected||0),_.push({type:\"Feature\",id:e+1,geometry:{type:\"Point\",coordinates:w},properties:T})}}if(f)for(y=l.makeSelectedPointStyleFns(u),e=0;e<_.length;e++){var k=_[e].properties;y.selectedOpacityFn&&(k.mo=g(y.selectedOpacityFn(k))),y.selectedColorFn&&(k.mcc=y.selectedColorFn(k)),y.selectedSizeFn&&(k.mrc=y.selectedSizeFn(k))}return{geojson:{type:\"FeatureCollection\",features:_},mcc:p||y&&y.selectedColorFn?{type:\"identity\",property:\"mcc\"}:h.color,mrc:d||y&&y.selectedSizeFn?{type:\"identity\",property:\"mrc\"}:(v=h.size,v/2),mo:m||y&&y.selectedOpacityFn?{type:\"identity\",property:\"mo\"}:g(h.opacity)}}(e);I.geojson=O.geojson,I.layout.visibility=\"visible\",E&&(I.filter=[\"!\",[\"has\",\"point_count\"]],z.cluster={type:\"circle\",filter:[\"has\",\"point_count\"],layout:{visibility:\"visible\"},paint:{\"circle-color\":_(a.cluster.color,a.cluster.step),\"circle-radius\":_(a.cluster.size,a.cluster.step),\"circle-opacity\":_(a.cluster.opacity,a.cluster.step)}},z.clusterCount={type:\"symbol\",filter:[\"has\",\"point_count\"],paint:{},layout:{\"text-field\":\"{point_count_abbreviated}\",\"text-font\":b(a),\"text-size\":12}}),i.extendFlat(I.paint,{\"circle-color\":O.mcc,\"circle-radius\":O.mrc,\"circle-opacity\":O.mo})}if(M&&E&&(I.filter=[\"!\",[\"has\",\"point_count\"]]),(S||A)&&(P.geojson=function(t,e){for(var r=e._fullLayout,n=t[0].trace,a=n.marker||{},o=a.symbol,s=a.angle,l=\"circle\"!==o?y(o):v,c=\"auto\"!==s?y(s,!0):v,h=u.hasText(n)?y(n.text):v,f=[],g=0;g<t.length;g++){var _=t[g];if(!x(_.lonlat)){var b,w=n.texttemplate;if(w){var T=Array.isArray(w)?w[g]||\"\":w,k=n._module.formatLabels(_,n,r),A={};p(A,n,_.i);var M=n._meta||{};b=i.texttemplateString(T,k,r._d3locale,A,_,M)}else b=h(g);b&&(b=b.replace(d,\"\").replace(m,\"\\n\")),f.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:_.lonlat},properties:{symbol:l(g),angle:c(g),text:b}})}}return{type:\"FeatureCollection\",features:f}}(e,t),i.extendFlat(P.layout,{visibility:\"visible\",\"icon-image\":\"{symbol}-15\",\"text-field\":\"{text}\"}),S&&(i.extendFlat(P.layout,{\"icon-size\":a.marker.size/10}),\"angle\"in a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),A)){var D=(a.marker||{}).size,R=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":R.anchor,\"text-offset\":R.offset,\"text-font\":b(a)}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return z}},38302:function(t,e,r){\"use strict\";var n=r(34809),i=r(64726),a=r(24272),o=r(98168),s=r(663),l=r(54114),c=r(95833),u=r(2795).isSupportedFont;t.exports=function(t,e,r,h){function f(r,i){return n.coerce(t,e,c,r,i)}function p(r,i){return n.coerce2(t,e,c,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return e._length=a,a}(0,e,f);if(d){if(f(\"text\"),f(\"texttemplate\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),f(\"below\"),i.hasMarkers(e)){a(t,e,r,h,f,{noLine:!0,noAngle:!0}),f(\"marker.allowoverlap\"),f(\"marker.angle\");var m=e.marker;\"circle\"!==m.symbol&&(n.isArrayOrTypedArray(m.size)&&(m.size=m.size[0]),n.isArrayOrTypedArray(m.color)&&(m.color=m.color[0]))}i.hasLines(e)&&(o(t,e,r,h,f,{noDash:!0}),f(\"connectgaps\"));var g=p(\"cluster.maxzoom\"),y=p(\"cluster.step\"),v=p(\"cluster.color\",e.marker&&e.marker.color||r),x=p(\"cluster.size\"),_=p(\"cluster.opacity\");if(f(\"cluster.enabled\",!1!==g||!1!==y||!1!==v||!1!==x||!1!==_)||i.hasText(e)){var b=h.font.family;s(t,e,h,f,{noSelect:!0,noFontVariant:!0,noFontShadow:!0,noFontLineposition:!0,noFontTextcase:!0,font:{family:u(b)?b:\"Open Sans Regular\",weight:h.font.weight,style:h.font.style,size:h.font.size,color:h.font.color}})}f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)}else e.visible=!1}},68197:function(t){\"use strict\";t.exports=function(t,e){return t.lon=e.lon,t.lat=e.lat,t}},69009:function(t,e,r){\"use strict\";var n=r(29714);t.exports=function(t,e,r){var i={},a=r[e.subplot]._subplot.mockAxis,o=t.lonlat;return i.lonLabel=n.tickText(a,a.c2l(o[0]),!0).text,i.latLabel=n.tickText(a,a.c2l(o[1]),!0).text,i}},18016:function(t,e,r){\"use strict\";var n=r(32141),i=r(34809),a=r(11539),o=i.fillText,s=r(63821).BADNUM,l=r(44245).traceLayerPrefix;function c(t,e,r){if(!t.hovertemplate){var n=(e.hi||t.hoverinfo).split(\"+\"),i=-1!==n.indexOf(\"all\"),a=-1!==n.indexOf(\"lon\"),s=-1!==n.indexOf(\"lat\"),l=e.lonlat,c=[];return i||a&&s?c.push(\"(\"+u(l[1])+\", \"+u(l[0])+\")\"):a?c.push(r.lon+u(l[0])):s&&c.push(r.lat+u(l[1])),(i||-1!==n.indexOf(\"text\"))&&o(e,t,c),c.join(\"<br>\")}function u(t){return t+\"ยฐ\"}}t.exports={hoverPoints:function(t,e,r){var o=t.cd,u=o[0].trace,h=t.xa,f=t.ya,p=t.subplot,d=[],m=l+u.uid+\"-circle\",g=u.cluster&&u.cluster.enabled;if(g){var y=p.map.queryRenderedFeatures(null,{layers:[m]});d=y.map((function(t){return t.id}))}var v=360*(e>=0?Math.floor((e+180)/360):Math.ceil((e-180)/360)),x=e-v;if(n.getClosest(o,(function(t){var e=t.lonlat;if(e[0]===s)return 1/0;if(g&&-1===d.indexOf(t.i+1))return 1/0;var n=i.modHalf(e[0],360),a=e[1],o=p.project([n,a]),l=o.x-h.c2p([x,a]),c=o.y-f.c2p([n,r]),u=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(l*l+c*c)-u,1-3/u)}),t),!1!==t.index){var _=o[t.index],b=_.lonlat,w=[i.modHalf(b[0],360)+v,b[1]],T=h.c2p(w),k=f.c2p(w),A=_.mrc||1;t.x0=T-A,t.x1=T+A,t.y0=k-A,t.y1=k+A;var M={};M[u.subplot]={_subplot:p};var S=u._module.formatLabels(_,u,M);return t.lonLabel=S.lonLabel,t.latLabel=S.latLabel,t.color=a(u,_),t.extraText=c(u,_,o[0].t.labels),t.hovertemplate=u.hovertemplate,[t]}},getExtraText:c}},83866:function(t,e,r){\"use strict\";[\"*scattermapbox* trace is deprecated!\",\"Please consider switching to the *scattermap* trace type and `map` subplots.\",\"Learn more at: https://plotly.com/javascript/maplibre-migration/\"].join(\" \"),t.exports={attributes:r(95833),supplyDefaults:r(38302),colorbar:r(21146),formatLabels:r(69009),calc:r(75649),plot:r(20691),hoverPoints:r(18016).hoverPoints,eventData:r(68197),selectPoints:r(60784),styleOnSelect:function(t,e){e&&e[0].trace._glTrace.update(e)},moduleType:\"trace\",name:\"scattermapbox\",basePlotModule:r(68192),categories:[\"mapbox\",\"gl\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},20691:function(t,e,r){\"use strict\";var n=r(34809),i=r(27009),a=r(44245).traceLayerPrefix,o={cluster:[\"cluster\",\"clusterCount\",\"circle\"],nonCluster:[\"fill\",\"line\",\"circle\",\"symbol\"]};function s(t,e,r,n){this.type=\"scattermapbox\",this.subplot=t,this.uid=e,this.clusterEnabled=r,this.isHidden=n,this.sourceIds={fill:\"source-\"+e+\"-fill\",line:\"source-\"+e+\"-line\",circle:\"source-\"+e+\"-circle\",symbol:\"source-\"+e+\"-symbol\",cluster:\"source-\"+e+\"-circle\",clusterCount:\"source-\"+e+\"-circle\"},this.layerIds={fill:a+e+\"-fill\",line:a+e+\"-line\",circle:a+e+\"-circle\",symbol:a+e+\"-symbol\",cluster:a+e+\"-cluster\",clusterCount:a+e+\"-cluster-count\"},this.below=null}var l=s.prototype;l.addSource=function(t,e,r){var i={type:\"geojson\",data:e.geojson};r&&r.enabled&&n.extendFlat(i,{cluster:!0,clusterMaxZoom:r.maxzoom});var a=this.subplot.map.getSource(this.sourceIds[t]);a?a.setData(e.geojson):this.subplot.map.addSource(this.sourceIds[t],i)},l.setSourceData=function(t,e){this.subplot.map.getSource(this.sourceIds[t]).setData(e.geojson)},l.addLayer=function(t,e,r){var 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T=0;T<x.length;T++)e.contains([y[T],v[T]],null,T,t)?(p.push({pointNumber:T,x:x[T],y:_[T]}),i(b,T)):-1!==b.indexOf(T)?i(b,T):w.push(T);var k=c.matrixOptions;return b.length||w.length?c.selectBatch.length||c.unselectBatch.length||c.matrix.update(c.unselectedOptions,n.extendFlat({},k,c.selectedOptions,c.viewOpts)):c.matrix.update(k,null),c.selectBatch=b,c.unselectBatch=w,p}},14774:function(t,e,r){\"use strict\";var n=r(87163),i=r(80712).axisHoverFormat,a=r(3208).rb,o=r(42450),s=r(9829),l=r(93049).extendFlat,c={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(c,n(\"\",{colorAttr:\"u/v/w 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C=function(){v=0,M=[],S=[],E=[]};(!v||v<M.length*S.length*E.length)&&C();var L=function(t){return\"x\"===t?m:\"y\"===t?g:y},I=function(t){return\"x\"===t?M:\"y\"===t?S:E},P=function(t){return t[v-1]<t[0]?-1:1},z=L(A[1]),O=L(A[3]),D=L(A[5]),R=I(A[1]).length,F=I(A[3]).length,B=I(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=P(L(A[1])),V=P(L(A[3])),q=P(L(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var H=j(e,r,i),G=j(e,r,i+1),Z=j(e,r+1,i),W=j(e+1,r,i);if(z[H]*U<z[G]*U&&O[H]*V<O[Z]*V&&D[H]*q<D[W]*q||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[u];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var v=o[u];r.yMax=Math.max(r.yMax,v),r.yMin=Math.min(r.yMin,v);var x=l[u];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=c,e._normMax=h,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},49280:function(t,e,r){\"use strict\";var n=r(99098).gl_streamtube3d,i=n.createTubeMesh,a=r(34809),o=r(46998).parseColorScale,s=r(88856).extractOpts,l=r(88239),c={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var h=u.prototype;function f(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,h={};function d(t,e){var n=r[e],o=i[c[e]];return a.simpleMap(t,(function(t){return 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P.lightPosition=[O.x,O.y,O.z],P.ambient=e.lighting.ambient,P.diffuse=e.lighting.diffuse,P.specular=e.lighting.specular,P.roughness=e.lighting.roughness,P.fresnel=e.lighting.fresnel,P.opacity=e.opacity,e._pad=P.tubeScale*e.sizeref*2,P}h.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[c[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],\"xaxis\"),n(i[1],\"yaxis\"),n(i[2],\"zaxis\"),n(a[0],\"xaxis\"),n(a[1],\"yaxis\"),n(a[2],\"zaxis\"),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},h.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},t.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new u(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},52737:function(t,e,r){\"use 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n=r(9829),i=r(3208).rb,a=r(3208).ay,o=r(87163),s=r(13792).u,l=r(55412),c=r(2032),u=r(93049).extendFlat,h=r(94850).k;t.exports={labels:{valType:\"data_array\",editType:\"calc\"},parents:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},branchvalues:{valType:\"enumerated\",values:[\"remainder\",\"total\"],dflt:\"remainder\",editType:\"calc\"},count:{valType:\"flaglist\",flags:[\"branches\",\"leaves\"],dflt:\"leaves\",editType:\"calc\"},level:{valType:\"any\",editType:\"plot\",anim:!0},maxdepth:{valType:\"integer\",editType:\"plot\",dflt:-1},marker:u({colors:{valType:\"data_array\",editType:\"calc\"},line:{color:u({},l.marker.line.color,{dflt:null}),width:u({},l.marker.line.width,{dflt:1}),editType:\"calc\"},pattern:h,editType:\"calc\"},o(\"marker\",{colorAttr:\"colors\",anim:!1})),leaf:{opacity:{valType:\"number\",editType:\"style\",min:0,max:1},editType:\"plot\"},text:l.text,textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"current 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s,l=_.getPtId(t.parent);T.each((function(t){if(_.getPtId(t)===l)return s=t}));var c,u=s.children;u.forEach((function(t,e){if(_.getPtId(t)===r)return c=e}));var h=u.length,f=a(s.x0,s.x1);e={rpx0:z,rpx1:z,x0:f(c/h),x1:f((c+1)/h)}}return a(n,e)}(t);return function(t){return Z(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():T.exit().remove(),T.order();var X=null;if(b&&R){var $=_.getPtId(R);T.each((function(t){null===X&&_.getPtId(t)===$&&(X=t.x1)}))}var J=T;function K(t){var e=t.parent,r=F[_.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}b&&(J=J.transition().each(\"end\",(function(){var e=n.select(this);_.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),J.each((function(i){var c=n.select(this),h=s.ensureSingle(c,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",f?\"none\":\"all\")}));i.rpx0=H(i.y0),i.rpx1=H(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),b?h.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[_.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:z,rpx1:z},s.extendFlat(e,K(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return Z(e(t))}})):h.attr(\"d\",Z),c.call(v,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(_.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),h.call(g,i,A,t);var p=s.ensureSingle(c,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,_.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=m(M,i,k),i.transform.targetX=W(i),i.transform.targetY=Y(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,u(A.type,r,y),s.getTextTransform(r)};b?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[_.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,K(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),c=a(e.x0,t.x0),h=a(e.x1,t.x1),f=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,m=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=c(t),i=h(t),a=function(t){return m(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return u(A.type,n,y),{transform:{targetX:W(s),targetY:Y(s),scale:f(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,u=!s.uniformtext.mode&&_.hasTransition(r);h(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),u?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){b(t,e,this,r)}))}))):(a.each((function(e){b(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),c&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,c=n[0],u=t.data.data,h=c.hierarchy,f=_.isHierarchyRoot(t),p=_.getParent(h,t),d=_.getValue(t);if(!a){var m,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},v=[];if(y(\"label\")&&u.label&&v.push(u.label),u.hasOwnProperty(\"v\")&&y(\"value\")&&v.push(_.formatValue(u.v,l)),!f){y(\"current path\")&&v.push(_.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var b=x>1;if(x){var w,T=function(t){m=_.formatPercent(w,l),b&&(m+=\" of \"+t),v.push(m)};y(\"percent parent\")&&!f&&(w=d/_.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/_.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/_.getValue(h),T(\"root\"))}}return y(\"text\")&&(m=s.castOption(r,u.i,\"text\"),s.isValidTextValue(m)&&v.push(m)),v.join(\"<br>\")}var k=s.castOption(r,u.i,\"texttemplate\");if(!k)return\"\";var A={};u.label&&(A.label=u.label),u.hasOwnProperty(\"v\")&&(A.value=u.v,A.valueLabel=_.formatValue(u.v,l)),A.currentPath=_.getPath(t.data),f||(A.percentParent=d/_.getValue(p),A.percentParentLabel=_.formatPercent(A.percentParent,l),A.parent=_.getPtLabel(p)),A.percentEntry=d/_.getValue(e),A.percentEntryLabel=_.formatPercent(A.percentEntry,l),A.entry=_.getPtLabel(e),A.percentRoot=d/_.getValue(h),A.percentRootLabel=_.formatPercent(A.percentRoot,l),A.root=_.getPtLabel(h),u.hasOwnProperty(\"color\")&&(A.color=u.color);var M=s.castOption(r,u.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},98972:function(t,e,r){\"use strict\";var n=r(45568),i=r(78766),a=r(34809),o=r(84102).resizeText,s=r(72043);function l(t,e,r,n){var o=e.data.data,l=!e.children,c=o.i,u=a.castOption(r,c,\"marker.line.color\")||i.defaultLine,h=a.castOption(r,c,\"marker.line.width\")||0;t.call(s,e,r,n).style(\"stroke-width\",h).call(i.stroke,u).style(\"opacity\",l?r.leaf.opacity:null)}t.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(e){var r=n.select(this),i=e[0].trace;r.style(\"opacity\",i.opacity),r.selectAll(\"path.surface\").each((function(e){n.select(this).call(l,e,i,t)}))}))},styleOne:l}},16131:function(t,e,r){\"use strict\";var n=r(78766),i=r(87163),a=r(80712).axisHoverFormat,o=r(3208).rb,s=r(9829),l=r(93049).extendFlat,c=r(13582).overrideAll;function u(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var h=t.exports=c(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or 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n=r(28379);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},27159:function(t,e,r){\"use strict\";var n=r(99098).gl_surface3d,i=r(99098).ndarray,a=r(99098).ndarray_linear_interpolate.d2,o=r(69295),s=r(78106),l=r(34809).isArrayOrTypedArray,c=r(46998).parseColorScale,u=r(55010),h=r(88856).extractOpts;function f(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=f.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){null!=t.dataCoordinate[a]&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var o=this.data.hovertext||this.data.text;return l(o)&&o[i]&&void 0!==o[i][n]?t.textLabel=o[i][n]:t.textLabel=o||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return 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this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],h=8191&u,f=u>>>13,p=0|o[1],d=8191&p,m=p>>>13,g=0|o[2],y=8191&g,v=g>>>13,x=0|o[3],_=8191&x,b=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],C=8191&E,L=E>>>13,I=0|o[7],P=8191&I,z=I>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Z=0|s[2],W=8191&Z,Y=Z>>>13,X=0|s[3],$=8191&X,J=X>>>13,K=0|s[4],Q=8191&K,tt=K>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ht=8191&ut,ft=ut>>>13,pt=0|s[9],dt=8191&pt,mt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(c+(n=Math.imul(h,U))|0)+((8191&(i=(i=Math.imul(h,V))+Math.imul(f,U)|0))<<13)|0;c=((a=Math.imul(f,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(m,U)|0,a=Math.imul(m,V);var yt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(i=(i=i+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((a=a+Math.imul(f,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(v,U)|0,a=Math.imul(v,V),n=n+Math.imul(d,H)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(m,H)|0,a=a+Math.imul(m,G)|0;var vt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(i=(i=i+Math.imul(h,Y)|0)+Math.imul(f,W)|0))<<13)|0;c=((a=a+Math.imul(f,Y)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(_,U),i=(i=Math.imul(_,V))+Math.imul(b,U)|0,a=Math.imul(b,V),n=n+Math.imul(y,H)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(v,H)|0,a=a+Math.imul(v,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,Y)|0)+Math.imul(m,W)|0,a=a+Math.imul(m,Y)|0;var xt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(i=(i=i+Math.imul(h,J)|0)+Math.imul(f,$)|0))<<13)|0;c=((a=a+Math.imul(f,J)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(_,H)|0,i=(i=i+Math.imul(_,G)|0)+Math.imul(b,H)|0,a=a+Math.imul(b,G)|0,n=n+Math.imul(y,W)|0,i=(i=i+Math.imul(y,Y)|0)+Math.imul(v,W)|0,a=a+Math.imul(v,Y)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,J)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,J)|0;var _t=(c+(n=n+Math.imul(h,Q)|0)|0)+((8191&(i=(i=i+Math.imul(h,tt)|0)+Math.imul(f,Q)|0))<<13)|0;c=((a=a+Math.imul(f,tt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,H)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,H)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(_,W)|0,i=(i=i+Math.imul(_,Y)|0)+Math.imul(b,W)|0,a=a+Math.imul(b,Y)|0,n=n+Math.imul(y,$)|0,i=(i=i+Math.imul(y,J)|0)+Math.imul(v,$)|0,a=a+Math.imul(v,J)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0;var bt=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(i=(i=i+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((a=a+Math.imul(f,nt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(C,U),i=(i=Math.imul(C,V))+Math.imul(L,U)|0,a=Math.imul(L,V),n=n+Math.imul(M,H)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,H)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,Y)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,Y)|0,n=n+Math.imul(_,$)|0,i=(i=i+Math.imul(_,J)|0)+Math.imul(b,$)|0,a=a+Math.imul(b,J)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(h,at)|0)|0)+((8191&(i=(i=i+Math.imul(h,ot)|0)+Math.imul(f,at)|0))<<13)|0;c=((a=a+Math.imul(f,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(P,U),i=(i=Math.imul(P,V))+Math.imul(z,U)|0,a=Math.imul(z,V),n=n+Math.imul(C,H)|0,i=(i=i+Math.imul(C,G)|0)+Math.imul(L,H)|0,a=a+Math.imul(L,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,Y)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,Y)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,J)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,J)|0,n=n+Math.imul(_,Q)|0,i=(i=i+Math.imul(_,tt)|0)+Math.imul(b,Q)|0,a=a+Math.imul(b,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(i=(i=i+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((a=a+Math.imul(f,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(P,H)|0,i=(i=i+Math.imul(P,G)|0)+Math.imul(z,H)|0,a=a+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,i=(i=i+Math.imul(C,Y)|0)+Math.imul(L,W)|0,a=a+Math.imul(L,Y)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,J)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,J)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(_,rt)|0,i=(i=i+Math.imul(_,nt)|0)+Math.imul(b,rt)|0,a=a+Math.imul(b,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(i=(i=i+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((a=a+Math.imul(f,ft)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,H)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,H)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(P,W)|0,i=(i=i+Math.imul(P,Y)|0)+Math.imul(z,W)|0,a=a+Math.imul(z,Y)|0,n=n+Math.imul(C,$)|0,i=(i=i+Math.imul(C,J)|0)+Math.imul(L,$)|0,a=a+Math.imul(L,J)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(_,at)|0,i=(i=i+Math.imul(_,ot)|0)+Math.imul(b,at)|0,a=a+Math.imul(b,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ct)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ct)|0,n=n+Math.imul(d,ht)|0,i=(i=i+Math.imul(d,ft)|0)+Math.imul(m,ht)|0,a=a+Math.imul(m,ft)|0;var At=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(i=(i=i+Math.imul(h,mt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((a=a+Math.imul(f,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,H),i=(i=Math.imul(B,G))+Math.imul(N,H)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,Y)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,Y)|0,n=n+Math.imul(P,$)|0,i=(i=i+Math.imul(P,J)|0)+Math.imul(z,$)|0,a=a+Math.imul(z,J)|0,n=n+Math.imul(C,Q)|0,i=(i=i+Math.imul(C,tt)|0)+Math.imul(L,Q)|0,a=a+Math.imul(L,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(_,lt)|0,i=(i=i+Math.imul(_,ct)|0)+Math.imul(b,lt)|0,a=a+Math.imul(b,ct)|0,n=n+Math.imul(y,ht)|0,i=(i=i+Math.imul(y,ft)|0)+Math.imul(v,ht)|0,a=a+Math.imul(v,ft)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,Y))+Math.imul(N,W)|0,a=Math.imul(N,Y),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,J)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,J)|0,n=n+Math.imul(P,Q)|0,i=(i=i+Math.imul(P,tt)|0)+Math.imul(z,Q)|0,a=a+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,i=(i=i+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,a=a+Math.imul(L,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(_,ht)|0,i=(i=i+Math.imul(_,ft)|0)+Math.imul(b,ht)|0,a=a+Math.imul(b,ft)|0;var St=(c+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,mt)|0)+Math.imul(v,dt)|0))<<13)|0;c=((a=a+Math.imul(v,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,J))+Math.imul(N,$)|0,a=Math.imul(N,J),n=n+Math.imul(D,Q)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(P,rt)|0,i=(i=i+Math.imul(P,nt)|0)+Math.imul(z,rt)|0,a=a+Math.imul(z,nt)|0,n=n+Math.imul(C,at)|0,i=(i=i+Math.imul(C,ot)|0)+Math.imul(L,at)|0,a=a+Math.imul(L,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ht)|0,i=(i=i+Math.imul(T,ft)|0)+Math.imul(k,ht)|0,a=a+Math.imul(k,ft)|0;var Et=(c+(n=n+Math.imul(_,dt)|0)|0)+((8191&(i=(i=i+Math.imul(_,mt)|0)+Math.imul(b,dt)|0))<<13)|0;c=((a=a+Math.imul(b,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(P,at)|0,i=(i=i+Math.imul(P,ot)|0)+Math.imul(z,at)|0,a=a+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,i=(i=i+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,a=a+Math.imul(L,ct)|0,n=n+Math.imul(M,ht)|0,i=(i=i+Math.imul(M,ft)|0)+Math.imul(S,ht)|0,a=a+Math.imul(S,ft)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(P,lt)|0,i=(i=i+Math.imul(P,ct)|0)+Math.imul(z,lt)|0,a=a+Math.imul(z,ct)|0,n=n+Math.imul(C,ht)|0,i=(i=i+Math.imul(C,ft)|0)+Math.imul(L,ht)|0,a=a+Math.imul(L,ft)|0;var Lt=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(P,ht)|0,i=(i=i+Math.imul(P,ft)|0)+Math.imul(z,ht)|0,a=a+Math.imul(z,ft)|0;var It=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(i=(i=i+Math.imul(C,mt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((a=a+Math.imul(L,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,i=(i=i+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,a=a+Math.imul(R,ft)|0;var Pt=(c+(n=n+Math.imul(P,dt)|0)|0)+((8191&(i=(i=i+Math.imul(P,mt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((a=a+Math.imul(z,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,ht),i=(i=Math.imul(B,ft))+Math.imul(N,ht)|0,a=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=gt,l[1]=yt,l[2]=vt,l[3]=xt,l[4]=_t,l[5]=bt,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=It,l[16]=Pt,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),i+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],m=n[u+p],g=r[u+p+o],y=n[u+p+o],v=h*g-f*y;y=h*y+f*g,g=v,r[u+p]=d+g,n[u+p]=m+y,r[u+p+o]=d-g,n[u+p+o]=m-y,p!==s&&(v=l*h-c*f,f=l*f+c*h,h=v)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,h,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,a,n,i),this.conjugate(f,a,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),m(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var h=0|this.words[c];this.words[c]=u<<26-a|h>>>a,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[i.length+h])+(0|n.words[i.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(i,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(i,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(h)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function _(){v.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){v.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){v.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}v.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},v.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},v.prototype.split=function(t,e){t.iushrn(this.n,0,e)},v.prototype.imulK=function(t){return t.imul(this.k)},i(x,v),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(_,v),i(b,v),i(w,v),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new _;else if(\"p192\"===t)e=new b;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var h=this.pow(u,i),f=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var m=p,g=0;0!==m.cmp(s);g++)m=m.redSqr();n(g<d);var y=this.pow(h,new a(1).iushln(d-g-1));f=f.redMul(y),h=y.redSqr(),p=p.redMul(h),d=g}return f},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var h=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==h||0!==o?(o<<=1,o|=h,(4==++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},T.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new k(t)},i(k,T),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var 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if(f.right===s){if(!(d=p.left)||0!==d._color){p._color=0,p.right=f.left,f._color=1,f.left=p,l[h-2]=f,l[h-1]=s,i(p),i(f),h>=3&&((m=l[h-3]).right===p?m.right=f:m.left=f);break}f._color=1,p.left=n(1,d),p._color=0,h-=1}else{var d;if(!(d=p.left)||0!==d._color){var m;f.left=s.right,p._color=0,p.right=s.left,s._color=1,s.right=f,s.left=p,l[h-2]=s,l[h-1]=f,i(p),i(f),i(s),h>=3&&((m=l[h-3]).right===p?m.right=s:m.left=s);break}f._color=1,p.left=n(1,d),p._color=0,h-=1}}return l[0]._color=1,new a(o,l[0])},o.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return s(t,this.root);case 2:return l(e,this._compare,t,this.root);case 3:if(this._compare(e,r)>=0)return;return c(e,r,this._compare,t,this.root)}},Object.defineProperty(o,\"begin\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new u(this,t)}}),Object.defineProperty(o,\"end\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new u(this,t)}}),o.at=function(t){if(t<0)return new u(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t<e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new u(this,r);if(t-=1,!e.right)break;if(t>=e.right._count)break;e=e.right}return new u(this,[])},o.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new u(this,n)},o.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new u(this,n)},o.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new u(this,n)},o.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new u(this,n)},o.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new 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e(s._color,s.key,s.value,s.left,o[l+1],s._count);if((s=o[o.length-1]).left&&s.right){var c=o.length;for(s=s.left;s.right;)o.push(s),s=s.right;var u=o[c-1];for(o.push(new e(s._color,u.key,u.value,s.left,s.right,s._count)),o[c-1].key=s.key,o[c-1].value=s.value,l=o.length-2;l>=c;--l)s=o[l],o[l]=new e(s._color,s.key,s.value,s.left,o[l+1],s._count);o[c-1].left=o[c]}if(0===(s=o[o.length-1])._color){var h=o[o.length-2];for(h.left===s?h.left=null:h.right===s&&(h.right=null),o.pop(),l=0;l<o.length;++l)o[l]._count--;return new a(this.tree._compare,o[0])}if(s.left||s.right){for(s.left?f(s,s.left):s.right&&f(s,s.right),s._color=1,l=0;l<o.length-1;++l)o[l]._count--;return new a(this.tree._compare,o[0])}if(1===o.length)return new a(this.tree._compare,null);for(l=0;l<o.length;++l)o[l]._count--;var p=o[o.length-2];return function(t){for(var e,a,o,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((a=t[l-1]).left===e){if((o=a.right).right&&0===o.right._color)return s=(o=a.right=r(o)).right=r(o.right),a.right=o.left,o.left=a,o.right=s,o._color=a._color,e._color=1,a._color=1,s._color=1,i(a),i(o),l>1&&((c=t[l-2]).left===a?c.left=o:c.right=o),void(t[l-1]=o);if(o.left&&0===o.left._color)return s=(o=a.right=r(o)).left=r(o.left),a.right=s.left,o.left=s.right,s.left=a,s.right=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((c=t[l-2]).left===a?c.left=s:c.right=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.right=n(0,o));a.right=n(0,o);continue}o=r(o),a.right=o.left,o.left=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((c=t[l-2]).left===a?c.left=o:c.right=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((o=a.left).left&&0===o.left._color)return s=(o=a.left=r(o)).left=r(o.left),a.left=o.right,o.right=a,o.left=s,o._color=a._color,e._color=1,a._color=1,s._color=1,i(a),i(o),l>1&&((c=t[l-2]).right===a?c.right=o:c.left=o),void(t[l-1]=o);if(o.right&&0===o.right._color)return s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((c=t[l-2]).right===a?c.right=s:c.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var c;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((c=t[l-2]).right===a?c.right=o:c.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(h,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(h,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(h,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),h.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),h.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},h.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},3837:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new p(t);return r.update(e),r};var n=r(4935),i=r(501),a=r(5304),o=r(6429),s=r(6444),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=ArrayBuffer,u=DataView;function h(t){return Array.isArray(t)||function(t){return c.isView(t)&&!(t instanceof u)}(t)}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickFontStyle=[\"normal\",\"normal\",\"normal\"],this.tickFontWeight=[\"normal\",\"normal\",\"normal\"],this.tickFontVariant=[\"normal\",\"normal\",\"normal\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.labelFontStyle=[\"normal\",\"normal\",\"normal\"],this.labelFontWeight=[\"normal\",\"normal\",\"normal\"],this.labelFontVariant=[\"normal\",\"normal\",\"normal\"],this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var d=p.prototype;function m(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}d.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?h(a)&&h(a[0]):h(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(h(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var p=t.bounds,d=0;d<2;++d)for(var m=0;m<3;++m)p[d][m]!==this.bounds[d][m]&&(f=!0),this.bounds[d][m]=p[d][m];if(\"ticks\"in t)for(r=t.ticks,u=!0,this.autoTicks=!1,d=0;d<3;++d)this.tickSpacing[d]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(d=0;d<3;++d)r[d].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),l(\"tickFontStyle\")&&(u=!0),l(\"tickFontWeight\")&&(u=!0),l(\"tickFontVariant\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),l(\"labelFontStyle\")&&(g=!0),l(\"labelFontWeight\")&&(g=!0),l(\"labelFontVariant\")&&(g=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\");var y=[{family:this.labelFont[0],style:this.labelFontStyle[0],weight:this.labelFontWeight[0],variant:this.labelFontVariant[0]},{family:this.labelFont[1],style:this.labelFontStyle[1],weight:this.labelFontWeight[1],variant:this.labelFontVariant[1]},{family:this.labelFont[2],style:this.labelFontStyle[2],weight:this.labelFontWeight[2],variant:this.labelFontVariant[2]}],v=[{family:this.tickFont[0],style:this.tickFontStyle[0],weight:this.tickFontWeight[0],variant:this.tickFontVariant[0]},{family:this.tickFont[1],style:this.tickFontStyle[1],weight:this.tickFontWeight[1],variant:this.tickFontVariant[1]},{family:this.tickFont[2],style:this.tickFontStyle[2],weight:this.tickFontWeight[2],variant:this.tickFontVariant[2]}];this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,y,this.ticks,v):this._text=n(this.gl,this.bounds,this.labels,y,this.ticks,v),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var g=[new m,new m,new m];function y(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=a,f=s,p=o,d=l;c&1<<u&&(h=s,f=a,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var v=[0,0,0],x={model:l,view:l,projection:l,_ortho:!1};d.isOpaque=function(){return!0},d.isTransparent=function(){return!1},d.drawTransparent=function(t){};var _=[0,0,0],b=[0,0,0],w=[0,0,0];d.draw=function(t){t=t||x;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),u=c.cubeEdges,h=c.axis,p=n[12],d=n[13],m=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*p+i[7]*d+i[11]*m+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=u[A],this.lastCubeProps.axis[A]=h[A];var M=g;for(A=0;A<3;++A)y(g[A],A,this.bounds,u,h);e=this.gl;var S,E,C,L=v;for(A=0;A<3;++A)this.backgroundEnable[A]?L[A]=h[A]:L[A]=0;for(this._background.draw(r,n,i,a,L,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var I=[0,0,0];h[A]>0?I[A]=a[1][A]:I[A]=a[0][A];for(var P=0;P<2;++P){var z=(A+1+P)%3,O=(A+1+(1^P))%3;this.gridEnable[z]&&this._lines.drawGrid(z,O,this.bounds,I,this.gridColor[z],this.gridWidth[z]*this.pixelRatio)}for(P=0;P<2;++P)z=(A+1+P)%3,O=(A+1+(1^P))%3,this.zeroEnable[O]&&Math.min(a[0][O],a[1][O])<=0&&Math.max(a[0][O],a[1][O])>=0&&this._lines.drawZero(z,O,this.bounds,I,this.zeroLineColor[O],this.zeroLineWidth[O]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var D=f(_,M[A].primalMinor),R=f(b,M[A].mirrorMinor),F=this.lineTickLength;for(P=0;P<3;++P){var B=k/r[5*P];D[P]*=F[P]*B,R[P]*=F[P]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,D,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(C=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,q=f(w,M[A].primalOffset);for(P=0;P<3;++P)this.lineTickEnable[A]&&(q[P]+=k*U[P]*Math.max(this.lineTickLength[P],0)/r[5*P]);var H=[0,0,0];if(H[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),C=[0,0,0],j(A,U,V),P=0;P<3;++P)q[P]+=k*U[P]*this.tickPad[P]/r[5*P];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],q,this.tickColor[A],H,C,S)}if(this.labelEnable[A]){for(E=0,C=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),P=0;P<3;++P)q[P]+=k*U[P]*this.labelPad[P]/r[5*P];q[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],q,this.labelColor[A],[0,0,0],C,S)}}this._text.unbind()},d.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},5304:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var m=-1;m<=1;m+=2)h[u]=m,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var g=c;c=u,u=g}var y=n(t,new Float32Array(e)),v=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],v),_=a(t);return _.attributes.position.location=0,_.attributes.normal.location=1,new o(t,y,x,_)};var n=r(2762),i=r(8116),a=r(1879).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},6429:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var v=0,x=0;x<2;++x){u[2]=a[x][2];for(var _=0;_<2;++_){u[1]=a[_][1];for(var b=0;b<2;++b)u[0]=a[b][0],f(l[v],u,s),v+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,C=-1,L=0;L<2;++L){var I=(z=L<<A)+(L<<M)+(1-L<<S),P=z+(1-L<<M)+(L<<S);o(c[z],c[I],c[P],h)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<A);else{for(L=0;L<2;++L){I=(z=L<<A)+(L<<M)+(1-L<<S),P=z+(1-L<<M)+(L<<S);var z,O=d([l[z],l[I],l[P],l[z+(1<<M)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==D&&(F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==D&&N!==F&&(B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N))}var j=m;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,q=w;for(A=0;A<3;++A)V[A]=q&1<<A?-1:1;return y};var n=r(8828),i=r(6760),a=r(5202),o=r(3250),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,h=l[0]/l[3]-n,f=l[1]/l[3]-i;o+=Math.abs(c*f-u*h)}return o}var m=[1,1,1],g=[0,0,0],y={cubeEdges:m,axis:g}},501:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var m=+r[h][d].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}var g=o.length/3|0;s[h]=f,l[h]=g-f,f=o.length/3|0;for(var y=0;y<r[h].length;++y)m=+r[h][y].x,o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1);g=o.length/3|0,c[h]=f,u[h]=g-f}var v=n(t,new Float32Array(o)),x=i(t,[{buffer:v,type:t.FLOAT,size:3,stride:0,offset:0}]),_=a(t);return _.attributes.position.location=0,new p(t,v,x,_,l,s,u,c)};var n=r(2762),i=r(8116),a=r(1879).n,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=h(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=f(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=h(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=h(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=h(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=h(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=h(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=f(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=h(o);d[t]=1,this.shader.uniforms.majorAxis=d;var m=h(l);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=h(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=f(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=h(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1879:function(t,e,r){\"use strict\";var n=r(3236),i=r(9405),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n vec4 pp = projection * (view * (model * vec4(p, 1.0)));\\n return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n vec3 major = position.x * majorAxis;\\n vec3 minor = position.y * minorAxis;\\n\\n vec3 vPosition = major + minor + offset;\\n vec3 pPosition = project(vPosition);\\n vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n gl_FragColor = color;\\n}\"]);e.n=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n vec4 pp = projection * (view * (model * vec4(p, 1.0)));\\n return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n vec3 A = project(a);\\n vec3 B = project(b);\\n\\n return atan(\\n (B.y - A.y) * resolution.y,\\n (B.x - A.x) * resolution.x\\n );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio = alignOpt.y;\\nbool enableAlign = (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n return mod_angle((a < 0.0) ?\\n a + TWO_PI :\\n a\\n );\\n}\\n\\nfloat look_upwards(float a) {\\n float b = positive_angle(a);\\n return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n b - PI :\\n b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n // if ratio is set to 0.5 then it is 50%, 50%.\\n // when using a higher ratio e.g. 0.75 the result would\\n // likely be more horizontal than vertical.\\n\\n float b = positive_angle(a);\\n\\n return\\n (b < ( ratio) * HALF_PI) ? 0.0 :\\n (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n 0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n float b = positive_angle(a);\\n float div = TWO_PI / float(n);\\n float c = roundTo(b, div);\\n return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n return\\n (option > 2) ? look_round_n_directions(rawAngle + delta, option) : // option 3-n: round to n directions\\n (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n (option == 1) ? rawAngle + delta : // use free angle, and flip to align with one direction of the axis\\n (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n (option ==-1) ? 0.0 : // useful for backward compatibility, all texts remains horizontal\\n rawAngle; // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n (axis.y == 0.0) &&\\n (axis.z == 0.0);\\n\\nvoid main() {\\n //Compute world offset\\n float axisDistance = position.z;\\n vec3 dataPosition = axisDistance * axis + offset;\\n\\n float beta = angle; // i.e. user defined attributes for each tick\\n\\n float axisAngle;\\n float clipAngle;\\n float flip;\\n\\n if (enableAlign) {\\n axisAngle = (isAxisTitle) ? HALF_PI :\\n computeViewAngle(dataPosition, dataPosition + axis);\\n clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n beta += applyAlignOption(clipAngle, flip * PI);\\n }\\n\\n //Compute plane offset\\n vec2 planeCoord = position.xy * pixelScale;\\n\\n mat2 planeXform = scale * mat2(\\n cos(beta), sin(beta),\\n -sin(beta), cos(beta)\\n );\\n\\n vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n //Compute clip position\\n vec3 clipPosition = project(dataPosition);\\n\\n //Apply text offset in clip coordinates\\n clipPosition += vec3(viewOffset, 0.0);\\n\\n //Done\\n gl_Position = vec4(clipPosition, 1.0);\\n}\\n\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n gl_FragColor = color;\\n}\"]);e.Q=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n vec3 realNormal = signAxis * normal;\\n\\n if(dot(realNormal, enable) > 0.0) {\\n vec3 minRange = min(bounds[0], bounds[1]);\\n vec3 maxRange = max(bounds[0], bounds[1]);\\n vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n gl_Position = projection * (view * (model * vec4(nPosition, 1.0)));\\n } else {\\n gl_Position = vec4(0,0,0,0);\\n }\\n\\n colorChannel = abs(realNormal);\\n}\\n\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n gl_FragColor = colorChannel.x * colors[0] +\\n colorChannel.y * colors[1] +\\n colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},4935:function(t,e,r){\"use strict\";t.exports=function(t,e,r,i,o,l){var c=n(t),h=a(t,[{buffer:c,size:3}]),f=s(t);f.attributes.position.location=0;var p=new u(t,f,c,h);return p.update(e,r,i,o,l),p};var n=r(2762),a=r(8116),o=r(4359),s=r(1879).Q,l=window||i.global||{},c=l.__TEXT_CACHE||{};function u(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var h=u.prototype,f=[0,0];h.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},h.unbind=function(){this.vao.unbind()},h.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=[r.style,r.weight,r.variant,r.family].join(\"_\"),u=c[l];u||(u=c[l]={});var h=u[e];h||(h=u[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r.family,fontStyle:r.style,fontWeight:r.weight,fontVariant:r.variant,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,p=h.positions,d=h.cells,m=0,g=d.length;m<g;++m)for(var y=d[m],v=2;v>=0;--v){var x=p[y[v]];a.push(f*x[0],-f*x[1],t)}}for(var l=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(a.length/3|0)-h[d],l[d]=a.length/3|0;for(var m=0;m<n[d].length;++m)if(n[d][m].text){var g={family:n[d][m].font||i[d].family,style:i[d].fontStyle||i[d].style,weight:i[d].fontWeight||i[d].weight,variant:i[d].fontVariant||i[d].variant};s(n[d][m].x,n[d][m].text,g,n[d][m].fontSize||12,1.25,p)}u[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=u,this.labelOffset=h,this.labelCount=f},h.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},h.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},h.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},6444:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),i){for(var h=\"\"+c;h.length<i;)h=\"0\"+h;return u+\".\"+h}return u}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},5445:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,h){var f=e.model||c,p=e.view||c,y=e.projection||c,v=e._ortho||!1,x=t.bounds,_=(h=h||a(f,p,y,x,v)).axis;o(u,p,f),o(u,y,u);for(var b=m,w=0;w<3;++w)b[w].lo=1/0,b[w].hi=-1/0,b[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(_[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[A]=x[C^w][A];for(var L=0;L<2;++L)S[M]=x[L^C^w][M],E.push(S.slice())}var I=v?5:4;for(C=I;C===I;++C){if(0===E.length)continue t;E=i.positive(E,T[C])}for(C=0;C<E.length;++C){M=E[C];var P=d(g,u,M,r,l);for(L=0;L<3;++L)b[L].lo=Math.min(b[L].lo,M[L]),b[L].hi=Math.max(b[L].hi,M[L]),L!==k&&(b[L].pixelsPerDataUnit=Math.min(b[L].pixelsPerDataUnit,Math.abs(P[L])))}}}}return b};var n=r(5033),i=r(5202),a=r(6429),o=r(6760),s=r(5665),l=r(5352),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function h(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var f=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=f,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,h=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+h*h)}return t}var m=[new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0)],g=[0,0,0]},2762:function(t,e,r){\"use strict\";var n=r(1888),i=r(5298),a=r(9618),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},6405:function(t,e,r){\"use strict\";var n=r(2931);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,m=[],g=1/0,y=!1,v=\"raw\"===t.coneSizemode,x=0;x<r.length;x++){var _=r[x];s=Math.min(_[0],s),l=Math.max(_[0],l),c=Math.min(_[1],c),u=Math.max(_[1],u),h=Math.min(_[2],h),f=Math.max(_[2],f);var b=i[x];if(n.length(b)>o&&(o=n.length(b)),x&&!v){var w=2*n.distance(p,_)/(n.length(d)+n.length(b));w?(g=Math.min(g,w),y=!1):y=!0}y||(p=_,d=b),m.push(b)}var T=[s,c,h],k=[l,u,f];e&&(e[0]=T,e[1]=k),0===o&&(o=1);var A=1/o;isFinite(g)||(g=1),a.vectorScale=g;var M=t.coneSize||(v?1:.5);t.absoluteConeSize&&(M=t.absoluteConeSize*A),a.coneScale=M,x=0;for(var S=0;x<r.length;x++)for(var E=(_=r[x])[0],C=_[1],L=_[2],I=m[x],P=n.length(I)*A,z=0;z<8;z++){a.positions.push([E,C,L,S++]),a.positions.push([E,C,L,S++]),a.positions.push([E,C,L,S++]),a.positions.push([E,C,L,S++]),a.positions.push([E,C,L,S++]),a.positions.push([E,C,L,S++]),a.vectors.push(I),a.vectors.push(I),a.vectors.push(I),a.vectors.push(I),a.vectors.push(I),a.vectors.push(I),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=r(614);t.exports.createMesh=r(9060),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},9060:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(8116),o=r(7766),s=r(6760),l=r(7608),c=r(9618),u=r(6729),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=i;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),m=Math.max(m,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),m=Math.max(m,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var v=n[g],x=0;x<3;++x)!isNaN(v[x])&&isFinite(v[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],v[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],v[x]));var _=0;t:for(g=0;g<r.length;++g){var b=r[g];if(3===b.length){for(x=0;x<3;++x){v=n[T=b[x]];for(var w=0;w<3;++w)if(isNaN(v[w])||!isFinite(v[w]))continue t}for(x=0;x<3;++x){var T;v=n[T=b[2-x]],a.push(v[0],v[1],v[2],v[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=f;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(m-d),0]:[(v[2]-d)/(m-d),0],l.push(A[0],A[1]),h.push(g)}_+=1}}this.triangleCount=_,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,i=t.projection||h,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:h.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);for(s(u,c.view,c.model),s(u,c.projection,u),l(u,u),o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,i=t.projection||h,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),u=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),h=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));h.generateMipmap(),h.minFilter=t.LINEAR_MIPMAP_LINEAR,h.magFilter=t.LINEAR;var p=i(t),d=i(t),m=i(t),g=i(t),y=i(t),v=new f(t,h,l,u,p,d,y,m,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return v.update(e),v}},614:function(t,e,r){var n=r(3236),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n // Return up-vector for only-z vector.\\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\\n // Assign z = 0, x = -b, y = a:\\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n return normalize(vec3(-v.y, v.x, 0.0));\\n } else {\\n return normalize(vec3(0.0, v.z, -v.y));\\n }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n// segment + 0 top vertex\\n// segment + 1 perimeter vertex a+1\\n// segment + 2 perimeter vertex a\\n// segment + 3 center base vertex\\n// segment + 4 perimeter vertex a\\n// segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n const float segmentCount = 8.0;\\n\\n float index = rawIndex - floor(rawIndex /\\n (segmentCount * 6.0)) *\\n (segmentCount * 6.0);\\n\\n float segment = floor(0.001 + index/6.0);\\n float segmentIndex = index - (segment*6.0);\\n\\n normal = -normalize(d);\\n\\n if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n return mix(vec3(0.0), -d, coneOffset);\\n }\\n\\n float nextAngle = (\\n (segmentIndex > 0.99 && segmentIndex < 1.01) ||\\n (segmentIndex > 4.99 && segmentIndex < 5.01)\\n ) ? 1.0 : 0.0;\\n float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n vec3 v2 = v1 - d;\\n\\n vec3 u = getOrthogonalVector(d);\\n vec3 v = normalize(cross(u, d));\\n\\n vec3 x = u * cos(angle) * length(d)*0.25;\\n vec3 y = v * sin(angle) * length(d)*0.25;\\n vec3 v3 = v2 + x + y;\\n if (segmentIndex < 3.0) {\\n vec3 tx = u * sin(angle);\\n vec3 ty = v * -cos(angle);\\n vec3 tangent = tx + ty;\\n normal = normalize(cross(v3 - v1, tangent));\\n }\\n\\n if (segmentIndex == 0.0) {\\n return mix(d, vec3(0.0), coneOffset);\\n }\\n return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n // Scale the vector magnitude to stay constant with\\n // model & view changes.\\n vec3 normal;\\n vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n //Lighting geometry parameters\\n vec4 cameraCoordinate = view * conePosition;\\n cameraCoordinate.xyz /= cameraCoordinate.w;\\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n // vec4 m_position = model * vec4(conePosition, 1.0);\\n vec4 t_position = view * conePosition;\\n gl_Position = projection * t_position;\\n\\n f_color = color;\\n f_data = conePosition.xyz;\\n f_position = position.xyz;\\n f_uv = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n float NdotH = max(x, 0.0001);\\n float cos2Alpha = NdotH * NdotH;\\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n float roughness2 = roughness * roughness;\\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n vec3 lightDirection,\\n vec3 viewDirection,\\n vec3 surfaceNormal,\\n float roughness,\\n float fresnel) {\\n\\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n //Half angle vector\\n vec3 H = normalize(lightDirection + viewDirection);\\n\\n //Geometric term\\n float NdotH = max(dot(surfaceNormal, H), 0.0);\\n float VdotH = max(dot(viewDirection, H), 0.000001);\\n float LdotH = max(dot(lightDirection, H), 0.000001);\\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n float G = min(1.0, min(G1, G2));\\n \\n //Distribution term\\n float D = beckmannDistribution(NdotH, roughness);\\n\\n //Fresnel term\\n float F = pow(1.0 - VdotN, fresnel);\\n\\n //Multiply terms and done\\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n vec3 N = normalize(f_normal);\\n vec3 L = normalize(f_lightDirection);\\n vec3 V = normalize(f_eyeDirection);\\n\\n if(gl_FrontFacing) {\\n N = -N;\\n }\\n\\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\\n\\n gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n // Return up-vector for only-z vector.\\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\\n // Assign z = 0, x = -b, y = a:\\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n return normalize(vec3(-v.y, v.x, 0.0));\\n } else {\\n return normalize(vec3(0.0, v.z, -v.y));\\n }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n// segment + 0 top vertex\\n// segment + 1 perimeter vertex a+1\\n// segment + 2 perimeter vertex a\\n// segment + 3 center base vertex\\n// segment + 4 perimeter vertex a\\n// segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n const float segmentCount = 8.0;\\n\\n float index = rawIndex - floor(rawIndex /\\n (segmentCount * 6.0)) *\\n (segmentCount * 6.0);\\n\\n float segment = floor(0.001 + index/6.0);\\n float segmentIndex = index - (segment*6.0);\\n\\n normal = -normalize(d);\\n\\n if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n return mix(vec3(0.0), -d, coneOffset);\\n }\\n\\n float nextAngle = (\\n (segmentIndex > 0.99 && segmentIndex < 1.01) ||\\n (segmentIndex > 4.99 && segmentIndex < 5.01)\\n ) ? 1.0 : 0.0;\\n float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n vec3 v2 = v1 - d;\\n\\n vec3 u = getOrthogonalVector(d);\\n vec3 v = normalize(cross(u, d));\\n\\n vec3 x = u * cos(angle) * length(d)*0.25;\\n vec3 y = v * sin(angle) * length(d)*0.25;\\n vec3 v3 = v2 + x + y;\\n if (segmentIndex < 3.0) {\\n vec3 tx = u * sin(angle);\\n vec3 ty = v * -cos(angle);\\n vec3 tangent = tx + ty;\\n normal = normalize(cross(v3 - v1, tangent));\\n }\\n\\n if (segmentIndex == 0.0) {\\n return mix(d, vec3(0.0), coneOffset);\\n }\\n return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n vec3 normal;\\n vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n gl_Position = projection * (view * conePosition);\\n f_id = id;\\n f_position = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},737:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},5171:function(t,e,r){var 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0.\\n ) discard;\\n\\n gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},2260:function(t,e,r){\"use strict\";var n=r(7766);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,c),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var 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Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var m=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return m._shape[0]},set:function(t){return m.width=t}},1:{get:function(){return m._shape[1]},set:function(t){return m.height=t}}}),this._shapeVector=g,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,m=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=f(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var v=r.getExtension(\"WEBGL_depth_texture\");v?d?t.depth=f(r,i,a,v.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=f(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var m=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),h(s)),u(n,a)}}Object.defineProperties(m,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),m.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},m.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},2992:function(t,e,r){var n=r(3387).sprintf,i=r(5171),a=r(1848),o=r(1085);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var m=parseInt(d.split(\":\")[2]);if(isNaN(m))throw new Error(n(\"Could not parse error: %s\",d));f[m]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((f[p+3]||f[p+2]||f[p+1])&&(c+=g[p]+\"\\n\",f[p+1])){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}return{long:c.trim(),short:u.trim()}}},2510:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new c(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(2478),i=r(7762),a=r(1888),o=r(9405),s=r(2762),l=r(6768);function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(a[0]-l[0])/h-1,t[7]=2*(a[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,h,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(c=y[0]=r[0],u=y[1]=o[0],h=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(c=y[0]=r[0]+(r[1]-r[0])/2,u=y[1]=o[0]+(o[1]-o[0])/2,h=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var v=1/(h-c),x=1/(p-u),_=e[0],b=e[1];this.shape=[_,b];var w=(l?(_-1)*(b-1):_*b)*(f.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?_-1:_,C=l?b-1:b,L=0;L<C;++L){var I,P;l?(I=x*(o[L]-u),P=x*(o[L+1]-u)):(I=L<b-1?x*(o[L]-(o[L+1]-o[L])/2-u):x*(o[L]-(o[L]-o[L-1])/2-u),P=L<b-1?x*(o[L]+(o[L+1]-o[L])/2-u):x*(o[L]+(o[L]-o[L-1])/2-u));for(var z=0;z<E;++z){var O,D;l?(O=v*(r[z]-c),D=v*(r[z+1]-c)):(O=z<_-1?v*(r[z]-(r[z+1]-r[z])/2-c):v*(r[z]-(r[z]-r[z-1])/2-c),D=z<_-1?v*(r[z]+(r[z+1]-r[z])/2-c):v*(r[z]+(r[z]-r[z-1])/2-c));for(var R=0;R<f.length;R+=2){var F,B,N,j,U=f[R],V=f[R+1],q=s[l?(L+V)*_+(z+U):L*_+z],H=n.le(d,q);if(H<0)F=m[0],B=m[1],N=m[2],j=m[3];else if(H===g-1)F=m[4*g-4],B=m[4*g-3],N=m[4*g-2],j=m[4*g-1];else{var G=(q-d[H])/(d[H+1]-d[H]),Z=1-G,W=4*H,Y=4*(H+1);F=Z*m[W]+G*m[Y],B=Z*m[W+1]+G*m[Y+1],N=Z*m[W+2]+G*m[Y+2],j=Z*m[W+3]+G*m[Y+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*O+.5*D,k[2*S+1]=.5*I+.5*P,A[2*S]=U,A[2*S+1]=V,M[S]=L*_+z,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},6768:function(t,e,r){\"use strict\";var n=r(3236);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n fragColor = color;\\n gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n vec2 d = step(.5, vWeight);\\n vec4 id = fragId + pickOffset;\\n id.x += d.x + d.y*shape.x;\\n\\n id.y += floor(id.x / 256.0);\\n id.x -= floor(id.x / 256.0) * 256.0;\\n\\n id.z += floor(id.y / 256.0);\\n id.y -= floor(id.y / 256.0) * 256.0;\\n\\n id.w += floor(id.z / 256.0);\\n id.z -= floor(id.z / 256.0) * 256.0;\\n\\n gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n vWeight = weight;\\n\\n fragId = pickId;\\n\\n vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},7319:function(t,e,r){var n=r(3236),i=r(9405),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n return projection * (view * (model * vec4(p, 1.0)));\\n}\\n\\nvoid main() {\\n vec4 startPoint = project(position);\\n vec4 endPoint = project(nextPosition);\\n\\n vec2 A = startPoint.xy / startPoint.w;\\n vec2 B = endPoint.xy / endPoint.w;\\n\\n float clipAngle = atan(\\n (B.y - A.y) * screenShape.y,\\n (B.x - A.x) * screenShape.x\\n );\\n\\n vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n sin(clipAngle),\\n -cos(clipAngle)\\n ) / screenShape;\\n\\n gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n worldPosition = position;\\n pixelArcLength = arcLength;\\n fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float dashScale;\\nuniform float opacity;\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n if (\\n outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n fragColor.a * opacity == 0.\\n ) discard;\\n\\n float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n if(dashWeight < 0.5) {\\n discard;\\n }\\n gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX 1.70141184e38\\n#define FLOAT_MIN 1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n float av = abs(v);\\n\\n //Handle special cases\\n if(av < FLOAT_MIN) {\\n return vec4(0.0, 0.0, 0.0, 0.0);\\n } else if(v > FLOAT_MAX) {\\n return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n } else if(v < -FLOAT_MAX) {\\n return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n }\\n\\n vec4 c = vec4(0,0,0,0);\\n\\n //Compute exponent and mantissa\\n float e = floor(log2(av));\\n float m = av * pow(2.0, -e) - 1.0;\\n\\n //Unpack mantissa\\n c[1] = floor(128.0 * m);\\n m -= c[1] / 128.0;\\n c[2] = floor(32768.0 * m);\\n m -= c[2] / 32768.0;\\n c[3] = floor(8388608.0 * m);\\n\\n //Unpack exponent\\n float ebias = e + 127.0;\\n c[0] = floor(ebias / 2.0);\\n ebias -= c[0] * 2.0;\\n c[1] += floor(ebias) * 128.0;\\n\\n //Unpack sign bit\\n c[0] += 128.0 * step(0.0, -v);\\n\\n //Scale back to range\\n return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},5714:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=h(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new y(e,r,o,s,l,d);return m.update(t),m};var n=r(2762),i=r(8116),a=r(7766),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(2478),c=r(9618),u=r(7319),h=u.createShader,f=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var v=y.prototype;v.isTransparent=function(){return this.hasAlpha},v.isOpaque=function(){return!this.hasAlpha},v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.drawTransparent=v.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},v.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},v.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e<f.length;++e){var y,v,x,_=f[e-1],b=f[e];for(a.push(s),o.push(_.slice()),r=0;r<3;++r){if(isNaN(_[r])||isNaN(b[r])||!isFinite(_[r])||!isFinite(b[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}h[0][r]=Math.min(h[0][r],_[r],b[r]),h[1][r]=Math.max(h[1][r],_[r],b[r])}Array.isArray(p[0])?(y=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],v=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):y=v=p,3===y.length&&(y=[y[0],y[1],y[2],1]),3===v.length&&(v=[v[0],v[1],v[2],1]),!this.hasAlpha&&y[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var 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t[0]=x*n+_*s+b*h+w*m,t[1]=x*i+_*l+b*f+w*g,t[2]=x*a+_*c+b*p+w*y,t[3]=x*o+_*u+b*d+w*v,x=r[4],_=r[5],b=r[6],w=r[7],t[4]=x*n+_*s+b*h+w*m,t[5]=x*i+_*l+b*f+w*g,t[6]=x*a+_*c+b*p+w*y,t[7]=x*o+_*u+b*d+w*v,x=r[8],_=r[9],b=r[10],w=r[11],t[8]=x*n+_*s+b*h+w*m,t[9]=x*i+_*l+b*f+w*g,t[10]=x*a+_*c+b*p+w*y,t[11]=x*o+_*u+b*d+w*v,x=r[12],_=r[13],b=r[14],w=r[15],t[12]=x*n+_*s+b*h+w*m,t[13]=x*i+_*l+b*f+w*g,t[14]=x*a+_*c+b*p+w*y,t[15]=x*o+_*u+b*d+w*v,t}},4040:function(t){t.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},4772:function(t){t.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},6079:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x,_,b,w,T,k,A,M,S,E=n[0],C=n[1],L=n[2],I=Math.sqrt(E*E+C*C+L*L);return Math.abs(I)<1e-6?null:(E*=I=1/I,C*=I,L*=I,i=Math.sin(r),o=1-(a=Math.cos(r)),s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],m=e[8],g=e[9],y=e[10],v=e[11],x=E*E*o+a,_=C*E*o+L*i,b=L*E*o-C*i,w=E*C*o-L*i,T=C*C*o+a,k=L*C*o+E*i,A=E*L*o+C*i,M=C*L*o-E*i,S=L*L*o+a,t[0]=s*x+h*_+m*b,t[1]=l*x+f*_+g*b,t[2]=c*x+p*_+y*b,t[3]=u*x+d*_+v*b,t[4]=s*w+h*T+m*k,t[5]=l*w+f*T+g*k,t[6]=c*w+p*T+y*k,t[7]=u*w+d*T+v*k,t[8]=s*A+h*M+m*S,t[9]=l*A+f*M+g*S,t[10]=c*A+p*M+y*S,t[11]=u*A+d*M+v*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}},5567:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+h*n,t[7]=l*i+f*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=h*i-s*n,t[11]=f*i-l*n,t}},2408:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-h*n,t[3]=l*i-f*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+h*i,t[11]=l*n+f*i,t}},7089:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+h*n,t[3]=l*i+f*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=h*i-s*n,t[7]=f*i-l*n,t}},2504:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return 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t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},7626:function(t,e,r){\"use strict\";var n=r(2642),i=r(9346);function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}t.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),h=0;h<t.length;++h)u[h]=o(t[h],r,a,l,c);var f=0,p=1/0;for(h=0;h<u.length;++h){for(var d=0,m=0;m<2;++m)d+=Math.pow(u[h][m]-e[m],2);d<p&&(p=d,f=h)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),y=0;for(h=0;h<3;++h){if(g[h]<-.001||g[h]>1.0001)return null;y+=g[h]}return Math.abs(y-1)>.001?null:[f,s(t,g),g]}},840:function(t,e,r){var n=r(3236),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n , view\\n , projection\\n , inverseModel;\\nuniform vec3 eyePosition\\n , lightPosition;\\n\\nvarying vec3 f_normal\\n , f_lightDirection\\n , f_eyeDirection\\n , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n return projection * (view * (model * vec4(p, 1.0)));\\n}\\n\\nvoid main() {\\n gl_Position = project(position);\\n\\n //Lighting geometry parameters\\n vec4 cameraCoordinate = view * vec4(position , 1.0);\\n cameraCoordinate.xyz /= cameraCoordinate.w;\\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n f_color = color;\\n f_data = position;\\n f_uv = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n float NdotH = max(x, 0.0001);\\n float cos2Alpha = NdotH * NdotH;\\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n float roughness2 = roughness * roughness;\\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n vec3 lightDirection,\\n vec3 viewDirection,\\n vec3 surfaceNormal,\\n float roughness,\\n float fresnel) {\\n\\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n //Half angle vector\\n vec3 H = normalize(lightDirection + viewDirection);\\n\\n //Geometric term\\n float NdotH = max(dot(surfaceNormal, H), 0.0);\\n float VdotH = max(dot(viewDirection, H), 0.000001);\\n float LdotH = max(dot(lightDirection, H), 0.000001);\\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n float G = min(1.0, min(G1, G2));\\n \\n //Distribution term\\n float D = beckmannDistribution(NdotH, roughness);\\n\\n //Fresnel term\\n float F = pow(1.0 - VdotN, fresnel);\\n\\n //Multiply terms and done\\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n , fresnel\\n , kambient\\n , kdiffuse\\n , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n , f_lightDirection\\n , f_eyeDirection\\n , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n if (f_color.a == 0.0 ||\\n outOfRange(clipBounds[0], clipBounds[1], f_data)\\n ) discard;\\n\\n vec3 N = normalize(f_normal);\\n vec3 L = normalize(f_lightDirection);\\n vec3 V = normalize(f_eyeDirection);\\n\\n if(gl_FrontFacing) {\\n N = -N;\\n }\\n\\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\\n\\n gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n gl_Position = projection * (view * (model * vec4(position, 1.0)));\\n f_color = color;\\n f_data = position;\\n f_uv = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n } else {\\n gl_Position = projection * (view * (model * vec4(position, 1.0)));\\n }\\n gl_PointSize = pointSize;\\n f_color = color;\\n f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n if(dot(pointR, pointR) > 0.25) {\\n discard;\\n }\\n gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n gl_Position = projection * (view * (model * vec4(position, 1.0)));\\n f_id = id;\\n f_position = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute float pointSize;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n } else {\\n gl_Position = projection * (view * (model * vec4(position, 1.0)));\\n gl_PointSize = pointSize;\\n }\\n f_id = id;\\n f_position = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n gl_Position = projection * (view * (model * vec4(position, 1.0)));\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},7201:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(8116),o=r(7766),s=r(8406),l=r(6760),c=r(7608),u=r(9618),h=r(6729),f=r(7765),p=r(1888),d=r(840),m=r(7626),g=d.meshShader,y=d.wireShader,v=d.pointShader,x=d.pickShader,_=d.pointPickShader,b=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x,_,b,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=m,this.edgeVAO=v,this.edgeCount=0,this.pointPositions=x,this.pointColors=b,this.pointUVs=T,this.pointSizes=k,this.pointIds=_,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],m=n[h][1],g=i[h],y=1-g,v=this.positions[d],x=this.positions[m],_=0;_<3;++_)o[s++]=g*v[_]+y*x[_]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],f=[],p=[],d=[],m=[],g=[],y=[],v=[],x=[],_=[],b=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,I=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!P)if(I)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<I.length;++R){var F=I[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R)F=z[R],O=Math.min(O,F),D=Math.max(D,F);else for(R=0;R<n.length;++R)F=n[R][2],O=Math.min(O,F),D=Math.max(D,F);this.intensity=I||z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),Y=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(Y[0],Y[1],Y[2],this.opacity*A((I[W]-O)/(D-O),this.opacityscale)):3===Y.length?v.push(Y[0],Y[1],Y[2],this.opacity):(v.push(Y[0],Y[1],Y[2],Y[3]*this.opacity),Y[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(X[0],X[1]),B?_.push(B[W]):_.push(N),b.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t}for(U=0;U<2;++U)j=n[W=G[U]],p.push(j[0],j[1],j[2]),Y=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(Y[0],Y[1],Y[2],this.opacity*A((I[W]-O)/(D-O),this.opacityscale)):3===Y.length?d.push(Y[0],Y[1],Y[2],this.opacity):(d.push(Y[0],Y[1],Y[2],Y[3]*this.opacity),Y[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],m.push(X[0],X[1]),g.push(R);q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t;for(U=0;U<3;++U){var W,Y,X,$;j=n[W=G[2-U]],i.push(j[0],j[1],j[2]),(Y=S?S[W]:E?E[R]:C)?this.opacityscale&&I?a.push(Y[0],Y[1],Y[2],this.opacity*A((I[W]-O)/(D-O),this.opacityscale)):3===Y.length?a.push(Y[0],Y[1],Y[2],this.opacity):(a.push(Y[0],Y[1],Y[2],Y[3]*this.opacity),Y[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),X=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(X[0],X[1]),$=w?w[W]:T[R],l.push($[0],$[1],$[2]),f.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(v),this.pointUVs.update(x),this.pointSizes.update(_),this.pointIds.update(new Uint32Array(b)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);for(l(u,s.view,s.model),l(u,s.projection,u),c(u,u),o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],h=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:h}}var f=m(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!f)return null;var p=f[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:f[1],index:r[f[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[f[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),c=S(t),h=E(t),f=C(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),m=i(t),v=i(t),x=i(t),_=i(t),b=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:_,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),L=i(t),I=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:L,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),P=i(t),z=i(t),O=i(t),D=i(t),R=i(t),F=a(t,[{buffer:P,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,c,h,f,d,_,m,v,x,b,w,L,k,A,I,P,R,z,O,D,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},8120:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(2762),i=r(9405),a=r(3603);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},1913:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(2762),i=r(9405),a=r(2478),o=r(3603);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,m=0;m<2;++m){var g=a[m],y=a[m+2]-g,v=.5*(o[m+2]+o[m]),x=o[m+2]-o[m];u[m]=2*y/x,c[m]=2*(g-v)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var _=0;for(m=0;m<2;++m){h[0]=h[1]=0,h[m]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[m]/(s[m+2]-s[m])*d,r.uniforms.color=f[m];var b=6*n[m].length;p[m]&&b&&i.drawArrays(i.TRIANGLES,_,b),_+=b}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,m=s.viewBox,g=s.pixelRatio,y=s.screenBox,v=y[2]-y[0],x=y[3]-y[1],_=m[2]-m[0],b=m[3]-m[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=_/v,t[0]*=_/v,e[1]*=b/x,t[1]*=b/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,I=6*h[0].length,P=Math.min(a.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(a.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),O=0+6*P,D=6*Math.max(0,z-P),R=Math.min(a.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(a.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=I+6*R,N=6*Math.max(0,F-R);i[0]=2*(m[0]-E[1])/v-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[1]*g/v,o[1]=C[1]*g/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,f.drawArrays(f.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/v-1,i[1]=2*(m[1]-E[0])/x-1,o[0]=C[0]*g/v,o[1]=E[0]*g/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,f.drawArrays(f.TRIANGLES,O,D)),i[0]=2*(m[2]+E[3])/v-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[3]*g/v,o[1]=C[3]*g/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,f.drawArrays(f.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/v-1,i[1]=2*(m[3]+E[2])/x-1,o[0]=C[2]*g/v,o[1]=E[2]*g/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,f.drawArrays(f.TRIANGLES,O,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var m=0;m<6;++m)n[i++]=d,n[i++]=f[m],n[i++]=p[m]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},4747:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(2762),i=r(9405),a=r(3603);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3603:function(t,e,r){\"use strict\";var n=r(3236),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n vec2 delta = normalize(perp(start - end));\\n vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n float dataOffset = textCoordinate.z;\\n vec2 glyphOffset = textCoordinate.xy;\\n mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n glyphMatrix * glyphOffset * textScale + screenOffset;\\n gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},2142:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(2762),i=r(9405),a=r(529),o=r(2478),s=r(3603);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,m=l.prototype;m.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,m=e.tickPad,g=e.tickColor,y=e.tickAngle,v=e.labelEnable,x=e.labelPad,_=e.labelColor,b=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var M=2/f[2+(1^t)]-f[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*m[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),v[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=_[t],r.uniforms.angle=b[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),v[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=_[t+2],r.uniforms.angle=b[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),m.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=a[o],m=a[o+2]-h,g=i[o],y=i[o+2]-g;p[o]=2*l/u*m/y,f[o]=2*(s-c)/u*m/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,m=p.text,g=p.font||\"sans-serif\",y=p.fontStyle||\"normal\",v=p.fontWeight||\"normal\",x=p.fontVariant||\"normal\";i=p.fontSize||12;for(var _=1/(c[o+2]-c[o]),b=c[o],w=m.split(\"\\n\"),T=0;T<w.length;T++)for(n=a(g,w[T],{fontStyle:y,fontWeight:v,fontVariant:x}).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-T*i*1.2,(d-b)*_);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{fontStyle:t.labelFontStyle[o],fontWeight:t.labelFontWeight[o],fontVariant:t.labelFontVariant[o],textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title,{fontStyle:t.titleFontStyle,fontWeight:t.titleFontWeight,fontVariant:t.titleFontVariant}).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},m.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},1850:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(3589),i=r(1913),a=r(2142),o=r(4747),s=r(8120);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],f[d]):o.drawLine(e[0],m,e[2],m,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,v=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],v[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],v[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],v[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],v[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(a,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],labelFontStyle:t.labelFontStyle||[\"normal\",\"normal\"],labelFontWeight:t.labelFontWeight||[\"normal\",\"normal\"],labelFontVariant:t.labelFontVariant||[\"normal\",\"normal\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\",titleFontStyle:t.titleFontStyle||\"normal\",titleFontWeight:t.titleFontWeight||\"normal\",titleFontVariant:t.titleFontVariant||\"normal\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4437:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,a?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!a.control,p=!!a.alt,m=!!a.shift,g=!!(1&e),y=!!(2&e),v=!!(4&e),x=1/t.clientHeight,_=x*(r-d._lastX),b=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!f&&!p&&!m||g&&!f&&!p&&m)&&c.rotate(A,w*k*_,-T*k*b,0),(l&&g&&!f&&!p&&!m||y||g&&f&&!p&&!m)&&c.pan(A,-d.translateSpeed*_*h,d.translateSpeed*b*h,0),u&&g&&!f&&!p&&!m||v||g&&!f&&p&&!m)){var M=-d.zoomSpeed*b/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,h*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,h*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(3025),i=r(6296),a=r(351),o=r(8512),s=r(24),l=r(7520)},799:function(t,e,r){var n=r(3236),i=r(9405),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n uv = position;\\n gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},4100:function(t,e,r){\"use strict\";var n=r(4437),i=r(3837),a=r(5445),o=r(4449),s=r(3589),l=r(2260),c=r(7169),u=r(351),h=r(4772),f=r(4040),p=r(799),d=r(9216)({tablet:!0,featureDetect:!0});function m(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var v=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,_=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),b=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],C=[],L=[],I=[],P=!0,z=!0,O={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},D=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:v,objects:E,shape:D,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:O,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",P=!0}}}function j(){for(var t=E.length,e=I.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(L[o]+a<255){C[n]=o,i.setPickBase(L[o]+1),L[o]+=a;continue t}var l=s(r,D);C[n]=e,I.push(l),L.push(a),i.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),I.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},P=!0,z=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),C.push(-1),P=!0,z=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),P=!0,z=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(_.dispose(),t=0;t<I.length;++t)I[t].dispose();b.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=u(e,(function(t,e,r){if(!F._stopped){var n=I.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(z=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=I[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(C[c]===s){var h=u.pick(l);h&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=h.distance,x.dataPosition=h.position,x.dataCoordinate=h.dataCoordinate,x.data=h,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),P=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),P=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],q=[V[0].slice(),V[1].slice()];function H(){if(!U()){N();var t=F.camera.tick();O.view=F.camera.matrix,P=P||t,z=z||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=F.pixelRatio,L.axes=F.axes,P=P||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var m=.05*(i[p]-n[p]);n[p]=n[p]-m,i[p]=i[p]+m}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||q[0][p]!==d[0][p]||q[1][p]!==d[1][p],q[0][p]=d[0][p],q[1][p]=d[1][p];if(z=z||y,P=P||y){if(y){var v=[0,0,0];for(o=0;o<3;++o)v[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:v}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(D[0]=T,D[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(f(i,-p,p,-1,1,l,c),n._ortho=!0):(h(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var m=0;for(d=0;d<3;++d)m=Math.max(m,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/m,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(L=E[o]).axesBounds=d,F.clipToBounds&&(L.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=I.length,n=0;n<e;++n){var i=I[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(C[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(O))}i.end()}}}()),F.axesPixels=a(F.axes,O,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(O)),S.axes=A,x.object&&S.draw(O),r.disable(r.CULL_FACE),o=0;o<e;++o)(L=E[o]).axes=A,L.pixelRatio=F.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(O),L.isTransparent&&L.isTransparent()&&(M=!0);if(M){for(_.shape=D,_.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(O),o=0;o<e;++o)(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(O);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(O),o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(O)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),b.bind(),_.color[0].bind(0),b.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}for(P=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(H(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(P=!0,H())},F},createCamera:n}},6640:function(t,e,r){var n=r(3236);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n highp float a = 12.9898;\\n highp float b = 78.233;\\n highp float c = 43758.5453;\\n highp float d = dot(co.xy, vec2(a, b));\\n highp float e = mod(d, 3.14);\\n return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n vec3 hgPosition = matrix * vec3(position, 1);\\n gl_Position = vec4(hgPosition.xy, 0, hgPosition.z);\\n // if we don't jitter the point size a bit, overall point cloud\\n // saturation 'jumps' on zooming, which is disturbing and confusing\\n gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n if(pointCloud != 0.0) { // pointCloud is truthy\\n // get the same square surface as circle would be\\n gl_PointSize *= 0.886;\\n }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n float radius;\\n vec4 baseColor;\\n if(pointCloud != 0.0) { // pointCloud is truthy\\n if(centerFraction == 1.0) {\\n gl_FragColor = color;\\n } else {\\n gl_FragColor = mix(borderColor, color, centerFraction);\\n }\\n } else {\\n radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n if(radius > 1.0) {\\n discard;\\n }\\n baseColor = mix(borderColor, color, step(radius, centerFraction));\\n gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n vec3 hgPosition = matrix * vec3(position, 1);\\n gl_Position = vec4(hgPosition.xy, 0, hgPosition.z);\\n gl_PointSize = pointSize;\\n\\n vec4 id = pickId + pickOffset;\\n id.y += floor(id.x / 256.0);\\n id.x -= floor(id.x / 256.0) * 256.0;\\n\\n id.z += floor(id.y / 256.0);\\n id.y -= floor(id.y / 256.0) * 256.0;\\n\\n id.w += floor(id.z / 256.0);\\n id.z -= floor(id.z / 256.0) * 256.0;\\n\\n fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n if(radius > 1.0) {\\n discard;\\n }\\n gl_FragColor = fragId / 255.0;\\n}\\n\"])},4696:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(1888),o=r(6640);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},783:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],m=r[2],g=r[3];return(a=c*p+u*d+h*m+f*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*m,t[3]=s*f+l*g,t}},5964:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},9366:function(t,e,r){\"use strict\";var n=r(4359);t.exports=function(t,e,r){var a=[e.style,e.weight,e.variant,e.family].join(\"_\"),o=i[a];if(o||(o=i[a]={}),t in o)return o[t];var s={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e.family,fontStyle:e.style,fontWeight:e.weight,fontVariant:e.variant,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},l=n(t,s);s.triangles=!1;var c,u,h=n(t,s);if(r&&1!==r){for(c=0;c<l.positions.length;++c)for(u=0;u<l.positions[c].length;++u)l.positions[c][u]/=r;for(c=0;c<h.positions.length;++c)for(u=0;u<h.positions[c].length;++u)h.positions[c][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],p=h.positions.length;for(c=0;c<p;++c){var d=h.positions[c];for(u=0;u<2;++u)f[0][u]=Math.min(f[0][u],d[u]),f[1][u]=Math.max(f[1][u],d[u])}return o[t]=[l,h,f]};var i={}},1283:function(t,e,r){var n=r(9405),i=r(3236),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n gl_Position = vec4(0,0,0,0);\\n } else {\\n float scale = 1.0;\\n if(distance(highlightId, id) < 0.0001) {\\n scale = highlightScale;\\n }\\n\\n vec4 worldPosition = model * vec4(position, 1);\\n vec4 viewPosition = view * worldPosition;\\n viewPosition = viewPosition / viewPosition.w;\\n vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n gl_Position = clipPosition;\\n interpColor = color;\\n pickId = id;\\n dataCoordinate = position;\\n }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n gl_Position = vec4(0,0,0,0);\\n } else {\\n float scale = pixelRatio;\\n if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n scale *= highlightScale;\\n }\\n\\n vec4 worldPosition = model * vec4(position, 1.0);\\n vec4 viewPosition = view * worldPosition;\\n vec4 clipPosition = projection * viewPosition;\\n clipPosition /= clipPosition.w;\\n\\n gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n interpColor = color;\\n pickId = id;\\n dataCoordinate = position;\\n }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n gl_Position = vec4(0,0,0,0);\\n } else {\\n float lscale = pixelRatio * scale;\\n if(distance(highlightId, id) < 0.0001) {\\n lscale *= highlightScale;\\n }\\n\\n vec4 clipCenter = projection * (view * (model * vec4(position, 1)));\\n vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n vec4 clipPosition = projection * (view * (model * vec4(dataPosition, 1)));\\n\\n gl_Position = clipPosition;\\n interpColor = color;\\n pickId = id;\\n dataCoordinate = dataPosition;\\n }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n if (\\n outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n interpColor.a * opacity == 0.\\n ) discard;\\n gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:a,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,h)},e.createOrtho=function(t){return y(t,f)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,m)},e.createPickProject=function(t){return y(t,g)}},8418:function(t,e,r){\"use strict\";var n=r(5219),i=r(2762),a=r(8116),o=r(1888),s=r(6760),l=r(1283),c=r(9366),u=r(5964),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],f=ArrayBuffer,p=DataView;function d(t){return Array.isArray(t)||function(t){return f.isView(t)&&!(t instanceof p)}(t)}function m(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function g(t,e,r,n){return m(n,n),m(n,n),m(n,n)}function y(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function x(t,e,r,n,i,a,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new y(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=i(e),f=i(e),p=i(e),d=i(e),m=new x(e,r,n,o,h,f,p,d,a(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,c,u);return m.update(t),m};var _=x.prototype;_.pickSlots=1,_.setPickBase=function(t){this.pickId=t},_.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},_.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var b=[0,0],w=[0,0,0],T=[0,0,0],k=[0,0,0,1],A=[0,0,0,1],M=h.slice(),S=[0,0,0],E=[[0,0,0],[0,0,0]];function C(t){return t[0]=t[1]=t[2]=0,t}function L(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function I(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var P=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function z(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,p=e.axesBounds,d=function(t){for(var e=E,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],b[0]=2/o.drawingBufferWidth,b[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=b,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=d,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(a[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var y=M,v=0;v<16;++v)y[v]=0;for(v=0;v<4;++v)y[5*v]=1;y[5*m]=0,i[m]<0?y[12+m]=p[0][m]:y[12+m]=p[1][m],s(y,c,y),l.model=y;var x=(m+1)%3,_=(m+2)%3,P=C(w),z=C(T);P[x]=1,z[_]=1;var O=g(0,0,0,L(k,P)),D=g(0,0,0,L(A,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=P,P=z,z=R;var F=x;x=_,_=F}O[0]<0&&(P[x]=-1),D[1]>0&&(z[_]=-1);var B=0,N=0;for(v=0;v<4;++v)B+=Math.pow(c[4*x+v],2),N+=Math.pow(c[4*_+v],2);P[x]/=Math.sqrt(B),z[_]/=Math.sqrt(N),l.axes[0]=P,l.axes[1]=z,l.fragClipBounds[0]=I(S,d[0],m,-1e8),l.fragClipBounds[1]=I(S,d[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var c=t.uniforms;c.model=n.model||h,c.view=n.view||h,c.projection=n.projection||h,b[0]=2/l.drawingBufferWidth,b[1]=2/l.drawingBufferHeight,c.screenSize=b,c.highlightId=r.highlightId,c.highlightScale=r.highlightScale,c.fragClipBounds=P,c.clipBounds=r.axes.bounds,c.opacity=r.opacity,c.pickGroup=r.pickId/255,c.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function O(t,e,r,i){var a;a=d(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"โผ\",o=!1),r||(r={});var s=r.family;d(s)&&(s=s[e]),s||(s=\"normal\");var l=r.weight;d(l)&&(l=l[e]),l||(l=\"normal\");var h=r.style;d(h)&&(h=h[e]),h||(h=\"normal\");var f=r.variant;d(f)&&(f=f[e]),f||(f=\"normal\");var p=c(a,{family:s,weight:l,style:h,variant:f},i);return{mesh:(p=c(a,r,i))[0],lines:p[1],bounds:p[2],visible:o}}_.draw=function(t){z(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},_.drawTransparent=function(t){z(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},_.drawPick=function(t){z(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},_.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},_.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else 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segmentCount = 8.0;\\n\\n float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n vec3 u = getOrthogonalVector(d);\\n vec3 v = normalize(cross(u, d));\\n\\n vec3 x = u * cos(angle) * length(d);\\n vec3 y = v * sin(angle) * length(d);\\n vec3 v3 = x + y;\\n\\n normal = normalize(v3);\\n\\n return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n // Scale the vector magnitude to stay constant with\\n // model & view changes.\\n vec3 normal;\\n vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n //Lighting geometry parameters\\n vec4 cameraCoordinate = view * tubePosition;\\n cameraCoordinate.xyz /= cameraCoordinate.w;\\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n // vec4 m_position = model * vec4(tubePosition, 1.0);\\n vec4 t_position = view * tubePosition;\\n gl_Position = projection * t_position;\\n\\n f_color = color;\\n f_data = tubePosition.xyz;\\n f_position = position.xyz;\\n f_uv = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n float NdotH = max(x, 0.0001);\\n float cos2Alpha = NdotH * NdotH;\\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n float roughness2 = roughness * roughness;\\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n vec3 lightDirection,\\n vec3 viewDirection,\\n vec3 surfaceNormal,\\n float roughness,\\n float fresnel) {\\n\\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n //Half angle vector\\n vec3 H = normalize(lightDirection + viewDirection);\\n\\n //Geometric term\\n float NdotH = max(dot(surfaceNormal, H), 0.0);\\n float VdotH = max(dot(viewDirection, H), 0.000001);\\n float LdotH = max(dot(lightDirection, H), 0.000001);\\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n float G = min(1.0, min(G1, G2));\\n \\n //Distribution term\\n float D = beckmannDistribution(NdotH, roughness);\\n\\n //Fresnel term\\n float F = pow(1.0 - VdotN, fresnel);\\n\\n //Multiply terms and done\\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n vec3 N = normalize(f_normal);\\n vec3 L = normalize(f_lightDirection);\\n vec3 V = normalize(f_eyeDirection);\\n\\n if(gl_FrontFacing) {\\n N = -N;\\n }\\n\\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\\n\\n gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n // Return up-vector for only-z vector.\\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\\n // Assign z = 0, x = -b, y = a:\\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n return normalize(vec3(-v.y, v.x, 0.0));\\n } else {\\n return normalize(vec3(0.0, v.z, -v.y));\\n }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n float segmentCount = 8.0;\\n\\n float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n vec3 u = getOrthogonalVector(d);\\n vec3 v = normalize(cross(u, d));\\n\\n vec3 x = u * cos(angle) * length(d);\\n vec3 y = v * sin(angle) * length(d);\\n vec3 v3 = x + y;\\n\\n normal = normalize(v3);\\n\\n return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n vec3 normal;\\n vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n gl_Position = projection * (view * tubePosition);\\n f_id = id;\\n f_position = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7815:function(t,e,r){\"use strict\";var n=r(2931),i=r(9970),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,c=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],c=t[1],u=t[2],h=a[0].length,f=a[1].length,p=a[2].length,d=o(a[0],l),m=o(a[1],c),g=o(a[2],u),y=d+1,v=m+1,x=g+1;if(d=s(d,0,h-1),y=s(y,0,h-1),m=s(m,0,f-1),v=s(v,0,f-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||m<0||g<0||y>h-1||v>f-1||x>p-1)return n.create();var _,b,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][m],C=a[1][v],L=a[2][g],I=(l-M)/(S-M),P=(c-E)/(C-E),z=(u-L)/(a[2][x]-L);switch(isFinite(I)||(I=.5),isFinite(P)||(P=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,y=h-1-y),r.reversedY&&(m=f-1-m,v=f-1-v),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=v*p,_=d*p*f,b=y*p*f;break;case 4:k=g,A=x,_=d*p,b=y*p,w=m*p*h,T=v*p*h;break;case 3:w=m,T=v,k=g*f,A=x*f,_=d*f*p,b=y*f*p;break;case 2:w=m,T=v,_=d*f,b=y*f,k=g*f*h,A=x*f*h;break;case 1:_=d,b=y,k=g*h,A=x*h,w=m*h*p,T=v*h*p;break;default:_=d,b=y,w=m*h,T=v*h,k=g*h*f,A=x*h*f}var O=i[_+w+k],D=i[_+w+A],R=i[_+T+k],F=i[_+T+A],B=i[b+w+k],N=i[b+w+A],j=i[b+T+k],U=i[b+T+A],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,I),n.lerp(q,D,N,I),n.lerp(H,R,j,I),n.lerp(G,F,U,I);var Z=n.create(),W=n.create();n.lerp(Z,V,H,P),n.lerp(W,q,G,P);var Y=n.create();return n.lerp(Y,Z,W,z),Y}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],v=e[0][1],x=e[0][2],_=e[1][0],b=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>_||r<v||r>b||n<x||n>w)},k=10*n.distance(e[0],e[1])/c,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,c=0;c<s;c++){var u=t[c],h=u[0],f=u[1],p=u[2];i[h]||(e.push(h),i[h]=!0),a[f]||(r.push(f),a[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),m=l(r),g=l(n),y=Math.min(d,m,g);return isFinite(y)?y:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var I=[L],P=[],z=d(L),O=L;P.push(z);var D=[],R=m(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:I,velocities:P,divergences:D});for(var B=0;B<100*c&&I.length<c&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-A>-1e-4*A&&(I.push(N),O=N,P.push(z),R=m(N,z),F=n.length(R),isFinite(F)&&F>S&&(S=F),D.push(F)),L=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],m=0,g=0,y=i.create(),v=i.create(),x=0;x<o.length;x++){var _=o[x],b=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(b)/a,y=i.create(),n.copy(y,b),y[3]=w;for(var T=0;T<8;T++)p[T]=[_[0],_[1],_[2],T];if(f.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(f[T],p[T],p[k],p[k],f[k],f[T]),h.push(v,y,y,y,v,v),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=f;f=p,p=M;var S=v;v=y,y=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,a,o)})),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var m=u[s],g=h.length;for(h=h.concat(m.positions),p=p.concat(m.vectors),d=d.concat(m.vertexIntensity),c=0;c<m.cells.length;c++){var y=m.cells[c],v=[];f.push(v);for(var x=0;x<y.length;x++)v.push(y[x]+g)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return h?U.tubeScale=h:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var c=r(6740),u=r(6405).createMesh;t.exports.createTubeMesh=function(t,e){return u(t,e,{shaders:c,traceType:\"streamtube\"})}},990:function(t,e,r){var n=r(9405),i=r(3236),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n vec3 localCoordinate = vec3(uv.zw, f.x);\\n worldCoordinate = objectOffset + localCoordinate;\\n mat4 objectOffsetTranslation = mat4(1.0) + mat4(vec4(0), vec4(0), vec4(0), vec4(objectOffset, 0));\\n vec4 worldPosition = (model * objectOffsetTranslation) * vec4(localCoordinate, 1.0);\\n vec4 clipPosition = projection * (view * worldPosition);\\n gl_Position = clipPosition;\\n kill = f.y;\\n value = f.z;\\n planeCoordinate = uv.xy;\\n\\n vColor = texture2D(colormap, vec2(value, value));\\n\\n //Lighting geometry parameters\\n vec4 cameraCoordinate = view * worldPosition;\\n cameraCoordinate.xyz /= cameraCoordinate.w;\\n lightDirection = lightPosition - cameraCoordinate.xyz;\\n eyeDirection = eyePosition - cameraCoordinate.xyz;\\n surfaceNormal = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n float NdotH = max(x, 0.0001);\\n float cos2Alpha = NdotH * NdotH;\\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n float roughness2 = roughness * roughness;\\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n vec3 lightDirection,\\n vec3 viewDirection,\\n vec3 surfaceNormal,\\n float roughness) {\\n return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n if (\\n kill > 0.0 ||\\n vColor.a == 0.0 ||\\n outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n ) discard;\\n\\n vec3 N = normalize(surfaceNormal);\\n vec3 V = normalize(eyeDirection);\\n vec3 L = normalize(lightDirection);\\n\\n if(gl_FrontFacing) {\\n N = -N;\\n }\\n\\n float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n //decide how to interpolate color โ in vertex or in fragment\\n vec4 surfaceColor =\\n step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n step(.5, vertexColor) * vColor;\\n\\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\\n\\n gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n worldCoordinate = objectOffset + dataCoordinate;\\n mat4 objectOffsetTranslation = mat4(1.0) + mat4(vec4(0), vec4(0), vec4(0), vec4(objectOffset, 0));\\n vec4 worldPosition = (model * objectOffsetTranslation) * vec4(dataCoordinate, 1.0);\\n\\n vec4 clipPosition = projection * (view * worldPosition);\\n clipPosition.z += zOffset;\\n\\n gl_Position = clipPosition;\\n value = f + objectOffset.z;\\n kill = -1.0;\\n planeCoordinate = uv.zw;\\n\\n vColor = texture2D(colormap, vec2(value, value));\\n\\n //Don't do lighting for contours\\n surfaceNormal = vec3(1,0,0);\\n eyeDirection = vec3(0,1,0);\\n lightDirection = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n return ((p > max(a, b)) || \\n (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n return (outOfRange(a.x, b.x, p.x) ||\\n outOfRange(a.y, b.y, p.y) ||\\n outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n float vh = 255.0 * v;\\n float upper = floor(vh);\\n float lower = fract(vh);\\n return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n if ((kill > 0.0) ||\\n (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},9499:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=v(e),n=_(e),s=x(e),l=b(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:w,offset:0},{buffer:c,size:3,stride:w,offset:16},{buffer:c,size:3,stride:w,offset:28}]),h=i(e),f=a(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,h,f,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(8828),i=r(2762),a=r(8116),o=r(7766),s=r(1888),l=r(6729),c=r(5298),u=r(9994),h=r(9618),f=r(3711),p=r(6760),d=r(7608),m=r(2478),g=r(6199),y=r(990),v=y.createShader,x=y.createContourShader,_=y.createPickShader,b=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,c,u,f,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var C=E.prototype;C.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},C.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},C.isOpaque=function(){return!this.isTransparent()},C.pickSlots=1,C.setPickBase=function(t){this.pickId=t};var L=[0,0,0],I={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function P(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||L,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=I.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=I.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return I.showSurface=o,I.showContour=s,I}var z={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},O=T.slice(),D=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=z;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=D,n.vertexColor=this.vertexColor;var s=O;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=P(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),i=0;i<3;++i)for(h.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(h.uniforms.contourColor=this.highlightColor[i],h.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(h.uniforms.contourColor=this.contourColor[i],h.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(h.uniforms.height=this.contourLevels[i][o],f.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(h.uniforms.model=u.projections[i],h.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){h.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var m=0;m<this.contourLevels[o].length;++m)m===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==m&&m-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][m]&&(h.uniforms.height=this.contourLevels[o][m],f.draw(r.LINES,this._contourCounts[o][m],this._contourOffsets[o][m]))}for(f.unbind(),(f=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[i],h.uniforms.contourTint=this.dynamicTint[i],h.uniforms.height=this.dynamicLevel[i],f.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));f.unbind()}}C.draw=function(t){return R.call(this,t,!1)},C.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}C.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=D;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=P(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},C.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?a:1-a,f=0;f<2;++f)for(var p=i+u,d=s+f,g=h*(f?l:1-l),y=0;y<3;++y)c[y]+=this._field[y].get(p,d)*g;for(var v=this._pickResult.level,x=0;x<3;++x)if(v[x]=m.le(this.contourLevels[x],c[x]),v[x]<0)this.contourLevels[x].length>0&&(v[x]=0);else if(v[x]<this.contourLevels[x].length-1){var _=this.contourLevels[x][v[x]],b=this.contourLevels[x][v[x]+1];Math.abs(_-c[x])>Math.abs(b-c[x])&&(v[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},C.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},C.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(y=0;y<2;++y)if(c.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=h(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=h(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=h(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var v=this._field,x=h(s.mallocFloat(3*v[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),v[o],\"mirror\");var _=h(s.mallocFloat(3*v[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var b=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,C=M*w-S*b,L=b*A-w*T,I=Math.sqrt(E*E+C*C+L*L);I<1e-8?(I=Math.max(Math.abs(E),Math.abs(C),Math.abs(L)))<1e-8?(L=1,C=E=0,I=1):I=1/I:I=1/Math.sqrt(I),_.set(o,y,0,E*I),_.set(o,y,1,C*I),_.set(o,y,2,L*I)}s.free(x.data);var P=[1/0,1/0,1/0],z=[-1/0,-1/0,-1/0],O=1/0,D=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+y+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var Z=o+k[H][0],W=y+k[H][1],Y=this._field[0].get(Z+1,W+1),X=this._field[1].get(Z+1,W+1);G=this._field[2].get(Z+1,W+1),E=_.get(Z+1,W+1,0),C=_.get(Z+1,W+1,1),L=_.get(Z+1,W+1,2),t.intensity&&($=t.intensity.get(Z,W));var $=t.intensity?t.intensity.get(Z,W):G+this.objectOffset[2];F[N++]=Z,F[N++]=W,F[N++]=Y,F[N++]=X,F[N++]=G,F[N++]=0,F[N++]=$,F[N++]=E,F[N++]=C,F[N++]=L,P[0]=Math.min(P[0],Y+this.objectOffset[0]),P[1]=Math.min(P[1],X+this.objectOffset[1]),P[2]=Math.min(P[2],G+this.objectOffset[2]),O=Math.min(O,$),z[0]=Math.max(z[0],Y+this.objectOffset[0]),z[1]=Math.max(z[1],X+this.objectOffset[1]),z[2]=Math.max(z[2],G+this.objectOffset[2]),D=Math.max(D,$),U+=1}}for(t.intensityBounds&&(O=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-O)/(D-O);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(_.data),this.bounds=[P,z],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===O&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[O,D]}if(\"levels\"in t){var J=t.levels;for(J=Array.isArray(J[0])?J.slice():[[],[],J],o=0;o<3;++o)J[o]=J[o].slice(),J[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<J[o].length;++y)J[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(J[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<J[o].length;++y)if(J[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=J}if(r){v=this._field,a=this.shape;for(var K=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=f(this._field[Q],tt[o]);et.push(K.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(H=0;H<2;++H){var ot=it.positions[at[H]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ht=0|Math.floor(ut),ft=ut-ht,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var mt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ct:1-ct;for(Z=0|Math.min(Math.max(lt+V,0),a[0]),q=0;q<2;++q){var yt=q?ft:1-ft;if(W=0|Math.min(Math.max(ht+q,0),a[1]),G=dt<2?this._field[mt].get(Z,W):(this.intensity.get(Z,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var vt=gt*yt;nt[dt]+=vt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)K.pop();U-=1}continue t}K.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var _t=s.mallocFloat(K.length);for(o=0;o<K.length;++o)_t[o]=K[o];this._contourBuffer.update(_t),s.freeFloat(_t)}},C.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},C.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),m=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<m.length;++e)for(var y=m[e],v=0;v<2;++v){var x=g[y[v]],_=+x[0],b=0|_,w=0|Math.min(b+1,i[0]),T=_-b,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,C=1-E,L=k*C,I=k*E,P=T*C,z=T*E,O=L*h.get(b,M)+I*h.get(b,S)+P*h.get(w,M)+z*h.get(w,S),D=L*p.get(b,M)+I*p.get(b,S)+P*p.get(w,M)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){v&&(n-=1);break}a[2*n+0]=O,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},7766:function(t,e,r){\"use strict\";var n=r(9618),i=r(5298),a=r(1888);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=c(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new f(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var h,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)h=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var v=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,v,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):u(x,e),h=p.subarray(0,y)}var _=m(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,c,h),l||a.free(p),new f(t,_,o[0],o[1],g,c)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var u=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function f(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=f.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new f(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(\"gl-texture2d: Invalid texture shape\")}else t=[0|t,0|t];return h(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return h(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,h(this,this._shape[0],t),t}}}),p.bind=function(t){var e=this.gl;return void 0!==t&&e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},p.dispose=function(){this.gl.deleteTexture(this.handle)},p.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t>0;++e,t>>>=1)this._mipLevels.indexOf(e)<0&&this._mipLevels.push(e)},p.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=c(t)?t:t.raw;if(l)this._mipLevels.indexOf(o)<0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l);else{if(!(t.shape&&t.stride&&t.data))throw new Error(\"gl-texture2d: Unsupported data type\");if(t.shape.length<2||e+t.shape[1]>this._shape[1]>>>o||r+t.shape[0]>this._shape[0]>>>o||e<0||r<0)throw new Error(\"gl-texture2d: Texture dimensions are out of bounds\");!function(t,e,r,o,s,l,c,h){var f=h.dtype,p=h.shape.slice();if(p.length<2||p.length>3)throw new Error(\"gl-texture2d: Invalid ndarray, must be 2d or 3d\");var m=0,g=0,y=d(p,h.stride.slice());if(\"float32\"===f?m=t.FLOAT:\"float64\"===f?(m=t.FLOAT,y=!1,f=\"float32\"):\"uint8\"===f?m=t.UNSIGNED_BYTE:(m=t.UNSIGNED_BYTE,y=!1,f=\"uint8\"),2===p.length)g=t.LUMINANCE,p=[p[0],p[1],1],h=n(h.data,p,[h.stride[0],h.stride[1],1],h.offset);else{if(3!==p.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===p[2])g=t.ALPHA;else if(2===p[2])g=t.LUMINANCE_ALPHA;else if(3===p[2])g=t.RGB;else{if(4!==p[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}p[2]}if(g!==t.LUMINANCE&&g!==t.ALPHA||s!==t.LUMINANCE&&s!==t.ALPHA||(g=s),g!==s)throw new Error(\"gl-texture2d: Incompatible texture format for setPixels\");var v=h.size,x=c.indexOf(o)<0;if(x&&c.push(o),m===l&&y)0===h.offset&&h.data.length===v?x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,h.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,h.data):x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,h.data.subarray(h.offset,h.offset+v)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,h.data.subarray(h.offset,h.offset+v));else{var _;_=l===t.FLOAT?a.mallocFloat32(v):a.mallocUint8(v);var b=n(_,p,[p[2],p[2]*p[0],1]);m===t.FLOAT&&l===t.UNSIGNED_BYTE?u(b,h):i.assign(b,h),x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,_.subarray(0,v)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,_.subarray(0,v)),l===t.FLOAT?a.freeFloat32(_):a.freeUint8(_)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},1433:function(t){\"use strict\";t.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length>n)throw new Error(\"gl-vao: Too many vertex attributes\");for(var i=0;i<r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,c=!!a.normalized,u=a.stride||0,h=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,c,u,h)}else{if(\"number\"==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else if(2===a.length)t.vertexAttrib2f(i,a[0],a[1]);else if(3===a.length)t.vertexAttrib3f(i,a[0],a[1],a[2]);else{if(4!==a.length)throw new Error(\"gl-vao: Invalid vertex attribute\");t.vertexAttrib4f(i,a[0],a[1],a[2],a[3])}t.disableVertexAttribArray(i)}}for(;i<n;++i)t.disableVertexAttribArray(i)}else for(t.bindBuffer(t.ARRAY_BUFFER,null),i=0;i<n;++i)t.disableVertexAttribArray(i)}},870:function(t,e,r){\"use strict\";var n=r(1433);function i(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},i.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.dispose=function(){},i.prototype.unbind=function(){},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._elements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},t.exports=function(t){return new i(t)}},7518:function(t,e,r){\"use strict\";var n=r(1433);function i(t,e,r,n,i,a){this.location=t,this.dimension=e,this.a=r,this.b=n,this.c=i,this.d=a}function a(t,e,r){this.gl=t,this._ext=e,this.handle=r,this._attribs=[],this._useElements=!1,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(t){switch(this.dimension){case 1:t.vertexAttrib1f(this.location,this.a);break;case 2:t.vertexAttrib2f(this.location,this.a,this.b);break;case 3:t.vertexAttrib3f(this.location,this.a,this.b,this.c);break;case 4:t.vertexAttrib4f(this.location,this.a,this.b,this.c,this.d)}},a.prototype.bind=function(){this._ext.bindVertexArrayOES(this.handle);for(var t=0;t<this._attribs.length;++t)this._attribs[t].bind(this.gl)},a.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},a.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},a.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var a=0;a<t.length;++a){var o=t[a];\"number\"==typeof o?this._attribs.push(new i(a,1,o)):Array.isArray(o)&&this._attribs.push(new 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strict\";t.exports=function(t,e,r,n,i,a,o,s,l,c){var u=e+a+c;if(h>0){var h=Math.sqrt(u+1);t[0]=.5*(o-l)/h,t[1]=.5*(s-n)/h,t[2]=.5*(r-a)/h,t[3]=.5*h}else{var f=Math.max(e,a,c);h=Math.sqrt(2*f-u+1),e>=f?(t[0]=.5*h,t[1]=.5*(i+r)/h,t[2]=.5*(s+n)/h,t[3]=.5*(o-l)/h):a>=f?(t[0]=.5*(r+i)/h,t[1]=.5*h,t[2]=.5*(l+o)/h,t[3]=.5*(s-n)/h):(t[0]=.5*(n+s)/h,t[1]=.5*(o+l)/h,t[2]=.5*h,t[3]=.5*(r-i)/h)}return t}},9977:function(t,e,r){\"use strict\";t.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var i=new h(r,e,Math.log(n));return i.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&i.lookAt(0,t.eye,t.center,t.up),i};var n=r(9215),i=r(6582),a=r(7399),o=r(7608),s=r(4081);function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function u(t,e){var 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i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=c(a,o,s);a/=l,o/=l,s/=l;var u=i[0],h=i[4],f=i[8],p=u*a+h*o+f*s,d=c(u-=a*p,h-=o*p,f-=s*p),m=(u/=d)*e+a*r,g=(h/=d)*e+o*r,y=(f/=d)*e+s*r;this.center.move(t,m,g,y);var v=Math.exp(this.computedRadius[0]);v=Math.max(1e-4,v+n),this.radius.set(t,Math.log(v))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],h=e[a+8];if(n){var f=Math.abs(s),p=Math.abs(l),d=Math.abs(h),m=Math.max(f,p,d);f===m?(s=s<0?-1:1,l=h=0):d===m?(h=h<0?-1:1,s=l=0):(l=l<0?-1:1,s=h=0)}else{var g=c(s,l,h);s/=g,l/=g,h/=g}var y,v,x=e[o],_=e[o+4],b=e[o+8],w=x*s+_*l+b*h,T=c(x-=s*w,_-=l*w,b-=h*w),k=l*(b/=T)-h*(_/=T),A=h*(x/=T)-s*b,M=s*_-l*x,S=c(k,A,M);if(k/=S,A/=S,M/=S,this.center.jump(t,H,G,Z),this.radius.idle(t),this.up.jump(t,s,l,h),this.right.jump(t,x,_,b),2===a){var 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e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},tr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},tr.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var rr=Object.freeze({__proto__:null,number:er,color:function(t,e,r){return new ce(er(t.r,e.r,r),er(t.g,e.g,r),er(t.b,e.b,r),er(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return er(t,e[n],r)}))}}),nr=.95047,ir=1,ar=1.08883,or=4/29,sr=6/29,lr=3*sr*sr,cr=sr*sr*sr,ur=Math.PI/180,hr=180/Math.PI;function fr(t){return t>cr?Math.pow(t,1/3):t/lr+or}function pr(t){return t>sr?t*t*t:lr*(t-or)}function dr(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function mr(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function gr(t){var e=mr(t.r),r=mr(t.g),n=mr(t.b),i=fr((.4124564*e+.3575761*r+.1804375*n)/nr),a=fr((.2126729*e+.7151522*r+.072175*n)/ir);return{l:116*a-16,a:500*(i-a),b:200*(a-fr((.0193339*e+.119192*r+.9503041*n)/ar)),alpha:t.a}}function yr(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=ir*pr(e),r=nr*pr(r),n=ar*pr(n),new ce(dr(3.2404542*r-1.5371385*e-.4985314*n),dr(-.969266*r+1.8760108*e+.041556*n),dr(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function vr(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var xr={forward:gr,reverse:yr,interpolate:function(t,e,r){return{l:er(t.l,e.l,r),a:er(t.a,e.a,r),b:er(t.b,e.b,r),alpha:er(t.alpha,e.alpha,r)}}},_r={forward:function(t){var e=gr(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*hr;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*ur,r=t.c;return 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a=Qe(e,n),o=e[a],s=e[a+1],l=wr.interpolationFactor(this.interpolation,n,o,s),c=r[a].evaluate(t),u=r[a+1].evaluate(t);return\"interpolate\"===this.operator?rr[this.type.kind.toLowerCase()](c,u,l):\"interpolate-hcl\"===this.operator?_r.reverse(_r.interpolate(_r.forward(c),_r.forward(u),l)):xr.reverse(xr.interpolate(xr.forward(c),xr.forward(u),l))},wr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},wr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},wr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var kr=function(t,e){this.type=t,this.args=e};kr.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var c=n&&i.some((function(t){return ie(n,t.type)}));return new kr(c?Jt:r,i)},kr.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof pe&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},kr.prototype.eachChild=function(t){this.args.forEach(t)},kr.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},kr.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var Ar=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};Ar.prototype.evaluate=function(t){return this.result.evaluate(t)},Ar.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},Ar.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new Ar(r,o):null},Ar.prototype.outputDefined=function(){return this.result.outputDefined()},Ar.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return t.push(this.result.serialize()),t};var Mr=function(t,e,r){this.type=t,this.index=e,this.input=r};Mr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Zt),n=e.parse(t[2],2,ee(e.expectedType||Jt));if(!r||!n)return null;var i=n.type;return new Mr(i.itemType,r,n)},Mr.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new xe(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new xe(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new xe(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},Mr.prototype.eachChild=function(t){t(this.index),t(this.input)},Mr.prototype.outputDefined=function(){return!1},Mr.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var Sr=function(t,e){this.type=Yt,this.needle=t,this.haystack=e};Sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Jt),n=e.parse(t[2],2,Jt);return r&&n?ae(r.type,[Yt,Wt,Zt,Gt,Jt])?new Sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(r.type)+\" instead\"):null},Sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!oe(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new xe(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(ge(e))+\" instead.\");if(!oe(r,[\"string\",\"array\"]))throw new xe(\"Expected second argument to be of type array or string, but found \"+re(ge(r))+\" instead.\");return r.indexOf(e)>=0},Sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},Sr.prototype.outputDefined=function(){return!0},Sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var Er=function(t,e,r){this.type=Zt,this.needle=t,this.haystack=e,this.fromIndex=r};Er.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Jt),n=e.parse(t[2],2,Jt);if(!r||!n)return null;if(!ae(r.type,[Yt,Wt,Zt,Gt,Jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Zt);return i?new Er(r,n,i):null}return new Er(r,n)},Er.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!oe(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new xe(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(ge(e))+\" instead.\");if(!oe(r,[\"string\",\"array\"]))throw new xe(\"Expected second argument to be of type array or string, but found \"+re(ge(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},Er.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},Er.prototype.outputDefined=function(){return!1},Er.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var Cr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};Cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of 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t[0],t[1].outputDefined()}))&&this.otherwise.outputDefined()},Lr.prototype.serialize=function(){var t=[\"case\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var Ir=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function Pr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function zr(t,e,r,n){return 0===n.compare(e,r)}function Or(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function i(t,e,r){this.type=Yt,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return i.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],a=e.parse(t[1],1,Jt);if(!a)return null;if(!Pr(r,a.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type 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Xr([new qt(\"\",\"data expressions not supported\")]);var i=Xe(r,[\"zoom\"]);if(!i&&!Jr(e))return Xr([new qt(\"\",\"zoom expressions not supported\")]);var a=gn(r);if(!a&&!i)return Xr([new qt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.')]);if(a instanceof qt)return Xr([a]);if(a instanceof wr&&!Kr(e))return Xr([new qt(\"\",'\"interpolate\" expressions cannot be used with this property')]);if(!a)return Yr(new fn(n?\"constant\":\"source\",t.value));var o=a instanceof wr?a.interpolation:void 0;return Yr(new pn(n?\"camera\":\"composite\",t.value,a.labels,o))}pn.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},pn.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},pn.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?wr.interpolationFactor(this.interpolationType,t,e,r):0};var mn=function(t,e){this._parameters=t,this._specification=e,jt(this,rn(this._parameters,this._specification))};function gn(t){var e=null;if(t instanceof Ar)e=gn(t.result);else if(t instanceof kr)for(var r=0,n=t.args;r<n.length;r+=1){var i=n[r];if(e=gn(i))break}else(t instanceof tr||t instanceof wr)&&t.input instanceof Ee&&\"zoom\"===t.input.name&&(e=t);return e instanceof qt||t.eachChild((function(t){var r=gn(t);r instanceof qt?e=r:!e&&r?e=new qt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.'):e&&r&&e!==r&&(e=new qt(\"\",'Only one zoom-based \"step\" or \"interpolate\" subexpression may be used in an expression.'))})),e}function yn(t){var e=t.key,r=t.value,n=t.valueSpec||{},i=t.objectElementValidators||{},a=t.style,o=t.styleSpec,s=[],l=Qr(r);if(\"object\"!==l)return[new Bt(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(i[u])f=i[u];else if(n[u])f=Hn;else if(i[\"*\"])f=i[\"*\"];else{if(!n[\"*\"]){s.push(new Bt(e,r[c],'unknown property \"'+c+'\"'));continue}f=Hn}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:a,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)i[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Bt(e,r,'missing required property \"'+p+'\"'));return s}function vn(t){var e=t.value,r=t.valueSpec,n=t.style,i=t.styleSpec,a=t.key,o=t.arrayElementValidator||Hn;if(\"array\"!==Qr(e))return[new Bt(a,e,\"array expected, \"+Qr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new Bt(a,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new Bt(a,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};i.$version<7&&(s.function=r.function),\"object\"===Qr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:i,key:a+\"[\"+c+\"]\"}));return l}function xn(t){var e=t.key,r=t.value,n=t.valueSpec,i=Qr(r);return\"number\"===i&&r!=r&&(i=\"NaN\"),\"number\"!==i?[new Bt(e,r,\"number expected, \"+i+\" found\")]:\"minimum\"in n&&r<n.minimum?[new Bt(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Bt(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function _n(t){var e,r,n,i=t.valueSpec,a=Ut(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===Qr(t.value.stops)&&\"array\"===Qr(t.value.stops[0])&&\"object\"===Qr(t.value.stops[0][0]),u=yn({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Bt(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(vn({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===Qr(r)&&0===r.length&&e.push(new Bt(t.key,r,\"array must have at least one stop\")),e},default:function(t){return Hn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new Bt(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new Bt(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Kr(t.valueSpec)&&u.push(new Bt(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!$r(t.valueSpec)?u.push(new Bt(t.key,t.value,\"property functions not supported\")):s&&!Jr(t.valueSpec)&&u.push(new Bt(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new Bt(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Qr(a))return[new Bt(s,a,\"array expected, \"+Qr(a)+\" found\")];if(2!==a.length)return[new Bt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==Qr(a[0]))return[new Bt(s,a,\"object expected, \"+Qr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Bt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Bt(s,a,\"object stop key must have value\")];if(n&&n>Ut(a[0].zoom))return[new Bt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ut(a[0].zoom)!==n&&(n=Ut(a[0].zoom),r=void 0,o={}),e=e.concat(yn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:xn,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return un(Vt(a[1]))?e.concat([new Bt(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(Hn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=Qr(t.value),l=Ut(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Bt(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Bt(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return $r(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Bt(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Bt(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Bt(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Bt(t.key,c,\"integer expected, found \"+l)]}}function bn(t){var e=(\"property\"===t.expressionContext?dn:hn)(Vt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Bt(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Bt(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Ye(r))return[new Bt(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Ye(r))return[new Bt(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Xe(r,[\"zoom\",\"feature-state\"]))return[new Bt(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!We(r))return[new Bt(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function wn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ut(r))&&i.push(new Bt(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Ut(r))&&i.push(new Bt(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),i}function Tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!Tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}mn.deserialize=function(t){return new mn(t._parameters,t._specification)},mn.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var kn={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function An(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};Tn(t)||(t=En(t));var e=hn(t,kn);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:Sn(t)}}function Mn(t,e){return t<e?-1:t>e?1:0}function Sn(t){if(!Array.isArray(t))return!1;if(\"within\"===t[0])return!0;for(var e=1;e<t.length;e++)if(Sn(t[e]))return!0;return!1}function En(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?Cn(t[1],t[2],\"==\"):\"!=\"===r?Pn(Cn(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Cn(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(En))):\"all\"===r?[\"all\"].concat(t.slice(1).map(En)):\"none\"===r?[\"all\"].concat(t.slice(1).map(En).map(Pn)):\"in\"===r?Ln(t[1],t.slice(2)):\"!in\"===r?Pn(Ln(t[1],t.slice(2))):\"has\"===r?In(t[1]):\"!has\"===r?Pn(In(t[1])):\"within\"!==r||t}function Cn(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Ln(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Mn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function In(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function Pn(t){return[\"!\",t]}function zn(t){return Tn(Vt(t.value))?bn(jt({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):On(t)}function On(t){var e=t.value,r=t.key;if(\"array\"!==Qr(e))return[new Bt(r,e,\"array expected, \"+Qr(e)+\" found\")];var n,i=t.styleSpec,a=[];if(e.length<1)return[new Bt(r,e,\"filter array must have at least 1 element\")];switch(a=a.concat(wn({key:r+\"[0]\",value:e[0],valueSpec:i.filter_operator,style:t.style,styleSpec:t.styleSpec})),Ut(e[0])){case\"<\":case\"<=\":case\">\":case\">=\":e.length>=2&&\"$type\"===Ut(e[1])&&a.push(new Bt(r,e,'\"$type\" cannot be use with operator \"'+e[0]+'\"'));case\"==\":case\"!=\":3!==e.length&&a.push(new Bt(r,e,'filter array for operator \"'+e[0]+'\" must have 3 elements'));case\"in\":case\"!in\":e.length>=2&&\"string\"!==(n=Qr(e[1]))&&a.push(new Bt(r+\"[1]\",e[1],\"string expected, \"+n+\" found\"));for(var o=2;o<e.length;o++)n=Qr(e[o]),\"$type\"===Ut(e[1])?a=a.concat(wn({key:r+\"[\"+o+\"]\",value:e[o],valueSpec:i.geometry_type,style:t.style,styleSpec:t.styleSpec})):\"string\"!==n&&\"number\"!==n&&\"boolean\"!==n&&a.push(new Bt(r+\"[\"+o+\"]\",e[o],\"string, number, or boolean expected, \"+n+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var s=1;s<e.length;s++)a=a.concat(On({key:r+\"[\"+s+\"]\",value:e[s],style:t.style,styleSpec:t.styleSpec}));break;case\"has\":case\"!has\":n=Qr(e[1]),2!==e.length?a.push(new Bt(r,e,'filter array for \"'+e[0]+'\" operator must have 2 elements')):\"string\"!==n&&a.push(new Bt(r+\"[1]\",e[1],\"string expected, \"+n+\" found\"));break;case\"within\":n=Qr(e[1]),2!==e.length?a.push(new Bt(r,e,'filter array for \"'+e[0]+'\" operator must have 2 elements')):\"object\"!==n&&a.push(new Bt(r+\"[1]\",e[1],\"object expected, \"+n+\" found\"))}return a}function Dn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Hn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Bt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Qr(a)&&$r(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Bt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var h=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&h.push(new Bt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&tn(Vt(a))&&\"identity\"===Ut(a.type)&&h.push(new Bt(r,a,'\"text-font\" does not support identity functions'))),h.concat(Hn({key:t.key,value:a,valueSpec:u,style:n,styleSpec:i,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function Rn(t){return Dn(t,\"paint\")}function Fn(t){return Dn(t,\"layout\")}function Bn(t){var e=[],r=t.value,n=t.key,i=t.style,a=t.styleSpec;r.type||r.ref||e.push(new Bt(n,r,'either \"type\" or \"ref\" is required'));var o,s=Ut(r.type),l=Ut(r.ref);if(r.id)for(var c=Ut(r.id),u=0;u<t.arrayIndex;u++){var h=i.layers[u];Ut(h.id)===c&&e.push(new Bt(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+h.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new Bt(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),i.layers.forEach((function(t){Ut(t.id)===l&&(o=t)})),o?o.ref?e.push(new Bt(n,r.ref,\"ref cannot reference another ref layer\")):s=Ut(o.type):e.push(new Bt(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var f=i.sources&&i.sources[r.source],p=f&&Ut(f.type);f?\"vector\"===p&&\"raster\"===s?e.push(new Bt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new Bt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new Bt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&f.lineMetrics||e.push(new Bt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new Bt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new Bt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new Bt(n,r,'missing required property \"source\"'));return e=e.concat(yn({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return Hn({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:zn,layout:function(t){return yn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Fn(jt({layerType:s},t))}}})},paint:function(t){return yn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Rn(jt({layerType:s},t))}}})}}})),e}function Nn(t){var e=t.value,r=t.key,n=Qr(e);return\"string\"!==n?[new Bt(r,e,\"string expected, \"+n+\" found\")]:[]}var jn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===Qr(r))return Nn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,Nn({key:e+\".\"+i,value:r[i]}));return n}};function Un(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new Bt(r,e,'\"type\" is required')];var a,o=Ut(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return yn({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:jn});case\"geojson\":if(a=yn({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:jn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=l[1],h=\"string\"==typeof c?[c,[\"accumulated\"],[\"get\",s]]:c;a.push.apply(a,bn({key:r+\".\"+s+\".map\",value:u,expressionContext:\"cluster-map\"})),a.push.apply(a,bn({key:r+\".\"+s+\".reduce\",value:h,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return yn({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return yn({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new Bt(r,null,\"Please use runtime APIs to add canvas 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0===e?t.specification.default:e,t.specification)};Di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},Di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var Ri=function(t){this.property=t,this.value=new Di(t,void 0)};Ri.prototype.transitioned=function(t,e){return new Bi(this.property,this.value,e,p({},t.transition,this.transition),t.now)},Ri.prototype.untransitioned=function(){return new Bi(this.property,this.value,null,{},0)};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};Fi.prototype.getValue=function(t){return w(this._values[t].value.value)},Fi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ri(this._values[t].property)),this._values[t].value=new Di(this._values[t].property,null===e?void 0:w(e))},Fi.prototype.getTransition=function(t){return w(this._values[t].transition)},Fi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ri(this._values[t].property)),this._values[t].transition=w(e)||void 0},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Fi.prototype.transitioned=function(t,e){for(var r=new Ni(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Fi.prototype.untransitioned=function(){for(var t=new Ni(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var Bi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};Bi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ni.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Vi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ni.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var ji=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ji.prototype.getValue=function(t){return w(this._values[t].value)},ji.prototype.setValue=function(t,e){this._values[t]=new Di(this._values[t].property,null===e?void 0:w(e))},ji.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},ji.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Vi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Ui=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Ui.prototype.isConstant=function(){return\"constant\"===this.value.kind},Ui.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Ui.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Vi=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Vi.prototype.get=function(t){return this._values[t]};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},qi.prototype.interpolate=function(t,e,r){var n=rr[this.specification.type];return n?n(t,e,r):t};var Hi=function(t,e){this.specification=t,this.overrides=e};Hi.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Ui(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Ui(this,t.expression,e)},Hi.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Ui(this,{kind:\"constant\",value:void 0},t.parameters);var n=rr[this.specification.type];return n?new Ui(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Hi.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Ui(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Ui(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Ui(this,{kind:\"constant\",value:s},e)}return new Ui(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Hi),Zi=function(t){this.specification=t};Zi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Oi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Oi(Math.floor(e.zoom),e)),t.expression.evaluate(new Oi(Math.floor(e.zoom+1),e)),e)}},Zi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Zi.prototype.interpolate=function(t){return t};var Wi=function(t){this.specification=t};Wi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Wi.prototype.interpolate=function(){return!1};var Yi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new Di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Ri(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};oi(\"DataDrivenProperty\",Hi),oi(\"DataConstantProperty\",qi),oi(\"CrossFadedDataDrivenProperty\",Gi),oi(\"CrossFadedProperty\",Zi),oi(\"ColorRampProperty\",Wi);var Xi=\"-transition\",$i=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ji(r.layout)),r.paint)){for(var n in this._transitionablePaint=new Fi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Vi(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(Kn,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return x(t,Xi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Jn,n,t,e,r))return!1}if(x(t,Xi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),b(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Qn(this,t.call(Xn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Ft,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Ui&&$r(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Rt),Ji={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ki=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Qi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Ji[i].BYTES_PER_ELEMENT),o=r=ea(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:ea(r,Math.max(n,e)),alignment:e}}function ea(t,e){return Math.ceil(t/e)*e}Qi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Qi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Qi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Qi.prototype.clear=function(){this.length=0},Qi.prototype.resize=function(t){this.reserve(t),this.length=t},Qi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Qi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Qi);ra.prototype.bytesPerElement=4,oi(\"StructArrayLayout2i4\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Qi);na.prototype.bytesPerElement=8,oi(\"StructArrayLayout4i8\",na);var ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Qi);ia.prototype.bytesPerElement=12,oi(\"StructArrayLayout2i4i12\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Qi);aa.prototype.bytesPerElement=8,oi(\"StructArrayLayout2i4ub8\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Qi);oa.prototype.bytesPerElement=8,oi(\"StructArrayLayout2f8\",oa);var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var h=10*t;return this.uint16[h+0]=e,this.uint16[h+1]=r,this.uint16[h+2]=n,this.uint16[h+3]=i,this.uint16[h+4]=a,this.uint16[h+5]=o,this.uint16[h+6]=s,this.uint16[h+7]=l,this.uint16[h+8]=c,this.uint16[h+9]=u,t},e}(Qi);sa.prototype.bytesPerElement=20,oi(\"StructArrayLayout10ui20\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,h){var f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,i,a,o,s,l,c,u,h)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,h,f){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t},e}(Qi);la.prototype.bytesPerElement=24,oi(\"StructArrayLayout4i4ui4i24\",la);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Qi);ca.prototype.bytesPerElement=12,oi(\"StructArrayLayout3f12\",ca);var ua=function(t){function e(){t.apply(this,arguments)}return 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this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,h=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[h+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Qi);ha.prototype.bytesPerElement=20,oi(\"StructArrayLayout6i1ul2ui20\",ha);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return 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this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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so=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};so.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new Oi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Oi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},so.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},so.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=no(r),a=no(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},so.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},so.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},so.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=h(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},so.prototype.getBinding=function(t,e,r){return new $a(t,e)};var lo=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};lo.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},lo.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},lo.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],c=n[o];if(s&&l&&c)for(var u=t;u<e;u++)this.zoomInPaintVertexArray.emplace(u,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(u,l.tl[0],l.tl[1],l.br[0],l.br[1],c.tl[0],c.tl[1],c.br[0],c.br[1],l.pixelRatio,c.pixelRatio)}},lo.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Fa.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Fa.members,this.expression.isStateDependent))},lo.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var co=function(t,e,r){this.binders={},this._buffers=[];var n=[];for(var i in t.paint._values)if(r(i)){var a=t.paint.get(i);if(a instanceof Ui&&$r(a.property.specification)){var o=ho(i,t.type),s=a.value,l=a.property.specification.type,c=a.property.useIntegerZoom,u=a.property.specification[\"property-type\"],h=\"cross-faded\"===u||\"cross-faded-data-driven\"===u;if(\"constant\"===s.kind)this.binders[i]=h?new ao(s.value,o):new io(s.value,o,l),n.push(\"/u_\"+i);else if(\"source\"===s.kind||h){var f=fo(i,l,\"source\");this.binders[i]=h?new lo(s,l,c,e,f,t.id):new oo(s,o,l,f),n.push(\"/a_\"+i)}else{var p=fo(i,l,\"composite\");this.binders[i]=new so(s,o,l,c,e,p),n.push(\"/z_\"+i)}}}this.cacheKey=n.sort().join(\"\")};co.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof oo||e instanceof so?e.maxValue:0},co.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof oo||o instanceof so||o instanceof lo)&&o.populatePaintArray(t,e,r,n,i)}},co.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ao&&n.setConstantPatternPositions(t,e)}},co.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var h in this.binders){var f=this.binders[h];if((f instanceof oo||f instanceof so||f instanceof lo)&&!0===f.expression.isStateDependent){var p=n.paint.get(h);f.expression=p.value,f.updatePaintArray(c.start,c.end,u,t[o],i),a=!0}}}return a},co.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof io||r instanceof ao)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},co.prototype.getBinderAttributes=function(){var t=[];for(var e in this.binders){var r=this.binders[e];if(r instanceof oo||r instanceof so)for(var n=0;n<r.paintVertexAttributes.length;n++)t.push(r.paintVertexAttributes[n].name);else if(r instanceof lo)for(var i=0;i<Fa.members.length;i++)t.push(Fa.members[i].name)}return t},co.prototype.getBinderUniforms=function(){var t=[];for(var e in this.binders){var r=this.binders[e];if(r instanceof io||r instanceof ao||r instanceof so)for(var n=0,i=r.uniformNames;n<i.length;n+=1){var a=i[n];t.push(a)}}return t},co.prototype.getPaintVertexBuffers=function(){return this._buffers},co.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof io||i instanceof ao||i instanceof so)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},co.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,c=o.binding;this.binders[l].setUniform(c,n,r.get(l),s)}},co.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof lo){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof oo||r instanceof so)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},co.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof oo||r instanceof so||r instanceof lo)&&r.upload(t)}this.updatePaintBuffers()},co.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof oo||e instanceof so||e instanceof lo)&&e.destroy()}};var uo=function(t,e,r){void 0===r&&(r=function(){return!0}),this.programConfigurations={};for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.programConfigurations[a.id]=new co(a,e,r)}this.needsUpload=!1,this._featureMap=new qa,this._bufferOffset=0};function ho(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function fo(t,e,r){var n={color:{source:oa,composite:Ta},number:{source:va,composite:oa}},i=function(t){return{\"line-pattern\":{source:sa,composite:sa},\"fill-pattern\":{source:sa,composite:sa},\"fill-extrusion-pattern\":{source:sa,composite:sa}}[t]}(t);return 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c=t.readVarint();n=7&c,i=c>>3}if(i--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new a(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},Ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},Ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=Ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var h=[];for(n=0;n<l.length;n++)h[n]=l[n][0];u(l=h);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=Xs(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}return r&&i.push(r),i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var $s=Js;function Js(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ks,this,e),this.length=this._features.length}function Ks(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Qs(t,e,r){if(3===t){var n=new $s(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Js.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Zs(this._pbf,e,this.extent,this._keys,this._values)};var tl={VectorTile:function(t,e){this.layers=t.readFields(Qs,{},e)},VectorTileFeature:Zs,VectorTileLayer:$s},el=tl.VectorTileFeature.types,rl=Math.pow(2,13);function nl(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*rl)+o,i*rl*2,a*rl*2,Math.round(s))}var il=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ia,this.indexArray=new ma,this.programConfigurations=new uo(t.layers,t.zoom),this.segments=new Da,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function al(t,e){return t.x===e.x&&(t.x<0||t.x>po)||t.y===e.y&&(t.y<0||t.y>po)}il.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=Ns(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,h=vo(o,u);if(this.layers[0]._featureFilter.filter(new Oi(this.zoom),h,r)){var f={id:s,sourceLayerIndex:c,index:l,geometry:u?h.geometry:yo(o),properties:o.properties,type:o.type,patterns:{}};this.hasPattern?this.features.push(js(\"fill-extrusion\",this.layers,f,this.zoom,e)):this.addFeature(f,f.geometry,l,r,{}),e.featureIndex.insert(o,f.geometry,l,c,this.index,!0)}}},il.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},il.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},il.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},il.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},il.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Gs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},il.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},il.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Fs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),f=0,p=s;f<p.length;f+=1){var d=p[f];if(0!==d.length&&!((P=d).every((function(t){return t.x<0}))||P.every((function(t){return t.x>po}))||P.every((function(t){return t.y<0}))||P.every((function(t){return t.y>po}))))for(var m=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var v=d[g-1];if(!al(y,v)){h.vertexLength+4>Da.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(v)._perp()._unit(),_=v.dist(y);m+_>32768&&(m=0),nl(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,m),nl(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,m),m+=_,nl(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,m),nl(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,m);var b=h.vertexLength;this.indexArray.emplaceBack(b,b+2,b+1),this.indexArray.emplaceBack(b+1,b+2,b+3),h.vertexLength+=4,h.primitiveLength+=2}}}}if(h.vertexLength+l>Da.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===el[t.type]){for(var w=[],T=[],k=h.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];nl(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=as(w,T),I=0;I<L.length;I+=3)this.indexArray.emplaceBack(k+L[I],k+L[I+2],k+L[I+1]);h.primitiveLength+=L.length/3,h.vertexLength+=l}}var P;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},oi(\"FillExtrusionBucket\",il,{omit:[\"layers\",\"features\"]});var ol={paint:new Yi({\"fill-extrusion-opacity\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Gi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},sl=function(t){function e(e){t.call(this,e,ol)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new il(t)},e.prototype.queryRadius=function(){return zo(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=Oo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];qo(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,m=0,g=t;m<g.length;m+=1){for(var y=[],v=[],x=0,_=g[m];x<_.length;x+=1){var b=_[x],w=b.x,T=b.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+c,C=S+u,L=k+h,I=A+f,P=M+p,z=S+d,O=new a((k+s)/C,(A+l)/C);O.z=E/C,y.push(O);var D=new a(L/z,I/z);D.z=P/z,v.push(D)}i.push(y),o.push(v)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;To(r,e)&&(n=cl(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],h=[l,c,o[s+1],u,l];bo(r,h)&&(n=Math.min(n,cl(r,h)))}return n!==1/0&&n}(p[0],p[1],f)},e}($i);function ll(t,e){return t.x*e.x+t.y*e.y}function cl(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=ll(s,s),h=ll(s,l),f=ll(l,l),p=ll(c,s),d=ll(c,l),m=u*f-h*h,g=(f*p-h*d)/m,y=(u*d-h*p)/m,v=1-g-y,x=i.z*v+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var _=1/0,b=0,w=e;b<w.length;b+=1){var T=w[b];_=Math.min(_,T.z)}return _}var ul=ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,hl=ta([{name:\"a_uv_x\",components:1,type:\"Float32\"},{name:\"a_split_index\",components:1,type:\"Float32\"}]).members,fl=tl.VectorTileFeature.types,pl=Math.cos(Math.PI/180*37.5),dl=Math.pow(2,14)/.5,ml=function(t){var e=this;this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.lineClipsArray=[],this.gradients={},this.layers.forEach((function(t){e.gradients[t.id]={}})),this.layoutVertexArray=new aa,this.layoutVertexArray2=new oa,this.indexArray=new ma,this.programConfigurations=new uo(t.layers,t.zoom),this.segments=new Da,this.maxLineLength=0,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};ml.prototype.populate=function(t,e,r){this.hasPattern=Ns(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,h=s.sourceLayerIndex,f=this.layers[0]._featureFilter.needGeometry,p=vo(l,f);if(this.layers[0]._featureFilter.filter(new Oi(this.zoom),p,r)){var d=n?n.evaluate(p,{},r):void 0,m={id:c,properties:l.properties,type:l.type,sourceLayerIndex:h,index:u,geometry:f?p.geometry:yo(l),patterns:{},sortKey:d};i.push(m)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var v=y[g],x=v,_=x.geometry,b=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=js(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(v,_,b,r,{});var k=t[b].feature;e.featureIndex.insert(k,_,b,w,this.index)}},ml.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},ml.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},ml.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},ml.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},ml.prototype.upload=function(t){this.uploaded||(0!==this.layoutVertexArray2.length&&(this.layoutVertexBuffer2=t.createVertexBuffer(this.layoutVertexArray2,hl)),this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ul),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},ml.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},ml.prototype.lineFeatureClips=function(t){if(t.properties&&t.properties.hasOwnProperty(\"mapbox_clip_start\")&&t.properties.hasOwnProperty(\"mapbox_clip_end\"))return{start:+t.properties.mapbox_clip_start,end:+t.properties.mapbox_clip_end}},ml.prototype.addFeature=function(t,e,r,n,i){var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\");this.lineClips=this.lineFeatureClips(t);for(var u=0,h=e;u<h.length;u+=1){var f=h[u];this.addLine(f,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},ml.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,this.lineClips){this.lineClipsArray.push(this.lineClips);for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance(),this.maxLineLength=Math.max(this.maxLineLength,this.totalDistance)}for(var s=\"Polygon\"===fl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,h=this.overscaling<=16?15*po/(512*this.overscaling):0,f=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,m=void 0,g=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],g=t[c].sub(u)._unit()._perp());for(var y=c;y<l;y++)if(!(d=y===l-1?s?t[c+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(m=g),u&&(p=u),u=t[y],g=d?d.sub(u)._unit()._perp():m;var v=(m=m||g).add(g);0===v.x&&0===v.y||v._unit();var x=m.x*g.x+m.y*g.y,_=v.x*g.x+v.y*g.y,b=0!==_?1/_:1/0,w=2*Math.sqrt(2-2*_),T=_<pl&&p&&d,k=m.x*g.y-m.y*g.x>0;if(T&&y>c){var A=u.dist(p);if(A>2*h){var M=u.sub(u.sub(p)._mult(h/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,m,0,0,f),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(b<a?E=\"miter\":b<=2&&(E=\"fakeround\")),\"miter\"===E&&b>i&&(E=\"bevel\"),\"bevel\"===E&&(b>2&&(E=\"flipbevel\"),b<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)v._mult(b),this.addCurrentVertex(u,v,0,0,f);else if(\"flipbevel\"===E){if(b>100)v=g.mult(-1);else{var C=b*m.add(g).mag()/m.sub(g).mag();v._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,v,0,0,f),this.addCurrentVertex(u,v.mult(-1),0,0,f)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(b*b-1),I=k?L:0,P=k?0:L;if(p&&this.addCurrentVertex(u,m,I,P,f),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(m)._mult(D)._add(m)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,f)}d&&this.addCurrentVertex(u,g,-I,-P,f)}else if(\"butt\"===E)this.addCurrentVertex(u,v,0,0,f);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,v,B,B,f)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,m,0,0,f),this.addCurrentVertex(u,m,1,1,f,!0)),d&&(this.addCurrentVertex(u,g,-1,-1,f,!0),this.addCurrentVertex(u,g,0,0,f)));if(T&&y<l-1){var N=u.dist(d);if(N>2*h){var j=u.add(d.sub(u)._mult(h/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,g,0,0,f),u=j}}}}},ml.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>dl/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},ml.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*(this.lineClips?this.scaledDistance*(dl-1):this.scaledDistance);if(this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6),this.lineClips){var u=(this.scaledDistance-this.lineClips.start)/(this.lineClips.end-this.lineClips.start);this.layoutVertexArray2.emplaceBack(u,this.lineClipsArray.length)}var 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r=p({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Hi),xl=new vl(yl.paint.properties[\"line-width\"].specification);xl.useIntegerZoom=!0;var _l=function(t){function e(e){t.call(this,e,yl),this.gradientVersion=0}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){if(\"line-gradient\"===t){var e=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.stepInterpolant=e._styleExpression.expression instanceof tr,this.gradientVersion=(this.gradientVersion+1)%l}},e.prototype.gradientExpression=function(){return this._transitionablePaint._values[\"line-gradient\"].value.expression},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=xl.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new 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r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Nl(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),Il(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),Il(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Nl(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,zl.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,jl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ul,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,Hl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Vl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,ql,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,Gl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,Zl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,Wl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,Yl,e)},writeBytesField:function(t,e){this.writeTag(t,zl.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,zl.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,zl.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,zl.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,zl.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,zl.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,zl.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,zl.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,zl.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,zl.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var Kl=3;function Ql(t,e,r){1===t&&r.readMessage(tc,e)}function tc(t,e,r){if(3===t){var n=r.readMessage(ec,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:i,bitmap:new Jo({width:o+2*Kl,height:s+2*Kl},a),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function ec(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var rc=Kl;function nc(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var h=u[c],f=o.length-1;f>=0;f--){var p=o[f];if(!(h.w>p.w||h.h>p.h)){if(h.x=p.x,h.y=p.y,l=Math.max(l,h.y+h.h),s=Math.max(s,h.x+h.w),h.w===p.w&&h.h===p.h){var d=o.pop();f<o.length&&(o[f]=d)}else 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Ko({width:o||1,height:s||1});for(var c in t){var u=t[c],h=r[c].paddedRect;Ko.copy(u.data,l,{x:0,y:0},{x:h.x+ic,y:h.y+ic},u.data)}for(var f in e){var p=e[f],d=n[f].paddedRect,m=d.x+ic,g=d.y+ic,y=p.data.width,v=p.data.height;Ko.copy(p.data,l,{x:0,y:0},{x:m,y:g},p.data),Ko.copy(p.data,l,{x:0,y:v-1},{x:m,y:g-1},{width:y,height:1}),Ko.copy(p.data,l,{x:0,y:0},{x:m,y:g+v},{width:y,height:1}),Ko.copy(p.data,l,{x:y-1,y:0},{x:m-1,y:g},{width:1,height:v}),Ko.copy(p.data,l,{x:0,y:0},{x:m+y,y:g},{width:1,height:v})}this.image=l,this.iconPositions=r,this.patternPositions=n};sc.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2*ic,h:i.data.height+2*ic};r.push(a),e[n]=new ac(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},sc.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},sc.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},oi(\"ImagePosition\",ac),oi(\"ImageAtlas\",sc);var lc={horizontal:1,vertical:2,horizontalOnly:3},cc=-17;var uc=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};uc.forText=function(t,e){var r=new uc;return r.scale=t||1,r.fontStack=e,r},uc.forImage=function(t){var e=new uc;return e.imageName=t,e};var hc=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function fc(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m){var g,y=hc.fromFeature(t,i);h===lc.vertical&&y.verticalizePunctuation();var v=zi.processBidirectionalText,x=zi.processStyledBidirectionalText;if(v&&1===y.sections.length){g=[];for(var _=0,b=v(y.toString(),_c(y,c,a,e,n,p,d));_<b.length;_+=1){var w=b[_],T=new hc;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,_c(y,c,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new hc;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,_c(y,c,a,e,n,p,d));var C=[],L={positionedLines:C,text:y.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:h,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,h){for(var f=0,p=cc,d=0,m=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,v=0,x=i;v<x.length;v+=1){var _=x[v];_.trim();var b=_.getMaxScale(),w=(b-1)*Cl,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(_.length()){for(var M=0;M<_.length();M++){var S=_.getSection(M),E=_.getSectionIndex(M),C=_.getCharCode(M),L=0,I=null,P=null,z=null,O=Cl,D=!(l===lc.horizontal||!u&&!mi(C)||u&&(pc[C]||yi(C)));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,P=R.paddedRect;var F=R.displaySize;S.scale=S.scale*Cl/h,I={width:F[0],height:F[1],left:ic,top:-rc,advance:D?F[1]:F[0]},L=w+(Cl-F[1]*S.scale),O=I.advance;var B=D?F[0]*S.scale-Cl*b:F[1]*S.scale-Cl*b;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)P=j.rect,I=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;I=V.metrics}L=(b-S.scale)*Cl}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),f+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),f+=I.advance*S.scale+c)}if(0!==k.length){var q=f-c;d=Math.max(q,d),wc(k,0,k.length-1,g,A)}f=0;var H=a*b+A;T.lineOffset=Math.max(A,w),p+=H,m=Math.max(H,m),++y}else p+=a,++y}var G=p-cc,Z=bc(o),W=Z.horizontalAlign,Y=Z.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c=(e-r)*i,u=0;u=a!==o?-s*n-cc:(-n*l+.5)*o;for(var h=0,f=t;h<f.length;h+=1)for(var p=0,d=f[h].positionedGlyphs;p<d.length;p+=1){var m=d[p];m.x+=c,m.y+=u}})(t.positionedLines,g,W,Y,d,m,a,G,i.length),t.top+=-Y*G,t.bottom=t.top+G,t.left+=-W*d,t.right=t.left+d}(L,e,r,n,g,o,s,l,h,c,f,m),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(C)&&L}hc.fromFeature=function(t,e){for(var r=new hc,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},hc.prototype.length=function(){return this.text.length},hc.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},hc.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},hc.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},hc.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&gi(n)&&!El[t[r+1]]||i&&gi(i)&&!El[t[r-1]]||!El[t[r]]?e+=t[r]:e+=El[t[r]]}return e}(this.text)},hc.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&pc[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&pc[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},hc.prototype.substring=function(t,e){var r=new hc;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},hc.prototype.toString=function(){return this.text},hc.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},hc.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(uc.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},hc.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(uc.forImage(e)),this.sectionIndex.push(this.sections.length-1)):k(\"Reached maximum number of images 6401\")}else k(\"Can't add FormattedSection with an empty image.\")},hc.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var pc={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},dc={};function mc(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*Cl/a+i:0}var s=r[e.fontStack],l=s&&s[t];return 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a(0,0);u.push({tl:O,tr:D,bl:R,br:F,tex:y,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:Y,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,i,o,s,n,t.allowVerticalPlacement),y=t.textSizeData,v=null;\"source\"===y.kind?(v=[Ac*i.layout.get(\"text-size\").evaluate(s,{})])[0]>eu&&k(t.layerIds[0]+': Value for \"text-size\" is >= '+tu+'. Reduce your \"text-size\".'):\"composite\"===y.kind&&((v=[Ac*d.compositeTextSizes[0].evaluate(s,{},m),Ac*d.compositeTextSizes[1].evaluate(s,{},m)])[0]>eu||v[1]>eu)&&k(t.layerIds[0]+': Value for \"text-size\" is >= '+tu+'. Reduce your \"text-size\".'),t.addSymbols(t.text,g,v,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,m);for(var x=0,_=h;x<_.length;x+=1)f[_[x]]=t.text.placedSymbolArray.length-1;return 4*g.length}function nu(t){for(var e in t)return t[e];return null}function iu(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var au=tl.VectorTileFeature.types,ou=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function su(t,e,r,n,i,a,o,s,l,c,u,h,f){var p=s?Math.min(eu,Math.round(s[0])):0,d=s?Math.min(eu,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*h,256*f)}function lu(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function cu(t){for(var e=0,r=t.sections;e<r.length;e+=1)if(_i(r[e].text))return!0;return!1}var uu=function(t){this.layoutVertexArray=new la,this.indexArray=new ma,this.programConfigurations=t,this.segments=new Da,this.dynamicLayoutVertexArray=new ca,this.opacityVertexArray=new ua,this.placedSymbolArray=new Sa};uu.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},uu.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,wl.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Tl.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ou,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},uu.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},oi(\"SymbolBuffers\",uu);var hu=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new Da,this.collisionVertexArray=new da};hu.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,kl.members,!0)},hu.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},oi(\"CollisionBuffers\",hu);var fu=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Bo([]),this.placementViewportMatrix=Bo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Mc(this.zoom,e[\"text-size\"]),this.iconSizeData=Mc(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.canOverlap=r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\"),this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&this.canOverlap,\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return lc[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};fu.prototype.createArrays=function(){this.text=new uu(new uo(this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new uu(new uo(this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new La,this.lineVertexArray=new Ia,this.symbolInstances=new Ca},fu.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=El[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},fu.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof fe&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var h=e.iconDependencies,f=e.glyphDependencies,p=e.availableImages,d=new Oi(this.zoom),m=0,g=t;m<g.length;m+=1){var y=g[m],v=y.feature,x=y.id,_=y.index,b=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T=vo(v,w);if(n._featureFilter.filter(d,T,r)){w||(T.geometry=yo(v));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=fe.factory(A);cu(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Ii()||this.hasRTLText&&zi.isParsed())&&(k=Sl(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof pe?E:pe.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:_,sourceLayerIndex:b,geometry:T.geometry,properties:v.properties,type:au[v.type],sortKey:C};if(this.features.push(L),S&&(h[S.name]=!0),k){var I=a.evaluate(T,{},r).join(\",\"),P=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(lc.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)h[D.image.name]=!0;else{var R=di(k.toString()),F=D.fontStack||I,B=f[F]=f[F]||{};this.calculateGlyphDependencies(D.text,B,P,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var m=s(p,d,h),g=o(p,d,n[m].geometry);delete e[p],delete r[d],r[l(f,n[g].geometry,!0)]=g,n[m].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},fu.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},fu.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},fu.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},fu.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},fu.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},fu.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},fu.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},fu.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,h){for(var f=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,f,this.canOverlap?a.sortKey:void 0),m=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===lc.vertical?Math.PI/2:0,v=a.text&&a.text.sections,x=0;x<e.length;x++){var _=e[x],b=_.tl,w=_.tr,T=_.bl,k=_.br,A=_.tex,M=_.pixelOffsetTL,S=_.pixelOffsetBR,E=_.minFontScaleX,C=_.minFontScaleY,L=_.glyphOffset,I=_.isSDF,P=_.sectionIndex,z=d.vertexLength,O=L[1];su(p,s.x,s.y,b.x,O+b.y,A.x,A.y,r,I,M.x,M.y,E,C),su(p,s.x,s.y,w.x,O+w.y,A.x+A.w,A.y,r,I,S.x,M.y,E,C),su(p,s.x,s.y,T.x,O+T.y,A.x,A.y+A.h,r,I,M.x,S.y,E,C),su(p,s.x,s.y,k.x,O+k.y,A.x+A.w,A.y+A.h,r,I,S.x,S.y,E,C),lu(t.dynamicLayoutVertexArray,s,y),f.emplaceBack(z,z+1,z+2),f.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&P===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},h,v&&v[P])}t.placedSymbolArray.emplaceBack(s.x,s.y,m,this.glyphOffsetArray.length-m,g,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},fu.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},fu.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},fu.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},fu.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new hu(fa,Al.members,ba),this.iconCollisionBox=new hu(fa,Al.members,ba);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},fu.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var h=t.get(u);c.textBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},c.textFeatureIndex=h.featureIndex;break}for(var f=n;f<i;f++){var p=t.get(f);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var m=t.get(d);c.iconBox={x1:m.x1,y1:m.y1,x2:m.x2,y2:m.y2,anchorPointX:m.anchorPointX,anchorPointY:m.anchorPointY},c.iconFeatureIndex=m.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);c.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},c.verticalIconFeatureIndex=y.featureIndex;break}return c},fu.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},fu.prototype.hasTextData=function(){return this.text.segments.get().length>0},fu.prototype.hasIconData=function(){return this.icon.segments.get().length>0},fu.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},fu.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},fu.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},fu.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},fu.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},fu.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},fu.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},oi(\"SymbolBucket\",fu,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),fu.MAX_GLYPHS=65535,fu.addDynamicAttributes=lu;var pu=new Yi({\"symbol-placement\":new qi(Ft.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new qi(Ft.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new qi(Ft.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Hi(Ft.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new qi(Ft.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new qi(Ft.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new qi(Ft.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new qi(Ft.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new qi(Ft.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Hi(Ft.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new qi(Ft.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new qi(Ft.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Hi(Ft.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Hi(Ft.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new qi(Ft.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new qi(Ft.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Hi(Ft.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Hi(Ft.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new qi(Ft.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new qi(Ft.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new qi(Ft.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Hi(Ft.layout_symbol[\"text-field\"]),\"text-font\":new Hi(Ft.layout_symbol[\"text-font\"]),\"text-size\":new Hi(Ft.layout_symbol[\"text-size\"]),\"text-max-width\":new Hi(Ft.layout_symbol[\"text-max-width\"]),\"text-line-height\":new qi(Ft.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Hi(Ft.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Hi(Ft.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Hi(Ft.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new qi(Ft.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Hi(Ft.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new qi(Ft.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new qi(Ft.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Hi(Ft.layout_symbol[\"text-rotate\"]),\"text-padding\":new qi(Ft.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new qi(Ft.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Hi(Ft.layout_symbol[\"text-transform\"]),\"text-offset\":new Hi(Ft.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new qi(Ft.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new qi(Ft.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new qi(Ft.layout_symbol[\"text-optional\"])}),du={paint:new Yi({\"icon-opacity\":new Hi(Ft.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Hi(Ft.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Hi(Ft.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Hi(Ft.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Hi(Ft.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new qi(Ft.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new qi(Ft.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Hi(Ft.paint_symbol[\"text-opacity\"]),\"text-color\":new Hi(Ft.paint_symbol[\"text-color\"],{runtimeType:Xt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Hi(Ft.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Hi(Ft.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Hi(Ft.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new qi(Ft.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new qi(Ft.paint_symbol[\"text-translate-anchor\"])}),layout:pu},mu=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Gt,this.defaultValue=t};mu.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},mu.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},mu.prototype.outputDefined=function(){return!1},mu.prototype.serialize=function(){return null},oi(\"FormatSectionOverride\",mu,{omit:[\"defaultValue\"]});var gu=function(t){function e(e){t.call(this,e,du)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||un(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new fu(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=du.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new mu(a),s=new cn(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new fn(\"source\",s):new pn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Ui(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=du.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof fe)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ve&&ge(t.value)===Qt){var e=t.value;a(e.sections)}else t instanceof we?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}($i),yu={paint:new Yi({\"background-color\":new qi(Ft.paint_background[\"background-color\"]),\"background-pattern\":new Zi(Ft.paint_background[\"background-pattern\"]),\"background-opacity\":new qi(Ft.paint_background[\"background-opacity\"])})},vu=function(t){function e(e){t.call(this,e,yu)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}($i),xu={paint:new Yi({\"raster-opacity\":new qi(Ft.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new qi(Ft.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new qi(Ft.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new qi(Ft.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new qi(Ft.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new qi(Ft.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new qi(Ft.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new qi(Ft.paint_raster[\"raster-fade-duration\"])})},_u=function(t){function e(e){t.call(this,e,xu)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}($i);var bu=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}($i),wu={circle:Go,heatmap:es,hillshade:ns,fill:Hs,\"fill-extrusion\":sl,line:_l,symbol:gu,background:vu,raster:_u};var Tu=s.HTMLImageElement,ku=s.HTMLCanvasElement,Au=s.HTMLVideoElement,Mu=s.ImageData,Su=s.ImageBitmap,Eu=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Eu.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Tu||t instanceof ku||t instanceof Au||t instanceof Mu||Su&&t instanceof Su?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Tu||t instanceof ku||t instanceof Au||t instanceof Mu||Su&&t instanceof Su?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Eu.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Eu.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Eu.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Cu=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Cu.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Cu.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Lu=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},v([\"receive\",\"process\"],this),this.invoker=new Cu(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=S()?t:s};function Iu(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Lu.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=L(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:ui(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Lu.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else S()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Lu.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Lu.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(hi(e.error)):n(null,hi(e.data)))}else{var i=!1,a=L(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?ui(e):null,data:ui(n,a)},a)}:function(t){i=!0},s=null,l=hi(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Lu.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Pu=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Pu.prototype.setNorthEast=function(t){return this._ne=t instanceof Ou?new Ou(t.lng,t.lat):Ou.convert(t),this},Pu.prototype.setSouthWest=function(t){return this._sw=t instanceof Ou?new Ou(t.lng,t.lat):Ou.convert(t),this},Pu.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Ou)e=t,r=t;else{if(!(t instanceof Pu)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Pu.convert(a))}var o=t;return this.extend(Ou.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Ou(e.lng,e.lat),this._ne=new Ou(r.lng,r.lat)),this},Pu.prototype.getCenter=function(){return new Ou((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Pu.prototype.getSouthWest=function(){return this._sw},Pu.prototype.getNorthEast=function(){return this._ne},Pu.prototype.getNorthWest=function(){return new Ou(this.getWest(),this.getNorth())},Pu.prototype.getSouthEast=function(){return new Ou(this.getEast(),this.getSouth())},Pu.prototype.getWest=function(){return this._sw.lng},Pu.prototype.getSouth=function(){return this._sw.lat},Pu.prototype.getEast=function(){return this._ne.lng},Pu.prototype.getNorth=function(){return this._ne.lat},Pu.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Pu.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Pu.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Pu.prototype.contains=function(t){var e=Ou.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Pu.convert=function(t){return!t||t instanceof Pu?t:new Pu(t)};var zu=6371008.8,Ou=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ou.prototype.wrap=function(){return new Ou(f(this.lng,-180,180),this.lat)},Ou.prototype.toArray=function(){return[this.lng,this.lat]},Ou.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ou.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return zu*Math.acos(Math.min(i,1))},Ou.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Pu(new Ou(this.lng-r,this.lat-e),new Ou(this.lng+r,this.lat+e))},Ou.convert=function(t){if(t instanceof Ou)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ou(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ou(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Du=2*Math.PI*zu;function Ru(t){return Du*Math.cos(t*Math.PI/180)}function Fu(t){return(180+t)/360}function Bu(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Nu(t,e){return t/Ru(e)}function ju(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Uu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Uu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ou.convert(t);return new Uu(Fu(r.lng),Bu(r.lat),Nu(e,r.lat))},Uu.prototype.toLngLat=function(){return new Ou(360*this.x-180,ju(this.y))},Uu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Ru(ju(e));var t,e},Uu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Du*(t=ju(this.y),1/Math.cos(t*Math.PI/180));var t};var Vu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=Gu(0,t,t,e,r)};Vu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Vu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Iu(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Iu(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Vu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*po,(t.y*e-this.y)*po)},Vu.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var qu=function(t,e){this.wrap=t,this.canonical=e,this.key=Gu(t,e.z,e.z,e.x,e.y)},Hu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Vu(r,+n,+i),this.key=Gu(e,t,r,n,i)};function Gu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Hu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Hu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Hu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Hu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Hu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?Gu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):Gu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Hu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Hu.prototype.children=function(t){if(this.overscaledZ>=t)return[new Hu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Hu(e,this.wrap,e,r,n),new Hu(e,this.wrap,e,r+1,n),new Hu(e,this.wrap,e,r,n+1),new Hu(e,this.wrap,e,r+1,n+1)]},Hu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Hu.prototype.wrapped=function(){return new Hu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Hu.prototype.unwrapTo=function(t){return new Hu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Hu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Hu.prototype.toUnwrapped=function(){return new qu(this.wrap,this.canonical)},Hu.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Hu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Uu(t.x-this.wrap,t.y))},oi(\"CanonicalTileID\",Vu),oi(\"OverscaledTileID\",Hu,{omit:[\"posMatrix\"]});var Zu=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return k('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Zu.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Zu.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Zu.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Zu.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Zu.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Zu.prototype.getPixels=function(){return new Ko({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Zu.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},oi(\"DEMData\",Zu);var Wu=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Wu.prototype.encode=function(t){return this._stringToNumber[t]},Wu.prototype.decode=function(t){return this._numberToString[t]};var Yu=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},Xu={geometry:{configurable:!0}};Xu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Xu.geometry.set=function(t){this._geometry=t},Yu.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yu.prototype,Xu);var $u=function(){this.state={},this.stateChanges={},this.deletedStates={}};$u.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},p(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},$u.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},$u.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=p({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},$u.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},$u.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),p(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var u=0,h=Object.keys(this.deletedStates[o][c]);u<h.length;u+=1){var f=h[u];delete this.state[o][c][f]}s[c]=this.state[o][c]}r[o]=r[o]||{},p(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Ju=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new ti(po,16,0),this.grid3D=new ti(po,16,0),this.featureIndexArray=new za,this.promoteId=e};function Ku(t,e,r,n,i){return _(t,(function(t,a){var o=e instanceof Vi?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Qu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function th(t,e){return e-t}Ju.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<po&&u[1]<po&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Ju.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new tl.VectorTile(new Pl(this.rawTileData)).layers,this.sourceLayerCoder=new Wu(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Ju.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=po/t.tileSize/t.scale,l=An(o.filter),c=t.queryGeometry,u=t.queryPadding*s,h=Qu(c),f=this.grid.query(h.minX-u,h.minY-u,h.maxX+u,h.maxY+u),p=Qu(t.cameraQueryGeometry),d=0,m=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(Lo(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(Io(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,i+u)}));d<m.length;d+=1){var g=m[d];f.push(g)}f.sort(th);for(var y,v={},x=function(a){var u=f[a];if(u!==y){y=u;var h=i.featureIndexArray.get(u),p=null;i.loadMatchingFeature(v,h.bucketIndex,h.sourceLayerIndex,h.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=yo(e)),r.queryIntersectsFeature(c,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<f.length;_++)x(_);return v},Ju.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var h=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,h)){var f=this.sourceLayerCoder.decode(r),d=this.vtLayers[f].feature(n);if(i.needGeometry){var m=vo(d,!0);if(!i.filter(new Oi(this.tileID.overscaledZ),m,this.tileID.canonical))return}else if(!i.filter(new Oi(this.tileID.overscaledZ),d))return;for(var g=this.getId(d,f),y=0;y<h.length;y++){var v=h[y];if(!(a&&a.indexOf(v)<0)){var x=s[v];if(x){var _={};void 0!==g&&c&&(_=c.getState(x.sourceLayer||\"_geojsonTileLayer\",g));var b=p({},l[v]);b.paint=Ku(b.paint,x.paint,d,_,o),b.layout=Ku(b.layout,x.layout,d,_,o);var w=!u||u(d,x,_);if(w){var T=new Yu(d,this.z,this.x,this.y,g);T.layer=b;var k=t[v];void 0===k&&(k=t[v]=[]),k.push({featureIndex:n,feature:T,intersectionZ:w})}}}}}},Ju.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=An(i),u=0,h=t;u<h.length;u+=1){var f=h[u];this.loadMatchingFeature(l,r,n,f,c,a,o,s,e)}return l},Ju.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Ju.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},oi(\"FeatureIndex\",Ju,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var eh=function(t,e){this.tileID=t,this.uid=m(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};eh.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<N.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},eh.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},eh.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof fu){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof fu&&o.hasRTLText){this.hasRTLText=!0,zi.isLoading()||zi.isLoaded()||\"deferred\"!==Ii()||Pi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Aa},eh.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},eh.prototype.getBucket=function(t){return this.buckets[t.id]},eh.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Eu(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Eu(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},eh.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},eh.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},eh.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=An(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,h={z:l,x:c,y:u},f=0;f<a.length;f++){var p=a.feature(f);if(o.needGeometry){var d=vo(p,!0);if(!o.filter(new Oi(this.tileID.overscaledZ),d,this.tileID.canonical))continue}else if(!o.filter(new Oi(this.tileID.overscaledZ),p))continue;var m=r.getId(p,i),g=new Yu(p,l,c,u,m);g.tile=h,t.push(g)}}},eh.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},eh.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},eh.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=E(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},eh.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},eh.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},eh.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},eh.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<N.now()},eh.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},eh.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=N.now()+t},eh.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},eh.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var rh=s.performance,nh=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},rh.mark(this._marks.start)};nh.prototype.finish=function(){rh.mark(this._marks.end);var t=rh.getEntriesByName(this._marks.measure);return 0===t.length&&(rh.measure(this._marks.measure,this._marks.start,this._marks.end),t=rh.getEntriesByName(this._marks.measure),rh.clearMarks(this._marks.start),rh.clearMarks(this._marks.end),rh.clearMeasures(this._marks.measure)),t},t.Actor=Lu,t.AlphaImage=Jo,t.CanonicalTileID=Vu,t.CollisionBoxArray=Aa,t.Color=ce,t.DEMData=Zu,t.DataConstantProperty=qi,t.DictionaryCoder=Wu,t.EXTENT=po,t.ErrorEvent=Dt,t.EvaluationParameters=Oi,t.Event=Ot,t.Evented=Rt,t.FeatureIndex=Ju,t.FillBucket=Us,t.FillExtrusionBucket=il,t.ImageAtlas=sc,t.ImagePosition=ac,t.LineBucket=ml,t.LngLat=Ou,t.LngLatBounds=Pu,t.MercatorCoordinate=Uu,t.ONE_EM=Cl,t.OverscaledTileID=Hu,t.Point=a,t.Point$1=a,t.Properties=Yi,t.Protobuf=Pl,t.RGBAImage=Ko,t.RequestManager=Z,t.RequestPerformance=nh,t.ResourceType=bt,t.SegmentVector=Da,t.SourceFeatureState=$u,t.StructArrayLayout1ui2=wa,t.StructArrayLayout2f1f2i16=pa,t.StructArrayLayout2i4=ra,t.StructArrayLayout3ui6=ma,t.StructArrayLayout4i8=na,t.SymbolBucket=fu,t.Texture=Eu,t.Tile=eh,t.Transitionable=Fi,t.Uniform1f=$a,t.Uniform1i=Xa,t.Uniform2f=Ja,t.Uniform3f=Ka,t.Uniform4f=Qa,t.UniformColor=to,t.UniformMatrix4f=ro,t.UnwrappedTileID=qu,t.ValidationError=Bt,t.WritingMode=lc,t.ZoomHistory=fi,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=lu,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=c,t.bindAll=v,t.browser=N,t.cacheEntryPossiblyAdded=function(t){++xt>ft&&(t.getActor().send(\"enforceCacheSizeLimit\",ht),xt=0)},t.clamp=h,t.clearTileCache=function(t){var e=s.caches.delete(ut);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Fc,t.clone=function(t){var e=new Fo(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=w,t.clone$2=function(t){var e=new Fo(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ml,t.config=j,t.create=function(){var t=new Fo(16);return Fo!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new Fo(9);return Fo!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new Fo(4);return Fo!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=hn,t.createLayout=ta,t.createStyleLayer=function(t){return\"custom\"===t.type?new bu(t):new wu[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return 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r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=b(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new j(s,$,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new j(s,$,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(W(r),Y(a),W(i),Y(n));u<h.length;u+=1){var f=h[u],p=l.points[f];c.push(p.numPoints?G(p):this.points[p.index])}return c},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],h=i.points[u];h.parentId===t&&s.push(h.numPoints?G(h):this.points[h.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?Z(l):this.points[l.index].properties},h=void 0;c?h=l.id:this.options.generateId?h=l.index:this.points[l.index].id&&(h=this.points[l.index].id),void 0!==h&&(u.id=h),a.features.push(u)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(+t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=n.minPoints,l=i/(a*Math.pow(2,e)),c=0;c<t.length;c++){var u=t[c];if(!(u.zoom<=e)){u.zoom=e;for(var h=this.trees[e+1],f=h.within(u.x,u.y,l),p=u.numPoints||1,d=p,m=0,g=f;m<g.length;m+=1){var y=g[m],v=h.points[y];v.zoom>e&&(d+=v.numPoints||1)}if(d>=s){for(var x=u.x*p,_=u.y*p,b=o&&p>1?this._map(u,!0):null,w=(c<<5)+(e+1)+this.points.length,T=0,k=f;T<k.length;T+=1){var A=k[T],M=h.points[A];if(!(M.zoom<=e)){M.zoom=e;var S=M.numPoints||1;x+=M.x*S,_+=M.y*S,M.parentId=w,o&&(b||(b=this._map(u,!0)),o(b,this._map(M)))}}u.parentId=w,r.push(q(x/d,_/d,w,d,b))}else if(r.push(u),d>1)for(var E=0,C=f;E<C.length;E+=1){var L=C[E],I=h.points[L];I.zoom<=e||(I.zoom=e,r.push(I))}}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=kt(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=_t(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var m,g,y,v,x,_,b=.5*l.buffer/l.extent,w=.5-b,T=.5+b,k=1+b;m=g=y=v=null,x=lt(t,u,r-b,r+T,0,f.minX,f.maxX,l),_=lt(t,u,r+w,r+k,0,f.minX,f.maxX,l),t=null,x&&(m=lt(x,u,n-b,n+T,1,f.minY,f.maxY,l),g=lt(x,u,n+w,n+k,1,f.minY,f.maxY,l),x=null),_&&(y=lt(_,u,n-b,n+T,1,f.minY,f.maxY,l),v=lt(_,u,n+w,n+k,1,f.minY,f.maxY,l),_=null),c>1&&console.timeEnd(\"clipping\"),s.push(m||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(v||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return vt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[kt(c,u,h)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?vt(this.tiles[s],i):null):null};var Mt=function(e){function r(t,r,n,i){e.call(this,t,r,n,At),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON 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i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var c={};if(i){var u=i.finish();u&&(c.resourceTiming={},c.resourceTiming[n.source]=JSON.parse(JSON.stringify(u)))}r(null,c)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already 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t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];h(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,m=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(v(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(v(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function v(t,e,r,n,i){r[0]=0,n[0]=-m,n[1]=+m;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+m}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?m:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?m:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var _=function(){this.specification=t.styleSpec.light.position};_.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},_.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var b=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new _,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(b),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h),p=void 0,d=i/r*(n+1);if(l.isDash){var m=n-Math.abs(d);p=Math.sqrt(f*f+m*m)}else p=n-Math.sqrt(f*f+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h),p=l.isDash?f:-f;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setSourceProperty=function(t){this._tileJSONRequest&&this._tileJSONRequest.cancel(),t(),this.map.style.sourceCaches[this.id].clearTiles(),this.load()},r.prototype.setTiles=function(t){var e=this;return this.setSourceProperty((function(){e._options.tiles=t})),this},r.prototype.setUrl=function(t){var e=this;return this.setSourceProperty((function(){e.url=t,e._options.url=t})),this},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(C),I=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,minPoints:Math.max(2,n.clusterMinPoints||2),extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties,filter:n.filter},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),z=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,h=Math.max(c,u),f=Math.max(0,Math.floor(-Math.log(h)/Math.LN2)),p=Math.pow(2,f);return new t.CanonicalTileID(f,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(z),D=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(z),R={vector:E,raster:C,\"raster-dem\":L,geojson:I,video:O,image:z,canvas:D};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var c=[],u=0,h=l;u<h.length;u+=1){var f=h[u];c.push({wrappedTileID:f.tileID.wrapped().key,queryResults:f.tile.queryRenderedFeatures(e,r,t._state,f.queryGeometry,f.cameraQueryGeometry,f.scale,i,a,s,F(t.transform,f.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],h=l[c]=l[c]||{},f=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var m=d[p];h[m.featureIndex]||(h[m.featureIndex]=!0,f.push(m))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function N(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var j=function(t,e){this.max=t,this.onRemove=e,this.reset()};j.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},j.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 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Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Ct=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Ct.Replace=[1,0],Ct.disabled=new Ct(Ct.Replace,t.Color.transparent,[!1,!1,!1,!1]),Ct.unblended=new Ct(Ct.Replace,t.Color.transparent,[!0,!0,!0,!0]),Ct.alphaBlended=new Ct([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Lt=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Lt.disabled=new Lt(!1,1029,2305),Lt.backCCW=new Lt(!0,1029,2305);var It=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new Z(this),this.clearStencil=new W(this),this.colorMask=new Y(this),this.depthMask=new X(this),this.stencilMask=new $(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ct(this),this.program=new ut(this),this.activeTexture=new ht(this),this.viewport=new ft(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new mt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new _t(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\"),this.maxTextureSize=t.getParameter(t.MAX_TEXTURE_SIZE)};It.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},It.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},It.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},It.prototype.createVertexBuffer=function(t,e,r){return new q(this,t,e,r)},It.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},It.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},It.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},It.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},It.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},It.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},It.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Ct.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},It.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Pt=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(zt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(zt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Ot(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],m=this._tiles[p];if(m&&!(m.fadeEndTime&&m.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),c[g.tileID.key]=g.tileID),u[p]=d}}for(var y in this._retainLoadedChildren(u,a,s,l),c)l[y]||(this._coveredTiles[y]=!0,l[y]=c[y])}for(var v in l)this._tiles[v].clearFadeHold();for(var x=0,_=t.keysDifference(this._tiles,l);x<_.length;x+=1){var b=_[x],w=this._tiles[b];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(b)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],m=this._tiles[d.key];if(!m.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var v=d.children(this._source.maxzoom);if(n[v[0].key]&&n[v[1].key]&&n[v[2].key]&&n[v[3].key])continue}for(var x=m.wasRequested(),_=d.overscaledZ-1;_>=a;--_){var b=d.scaledTo(_);if(i[b.key])break;if(i[b.key]=!0,!(m=this.getTile(b))&&x&&(m=this._addTile(b)),m&&(n[b.key]=b,x=m.wasRequested(),m.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,m=0,g=c;m<g.length;m+=1){var y=g[m];h=Math.min(h,y.x),f=Math.min(f,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var v=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,m=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/m,y=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var v=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:v,cameraQueryGeometry:x,scale:m})}}},x=0;x<u.length;x++)v(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Ot(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function zt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Ot(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Dt(){return new t.window.Worker(oa.workerUrl)}Pt.maxOverzooming=10,Pt.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new Dt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var qt={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Ht(t,e,r){r.push({command:qt.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:qt.removeSource,args:[t]}),r[t]=!0}function Zt(t,e,r,n){Gt(t,r,n),Ht(t,e,r)}function Wt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Xt(t){return t.id}function $t(t,e){return t[e.id]=e,t}function Jt(e,r){if(!e)return[{command:qt.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:qt.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:qt.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:qt.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:qt.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:qt.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:qt.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:qt.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:qt.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:qt.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Wt(e,r,a)?n.push({command:qt.setGeoJSONSourceData,args:[a,r[a].data]}):Zt(a,r,n,i)):Ht(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:qt.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,h=(e=e||[]).map(Xt),f=r.map(Xt),p=e.reduce($t,{}),d=r.reduce($t,{}),m=h.slice(),g=Object.create(null);for(i=0,a=0;i<h.length;i++)o=h[i],d.hasOwnProperty(o)?a++:(n.push({command:qt.removeLayer,args:[o]}),m.splice(m.indexOf(o,a),1));for(i=0,a=0;i<f.length;i++)o=f[f.length-1-i],m[m.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:qt.removeLayer,args:[o]}),m.splice(m.lastIndexOf(o,m.length-a),1)):a++,c=m[m.length-i],n.push({command:qt.addLayer,args:[d[o],c]}),m.splice(m.length-i,0,o),g[o]=!0);for(i=0;i<f.length;i++)if(s=p[o=f[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,qt.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,qt.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:qt.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:qt.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),qt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:qt.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),qt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:qt.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:qt.removeLayer,args:[o]}),c=m[m.lastIndexOf(o)+1],n.push({command:qt.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:qt.setStyle,args:[r]}]}return n}var Kt=function(t,e){this.reset(t,e)};Kt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Kt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,m=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var v=d.get(y);if(v.hidden||v.writingMode===t.WritingMode.vertical&&!g)fe(v.numGlyphs,f);else{g=!1;var x=[v.anchorX,v.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,h)){var _=x[3],b=ne(n.transform.cameraToCenterDistance,_),w=t.evaluateSizeForFeature(c,u,v),T=s?w/b:w*b,k=new t.Point(v.anchorX,v.anchorY),A=re(k,a).point,M={},S=le(v,T,!1,l,r,a,o,e.glyphOffsetArray,p,f,A,k,M,m);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(v,T,!0,l,r,a,o,e.glyphOffsetArray,p,f,A,k,M,m).notEnoughRoom)&&fe(v.numGlyphs,f)}else fe(v.numGlyphs,f)}}i?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function oe(t,e,r,n,i,a,o,s,l,c,u){var h=s.glyphStartIndex+s.numGlyphs,f=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),m=e.getoffsetX(h-1),g=ue(t*d,r,n,i,a,o,s.segment,f,p,l,c,u);if(!g)return null;var y=ue(t*m,r,n,i,a,o,s.segment,f,p,l,c,u);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,c,u,h,f,p,d){var m,g=r/24,y=e.lineOffsetX*g,v=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,_=e.lineStartIndex,b=e.lineStartIndex+e.lineLength,w=oe(g,l,y,v,n,h,f,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}m=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)m.push(ue(g*l.getoffsetX(M),y,v,n,h,f,e.segment,_,b,c,o,p));m.push(w.last)}else{if(i&&!n){var S=re(f,a).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=re(C,a),I=L.signedDistanceFromCamera>0?L.point:ce(f,C,S,1,a),P=se(e.writingMode,S,I,d);if(P)return P}var z=ue(g*l.getoffsetX(e.glyphStartIndex),y,v,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};m=[z]}for(var O=0,D=m;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function ce(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ue(e,r,n,i,a,o,s,l,c,u,h,f){var p=i?e-r:e+r,d=p>0?1:-1,m=0;i&&(d*=-1,m=Math.PI),d<0&&(m+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,v=a,x=0,_=0,b=Math.abs(p),w=[];x+_<=b;){if((g+=d)<l||g>=c)return null;if(v=y,w.push(y),void 0===(y=f[g])){var T=new t.Point(u.getx(g),u.gety(g)),k=re(T,h);if(k.signedDistanceFromCamera>0)y=f[g]=k.point;else{var A=g-d;y=ce(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,v,b-x+1,h)}}x+=_,_=v.dist(y)}var M=(b-x)/_,S=y.sub(v),E=S.mult(M)._add(v);E._add(S._unit()._perp()._mult(n*d));var C=m+Math.atan2(y.y-v.y,y.x-v.x);return w.push(E),{point:E,angle:C,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return a?o.filter(a):o}var f={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,f,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var m=this.circleCells[i];if(null!==m)for(var g=this.circles,y=0,v=m;y<v.length;y+=1){var x=v[y];if(!l.circle[x]){l.circle[x]=!0;var _=3*x;if(this._circleAndRectCollide(g[_],g[_+1],g[_+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var b=g[_],w=g[_+1],T=g[_+2];a.push({key:this.circleKeys[x],x1:b-T,y1:w-T,x2:b+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var m=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[m+0],h[m+1],h[m+2],h[m+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,v=0,x=g;v<x.length;v+=1){var _=x[v];if(!c.circle[_]){c.circle[_]=!0;var b=3*_;if(this._circlesCollide(y[b],y[b+1],y[b+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[_])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++){var d=this.xCellCount*p+f;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var he=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function fe(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(he,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,me=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}me.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},me.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,h,f,p){var d=[],m=new t.Point(r.anchorX,r.anchorY),g=re(m,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),v=(u?a/y:a*y)/t.ONE_EM,x=re(m,s).point,_=oe(v,i,r.lineOffsetX*v,r.lineOffsetY*v,!1,x,m,r,n,s,{}),b=!1,w=!1,T=!0;if(_){for(var k=.5*f*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Kt,E=_.first,C=_.last,L=[],I=E.path.length-1;I>=1;I--)L.push(E.path[I]);for(var P=1;P<C.path.length;P++)L.push(C.path[P]);var z=2.5*k;if(l){var O=L.map((function(t){return re(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[L]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([L],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var q=0;q<V;q++){var H=q/Math.max(V-1,1),G=S.lerp(H),Z=G.x+de,W=G.y+de;d.push(Z,W,k,0);var Y=Z-k,X=W-k,$=Z+k,J=W+k;if(T=T&&this.isOffscreen(Y,X,$,J),w=w||this.isInsideGrid(Y,X,$,J),!e&&this.grid.hitTestCircle(Z,W,k,h)&&(b=!0,!c))return{circles:[],offscreen:!1,collisionDetected:b}}}}return{circles:!c&&b||!w?[]:d,offscreen:T,collisionDetected:b}},me.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+de,c.y+de);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var m=d[p],g=m.key;if(void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]={}),!h[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(m.x1,m.y1),new t.Point(m.x2,m.y1),new t.Point(m.x2,m.y2),new t.Point(m.x1,m.y2)];t.polygonIntersectsPolygon(r,y)&&(h[g.bucketInstanceId][g.featureIndex]=!0,void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]=[]),f[g.bucketInstanceId].push(g.featureIndex))}}return f},me.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},me.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},me.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},me.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},me.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},me.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var ve=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};ve.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},_e=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},be=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new me(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),f=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),m=te(h,f,p,this.transform,d),g=null;if(f){var y=ee(h,f,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new be(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var v={bucket:a,layout:l,posMatrix:h,textLabelPlaneMatrix:m,labelToScreenMatrix:g,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,_=a.sortKeyRanges;x<_.length;x+=1){var b=_[x],w=b.sortKey,T=b.symbolInstanceStart,k=b.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:v})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:v})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d){var m,g=[h.textOffset0,h.textOffset1],y=Te(t,r,n,g,i),v=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return v.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID].text&&(m=this.prevPlacement.variableOffsets[h.crossTileID].anchor),this.variableOffsets[h.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:m},this.markUsedJustification(f,t,h,p),f.allowVerticalPlacement&&(this.markUsedOrientation(f,p,h),this.placedOrientations[h.crossTileID]=p),{shift:y,placedGlyphBoxes:v}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,h=a.textPixelRatio,f=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,m=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),v=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),_=\"map\"===s.get(\"text-rotation-alignment\"),b=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=v&&(x||!o.hasIconData()||y),A=x&&(v||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(f)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},I=null,P=null,z=0,O=0,D=0;a.textFeatureIndex?z=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),a.verticalTextFeatureIndex&&(O=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));i+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,f={box:[],offscreen:!1},p=v?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,c,_,b,h,l,m,y,e,o,n,u);if(k&&(f=k.placedGlyphBoxes)&&f.box&&f.box.length){T=!0,E=k.shift;break}}return f};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=C&&C.box&&C.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&i.prevPlacement){var q=i.prevPlacement.variableOffsets[e.crossTileID];q&&(i.variableOffsets[e.crossTileID]=q,i.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,v,h,l,m.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Z=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\"),Y=e.collisionCircleDiameter;I=i.collisionIndex.placeCollisionCircles(v,G,o.lineVertexArray,o.glyphOffsetArray,Z,l,c,u,n,b,m.predicate,Y,W),T=v||I.circles.length>0&&!I.collisionDetected,S=S&&I.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?ke(t,E.x,E.y,_,b,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,h,l,m.predicate)};M=L&&L.box&&L.box.length&&a.verticalIconBox?(P=X(a.verticalIconBox)).box.length>0:(P=X(a.iconBox)).box.length>0,S=S&&P.offscreen}var $=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=y||0===e.numIconVertices;if($||J?J?$||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(L&&L.box&&O?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,m.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,m.ID)),M&&P&&i.collisionIndex.insertCollisionBox(P.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,m.ID),I&&(T&&i.collisionIndex.insertCollisionCircles(I.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,m.ID),n)){var K=o.bucketInstanceId,Q=i.collisionCircleArrays[K];void 0===Q&&(Q=i.collisionCircleArrays[K]=new _e);for(var tt=0;tt<I.circles.length;tt+=4)Q.circles.push(I.circles[tt+0]),Q.circles.push(I.circles[tt+1]),Q.circles.push(I.circles[tt+2]),Q.circles.push(I.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];M(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)M(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var I=this.collisionCircleArrays[o.bucketInstanceId];t.invert(I.invProjMatrix,l),I.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new ve(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new ve(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var h=i[u];if(!this.opacities[u]){var f=new ve(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new ve(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),h=\"map\"===a.get(\"text-pitch-alignment\"),f=\"none\"!==a.get(\"icon-text-fit\"),p=new ve(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},m=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,m=a.crossTileID,g=r[m],y=i.opacities[m];g?y=o:y||(y=p,i.opacities[m]=y),r[m]=!0;var v=s>0||l>0,x=a.numIconVertices>0,_=i.placedOrientations[a.crossTileID],b=_===t.WritingMode.vertical,w=_===t.WritingMode.horizontal||_===t.WritingMode.horizontalOnly;if(v){var T=Oe(y.text),k=b?De:T;d(e.text,s,k);var A=w?De:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||b?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,_);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var C=Oe(y.icon),L=!(f&&a.verticalPlacedIconSymbolIndex&&b);if(a.placedIconSymbolIndex>=0){var I=L?C:De;d(e.icon,a.numIconVertices,I),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var P=L?De:C;d(e.icon,a.numVerticalIconVertices,P),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var z=e.collisionArrays[n];if(z){var O=new t.Point(0,0);if(z.textBox||z.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[m];R?(O=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&O._rotate(h?i.transform.angle:-i.transform.angle)):D=!1}z.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!D||b,O.x,O.y),z.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!D||w,O.x,O.y)}var F=Boolean(!w&&z.verticalIconBox);z.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,f?O.x:0,f?O.y:0),z.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,f?O.x:0,f?O.y:0)}}},g=0;g<e.symbolInstances.length;g++)m(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Ce=Math.pow(2,17),Le=Math.pow(2,16),Ie=Math.pow(2,9),Pe=Math.pow(2,8),ze=Math.pow(2,1);function Oe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Ce+e*Le+r*Ie+e*Pe+r*ze+e}var De=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),i[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var qe=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},He=t.pick(qt,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(qt,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ze=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),We=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ze,!1)},r.prototype._load=function(e,r){if(!r||!qe(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,m=l.stretchX,g=l.stretchY,y=l.content,v=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,v,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:v,pixelRatio:d,sdf:p,stretchX:m,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}var l={};for(var c in this.sourceCaches){var u=this.sourceCaches[c];l[c]=u.used,u.used=!1}for(var h=0,f=this._order;h<f.length;h+=1){var p=f[h],d=this._layers[p];d.recalculate(e,this._availableImages),!d.isHidden(e.zoom)&&d.source&&(this.sourceCaches[d.source].used=!0)}for(var m in l){var g=this.sourceCaches[m];l[m]!==g.used&&g.fire(new t.Event(\"data\",{sourceDataType:\"visibility\",dataType:\"source\",sourceId:m}))}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),qe(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Jt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in He)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._afterImageUpdated(e)},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._afterImageUpdated(e)},r.prototype._afterImageUpdated=function(e){this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.dispatcher.broadcast(\"setImages\",this._availableImages),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Pt(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(qe(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is required to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1){var f=h[u];i.push(f)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var m=this._order[d];if(r(m))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var v=0,x=t;v<x.length;v+=1){var _=x[v][m];if(_)for(var b=0,w=_;b<w.length;b+=1){var T=w[b];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(B(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,h=Object.keys(l).map(Number);u<h.length;u+=1){var f=h[u];c.push(o[f])}c.sort(N);for(var p=function(){var r=m[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,h=c;u<h.length;u+=1){var f=h[u];o.push(f)}}},d=0,m=c;d<m.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&qe(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var h=u[c],f=this._layers[h];if(\"symbol\"===f.type){if(!l[f.source]){var p=this.sourceCaches[f.source];l[f.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(f,l[f.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var m=0,g=this._order;m<g.length;m+=1){var y=g[m],v=this._layers[y];\"symbol\"===v.type&&this.placement.updateLayerOpacities(v,l[v.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);We.getSourceType=function(t){return R[t]},We.setSourceType=function(t,e){R[t]=e},We.registerForPluginStateChange=t.registerForPluginStateChange;var Ye=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Xe=br(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),$e=br(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=br(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ke=br(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=br(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=br(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=br(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=br(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=br(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=br(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=br(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=br(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=br(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=br(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),cr=br(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),ur=br(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),hr=br(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggerationFactor=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;float exaggeration=u_zoom < 15.0 ? (u_zoom-15.0)*exaggerationFactor : 0.0;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/pow(2.0,exaggeration+(19.2562-u_zoom));gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),fr=br(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=br(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=br(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,v_uv);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;attribute float a_uv_x;attribute float a_split_index;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;uniform float u_image_height;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;highp float texel_height=1.0/u_image_height;highp float half_texel_height=0.5*texel_height;v_uv=vec2(a_uv_x,a_split_index*texel_height-half_texel_height);vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),mr=br(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=br(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=br(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),vr=br(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=br(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),_r=br(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function br(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n=e.match(/attribute ([\\w]+) ([\\w]+)/g),i=t.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),a=e.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),o=a?a.concat(i):i,s={};return{fragmentSource:t=t.replace(r,(function(t,e,r,n,i){return s[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+n+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,n,i){var a=\"float\"===n?\"vec2\":\"vec4\",o=i.match(/color/)?\"color\":a;return s[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+a+\" a_\"+i+\";\\nvarying \"+r+\" \"+n+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===o?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n \"+i+\" = a_\"+i+\";\\n#else\\n \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n \"+i+\" = unpack_mix_\"+o+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+a+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===o?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n \"+r+\" \"+n+\" \"+i+\" = a_\"+i+\";\\n#else\\n \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n \"+r+\" \"+n+\" \"+i+\" = unpack_mix_\"+o+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),staticAttributes:n,staticUniforms:o}}var wr=Object.freeze({__proto__:null,prelude:Xe,background:$e,backgroundPattern:Je,circle:Ke,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:cr,fillExtrusionPattern:ur,hillshadePrepare:hr,hillshade:fr,line:pr,lineGradient:dr,linePattern:mr,lineSDF:gr,raster:yr,symbolIcon:vr,symbolSDF:xr,symbolTextAndIcon:_r}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};function kr(t){for(var e=[],r=0;r<t.length;r++)if(null!==t[r]){var n=t[r].split(\" \");e.push(n.pop())}return e}Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,m=r;d<m.length;d+=1){var g=m[d];g.bind(),g.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var Ar=function(t,e,r,n,i,a){var o=t.gl;this.program=o.createProgram();for(var s=kr(r.staticAttributes),l=n?n.getBinderAttributes():[],c=s.concat(l),u=r.staticUniforms?kr(r.staticUniforms):[],h=n?n.getBinderUniforms():[],f=[],p=0,d=u.concat(h);p<d.length;p+=1){var m=d[p];f.indexOf(m)<0&&f.push(m)}var g=n?n.defines():[];a&&g.push(\"#define OVERDRAW_INSPECTOR;\");var y=g.concat(Xe.fragmentSource,r.fragmentSource).join(\"\\n\"),v=g.concat(Xe.vertexSource,r.vertexSource).join(\"\\n\"),x=o.createShader(o.FRAGMENT_SHADER);if(o.isContextLost())this.failedToCreate=!0;else{o.shaderSource(x,y),o.compileShader(x),o.attachShader(this.program,x);var _=o.createShader(o.VERTEX_SHADER);if(o.isContextLost())this.failedToCreate=!0;else{o.shaderSource(_,v),o.compileShader(_),o.attachShader(this.program,_),this.attributes={};var b={};this.numAttributes=c.length;for(var w=0;w<this.numAttributes;w++)c[w]&&(o.bindAttribLocation(this.program,w,c[w]),this.attributes[c[w]]=w);o.linkProgram(this.program),o.deleteShader(_),o.deleteShader(x);for(var T=0;T<f.length;T++){var k=f[T];if(k&&!b[k]){var A=o.getUniformLocation(this.program,k);A&&(b[k]=A)}}this.fixedUniforms=i(t,b),this.binderUniforms=n?n.getUniforms(t,b):[]}}};function Mr(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}Ar.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m){var g,y=t.gl;if(!this.failedToCreate){for(var v in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[v].set(o[v]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],_=0,b=u.get();_<b.length;_+=1){var w=b[_],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,m),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Sr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},Er=function(e,r,n,i,a,o,s){return t.extend(Sr(e,r,n,i),Mr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Cr=function(t){return{u_matrix:t}},Lr=function(e,r,n,i){return t.extend(Cr(e),Mr(n,r,i))},Ir=function(t,e){return{u_matrix:t,u_world:e}},Pr=function(e,r,n,i,a){return t.extend(Lr(e,r,n,i),{u_world:a})},zr=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Or=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Rr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Fr=function(t){return{u_matrix:t}},Br=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Nr=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},jr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,h=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),h),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},Ur=function(e,r){var n=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[n,n],u_zoom:e.overscaledZ,u_unpack:r.getUnpackVector()}};var Vr=function(e,r,n){var i=e.transform;return{u_matrix:Wr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},qr=function(e,r,n,i){return t.extend(Vr(e,r,n),{u_image:0,u_image_height:i})},Hr=function(e,r,n,i){var a=e.transform,o=Zr(r,a);return{u_matrix:Wr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Gr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Zr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(i.from,c),h=s.getDash(i.to,c),f=u.width*a.fromScale,p=h.width*a.toScale;return t.extend(Vr(e,r,n),{u_patternscale_a:[l/f,-u.height/2],u_patternscale_b:[l/p,-h.height/2],u_sdfgamma:s.width/(256*Math.min(f,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:h.y,u_mix:a.t})};function Zr(t,e){return 1/ge(t,1,e.tileZoom)}function Wr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Yr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Xr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Xr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var $r,Jr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Kr=function(e,r,n,i,a,o,s,l,c,u,h){var f=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Qr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Kr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},tn=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},en=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},rn={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image),u_image_height:new t.Uniform1f(e,r.u_image_height)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function nn(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),h=[],f=0,p=0,d=0;d<i.length;d++){var m=i[d],g=r.getTile(m),y=g.getBucket(n);if(y){var v=m.posMatrix;0===a[0]&&0===a[1]||(v=e.translatePosMatrix(m.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,_=y.collisionCircleArray;if(_.length>0){var b=t.create(),w=v;t.mul(b,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(b,b,y.placementViewportMatrix),h.push({circleArray:_,circleOffset:p,transform:w,invTransform:b}),p=f+=_.length/4}x&&u.draw(l,c.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Lt.disabled,Or(v,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&h.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*f),k._trim();for(var A=0,M=0,S=h;M<S.length;M+=1)for(var E=S[M],C=0;C<E.circleArray.length/4;C++){var L=4*C,I=E.circleArray[L+0],P=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(A++,I,P,z,O,0),k.emplace(A++,I,P,z,O,1),k.emplace(A++,I,P,z,O,2),k.emplace(A++,I,P,z,O,3)}(!$r||$r.length<2*f)&&($r=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(f));for(var D=l.createIndexBuffer($r,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=h;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Lt.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var an=t.identity(new Float32Array(16));function on(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function sn(e,r,n,i,a,o,s,l,c,u,h){var f=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,m={};p.clear();for(var g=0;g<f.length;g++){var y=f.get(g),v=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||v?null:i[y.crossTileID];if(x){var _=new t.Point(y.anchorX,y.anchorY),b=re(_,n?l:s),w=ne(o.cameraToCenterDistance,b.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=on(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(_.add(M),s).point:b.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,C=0;C<y.numGlyphs;C++)t.addDynamicAttributes(p,S,E);h&&y.associatedIconIndex>=0&&(m[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else fe(y.numGlyphs,p)}if(h){d.clear();for(var L=e.icon.placedSymbolArray,I=0;I<L.length;I++){var P=L.get(I);if(P.hidden)fe(P.numGlyphs,d);else{var z=m[I];if(z)for(var O=0;O<P.numGlyphs;O++)t.addDynamicAttributes(d,z.shiftedAnchor,z.angle);else fe(P.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function ln(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function cn(e,r,n,i,a,o,s,l,c,u,h,f){for(var p=e.context,d=p.gl,m=e.transform,g=\"map\"===l,y=\"map\"===c,v=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!v,_=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),b=!1,w=e.depthModeForSublayer(0,Mt.ReadOnly),T=n.layout.get(\"text-variable-anchor\"),k=[],A=0,M=i;A<M.length;A+=1){var S=M[A],E=r.getTile(S),C=E.getBucket(n);if(C){var L=a?C.text:C.icon;if(L&&L.segments.get().length){var I=L.programConfigurations.get(n.id),P=a||C.sdfIcons,z=a?C.textSizeData:C.iconSizeData,O=y||0!==m.pitch,D=e.useProgram(ln(P,a,C),I),R=t.evaluateSizeForZoom(z,m.zoom),F=void 0,B=[0,0],N=void 0,j=void 0,U=null,V=void 0;if(a){if(N=E.glyphAtlasTexture,j=d.LINEAR,F=E.glyphAtlasTexture.size,C.iconsInText){B=E.imageAtlasTexture.size,U=E.imageAtlasTexture;var q=\"composite\"===z.kind||\"camera\"===z.kind;V=O||e.options.rotating||e.options.zooming||q?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||C.iconsNeedLinear;N=E.imageAtlasTexture,j=P||e.options.rotating||e.options.zooming||H||O?d.LINEAR:d.NEAREST,F=E.imageAtlasTexture.size}var G=ge(E,1,e.transform.zoom),Z=te(S.posMatrix,y,g,e.transform,G),W=ee(S.posMatrix,y,g,e.transform,G),Y=T&&C.hasTextData(),X=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&C.hasIconData();v&&ae(C,S.posMatrix,e,a,Z,W,y,u);var $=e.translatePosMatrix(S.posMatrix,E,o,s),J=v||a&&T||X?an:Z,K=e.translatePosMatrix(W,E,o,s,!0),Q=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),tt={program:D,buffers:L,uniformValues:P?C.iconsInText?Qr(z.kind,R,x,y,e,$,J,K,F,B):Kr(z.kind,R,x,y,e,$,J,K,a,F,!0):Jr(z.kind,R,x,y,e,$,J,K,a,F),atlasTexture:N,atlasTextureIcon:U,atlasInterpolation:j,atlasInterpolationIcon:V,isSDF:P,hasHalo:Q};if(_&&C.canOverlap){b=!0;for(var et=0,rt=L.segments.get();et<rt.length;et+=1){var nt=rt[et];k.push({segments:new t.SegmentVector([nt]),sortKey:nt.sortKey,state:tt})}}else k.push({segments:L.segments,sortKey:0,state:tt})}}}b&&k.sort((function(t,e){return t.sortKey-e.sortKey}));for(var it=0,at=k;it<at.length;it+=1){var ot=at[it],st=ot.state;if(p.activeTexture.set(d.TEXTURE0),st.atlasTexture.bind(st.atlasInterpolation,d.CLAMP_TO_EDGE),st.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),st.atlasTextureIcon&&st.atlasTextureIcon.bind(st.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),st.isSDF){var lt=st.uniformValues;st.hasHalo&&(lt.u_is_halo=1,un(st.buffers,ot.segments,n,e,st.program,w,h,f,lt)),lt.u_is_halo=0}un(st.buffers,ot.segments,n,e,st.program,w,h,f,st.uniformValues)}}function un(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Lt.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function hn(t,e,r,n,i,a,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),m=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var v=y[g],x=e.getTile(v);if(!d||x.patternsLoaded()){var _=x.getBucket(r);if(_){var b=_.programConfigurations.get(r.id),w=t.useProgram(l,b);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),b.updatePaintBuffers(m));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&b.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(v.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=_.indexBuffer2,h=_.segments2;var E=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Pr(S,t,m,x,E):Ir(S,E)}else u=_.indexBuffer,h=_.segments,c=d?Lr(S,t,m,x):Cr(S);w.draw(t.context,s,i,t.stencilModeForClipping(v),a,Lt.disabled,c,r.id,_.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,b)}}}}function fn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var m=d[p],g=e.getTile(m),y=g.getBucket(r);if(y){var v=y.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",v);u&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),v.updatePaintBuffers(h));var _=c.constantOr(null);if(_&&g.imageAtlas){var b=g.imageAtlas,w=b.patternPositions[_.to.toString()],T=b.patternPositions[_.from.toString()];w&&T&&v.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(m.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?Er(k,t,A,f,m,h,g):Sr(k,t,A,f);x.draw(s,s.gl.TRIANGLES,i,a,o,Lt.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,v)}}}function pn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=jr(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Lt.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function dn(e,r,n,i,a,o){var s=e.context,l=s.gl,c=r.dem;if(c&&c.data){var u=c.dim,h=c.stride,f=c.getPixels();if(s.activeTexture.set(l.TEXTURE1),s.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var p=r.demTexture;p.update(f,{premultiply:!1}),p.bind(l.NEAREST,l.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(s,f,l.RGBA,{premultiply:!1}),r.demTexture.bind(l.NEAREST,l.CLAMP_TO_EDGE);s.activeTexture.set(l.TEXTURE0);var d=r.fbo;if(!d){var m=new t.Texture(s,{width:u,height:u,data:null},l.RGBA);m.bind(l.LINEAR,l.CLAMP_TO_EDGE),(d=r.fbo=s.createFramebuffer(u,u,!0)).colorAttachment.set(m.texture)}s.bindFramebuffer.set(d.framebuffer),s.viewport.set([0,0,u,u]),e.useProgram(\"hillshadePrepare\").draw(s,l.TRIANGLES,i,a,o,Lt.disabled,Ur(r.tileID,c),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function mn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var gn=new t.Color(1,0,0,1),yn=new t.Color(0,1,0,1),vn=new t.Color(0,0,1,1),xn=new t.Color(1,0,1,1),_n=new t.Color(0,1,1,1);function bn(t){var e=t.transform.padding;wn(t,t.transform.height-(e.top||0),3,gn),wn(t,e.bottom||0,3,yn),Tn(t,e.left||0,3,vn),Tn(t,t.transform.width-(e.right||0),3,xn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;kn(t,e-a/2,r-i/2,a,i,n),kn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,_n)}function wn(t,e,r,n){kn(t,0,e+r/2,t.transform.width,r,n)}function Tn(t,e,r,n){kn(t,e-r/2,0,r,t.transform.height,n)}function kn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function An(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=Et.disabled,u=e.colorModeForRenderPass(),h=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Lt.disabled,Rr(o,t.Color.red),h,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,p=f&&f.byteLength||0,d=Math.floor(p/1024),m=r.getTile(n).tileSize,g=512/Math.min(m,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,c,Ct.alphaBlended,Lt.disabled,Rr(o,t.Color.transparent,g),h,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var Mn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,h=0,f=e;h<f.length;h+=1){var p=f[h],d=i.getTile(p),m=d.getBucket(n);if(m&&m.text&&m.text.segments.get().length){var g=m.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),v=ge(d,1,r.transform.zoom),x=te(p.posMatrix,u,c,r.transform,v),_=\"none\"!==n.layout.get(\"icon-text-fit\")&&m.hasIconData();if(y){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);sn(m,c,u,s,t.symbolSize,l,x,p.posMatrix,b,y,_)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&cn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&cn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(nn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),nn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=Et.disabled,p=e.colorModeForRenderPass(),d=[],m=0;m<i.length;m++){var g=i[m],y=r.getTile(g),v=y.getBucket(n);if(v){var x=v.programConfigurations.get(n.id),_={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:v.layoutVertexBuffer,indexBuffer:v.indexBuffer,uniformValues:zr(e,g,y,n)};if(l)for(var b=0,w=v.segments.get();b<w.length;b+=1){var T=w[b];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:_})}else d.push({segments:v.segments,sortKey:0,state:_})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,C=S.program,L=S.layoutVertexBuffer,I=S.indexBuffer,P=S.uniformValues,z=M.segments;C.draw(c,u.TRIANGLES,h,f,p,Lt.disabled,P,n.id,L,I,z,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Ct([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var h=r.getTile(u),f=h.getBucket(n);if(f){var p=f.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),m=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Lt.disabled,Br(u.posMatrix,h,m,n.paint.get(\"heatmap-intensity\")),n.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Lt.disabled,Nr(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1))for(var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",m=e.context,g=m.gl,y=!0,v=0,x=i;v<x.length;v+=1){var _=x[v],b=r.getTile(_);if(!h||b.patternsLoaded()){var w=b.getBucket(n);if(w){var T=w.programConfigurations.get(n.id),k=e.context.program.get(),A=e.useProgram(d,T),M=y||A.program!==k,S=u.constantOr(null);if(S&&b.imageAtlas){var E=b.imageAtlas,C=E.patternPositions[S.to.toString()],L=E.patternPositions[S.from.toString()];C&&L&&T.setConstantPatternPositions(C,L)}var I=h?Hr(e,b,n,p):c?Gr(e,b,n,c,p):f?qr(e,b,n,w.lineClipsArray.length):Vr(e,b,n);if(h)m.activeTexture.set(g.TEXTURE0),b.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),T.updatePaintBuffers(p);else if(c&&(M||e.lineAtlas.dirty))m.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(m);else if(f){var P=w.gradients[n.id],z=P.texture;if(n.gradientVersion!==P.version){var O=256;if(n.stepInterpolant){var D=r.getSource().maxzoom,R=_.canonical.z===D?Math.ceil(1<<e.transform.maxZoom-_.canonical.z):1,F=w.maxLineLength/t.EXTENT*1024*R;O=t.clamp(t.nextPowerOfTwo(F),256,m.maxTextureSize)}P.gradient=t.renderColorRamp({expression:n.gradientExpression(),evaluationKey:\"lineProgress\",resolution:O,image:P.gradient||void 0,clips:w.lineClipsArray}),P.texture?P.texture.update(P.gradient):P.texture=new t.Texture(m,P.gradient,g.RGBA),P.version=n.gradientVersion,z=P.texture}m.activeTexture.set(g.TEXTURE0),z.bind(n.stepInterpolant?g.NEAREST:g.LINEAR,g.CLAMP_TO_EDGE)}A.draw(m,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Lt.disabled,I,n.id,w.layoutVertexBuffer,w.indexBuffer,w.segments,n.paint,e.transform.zoom,T,w.layoutVertexBuffer2),y=!1}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);hn(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);hn(e,r,n,i,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))fn(t,e,r,n,a,Et.disabled,Ct.disabled),fn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();fn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=t.depthModeForSublayer(0,Mt.ReadOnly),o=t.colorModeForRenderPass(),s=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],l=s[0],c=0,u=s[1];c<u.length;c+=1){var h=u[c],f=e.getTile(h);f.needsHillshadePrepare&&\"offscreen\"===t.renderPass?dn(t,f,r,a,Et.disabled,o):\"translucent\"===t.renderPass&&pn(t,f,r,a,l[h.overscaledZ],o)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof z?[{},n]:t.stencilConfigForOverlap(n),u=c[0],h=c[1],f=h[h.length-1].overscaledZ,p=!t.options.moving,d=0,m=h;d<m.length;d+=1){var g=m[d],y=t.depthModeForSublayer(g.overscaledZ-f,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),v=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);v.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var _=e.findLoadedParent(g,0),b=mn(v,_,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),v.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),_?(_.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,_.tileID.overscaledZ-v.tileID.overscaledZ),T=[v.tileID.canonical.x*w%1,v.tileID.canonical.y*w%1]):v.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Yr(x,T||[0,0],w||1,b,r);o instanceof z?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Lt.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,u[g.overscaledZ],l,Lt.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=Et.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),m=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,v=m;y<v.length;y+=1){var x=v[y],_=t.transform.calculatePosMatrix(x.toUnwrapped()),b=c?en(_,i,t,c,{tileID:x,tileSize:l},g):tn(_,i,n);d.draw(a,o.TRIANGLES,f,h,p,Lt.disabled,b,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)An(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Sn=function(t,e){this.context=new It(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Pt.maxUnderzooming+Pt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Sn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Sn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ye.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ye.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ye.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Sn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Ct.disabled,Lt.disabled,Fr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Sn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Ct.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Ct.disabled,Lt.disabled,Fr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Sn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Sn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Sn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Sn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Ct([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Ct.unblended:Ct.alphaBlended},Sn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Sn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Sn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},h={},f={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),h[p]=u[p].slice().reverse(),f[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var m=0;m<i.length;m++){var g=i[m];if(this.style._layers[g].is3D()){this.opaquePassCutoff=m;break}}this.renderPass=\"offscreen\";for(var y=0,v=i;y<v.length;y+=1){var x=v[y],_=this.style._layers[x];if(_.hasOffscreenPass()&&!_.isHidden(this.transform.zoom)){var b=h[_.source];(\"custom\"===_.type||b.length)&&this.renderLayer(this,a[_.source],_,b)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?f:h)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&Mn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&bn(this),this.context.setDefault()},Sn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),Mn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Sn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Sn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Sn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Sn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Sn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},Sn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Sn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Sn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Sn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new Ar(this.context,t,wr[t],e,rn[t],this._showOverdrawInspector)),this.cache[r]},Sn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Sn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Sn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Sn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var En=function(t,e){this.points=t,this.planes=e};En.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new En(a,o)};var Cn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Cn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Cn(n,i)},Cn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Cn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Cn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,h=0;h<e.points.length;h++){var f=e.points[h][l]-this.min[l];c=Math.min(c,f),u=Math.max(u,f)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var Ln=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Ln.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Ln.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Ln.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Ln.prototype.clone=function(){return new Ln(this.top,this.bottom,this.left,this.right)},Ln.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var In=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Ln,this._posMatrixCache={},this._alignedPosMatrixCache={}},Pn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};In.prototype.clone=function(){var t=new In(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Pn.minZoom.get=function(){return this._minZoom},Pn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Pn.maxZoom.get=function(){return this._maxZoom},Pn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Pn.minPitch.get=function(){return this._minPitch},Pn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Pn.maxPitch.get=function(){return this._maxPitch},Pn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Pn.renderWorldCopies.get=function(){return this._renderWorldCopies},Pn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Pn.worldSize.get=function(){return this.tileSize*this.scale},Pn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Pn.size.get=function(){return new t.Point(this.width,this.height)},Pn.bearing.get=function(){return-this.angle/Math.PI*180},Pn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Pn.pitch.get=function(){return this._pitch/Math.PI*180},Pn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Pn.fov.get=function(){return this._fov/Math.PI*180},Pn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Pn.zoom.get=function(){return this._zoom},Pn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Pn.center.get=function(){return this._center},Pn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Pn.padding.get=function(){return this._edgeInsets.toJSON()},Pn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Pn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},In.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},In.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},In.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},In.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},In.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=En.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Cn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],h=[],f=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var m=u.pop(),g=m.x,y=m.y,v=m.fullyVisible;if(!v){var x=m.aabb.intersects(s);if(0===x)continue;v=2===x}var _=m.aabb.distanceX(o),b=m.aabb.distanceY(o),w=Math.max(Math.abs(_),Math.abs(b)),T=3+(1<<f-m.zoom)-2;if(m.zoom===f||w>T&&m.zoom>=l)h.push({tileID:new t.OverscaledTileID(m.zoom===f?p:m.zoom,m.wrap,m.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);u.push({aabb:m.aabb.quadrant(k),zoom:m.zoom+1,x:A,y:M,wrap:m.wrap,fullyVisible:v})}}return h.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},In.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Pn.unmodified.get=function(){return this._unmodified},In.prototype.zoomScale=function(t){return Math.pow(2,t)},In.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},In.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},In.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Pn.point.get=function(){return this.project(this.center)},In.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},In.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},In.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},In.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},In.prototype.coordinateLocation=function(t){return t.toLngLat()},In.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,h=n[2]/a,f=u===h?0:(0-u)/(h-u);return new t.MercatorCoordinate(t.number(o,s,f)/this.worldSize,t.number(l,c,f)/this.worldSize)},In.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},In.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},In.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},In.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},In.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},In.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},In.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;a=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var m=p.y,g=c.y/2;m-g<a&&(i=a+g),m+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,v=c.x/2;y-v<s&&(n=s+v),y+v>l&&(n=l-v)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},In.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,h=new Float64Array(16);t.perspective(h,this._fov,this.width/this.height,u,c),h[8]=2*-r.x/this.width,h[9]=2*r.y/this.height,t.scale(h,h,[1,-1,1]),t.translate(h,h,[0,0,-this.cameraToCenterDistance]),t.rotateX(h,h,this._pitch),t.rotateZ(h,h,this.angle),t.translate(h,h,[-s,-l,0]),this.mercatorMatrix=t.scale([],h,[this.worldSize,this.worldSize,this.worldSize]),t.scale(h,h,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=h,this.invProjMatrix=t.invert([],this.projMatrix);var f=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),m=Math.sin(this.angle),g=s-Math.round(s)+d*f+m*p,y=l-Math.round(l)+d*p+m*f,v=new Float64Array(h);if(t.translate(v,v,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=v,h=t.create(),t.scale(h,h,[this.width/2,-this.height/2,1]),t.translate(h,h,[1,-1,0]),this.labelPlaneMatrix=h,h=t.create(),t.scale(h,h,[1,-1,1]),t.translate(h,h,[-1,-1,0]),t.scale(h,h,[2/this.width,2/this.height,1]),this.glCoordMatrix=h,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(h=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=h,this._posMatrixCache={},this._alignedPosMatrixCache={}}},In.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},In.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},In.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(In.prototype,Pn);var zn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};zn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},zn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},zn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var h=this._hashName,f=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===h?(f=!0,e+\"=\"+u):t})).filter((function(t){return t}));return f||p.push(h+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},zn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},zn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},zn.prototype._updateHashUnthrottled=function(){var e=t.window.location.href.replace(/(#.+)?$/,this.getHashString());try{t.window.history.replaceState(t.window.history.state,null,e)}catch(t){}};var On={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},On),Rn=t.extend({deceleration:20,maxSpeed:1400},On),Fn=t.extend({deceleration:1e3,maxSpeed:360},On),Bn=t.extend({deceleration:1e3,maxSpeed:90},On),Nn=function(t){this._map=t,this.clear()};function jn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Un(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Nn.prototype.clear=function(){this._inertiaBuffer=[]},Nn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Nn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Nn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Un(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,jn(s,l)}if(r.zoom){var c=Un(r.zoom,o,Rn);s.zoom=this._map.transform.zoom+c.amount,jn(s,c)}if(r.bearing){var u=Un(r.bearing,o,Fn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),jn(s,u)}if(r.pitch){var h=Un(r.pitch,o,Bn);s.pitch=this._map.transform.pitch+h.amount,jn(s,h)}if(s.zoom||s.bearing){var f=void 0===r.pinchAround?r.around:r.pinchAround;s.around=f?this._map.unproject(f):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Vn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),qn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Gn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Gn.prototype.reset=function(){delete this._mousedownPos},Gn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},Gn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Vn(t.type,this._map,t))},Gn.prototype.mouseup=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.dblclick=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},Gn.prototype.mouseover=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.mouseout=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.touchstart=function(t){return this._firePreventable(new qn(t.type,this._map,t))},Gn.prototype.touchmove=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype.touchend=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype.touchcancel=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Zn=function(t){this._map=t};Zn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Zn.prototype.mousemove=function(t){this._map.fire(new Vn(t.type,this._map,t))},Zn.prototype.mousedown=function(){this._delayContextMenu=!0},Zn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Vn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Zn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Vn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Zn.prototype.isEnabled=function(){return!0},Zn.prototype.isActive=function(){return!1},Zn.prototype.enable=function(){},Zn.prototype.disable=function(){};var Wn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Yn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Wn.prototype.isEnabled=function(){return!!this._enabled},Wn.prototype.isActive=function(){return!!this._active},Wn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Wn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Wn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Wn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Wn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Wn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Wn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Wn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Xn=function(t){this.reset(),this.numTouches=t.numTouches};Xn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Xn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Yn(n,r)))},Xn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Yn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Xn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var $n=function(t){this.singleTap=new Xn(t),this.numTaps=t.numTaps,this.reset()};$n.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},$n.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},$n.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},$n.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new $n({numTouches:1,numTaps:2}),this._zoomOut=new $n({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn={};Kn[0]=1,Kn[2]=2;var Qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Qn.prototype._correctButton=function(t,e){return!1},Qn.prototype._move=function(t,e){return{}},Qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r)if(t.preventDefault(),function(t,e){var r=Kn[e];return void 0===t.buttons||(t.buttons&r)!==r}(t,this._eventButton))this.reset();else if(this._moved||!(e.dist(r)<this._clickTolerance))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Qn.prototype.mouseupWindow=function(t){this._lastPoint&&r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Qn.prototype.enable=function(){this._enabled=!0},Qn.prototype.disable=function(){this._enabled=!1,this.reset()},Qn.prototype.isEnabled=function(){return this._enabled},Qn.prototype.isActive=function(){return this._active};var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Qn),ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Qn),ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Qn),ni=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ni.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ni.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ni.prototype.touchmove=function(t,e,r){if(this._active&&!(r.length<this._minTouches))return t.preventDefault(),this._calculateTransform(t,e,r)},ni.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ni.prototype.touchcancel=function(){this.reset()},ni.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Yn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var h=o.div(s);if(this._sum._add(h),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:h}}},ni.prototype.enable=function(){this._enabled=!0},ni.prototype.disable=function(){this._enabled=!1,this.reset()},ni.prototype.isEnabled=function(){return this._enabled},ni.prototype.isActive=function(){return this._active};var ii=function(){this.reset()};function ai(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ii.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ii.prototype._start=function(t){},ii.prototype._move=function(t,e,r){return{}},ii.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ii.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ai(r,e,i),s=ai(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ii.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ai(n,e,a),l=ai(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ii.prototype.touchcancel=function(){this.reset()},ii.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ii.prototype.disable=function(){this._enabled=!1,this.reset()},ii.prototype.isEnabled=function(){return this._enabled},ii.prototype.isActive=function(){return this._active};function oi(t,e){return Math.log(t/e)/Math.LN2}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(oi(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:oi(this._distance,r),pinchAround:e}},e}(ii);function li(t,e){return 180*t.angleWith(e)/Math.PI}var ci=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:li(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=li(t,this._startVector);return Math.abs(r)<e},e}(ii);function ui(t){return Math.abs(t.y)>Math.abs(t.x)}var hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ui(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ui(t)&&ui(e)&&a}},e}(ii),fi={panStep:100,bearingStep:15,pitchStep:10},pi=function(){var t=fi;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep,this._rotationDisabled=!1};function di(t){return t*(2-t)}pi.prototype.reset=function(){this._active=!1},pi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return this._rotationDisabled&&(n=0,i=0),{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:di,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},pi.prototype.enable=function(){this._enabled=!0},pi.prototype.disable=function(){this._enabled=!1,this.reset()},pi.prototype.isEnabled=function(){return this._enabled},pi.prototype.isActive=function(){return this._active},pi.prototype.disableRotation=function(){this._rotationDisabled=!0},pi.prototype.enableRotation=function(){this._rotationDisabled=!1};var mi=4.000244140625,gi=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onTimeout\"],this)};gi.prototype.setZoomRate=function(t){this._defaultZoomRate=t},gi.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},gi.prototype.isEnabled=function(){return!!this._enabled},gi.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},gi.prototype.isZooming=function(){return!!this._zooming},gi.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},gi.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},gi.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%mi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},gi.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},gi.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},gi.prototype.renderFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>mi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var h=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),f=c(h);o=t.number(l,s,f),h<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},gi.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},gi.prototype.reset=function(){this._active=!1};var yi=function(t,e){this._clickZoom=t,this._tapZoom=e};yi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},yi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},yi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},yi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var vi=function(){this.reset()};vi.prototype.reset=function(){this._active=!1},vi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},vi.prototype.enable=function(){this._enabled=!0},vi.prototype.disable=function(){this._enabled=!1,this.reset()},vi.prototype.isEnabled=function(){return this._enabled},vi.prototype.isActive=function(){return this._active};var xi=function(){this._tap=new $n({numTouches:1,numTaps:1}),this.reset()};xi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},xi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},xi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},xi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},xi.prototype.touchcancel=function(){this.reset()},xi.prototype.enable=function(){this._enabled=!0},xi.prototype.disable=function(){this._enabled=!1,this.reset()},xi.prototype.isEnabled=function(){return this._enabled},xi.prototype.isActive=function(){return this._active};var _i=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};_i.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},_i.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},_i.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},_i.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var bi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};bi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},bi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},bi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},bi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var wi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};wi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},wi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},wi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},wi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},wi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},wi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var Ti=function(t){return t.zoom||t.drag||t.pitch||t.rotate},ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ai(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var Mi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Nn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!0}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};Mi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},Mi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Gn(e,t));var n=e.boxZoom=new Wn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new vi;e.doubleClickZoom=new yi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new xi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new hi;this._add(\"touchPitch\",s);var l=new ei(t),c=new ri(t);e.dragRotate=new bi(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new ti(t),h=new ni(t);e.dragPan=new _i(r,u,h),this._add(\"mousePan\",u),this._add(\"touchPan\",h,[\"touchZoom\",\"touchRotate\"]);var f=new ci,p=new si;e.touchZoomRotate=new wi(r,p,f,o),this._add(\"touchRotate\",f,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new gi(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var m=e.keyboard=new pi;this._add(\"keyboard\",m),this._add(\"blockableMapEvent\",new Zn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var v=y[g];t.interactive&&t[v]&&e[v].enable(t[v])}},Mi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},Mi.prototype.stop=function(t){if(!this._updatingCamera){for(var e=0,r=this._handlers;e<r.length;e+=1)r[e].handler.reset();this._inertia.clear(),this._fireEvents({},{},t),this._changes=[]}},Mi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},Mi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},Mi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},Mi.prototype.isMoving=function(){return Boolean(Ti(this._eventsInProgress))||this.isZooming()},Mi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},Mi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},Mi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},Mi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var h=u[c],f=h.handlerName,p=h.handler,d=h.allowed;if(p.isEnabled()){var m=void 0;this._blockedByActive(o,d,f)?p.reset():p[e||t.type]&&(m=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,m,f,n),m&&m.needsRenderFrame&&this._triggerRenderFrame()),(m||p.isActive())&&(o[f]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ai(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ai(i))&&this._map._stop(!0),this._updatingCamera=!1;var v=i.cameraAnimation;v&&(this._inertia.clear(),this._fireEvents({},{},!0),this._changes=[],v(this._map))}else this.stop(!0)},Mi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},Mi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},Mi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ai(t))return this._fireEvents(e,r,!0);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var h=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(h,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r,!0)},Mi.prototype._fireEvents=function(e,r,n){var i=this,a=Ti(this._eventsInProgress),o=Ti(e),s={};for(var l in e){var c=e[l].originalEvent;this._eventsInProgress[l]||(s[l+\"start\"]=c),this._eventsInProgress[l]=e[l]}for(var u in!a&&o&&this._fireEvent(\"movestart\",o.originalEvent),s)this._fireEvent(u,s[u]);for(var h in o&&this._fireEvent(\"move\",o.originalEvent),e){var f=e[h].originalEvent;this._fireEvent(h,f)}var p,d={};for(var m in this._eventsInProgress){var g=this._eventsInProgress[m],y=g.handlerName,v=g.originalEvent;this._handlersById[y].isActive()||(delete this._eventsInProgress[m],p=r[y]||v,d[m+\"end\"]=p)}for(var x in d)this._fireEvent(x,d[x]);var _=Ti(this._eventsInProgress);if(n&&(a||o)&&!_){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),w=function(t){return 0!==t&&-i._bearingSnap<t&&t<i._bearingSnap};b?(w(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:p})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:p})),w(this._map.getBearing())&&this._map.resetNorth()),this._updatingCamera=!1}},Mi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},Mi.prototype._requestFrame=function(){var t=this;return this._map.triggerRepaint(),this._map._renderTaskQueue.add((function(e){delete t._frameId,t.handleEvent(new ki(\"renderFrame\",{timeStamp:e})),t._applyChanges()}))},Mi.prototype._triggerRenderFrame=function(){void 0===this._frameId&&(this._frameId=this._requestFrame())};var Si=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){e=t.LngLatBounds.convert(e);var n=r&&r.bearing||0;return this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),n,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),h=c.rotate(-n*Math.PI/180),f=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(h.x,f.x),Math.max(h.y,f.y)),d=new t.Point(Math.min(h.x,f.x),Math.min(h.y,f.y)),m=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/m.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/m.y;if(!(y<0||g<0)){var v=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=\"number\"==typeof i.offset.x?new t.Point(i.offset.x,i.offset.y):t.Point.convert(i.offset),_=(i.padding.left-i.padding.right)/2,b=(i.padding.top-i.padding.bottom)/2,w=new t.Point(_,b).rotate(n*Math.PI/180),T=x.add(w).mult(s.scale/s.zoomScale(v));return{center:s.unproject(c.add(u).div(2).sub(T)),zoom:v,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,h=\"pitch\"in e?+e.pitch:s,f=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),m=i.pointLocation(d),g=t.LngLat.convert(e.center||m);this._normalizeCenter(g);var y,v,x=i.project(m),_=i.project(g).sub(x),b=i.zoomScale(c-a);e.around&&(y=t.LngLat.convert(e.around),v=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||h!==s,this._padding=!i.isPaddingEqual(f),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,h,e)),n._padding&&(i.interpolatePadding(l,f,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,v);else{var m=i.zoomScale(i.zoom-a),g=c>a?Math.min(2,b):Math.max(.5,b),w=Math.pow(g,1-e),T=i.unproject(x.add(_.mult(e*w)).mult(m));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,h=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,f=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),m=t.Point.convert(e.offset),g=a.centerPoint.add(m),y=a.pointLocation(g),v=t.LngLat.convert(e.center||y);this._normalizeCenter(v);var x=a.project(y),_=a.project(v).sub(x),b=e.curve,w=Math.max(a.width,a.height),T=w/d,k=_.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);b=Math.sqrt(M/k*2)}var S=b*b;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var I=E(0),P=function(t){return L(I)/L(I+b*t)},z=function(t){return w*((L(I)*(C(e=I+b*t)/L(e))-C(I))/S)/k;var e},O=(E(1)-I)/b;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/b,z=function(){return 0},P=function(t){return Math.exp(D*b*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/b:+e.speed;e.duration=1e3*O/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==h,this._pitching=f!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*O,d=1/P(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,h,e)),n._pitching&&(a.pitch=t.number(l,f,e)),n._padding&&(a.interpolatePadding(c,p,e),g=a.centerPoint.add(m));var y=1===e?v:a.unproject(x.add(_.mult(z(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop(!1)}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Ei=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_toggleAttribution\",\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Ei.prototype.getDefaultPosition=function(){return\"bottom-right\"},Ei.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._compactButton=r.create(\"button\",\"mapboxgl-ctrl-attrib-button\",this._container),this._compactButton.addEventListener(\"click\",this._toggleAttribution),this._setElementTitle(this._compactButton,\"ToggleAttribution\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),this._innerContainer.setAttribute(\"role\",\"list\"),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Ei.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Ei.prototype._setElementTitle=function(t,e){var r=this._map._getUIString(\"AttributionControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)},Ei.prototype._toggleAttribution=function(){this._container.classList.contains(\"mapboxgl-compact-show\")?(this._container.classList.remove(\"mapboxgl-compact-show\"),this._compactButton.setAttribute(\"aria-pressed\",\"false\")):(this._container.classList.add(\"mapboxgl-compact-show\"),this._compactButton.setAttribute(\"aria-pressed\",\"true\"))},Ei.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\",this._setElementTitle(e,\"MapFeedback\")}},Ei.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"visibility\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Ei.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Ei.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\",\"mapboxgl-compact-show\")};var Ci=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Ci.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Ci.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Ci.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ci.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Ci.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Ci.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Li=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Li.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Li.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Li.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Li.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ii={\"AttributionControl.ToggleAttribution\":\"Toggle attribution\",\"AttributionControl.MapFeedback\":\"Map feedback\",\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Pi=t.window.HTMLImageElement,zi=t.window.HTMLElement,Oi=t.window.ImageBitmap,Di=60,Ri={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Di,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Fi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Ri,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Di)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new In(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Li,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ii,e.locale),this._clickTolerance=e.clickTolerance,this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof zi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_onMapScroll\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1),t.window.addEventListener(\"orientationchange\",this._onWindowResize,!1)),this.handlers=new Mi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new zn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Ei({customAttribution:e.customAttribution})),this.addControl(new Ci,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&(r=e.getDefaultPosition?e.getDefaultPosition():\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.hasControl=function(t){return this._controls.indexOf(t)>-1},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Di:t)>Di)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Vn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Vn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Vn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new We(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new We(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\". Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Pi||Oi&&r instanceof Oi){var c=t.browser.getImageData(r),u=c.width,h=c.height,f=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:h},f),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,m=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(m)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Pi||Oi&&r instanceof Oi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Pi||Oi&&r instanceof Oi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\"),this._canvas.setAttribute(\"role\",\"region\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)})),this._container.addEventListener(\"scroll\",this._onMapScroll,!1)},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Sn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype._onMapScroll=function(t){if(t.target===this._container)return this._container.scrollTop=0,this._container.scrollLeft=0,!1},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var h=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:h,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var f=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(f);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}var p=this._sourcesDirty||this._styleDirty||this._placementDirty;return p||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&this.fire(new t.Event(\"idle\")),!this._loaded||this._fullyLoaded||p||(this._fullyLoaded=!0),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"orientationchange\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext&&n.loseContext(),Bi(this._canvasContainer),Bi(this._controlContainer),Bi(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Si);function Bi(t){t.parentNode&&t.parentNode.removeChild(t)}var Ni={showCompass:!0,showZoom:!0,visualizePitch:!1},ji=function(e){var n=this;this.options=t.extend({},Ni,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};ji.prototype._updateZoomButtons=function(){var t=this._map.getZoom(),e=t===this._map.getMaxZoom(),r=t===this._map.getMinZoom();this._zoomInButton.disabled=e,this._zoomOutButton.disabled=r,this._zoomInButton.setAttribute(\"aria-disabled\",e.toString()),this._zoomOutButton.setAttribute(\"aria-disabled\",r.toString())},ji.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},ji.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ui(this._map,this._compass,this.options.visualizePitch)),this._container},ji.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},ji.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},ji.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ui=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new ei({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ri({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Vi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ui.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ui.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ui.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ui.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ui.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ui.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ui.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ui.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ui.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ui.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ui.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var qi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Hi(t,e,r){var n=t.classList;for(var i in qi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Gi,Zi=function(e){function n(n,i){if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._scale=n&&n.scale||1,this._draggable=n&&n.draggable||!1,this._clickTolerance=n&&n.clickTolerance||0,this._isDragging=!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var a=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");a.setAttributeNS(null,\"display\",\"block\"),a.setAttributeNS(null,\"height\",\"41px\"),a.setAttributeNS(null,\"width\",\"27px\"),a.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");o.setAttributeNS(null,\"stroke\",\"none\"),o.setAttributeNS(null,\"stroke-width\",\"1\"),o.setAttributeNS(null,\"fill\",\"none\"),o.setAttributeNS(null,\"fill-rule\",\"evenodd\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"fill-rule\",\"nonzero\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),l.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,u=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<u.length;c+=1){var h=u[c],f=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");f.setAttributeNS(null,\"opacity\",\"0.04\"),f.setAttributeNS(null,\"cx\",\"10.5\"),f.setAttributeNS(null,\"cy\",\"5.80029008\"),f.setAttributeNS(null,\"rx\",h.rx),f.setAttributeNS(null,\"ry\",h.ry),l.appendChild(f)}var p=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");p.setAttributeNS(null,\"fill\",this._color);var d=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");d.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),p.appendChild(d);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(g);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");v.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");x.setAttributeNS(null,\"fill\",\"#000000\"),x.setAttributeNS(null,\"opacity\",\"0.25\"),x.setAttributeNS(null,\"cx\",\"5.5\"),x.setAttributeNS(null,\"cy\",\"5.5\"),x.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),v.appendChild(x),v.appendChild(_),s.appendChild(l),s.appendChild(p),s.appendChild(m),s.appendChild(y),s.appendChild(v),a.appendChild(s),a.setAttributeNS(null,\"height\",41*this._scale+\"px\"),a.setAttributeNS(null,\"width\",27*this._scale+\"px\"),this._element.appendChild(a),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),Hi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Vi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,qi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){if(!this._isDragging){var r=this._clickTolerance||this._map._clickTolerance;this._isDragging=e.point.dist(this._pointerdownPos)>=r}this._isDragging&&(this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\")))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._pointerdownPos=null,this._isDragging=!1,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._pointerdownPos=t.point,this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Wi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Yi=0,Xi=!1,$i=function(e){function n(r){e.call(this),this.options=t.extend({},Wi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Gi?n(Gi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Gi=\"denied\"!==t.state,n(Gi)})):(Gi=!!t.window.navigator.geolocation,n(Gi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Yi=0,Xi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Xi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Zi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Zi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Yi--,Xi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Yi>1?(e={maximumAge:6e5,timeout:0},Xi=!0):(e=this.options.positionOptions,Xi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Ji={maxWidth:100,unit:\"metric\"},Ki=function(e){this.options=t.extend({},Ji,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?ta(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):ta(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?ta(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?ta(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):ta(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function ta(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\" \"+n}Ki.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ki.prototype._onMove=function(){Qi(this._map,this._container,this.options)},Ki.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Ki.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Ki.prototype.setUnit=function(t){this.options.unit=t,Qi(this._map,this._container,this.options)};var ea=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};ea.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},ea.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},ea.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},ea.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},ea.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},ea.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},ea.prototype._isFullscreen=function(){return this._fullscreen},ea.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},ea.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ra={closeButton:!0,closeOnClick:!0,focusAfterOpen:!0,className:\"\",maxWidth:\"240px\"},na=[\"a[href]\",\"[tabindex]:not([tabindex='-1'])\",\"[contenteditable]:not([contenteditable='false'])\",\"button:not([disabled])\",\"input:not([disabled])\",\"select:not([disabled])\",\"textarea:not([disabled])\"].join(\", \"),ia=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ra),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._focusFirstElement(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){if(this._content)for(;this._content.hasChildNodes();)this._content.firstChild&&this._content.removeChild(this._content.firstChild);else this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container);return this._content.appendChild(t),this._createCloseButton(),this._update(),this._focusFirstElement(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.setOffset=function(t){return this.options.offset=t,this._update(),this},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createCloseButton=function(){this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"×\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Vi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=aa(this.options.offset);if(!a){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=i.y+o.bottom.y<c?[\"top\"]:i.y>this._map.transform.height-c?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var u=i.add(o[a]).round();r.setTransform(this._container,qi[a]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Hi(this._container,a,\"popup\")}},n.prototype._focusFirstElement=function(){if(this.options.focusAfterOpen&&this._container){var t=this._container.querySelector(na);t&&t.focus()}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function aa(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return aa(new t.Point(0,0))}var oa={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Fi,NavigationControl:ji,GeolocateControl:$i,AttributionControl:Ei,ScaleControl:Ki,FullscreenControl:ea,Popup:ia,Marker:Zi,Style:We,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Ft.workerCount},set workerCount(t){Ft.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return oa})),r}()},27549:function(t,e,r){\"use strict\";t.exports=r(55366)},55366:function(t,e,r){\"use strict\";var n=r(31625),i=r(75144),a=r(5137),o=r(78112),s=r(6807),l=r(68650),c=r(83473),u=r(60201),h=r(10275),f=r(62914);function p(t,e){for(var r=e[0],n=e[1],a=1/(e[2]-r),o=1/(e[3]-n),s=new Array(t.length),l=0,c=t.length/2;l<c;l++)s[2*l]=i((t[2*l]-r)*a,0,1),s[2*l+1]=i((t[2*l+1]-n)*o,0,1);return 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t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},74024:function(t,e,r){\"use strict\";var n=r(59518),i=r(6807),a=r(81330),o=r(38862),s=r(93103),l=r(162),c=r(68950),u=r(66127),h=r(5137),f=r(29388),p=r(4957),d=r(44626),m=r(44431),g=r(27976),y=r(12673),v=r(83473),x=r(54689).nextPow2,_=new s,b=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(b=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=_.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),_.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 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return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign 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t.offset&&(t.offset=[t.offset,0]),this.positionOffset=v(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else{var i=t.style,s=t.weight,l=t.stretch,c=t.variant;t=n.parse(n.stringify(t)),i&&(t.style=i),s&&(t.weight=s),l&&(t.stretch=l),c&&(t.variant=c)}var u=n.stringify({size:T.baseFontSize,family:t.family,stretch:b?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),h=p(t.size),f=Math.round(h[0]*d(h[1]));if(f!==e.fontSize[r]&&(o=!0,e.fontSize[r]=f),!(e.font[r]&&u==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[u],e.font[r]))){var m=t.family.join(\", \"),g=[t.style];t.style!=t.variant&&g.push(t.variant),t.variant!=t.weight&&g.push(t.weight),b&&t.weight!=t.stretch&&g.push(t.stretch),e.font[r]={baseString:u,family:m,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(m,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:g.join(\" \")})},T.fonts[u]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:b?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var _=1;_<t.text.length;_++)this.textOffsets[_]=this.textOffsets[_-1]+t.text[_-1].length,this.count+=t.text[_].length,this.counts.push(t.text[_].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,m(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var C=0;C<S;C++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var L=u.mallocUint8(this.count),I=u.mallocFloat(2*this.count);this.textWidth=[];for(var P=0,z=0;P<this.counts.length;P++){for(var 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n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,-1*(i+=\"number\"==typeof t?t-n.baseline:-n[t])}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Z=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Z(W,W+4),\"uint8\"),W)}else{var Y=t.color.length;H=u.mallocUint8(4*Y);for(var X=0;X<Y;X++)H.set(l(t.color[X]||0,\"uint8\"),4*X)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var $=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array($);for(var J=0;J<this.batch.length;J++)this.batch[J]={count:this.counts.length>1?this.counts[J]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[J]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*J,4*J+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[J]:this.opacity,baseline:null!=this.baselineOffset[J]?this.baselineOffset[J]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[J]?this.alignOffset[J]:this.alignOffset[0]:0,atlas:this.fontAtlas[J]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*J,2*J+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},t.exports=T},38862:function(t,e,r){\"use strict\";var n=r(6807);function 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Math.abs(i*s-o*a)<t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],c=a*l-o*s;if(Math.abs(c)<t)return!1;var u=e[0]-n[0],h=e[1]-n[1],f=(s*h-l*u)/c,p=(a*h-o*u)/c,d={alongA:0,alongB:0,pt:[e[0]+f*a,e[1]+f*o]};return d.alongA=f<=-t?-2:f<t?-1:f-1<=-t?0:f-1<t?1:2,d.alongB=p<=-t?-2:p<t?-1:p-1<=-t?0:p-1<t?1:2,d},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l<r.length;l++){var c=r[l][0],u=r[l][1];u-i>t!=o-i>t&&(a-c)*(i-u)/(o-u)+c-n>t&&(s=!s),a=c,o=u}return s}};return e}},24491:function(t){var e={toPolygon:function(t,e){function r(e){if(e.length<=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i<e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if(\"Polygon\"===e.type)return t.polygon(r(e.coordinates));if(\"MultiPolygon\"===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(\"PolyBool: Cannot convert GeoJSON object to PolyBool polygon\")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++)if(n(e,(s=t.children[r]).region))return void o(s,e);var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function c(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function h(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(f(t.children[r]))}function f(t){for(var e=0;e<t.children.length;e++)h(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)h(a.children[s]);return u.length<=0?{type:\"Polygon\",coordinates:[]}:1==u.length?{type:\"Polygon\",coordinates:u[0]}:{type:\"MultiPolygon\",coordinates:u}}};t.exports=e},26202:function(t,e,r){var n=r(48916);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,c=n.other.pt,(0!==(u=e.pointsCompare(a,l))?u:e.pointsSame(o,c)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:c,s?c:l)?1:-1)<0;var i,a,o,s,l,c,u}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var h=e.linesIntersect(o,s,c,u);if(!1===h){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var f=e.pointsSame(o,c),p=e.pointsSame(s,u);if(f&&p)return n;var d=!f&&e.pointBetween(o,c,u),m=!p&&e.pointBetween(s,c,u);if(f)return m?l(n,s):l(t,u),n;d&&(p||(m?l(n,s):l(t,u)),l(n,o))}else 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y,v,x=g();if(x)t?(v=null===f.seg.myFill.below||f.seg.myFill.above!==f.seg.myFill.below)&&(x.seg.myFill.above=!x.seg.myFill.above):x.seg.otherFill=f.seg.myFill,r&&r.segmentUpdate(x.seg),f.other.remove(),f.remove();if(a.getHead()!==f){r&&r.rewind(f.seg);continue}t?(v=null===f.seg.myFill.below||f.seg.myFill.above!==f.seg.myFill.below,f.seg.myFill.below=m?m.seg.myFill.above:i,f.seg.myFill.above=v?!f.seg.myFill.below:f.seg.myFill.below):null===f.seg.otherFill&&(y=m?f.primary===m.primary?m.seg.otherFill.above:m.seg.myFill.above:f.primary?o:i,f.seg.otherFill={above:y,below:y}),r&&r.status(f.seg,!!d&&d.seg,!!m&&m.seg),f.other.status=p.insert(n.node({ev:f}))}else{var _=f.status;if(null===_)throw new Error(\"PolyBool: Zero-length segment detected; your epsilon is probably too small or too large\");if(s.exists(_.prev)&&s.exists(_.next)&&u(_.prev.ev,_.next.ev),r&&r.statusRemove(_.ev.seg),_.remove(),!f.primary){var 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},17527:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},3944:function(t,e,r){\"use 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(_.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},v,t)),a(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=h(e.scale),e.translateFract=h(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),u):u})),e||r){var f=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*f),b=new Uint8Array(4*f),w=new Float32Array(4*f);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(b.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=u(g);c(T);var k=h(g,T);p(k),d(b),m(w)}}}function k(){c.destroy(),p.destroy(),d.destroy(),m.destroy(),g.destroy()}};var f=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},49478:function(t,e,r){\"use strict\";var n=r(162),i=r(78112),a=r(27976),o=r(6807),s=r(83473),l=r(25782),c=r(90956),u=r(51498),h=u.float32,f=u.fract32,p=r(93103),d=r(5137),m=r(33055);function g(t,e){if(!(this instanceof g))return new g(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=g.shaders.has(t)?g.shaders.get(t):g.shaders.set(t,g.createShaders(t)).get(t),this.update(e)}t.exports=g,g.dashMult=2,g.maxPatternLength=256,g.precisionThreshold=3e6,g.maxPoints=1e4,g.maxLines=2048,g.shaders=new p,g.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:\"\\nprecision highp float;\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n + positionFract * scale + translateFract\\n + position * scaleFract\\n + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\",frag:\"\\nprecision highp float;\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\",attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:\"\\nprecision highp float;\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n vec2 adjustedScale;\\n adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) < length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) < length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x) / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x) / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\",frag:\"\\nprecision highp float;\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\",attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:\"\\nprecision highp float;\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n + positionFract * scale + translateFract\\n + position * scaleFract\\n + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\",frag:\"\\nprecision highp float;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\",uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},g.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},g.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},g.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>g.precisionThreshold||e.scale[1]*e.viewport.height>g.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=g.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},g.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,u=this.gl;if(t.forEach((function(t,p){var y=e.passes[p];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\",splitNull:\"splitNull\"}),y||(e.passes[p]=y={id:p,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=a({},g.defaults,t)),null!=t.thickness&&(y.thickness=parseFloat(t.thickness)),null!=t.opacity&&(y.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(y.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(y.overlay=!!t.overlay,p<g.maxLines&&(y.depth=2*(g.maxLines-1-p%g.maxLines)/g.maxLines-1)),null!=t.join&&(y.join=t.join),null!=t.hole&&(y.hole=t.hole),null!=t.fill&&(y.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(y.viewport=d(t.viewport)),y.viewport||(y.viewport=d([u.drawingBufferWidth,u.drawingBufferHeight])),null!=t.close&&(y.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,x;if(t.positions.x&&t.positions.y){var _=t.positions.x,b=t.positions.y;x=y.count=Math.max(_.length,b.length),v=new Float64Array(2*x);for(var w=0;w<x;w++)v[2*w]=_[w],v[2*w+1]=b[w]}else v=s(t.positions,\"float64\"),x=y.count=Math.floor(v.length/2);var T=y.bounds=i(v,2);if(y.fill){for(var k=[],A={},M=0,S=0,E=0,C=y.count;S<C;S++){var L=v[2*S],I=v[2*S+1];isNaN(L)||isNaN(I)||null==L||null==I?(L=v[2*M],I=v[2*M+1],A[S]=M):M=S,k[E++]=L,k[E++]=I}if(t.splitNull){y.count-1 in A||(A[y.count]=y.count-1);var P=Object.keys(A).map(Number).sort((function(t,e){return t-e})),z=[],O=0,D=null!=y.hole?y.hole[0]:null;if(null!=D){var R=m(P,(function(t){return t>=D}));(P=P.slice(0,R)).push(D)}for(var F=function(t){var e=k.slice(2*O,2*P[t]).concat(D?k.slice(2*D):[]),r=(y.hole||[]).map((function(e){return e-D+(P[t]-O)})),n=l(e,r);n=n.map((function(e){return e+O+(e+O<P[t]?0:D-P[t])})),z.push.apply(z,n),O=P[t]+1},B=0;B<P.length;B++)F(B);for(var N=0,j=z.length;N<j;N++)null!=A[z[N]]&&(z[N]=A[z[N]]);y.triangles=z}else{for(var U=l(k,y.hole||[]),V=0,q=U.length;V<q;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);y.triangles=U}}var H=new Float64Array(v);c(H,2,T);var G=new Float64Array(2*x+6);y.close?v[0]===v[2*x-2]&&v[1]===v[2*x-1]?(G[0]=H[2*x-4],G[1]=H[2*x-3]):(G[0]=H[2*x-2],G[1]=H[2*x-1]):(G[0]=H[0],G[1]=H[1]),G.set(H,2),y.close?v[0]===v[2*x-2]&&v[1]===v[2*x-1]?(G[2*x+2]=H[2],G[2*x+3]=H[3],y.count-=1):(G[2*x+2]=H[0],G[2*x+3]=H[1],G[2*x+4]=H[2],G[2*x+5]=H[3]):(G[2*x+2]=H[2*x-2],G[2*x+3]=H[2*x-1],G[2*x+4]=H[2*x-2],G[2*x+5]=H[2*x-1]);var Z=h(G);y.positionBuffer(Z);var W=f(G,Z);y.positionFractBuffer(W)}if(t.range?y.range=t.range:y.range||(y.range=y.bounds),(t.range||t.positions)&&y.count){var Y=y.bounds,X=Y[2]-Y[0],$=Y[3]-Y[1],J=y.range[2]-y.range[0],K=y.range[3]-y.range[1];y.scale=[X/J,$/K],y.translate=[-y.range[0]/J+Y[0]/J||0,-y.range[1]/K+Y[1]/K||0],y.scaleFract=f(y.scale),y.translateFract=f(y.translate)}if(t.dashes){var Q,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,Q=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];Q=new Uint8Array(tt*g.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*g.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}y.dashLength=tt,y.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=y.count,ct=t.color;ct||(ct=\"transparent\");var ut=new Uint8Array(4*lt+4);if(Array.isArray(ct)&&\"number\"!=typeof ct[0]){for(var ht=0;ht<lt;ht++){var ft=n(ct[ht],\"uint8\");ut.set(ft,4*ht)}ut.set(n(ct[0],\"uint8\"),4*lt)}else for(var pt=n(ct,\"uint8\"),dt=0;dt<lt+1;dt++)ut.set(pt,4*dt);y.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ut})}}else e.passes[p]=null})),t.length<this.passes.length){for(var p=t.length;p<this.passes.length;p++){var y=this.passes[p];y&&(y.colorBuffer.destroy(),y.positionBuffer.destroy(),y.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&v.push(this.passes[x]);return this.passes=v,this}},g.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},62172:function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){var r=null==t?null:\"undefined\"!=typeof Symbol&&t[Symbol.iterator]||t[\"@@iterator\"];if(null!=r){var n,i,a,o,s=[],l=!0,c=!1;try{if(a=(r=r.call(t)).next,0===e){if(Object(r)!==r)return;l=!1}else for(;!(l=(n=a.call(r)).done)&&(s.push(n.value),s.length!==e);l=!0);}catch(t){c=!0,i=t}finally{try{if(!l&&null!=r.return&&(o=r.return(),Object(o)!==o))return}finally{if(c)throw i}}return s}}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return a(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?a(t,e):void 0}}function a(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var o=r(162),s=r(78112),l=r(46762),c=r(27549),u=r(27976),h=r(76765),f=r(6807),p=r(79788),d=r(83473),m=r(39488),g=r(51498),y=r(5137),v=x;function x(t,e){var r=this;if(!(this instanceof x))return new x(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),u(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=u({},o);s.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float opacity;\\nuniform sampler2D markerTexture;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat smoothStep(float x, float y) {\\n return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\\n\\n // max-distance alpha\\n if (dist < 0.003) discard;\\n\\n // null-border case\\n if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n }\\n else {\\n float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n vec4 color = fragBorderColor;\\n color.a *= borderColorAmt;\\n color = mix(color, fragColor, colorAmt);\\n color.a *= opacity;\\n\\n gl_FragColor = color;\\n }\\n\\n}\\n\"]),s.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\n// `invariant` effectively turns off optimizations for the position.\\n// We need this because -fast-math on M1 Macs is re-ordering\\n// floating point operations in a way that causes floating point\\n// precision limits to put points in the wrong locations.\\ninvariant gl_Position;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n return isDirect ? id / 255. : texture2D(paletteTexture,\\n vec2(\\n (id.x + .5) / paletteSize.x,\\n (id.y + .5) / paletteSize.y\\n )\\n );\\n}\\n\\nvoid main() {\\n // ignore inactive points\\n if (isActive == 0.) return;\\n\\n vec2 position = vec2(x, y);\\n vec2 positionFract = vec2(xFract, yFract);\\n\\n vec4 color = getColor(colorId);\\n vec4 borderColor = getColor(borderColorId);\\n\\n float size = size * maxSize / 255.;\\n float borderSize = borderSize * maxSize / 255.;\\n\\n gl_PointSize = 2. * size * pointSizeScale;\\n fragPointSize = size * pixelRatio;\\n\\n vec2 pos = (position + translate) * scale\\n + (positionFract + translateFract) * scale\\n + (position + translate) * scaleFract\\n + (positionFract + translateFract) * scaleFract;\\n\\n gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n fragColor = color;\\n fragBorderColor = borderColor;\\n fragWidth = 1. / gl_PointSize;\\n\\n fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\\n\"]),this.drawMarker=t(s);var l=u({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\n// `invariant` effectively turns off optimizations for the position.\\n// We need this because -fast-math on M1 Macs is re-ordering\\n// floating point operations in a way that causes floating point\\n// precision limits to put points in the wrong locations.\\ninvariant gl_Position;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n return isDirect ? id / 255. : texture2D(paletteTexture,\\n vec2(\\n (id.x + .5) / paletteSize.x,\\n (id.y + .5) / paletteSize.y\\n )\\n );\\n}\\n\\nvoid main() {\\n // ignore inactive points\\n if (isActive == 0.) return;\\n\\n vec2 position = vec2(x, y);\\n vec2 positionFract = vec2(xFract, yFract);\\n\\n vec4 color = getColor(colorId);\\n vec4 borderColor = getColor(borderColorId);\\n\\n float size = size * maxSize / 255.;\\n float borderSize = borderSize * maxSize / 255.;\\n\\n gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n vec2 pos = (position + translate) * scale\\n + (positionFract + translateFract) * scale\\n + (position + translate) * scaleFract\\n + (positionFract + translateFract) * scaleFract;\\n\\n gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n fragColor = color;\\n fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;if(this.regl,!a)return r?[u({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[u({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var h=[],f=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),m=0;m<r.length;m++){var g=r[m];d[g]=p?p[g]:1}l.subdata(d)}for(var y=f.length;y--;){var v=n(f[y],2),x=v[0],_=v[1];h.push(u({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:_-x}))}return h},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,h=this.maxColors,m=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=f(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=u({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var v=0,_=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),v+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),v+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),_++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),_++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var u=e.count=Math.floor(t.length/2),h=e.bounds=u?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||u>n)?e.tree=c(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=o.elements(f)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(u),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var h={data:a[u],type:\"uint8\",usage:\"static\"};i[u]?i[u](h):i[u]=o.buffer(h),i[u].data=a[u]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),v){var b=n,w=b.count,T=b.size,k=b.borderSize,A=b.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(_){var E,C=n,L=C.count,I=C.color,P=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(I.length||P.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=I[O];E[8*O]=m[4*D],E[8*O+1]=m[4*D+1],E[8*O+2]=m[4*D+2],E[8*O+3]=m[4*D+3];var R=P[O];E[8*O+4]=m[4*R],E[8*O+5]=m[4*R+1],E[8*O+6]=m[4*R+2],E[8*O+7]=m[4*R+3]}}}else if(I.length||P.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=I[F]&&(E[4*F]=I[F]%h,E[4*F+1]=Math.floor(I[F]/h)),null!=P[F]&&(E[4*F+2]=P[F]%h,E[4*F+3]=Math.floor(P[F]/h))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var c=0;c<t.length;c+=4)a.push(t.subarray(c,c+4));t=a}for(var u=0;u<t.length;u++){var h=t[u];h=o(h,\"uint8\");var f=l(h,!1);if(null==e[f]){var p=r.length;e[f]=Math.floor(p/4),r[p]=h[0],r[p+1]=h[1],r[p+2]=h[2],r[p+3]=h[3]}i[u]=e[f]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=r(27976);t.exports=function(t,e){var r=new v(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},31239:function(t,e,r){\"use strict\";var n=r(62172),i=r(6807),a=r(78112),o=r(16494),s=r(27902),l=r(5137),c=r(83473);function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=a(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var m=s.columns,g=s.count,y=s.viewport.width,v=s.viewport.height,x=s.viewport.x,_=s.viewport.y,b=y/m,w=v/m;s.passes=[];for(var T=0;T<m;T++)for(var k=0;k<m;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=h(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:m},y:{buffer:s.buffer,offset:T,count:g,stride:m}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=f(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?f(s.padding,T,k):s.padding;if(s.domain){var E=f(s.domain,T,k),C=E[0],L=E[1],I=E[2],P=E[3];M.viewport=[x+C*y+S[0],_+L*v+S[1],x+I*y-S[2],_+P*v-S[3]]}else M.viewport=[x+k*b+b*S[0],_+T*w+w*S[1],x+(k+1)*b-b*S[2],_+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?f(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var c=e[i],u=this.traces[i],h=u.passes,f=u.passOffset;h=h.map((function(t,e){n[f+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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ญไธๅ
ซไน]?ๆ/m,u=/^้ฐ?ๅ?[ไธไบไธๅไบๅ
ญไธๅ
ซไน]?/m;n.calendars.chinese=o;var 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n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.coptic=a},28569:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},81133:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Ethiopian\",jdEpoch:1724220.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Ethiopian\",epochs:[\"BEE\",\"EE\"],monthNames:[\"Meskerem\",\"Tikemet\",\"Hidar\",\"Tahesas\",\"Tir\",\"Yekatit\",\"Megabit\",\"Miazia\",\"Genbot\",\"Sene\",\"Hamle\",\"Nehase\",\"Pagume\"],monthNamesShort:[\"Mes\",\"Tik\",\"Hid\",\"Tah\",\"Tir\",\"Yek\",\"Meg\",\"Mia\",\"Gen\",\"Sen\",\"Ham\",\"Neh\",\"Pag\"],dayNames:[\"Ehud\",\"Segno\",\"Maksegno\",\"Irob\",\"Hamus\",\"Arb\",\"Kidame\"],dayNamesShort:[\"Ehu\",\"Seg\",\"Mak\",\"Iro\",\"Ham\",\"Arb\",\"Kid\"],dayNamesMin:[\"Eh\",\"Se\",\"Ma\",\"Ir\",\"Ha\",\"Ar\",\"Ki\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.ethiopian=a},78295:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=a},25512:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-khamฤซs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),t=t<=0?t+1:t,(r=i.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},42645:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},62324:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o(8+(t-=this.jdEpoch)+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s(20+(t-=this.jdEpoch),20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},91662:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},66445:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),void 0===this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),void 0===this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 0===this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2e3:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return t=this._t2gYear(i.year()),a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=this._t2gYear(i.year()),a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},41858:function(t,e,r){var n=r(24453),i=r(27976),a=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return t=this._t2gYear(i.year()),a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=this._t2gYear(i.year()),a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},57985:function(t,e,r){var n=r(24453),i=r(27976);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thalฤthฤโ\",\"Yawm al-Arbaโฤโ\",\"Yawm al-Khamฤซs\",\"Yawm al-Jumโa\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=r(27976);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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t=ae(e);if(r){if(r===t)continue;r=dt;break}r=t}return _t(r||dt,e)}return pt}function oe(t){const e=typeof t;return null===t?\"\":\"string\"===e||\"number\"===e||\"boolean\"===e?String(t):t instanceof Xt||t instanceof Kt||t instanceof Qt||t instanceof ee||t instanceof re?t.toString():JSON.stringify(t)}class se{constructor(t,e){this.type=t,this.value=e}static parse(t,e){if(2!==t.length)return e.error(`'literal' expression requires exactly one argument, but found ${t.length-1} instead.`);if(!ie(t[1]))return e.error(\"invalid value\");const r=t[1];let n=ae(r);const i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new se(n,r)}evaluate(){return this.value}eachChild(){}outputDefined(){return!0}}class le{constructor(t){this.name=\"ExpressionEvaluationError\",this.message=t}toJSON(){return this.message}}const ce={string:ut,number:ct,boolean:ht,object:pt};class ue{constructor(t,e){this.type=t,this.args=e}static 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st,a=[]){this.registry=t,this.path=r,this.key=r.map((t=>`[${t}]`)).join(\"\"),this.scope=i,this.errors=a,this.expectedType=n,this._isConstant=e}parse(t,e,r,n,i={}){return e?this.concat(e,r,n)._parse(t,i):this._parse(t,i)}_parse(t,e){function r(t,e,r){return\"assert\"===r?new ue(e,[t]):\"coerce\"===r?new fe(e,[t]):t}if(null!==t&&\"string\"!=typeof t&&\"boolean\"!=typeof t&&\"number\"!=typeof t||(t=[\"literal\",t]),Array.isArray(t)){if(0===t.length)return this.error('Expected an array with at least one element. 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be{constructor(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a}static parse(t,e){if(t.length<5)return e.error(`Expected at least 4 arguments, but found only ${t.length-1}.`);if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");let r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);const i={},a=[];for(let o=2;o<t.length-1;o+=2){let s=t[o];const l=t[o+1];Array.isArray(s)||(s=[s]);const c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(const t of s){if(\"number\"!=typeof t&&\"string\"!=typeof t)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof t&&Math.abs(t)>Number.MAX_SAFE_INTEGER)return c.error(`Branch labels must be integers no larger than ${Number.MAX_SAFE_INTEGER}.`);if(\"number\"==typeof t&&Math.floor(t)!==t)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ae(t)))return null}else r=ae(t);if(void 0!==i[String(t)])return c.error(\"Branch labels must be unique.\");i[String(t)]=a.length}const u=e.parse(l,o,n);if(!u)return null;n=n||u.type,a.push(u)}const o=e.parse(t[1],1,dt);if(!o)return null;const s=e.parse(t[t.length-1],t.length-1,n);return s?\"value\"!==o.type.kind&&e.concat(1).checkSubtype(r,o.type)?null:new be(r,n,o,i,a,s):null}evaluate(t){const e=this.input.evaluate(t);return(ae(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)}eachChild(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)}outputDefined(){return this.outputs.every((t=>t.outputDefined()))&&this.otherwise.outputDefined()}}class we{constructor(t,e,r){this.type=t,this.branches=e,this.otherwise=r}static parse(t,e){if(t.length<4)return e.error(`Expected at least 3 arguments, but found only ${t.length-1}.`);if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");let 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Qt(Ie(t.values,e.values,r))},variableAnchorOffsetCollection:function(t,e,r){const n=t.values,i=e.values;if(n.length!==i.length)throw new le(`Cannot interpolate values of different length. from: ${t.toString()}, to: ${e.toString()}`);const a=[];for(let t=0;t<n.length;t+=2){if(n[t]!==i[t])throw new le(`Cannot interpolate values containing mismatched anchors. from[${t}]: ${n[t]}, to[${t}]: ${i[t]}`);a.push(n[t]);const[e,o]=n[t+1],[s,l]=i[t+1];a.push([Le(e,s,r),Le(o,l,r)])}return new ee(a)}};class ze{constructor(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(const[t,e]of i)this.labels.push(t),this.outputs.push(e)}static interpolationFactor(t,e,r,n){let i=0;if(\"exponential\"===t.name)i=Oe(e,t.base,r,n);else if(\"linear\"===t.name)i=Oe(e,1,r,n);else if(\"cubic-bezier\"===t.name){const a=t.controlPoints;i=new Ce(a[0],a[1],a[2],a[3]).solve(Oe(e,1,r,n))}return i}static 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e.error(\"Expected one argument.\");const r=t[1];if(\"object\"!=typeof r||Array.isArray(r))return e.error(\"Collator options argument must be an object.\");const n=e.parse(void 0!==r[\"case-sensitive\"]&&r[\"case-sensitive\"],1,ht);if(!n)return null;const i=e.parse(void 0!==r[\"diacritic-sensitive\"]&&r[\"diacritic-sensitive\"],1,ht);if(!i)return null;let a=null;return r.locale&&(a=e.parse(r.locale,1,ut),!a)?null:new Ge(n,i,a)}evaluate(t){return new $t(this.caseSensitive.evaluate(t),this.diacriticSensitive.evaluate(t),this.locale?this.locale.evaluate(t):null)}eachChild(t){t(this.caseSensitive),t(this.diacriticSensitive),this.locale&&t(this.locale)}outputDefined(){return!1}}class Ze{constructor(t,e,r,n,i){this.type=ut,this.number=t,this.locale=e,this.currency=r,this.minFractionDigits=n,this.maxFractionDigits=i}static parse(t,e){if(3!==t.length)return e.error(\"Expected two arguments.\");const r=e.parse(t[1],1,ct);if(!r)return null;const n=t[2];if(\"object\"!=typeof n||Array.isArray(n))return e.error(\"NumberFormat options argument must be an object.\");let i=null;if(n.locale&&(i=e.parse(n.locale,1,ut),!i))return null;let a=null;if(n.currency&&(a=e.parse(n.currency,1,ut),!a))return null;let o=null;if(n[\"min-fraction-digits\"]&&(o=e.parse(n[\"min-fraction-digits\"],1,ct),!o))return null;let s=null;return n[\"max-fraction-digits\"]&&(s=e.parse(n[\"max-fraction-digits\"],1,ct),!s)?null:new Ze(r,i,a,o,s)}evaluate(t){return new Intl.NumberFormat(this.locale?this.locale.evaluate(t):[],{style:this.currency?\"currency\":\"decimal\",currency:this.currency?this.currency.evaluate(t):void 0,minimumFractionDigits:this.minFractionDigits?this.minFractionDigits.evaluate(t):void 0,maximumFractionDigits:this.maxFractionDigits?this.maxFractionDigits.evaluate(t):void 0}).format(this.number.evaluate(t))}eachChild(t){t(this.number),this.locale&&t(this.locale),this.currency&&t(this.currency),this.minFractionDigits&&t(this.minFractionDigits),this.maxFractionDigits&&t(this.maxFractionDigits)}outputDefined(){return!1}}class We{constructor(t){this.type=gt,this.sections=t}static parse(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");const r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");const n=[];let i=!1;for(let r=1;r<=t.length-1;++r){const a=t[r];if(i&&\"object\"==typeof a&&!Array.isArray(a)){i=!1;let t=null;if(a[\"font-scale\"]&&(t=e.parse(a[\"font-scale\"],1,ct),!t))return null;let r=null;if(a[\"text-font\"]&&(r=e.parse(a[\"text-font\"],1,_t(ut)),!r))return null;let o=null;if(a[\"text-color\"]&&(o=e.parse(a[\"text-color\"],1,ft),!o))return null;const s=n[n.length-1];s.scale=t,s.font=r,s.textColor=o}else{const a=e.parse(t[r],1,dt);if(!a)return null;const 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r=Math.pow(2,e.z),n=(t[0]/$e+e.x)/r,i=(t[1]/$e+e.y)/r;return[(o=n,360*o-180),(a=i,360/Math.PI*Math.atan(Math.exp((180-360*a)*Math.PI/180))-90)];var a,o}function Qe(t,e){t[0]=Math.min(t[0],e[0]),t[1]=Math.min(t[1],e[1]),t[2]=Math.max(t[2],e[0]),t[3]=Math.max(t[3],e[1])}function tr(t,e){return!(t[0]<=e[0]||t[2]>=e[2]||t[1]<=e[1]||t[3]>=e[3])}function er(t,e,r){const n=t[0]-e[0],i=t[1]-e[1],a=t[0]-r[0],o=t[1]-r[1];return n*o-a*i==0&&n*a<=0&&i*o<=0}function rr(t,e,r,n){const i=[e[0]-t[0],e[1]-t[1]];return 0!=(a=[n[0]-r[0],n[1]-r[1]],o=i,a[0]*o[1]-a[1]*o[0])&&!(!lr(t,e,r,n)||!lr(r,n,t,e));var a,o}function nr(t,e,r){for(const n of r)for(let r=0;r<n.length-1;++r)if(rr(t,e,n[r],n[r+1]))return!0;return!1}function ir(t,e,r=!1){let n=!1;for(const s of e)for(let e=0;e<s.length-1;e++){if(er(t,s[e],s[e+1]))return r;i=t,a=s[e],o=s[e+1],a[1]>i[1]!=o[1]>i[1]&&i[0]<(o[0]-a[0])*(i[1]-a[1])/(o[1]-a[1])+a[0]&&(n=!n)}var i,a,o;return n}function ar(t,e){for(const r of e)if(ir(t,r))return!0;return!1}function 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Object.keys(this._values))if(this._values[t].prior)return!0;return!1}}class $i{constructor(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)}hasValue(t){return void 0!==this._values[t].value}getValue(t){return b(this._values[t].value)}setValue(t,e){this._values[t]=new Gi(this._values[t].property,null===e?void 0:b(e))}serialize(){const t={};for(const e of Object.keys(this._values)){const r=this.getValue(e);void 0!==r&&(t[e]=r)}return t}possiblyEvaluate(t,e,r){const n=new Ki(this._properties);for(const i of Object.keys(this._values))n._values[i]=this._values[i].possiblyEvaluate(t,e,r);return n}}class Ji{constructor(t,e,r){this.property=t,this.value=e,this.parameters=r}isConstant(){return\"constant\"===this.value.kind}constantOr(t){return\"constant\"===this.value.kind?this.value.value:t}evaluate(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)}}class Ki{constructor(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)}get(t){return this._values[t]}}class Qi{constructor(t){this.specification=t}possiblyEvaluate(t,e){if(t.isDataDriven())throw new Error(\"Value should not be data driven\");return t.expression.evaluate(e)}interpolate(t,e,r){const n=this.specification.type,i=Pe[n];return i?i(t,e,r):t}}class ta{constructor(t,e){this.specification=t,this.overrides=e}possiblyEvaluate(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Ji(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Ji(this,t.expression,e)}interpolate(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Ji(this,{kind:\"constant\",value:void 0},t.parameters);const n=this.specification.type,i=Pe[n];if(i){const n=i(t.value.value,e.value.value,r);return new Ji(this,{kind:\"constant\",value:n},t.parameters)}return t}evaluate(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)}}class ea extends ta{possiblyEvaluate(t,e,r,n){if(void 0===t.value)return new Ji(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){const i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Ji(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){const r=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Ji(this,{kind:\"constant\",value:r},e)}return new Ji(this,t.expression,e)}evaluate(t,e,r,n,i,a){if(\"source\"===t.kind){const o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value}_calculate(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}}interpolate(t){return t}}class ra{constructor(t){this.specification=t}possiblyEvaluate(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){const i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Hi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Hi(Math.floor(e.zoom),e)),t.expression.evaluate(new Hi(Math.floor(e.zoom+1),e)),e)}}_calculate(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}}interpolate(t){return t}}class na{constructor(t){this.specification=t}possiblyEvaluate(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)}interpolate(){return!1}}class ia{constructor(t){this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[];for(const e in t){const r=t[e];r.specification.overridable&&this.overridableProperties.push(e);const n=this.defaultPropertyValues[e]=new Gi(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Zi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}}}Mi(\"DataDrivenProperty\",ta),Mi(\"DataConstantProperty\",Qi),Mi(\"CrossFadedDataDrivenProperty\",ea),Mi(\"CrossFadedProperty\",ra),Mi(\"ColorRampProperty\",na);const aa=\"-transition\";class oa extends G{constructor(t,e){if(super(),this.id=t.id,this.type=t.type,this._featureFilter={filter:()=>!0,needGeometry:!1},\"custom\"!==t.type&&(this.metadata=t.metadata,this.minzoom=t.minzoom,this.maxzoom=t.maxzoom,\"background\"!==t.type&&(this.source=t.source,this.sourceLayer=t[\"source-layer\"],this.filter=t.filter),e.layout&&(this._unevaluatedLayout=new $i(e.layout)),e.paint)){this._transitionablePaint=new Wi(e.paint);for(const e in t.paint)this.setPaintProperty(e,t.paint[e],{validate:!1});for(const e in t.layout)this.setLayoutProperty(e,t.layout[e],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Ki(e.paint)}}getCrossfadeParameters(){return this._crossfadeParameters}getLayoutProperty(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)}setLayoutProperty(t,e,r={}){if(null!=e){const n=`layers.${this.id}.layout.${t}`;if(this._validate(wi,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e}getPaintProperty(t){return t.endsWith(aa)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)}setPaintProperty(t,e,r={}){if(null!=e){const n=`layers.${this.id}.paint.${t}`;if(this._validate(bi,n,t,e,r))return!1}if(t.endsWith(aa))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;{const r=this._transitionablePaint._values[t],n=\"cross-faded-data-driven\"===r.property.specification[\"property-type\"],i=r.value.isDataDriven(),a=r.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);const o=this._transitionablePaint._values[t].value;return o.isDataDriven()||i||n||this._handleOverridablePaintPropertyUpdate(t,a,o)}}_handleSpecialPaintPropertyUpdate(t){}_handleOverridablePaintPropertyUpdate(t,e,r){return!1}isHidden(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility}updateTransitions(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)}hasTransition(){return this._transitioningPaint.hasTransition()}recalculate(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)}serialize(){const t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),_(t,((t,e)=>!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)))}_validate(t,e,r,n,i={}){return(!i||!1!==i.validate)&&Ti(this,t.call(vi,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Z,style:{glyphs:!0,sprite:!0}}))}is3D(){return!1}isTileClipped(){return!1}hasOffscreenPass(){return!1}resize(){}isStateDependent(){for(const t in this.paint._values){const e=this.paint.get(t);if(e instanceof Ji&&hn(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1}}const sa={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array};class la{constructor(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8}}class ca{constructor(){this.isTransferred=!1,this.capacity=-1,this.resize(0)}static serialize(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}}static deserialize(t){const e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e}_trim(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())}clear(){this.length=0}resize(t){this.reserve(t),this.length=t}reserve(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);const e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}}_refreshViews(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")}}function ua(t,e=1){let r=0,n=0;return{members:t.map((t=>{const i=(s=t.type,sa[s].BYTES_PER_ELEMENT),a=r=ha(r,Math.max(e,i)),o=t.components||1;var s;return n=Math.max(n,i),r+=i*o,{name:t.name,type:t.type,components:o,offset:a}})),size:ha(r,Math.max(n,e)),alignment:e}}function ha(t,e){return Math.ceil(t/e)*e}class fa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e){const r=this.length;return this.resize(r+1),this.emplace(r,t,e)}emplace(t,e,r){const n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t}}fa.prototype.bytesPerElement=4,Mi(\"StructArrayLayout2i4\",fa);class pa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r){const n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)}emplace(t,e,r,n){const i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t}}pa.prototype.bytesPerElement=6,Mi(\"StructArrayLayout3i6\",pa);class da extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n){const i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)}emplace(t,e,r,n,i){const a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t}}da.prototype.bytesPerElement=8,Mi(\"StructArrayLayout4i8\",da);class ma extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a){const o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)}emplace(t,e,r,n,i,a,o){const s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t}}ma.prototype.bytesPerElement=12,Mi(\"StructArrayLayout2i4i12\",ma);class ga extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a){const o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)}emplace(t,e,r,n,i,a,o){const s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t}}ga.prototype.bytesPerElement=8,Mi(\"StructArrayLayout2i4ub8\",ga);class ya extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e){const r=this.length;return this.resize(r+1),this.emplace(r,t,e)}emplace(t,e,r){const n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t}}ya.prototype.bytesPerElement=8,Mi(\"StructArrayLayout2f8\",ya);class va extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a,o,s,l,c){const u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)}emplace(t,e,r,n,i,a,o,s,l,c,u){const h=10*t;return this.uint16[h+0]=e,this.uint16[h+1]=r,this.uint16[h+2]=n,this.uint16[h+3]=i,this.uint16[h+4]=a,this.uint16[h+5]=o,this.uint16[h+6]=s,this.uint16[h+7]=l,this.uint16[h+8]=c,this.uint16[h+9]=u,t}}va.prototype.bytesPerElement=20,Mi(\"StructArrayLayout10ui20\",va);class xa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a,o,s,l,c,u,h){const f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,i,a,o,s,l,c,u,h)}emplace(t,e,r,n,i,a,o,s,l,c,u,h,f){const p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t}}xa.prototype.bytesPerElement=24,Mi(\"StructArrayLayout4i4ui4i24\",xa);class _a extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e,r){const n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)}emplace(t,e,r,n){const i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t}}_a.prototype.bytesPerElement=12,Mi(\"StructArrayLayout3f12\",_a);class ba extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)}emplaceBack(t){const e=this.length;return this.resize(e+1),this.emplace(e,t)}emplace(t,e){const r=1*t;return this.uint32[r+0]=e,t}}ba.prototype.bytesPerElement=4,Mi(\"StructArrayLayout1ul4\",ba);class wa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a,o,s,l){const c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)}emplace(t,e,r,n,i,a,o,s,l,c){const u=10*t,h=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[h+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t}}wa.prototype.bytesPerElement=20,Mi(\"StructArrayLayout6i1ul2ui20\",wa);class Ta extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a){const o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)}emplace(t,e,r,n,i,a,o){const s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t}}Ta.prototype.bytesPerElement=12,Mi(\"StructArrayLayout2i2i2i12\",Ta);class ka extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i){const a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)}emplace(t,e,r,n,i,a){const o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t}}ka.prototype.bytesPerElement=16,Mi(\"StructArrayLayout2f1f2i16\",ka);class Aa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a){const o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)}emplace(t,e,r,n,i,a,o){const s=16*t,l=4*t,c=8*t;return this.uint8[s+0]=e,this.uint8[s+1]=r,this.float32[l+1]=n,this.float32[l+2]=i,this.int16[c+6]=a,this.int16[c+7]=o,t}}Aa.prototype.bytesPerElement=16,Mi(\"StructArrayLayout2ub2f2i16\",Aa);class Ma extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e,r){const n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)}emplace(t,e,r,n){const i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t}}Ma.prototype.bytesPerElement=6,Mi(\"StructArrayLayout3ui6\",Ma);class Sa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g){const y=this.length;return this.resize(y+1),this.emplace(y,t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g)}emplace(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y){const v=24*t,x=12*t,_=48*t;return this.int16[v+0]=e,this.int16[v+1]=r,this.uint16[v+2]=n,this.uint16[v+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[v+10]=l,this.uint16[v+11]=c,this.uint16[v+12]=u,this.float32[x+7]=h,this.float32[x+8]=f,this.uint8[_+36]=p,this.uint8[_+37]=d,this.uint8[_+38]=m,this.uint32[x+10]=g,this.int16[v+22]=y,t}}Sa.prototype.bytesPerElement=48,Mi(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Sa);class Ea extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x,_,b,w,T,k,A,M,S){const E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x,_,b,w,T,k,A,M,S)}emplace(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x,_,b,w,T,k,A,M,S,E){const C=32*t,L=16*t;return this.int16[C+0]=e,this.int16[C+1]=r,this.int16[C+2]=n,this.int16[C+3]=i,this.int16[C+4]=a,this.int16[C+5]=o,this.int16[C+6]=s,this.int16[C+7]=l,this.uint16[C+8]=c,this.uint16[C+9]=u,this.uint16[C+10]=h,this.uint16[C+11]=f,this.uint16[C+12]=p,this.uint16[C+13]=d,this.uint16[C+14]=m,this.uint16[C+15]=g,this.uint16[C+16]=y,this.uint16[C+17]=v,this.uint16[C+18]=x,this.uint16[C+19]=_,this.uint16[C+20]=b,this.uint16[C+21]=w,this.uint16[C+22]=T,this.uint32[L+12]=k,this.float32[L+13]=A,this.float32[L+14]=M,this.uint16[C+30]=S,this.uint16[C+31]=E,t}}Ea.prototype.bytesPerElement=64,Mi(\"StructArrayLayout8i15ui1ul2f2ui64\",Ea);class Ca extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t){const e=this.length;return this.resize(e+1),this.emplace(e,t)}emplace(t,e){const r=1*t;return this.float32[r+0]=e,t}}Ca.prototype.bytesPerElement=4,Mi(\"StructArrayLayout1f4\",Ca);class La extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e,r){const n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)}emplace(t,e,r,n){const i=6*t,a=3*t;return this.uint16[i+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,t}}La.prototype.bytesPerElement=12,Mi(\"StructArrayLayout1ui2f12\",La);class Ia extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e,r){const n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)}emplace(t,e,r,n){const i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t}}Ia.prototype.bytesPerElement=8,Mi(\"StructArrayLayout1ul2ui8\",Ia);class Pa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t,e){const r=this.length;return this.resize(r+1),this.emplace(r,t,e)}emplace(t,e,r){const n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t}}Pa.prototype.bytesPerElement=4,Mi(\"StructArrayLayout2ui4\",Pa);class za extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)}emplaceBack(t){const e=this.length;return this.resize(e+1),this.emplace(e,t)}emplace(t,e){const r=1*t;return this.uint16[r+0]=e,t}}za.prototype.bytesPerElement=2,Mi(\"StructArrayLayout1ui2\",za);class Oa extends ca{_refreshViews(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)}emplaceBack(t,e,r,n){const i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)}emplace(t,e,r,n,i){const a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t}}Oa.prototype.bytesPerElement=16,Mi(\"StructArrayLayout4f16\",Oa);class Da extends la{get anchorPointX(){return this._structArray.int16[this._pos2+0]}get anchorPointY(){return this._structArray.int16[this._pos2+1]}get x1(){return this._structArray.int16[this._pos2+2]}get y1(){return this._structArray.int16[this._pos2+3]}get x2(){return this._structArray.int16[this._pos2+4]}get y2(){return this._structArray.int16[this._pos2+5]}get featureIndex(){return this._structArray.uint32[this._pos4+3]}get sourceLayerIndex(){return this._structArray.uint16[this._pos2+8]}get bucketIndex(){return this._structArray.uint16[this._pos2+9]}get anchorPoint(){return new a(this.anchorPointX,this.anchorPointY)}}Da.prototype.size=20;class Ra extends wa{get(t){return new Da(this,t)}}Mi(\"CollisionBoxArray\",Ra);class Fa extends la{get anchorX(){return this._structArray.int16[this._pos2+0]}get anchorY(){return this._structArray.int16[this._pos2+1]}get glyphStartIndex(){return this._structArray.uint16[this._pos2+2]}get numGlyphs(){return this._structArray.uint16[this._pos2+3]}get vertexStartIndex(){return this._structArray.uint32[this._pos4+2]}get lineStartIndex(){return this._structArray.uint32[this._pos4+3]}get lineLength(){return this._structArray.uint32[this._pos4+4]}get segment(){return this._structArray.uint16[this._pos2+10]}get lowerSize(){return this._structArray.uint16[this._pos2+11]}get upperSize(){return this._structArray.uint16[this._pos2+12]}get lineOffsetX(){return this._structArray.float32[this._pos4+7]}get lineOffsetY(){return this._structArray.float32[this._pos4+8]}get writingMode(){return this._structArray.uint8[this._pos1+36]}get placedOrientation(){return this._structArray.uint8[this._pos1+37]}set placedOrientation(t){this._structArray.uint8[this._pos1+37]=t}get hidden(){return this._structArray.uint8[this._pos1+38]}set hidden(t){this._structArray.uint8[this._pos1+38]=t}get crossTileID(){return this._structArray.uint32[this._pos4+10]}set crossTileID(t){this._structArray.uint32[this._pos4+10]=t}get associatedIconIndex(){return this._structArray.int16[this._pos2+22]}}Fa.prototype.size=48;class Ba extends Sa{get(t){return new Fa(this,t)}}Mi(\"PlacedSymbolArray\",Ba);class Na extends la{get anchorX(){return this._structArray.int16[this._pos2+0]}get anchorY(){return this._structArray.int16[this._pos2+1]}get rightJustifiedTextSymbolIndex(){return this._structArray.int16[this._pos2+2]}get centerJustifiedTextSymbolIndex(){return this._structArray.int16[this._pos2+3]}get leftJustifiedTextSymbolIndex(){return this._structArray.int16[this._pos2+4]}get verticalPlacedTextSymbolIndex(){return this._structArray.int16[this._pos2+5]}get placedIconSymbolIndex(){return this._structArray.int16[this._pos2+6]}get verticalPlacedIconSymbolIndex(){return this._structArray.int16[this._pos2+7]}get key(){return this._structArray.uint16[this._pos2+8]}get textBoxStartIndex(){return this._structArray.uint16[this._pos2+9]}get textBoxEndIndex(){return this._structArray.uint16[this._pos2+10]}get verticalTextBoxStartIndex(){return this._structArray.uint16[this._pos2+11]}get verticalTextBoxEndIndex(){return this._structArray.uint16[this._pos2+12]}get iconBoxStartIndex(){return this._structArray.uint16[this._pos2+13]}get iconBoxEndIndex(){return this._structArray.uint16[this._pos2+14]}get verticalIconBoxStartIndex(){return this._structArray.uint16[this._pos2+15]}get verticalIconBoxEndIndex(){return this._structArray.uint16[this._pos2+16]}get featureIndex(){return this._structArray.uint16[this._pos2+17]}get numHorizontalGlyphVertices(){return this._structArray.uint16[this._pos2+18]}get numVerticalGlyphVertices(){return this._structArray.uint16[this._pos2+19]}get numIconVertices(){return this._structArray.uint16[this._pos2+20]}get numVerticalIconVertices(){return this._structArray.uint16[this._pos2+21]}get useRuntimeCollisionCircles(){return this._structArray.uint16[this._pos2+22]}get crossTileID(){return this._structArray.uint32[this._pos4+12]}set crossTileID(t){this._structArray.uint32[this._pos4+12]=t}get textBoxScale(){return this._structArray.float32[this._pos4+13]}get collisionCircleDiameter(){return this._structArray.float32[this._pos4+14]}get textAnchorOffsetStartIndex(){return this._structArray.uint16[this._pos2+30]}get textAnchorOffsetEndIndex(){return this._structArray.uint16[this._pos2+31]}}Na.prototype.size=64;class ja extends Ea{get(t){return new Na(this,t)}}Mi(\"SymbolInstanceArray\",ja);class Ua extends Ca{getoffsetX(t){return this.float32[1*t+0]}}Mi(\"GlyphOffsetArray\",Ua);class Va extends pa{getx(t){return this.int16[3*t+0]}gety(t){return this.int16[3*t+1]}gettileUnitDistanceFromAnchor(t){return this.int16[3*t+2]}}Mi(\"SymbolLineVertexArray\",Va);class qa extends la{get textAnchor(){return this._structArray.uint16[this._pos2+0]}get textOffset0(){return this._structArray.float32[this._pos4+1]}get textOffset1(){return this._structArray.float32[this._pos4+2]}}qa.prototype.size=12;class Ha extends La{get(t){return new qa(this,t)}}Mi(\"TextAnchorOffsetArray\",Ha);class Ga extends la{get featureIndex(){return this._structArray.uint32[this._pos4+0]}get sourceLayerIndex(){return this._structArray.uint16[this._pos2+2]}get bucketIndex(){return this._structArray.uint16[this._pos2+3]}}Ga.prototype.size=8;class Za extends Ia{get(t){return new Ga(this,t)}}Mi(\"FeatureIndexArray\",Za);class Wa extends fa{}class Ya extends fa{}class Xa extends fa{}class $a extends ma{}class Ja extends ga{}class Ka extends ya{}class Qa extends va{}class to extends xa{}class eo extends _a{}class ro extends ba{}class no extends Ta{}class io extends Aa{}class ao extends Ma{}class oo extends Pa{}const so=ua([{name:\"a_pos\",components:2,type:\"Int16\"}],4),{members:lo,size:co,alignment:uo}=so;class ho{constructor(t=[]){this.segments=t}prepareSegment(t,e,r,n){let i=this.segments[this.segments.length-1];return t>ho.MAX_VERTEX_ARRAY_LENGTH&&T(`Max vertices per segment is ${ho.MAX_VERTEX_ARRAY_LENGTH}: bucket requested ${t}`),(!i||i.vertexLength+t>ho.MAX_VERTEX_ARRAY_LENGTH||i.sortKey!==n)&&(i={vertexOffset:e.length,primitiveOffset:r.length,vertexLength:0,primitiveLength:0},void 0!==n&&(i.sortKey=n),this.segments.push(i)),i}get(){return this.segments}destroy(){for(const t of this.segments)for(const e in t.vaos)t.vaos[e].destroy()}static simpleSegment(t,e,r,n){return new ho([{vertexOffset:t,primitiveOffset:e,vertexLength:r,primitiveLength:n,vaos:{},sortKey:0}])}}function fo(t,e){return 256*(t=m(Math.floor(t),0,255))+m(Math.floor(e),0,255)}ho.MAX_VERTEX_ARRAY_LENGTH=Math.pow(2,16)-1,Mi(\"SegmentVector\",ho);const po=ua([{name:\"a_pattern_from\",components:4,type:\"Uint16\"},{name:\"a_pattern_to\",components:4,type:\"Uint16\"},{name:\"a_pixel_ratio_from\",components:1,type:\"Uint16\"},{name:\"a_pixel_ratio_to\",components:1,type:\"Uint16\"}]);var mo={exports:{}},go={exports:{}};!function(t){t.exports=function(t,e){var r,n,i,a,o,s,l,c;for(r=3&t.length,n=t.length-r,i=e,o=3432918353,s=461845907,c=0;c<n;)l=255&t.charCodeAt(c)|(255&t.charCodeAt(++c))<<8|(255&t.charCodeAt(++c))<<16|(255&t.charCodeAt(++c))<<24,++c,i=27492+(65535&(a=5*(65535&(i=(i^=l=(65535&(l=(l=(65535&l)*o+(((l>>>16)*o&65535)<<16)&4294967295)<<15|l>>>17))*s+(((l>>>16)*s&65535)<<16)&4294967295)<<13|i>>>19))+((5*(i>>>16)&65535)<<16)&4294967295))+((58964+(a>>>16)&65535)<<16);switch(l=0,r){case 3:l^=(255&t.charCodeAt(c+2))<<16;case 2:l^=(255&t.charCodeAt(c+1))<<8;case 1:i^=l=(65535&(l=(l=(65535&(l^=255&t.charCodeAt(c)))*o+(((l>>>16)*o&65535)<<16)&4294967295)<<15|l>>>17))*s+(((l>>>16)*s&65535)<<16)&4294967295}return i^=t.length,i=2246822507*(65535&(i^=i>>>16))+((2246822507*(i>>>16)&65535)<<16)&4294967295,i=3266489909*(65535&(i^=i>>>13))+((3266489909*(i>>>16)&65535)<<16)&4294967295,(i^=i>>>16)>>>0}}(go);var yo=go.exports,vo={exports:{}};!function(t){t.exports=function(t,e){for(var r,n=t.length,i=e^n,a=0;n>=4;)r=1540483477*(65535&(r=255&t.charCodeAt(a)|(255&t.charCodeAt(++a))<<8|(255&t.charCodeAt(++a))<<16|(255&t.charCodeAt(++a))<<24))+((1540483477*(r>>>16)&65535)<<16),i=1540483477*(65535&i)+((1540483477*(i>>>16)&65535)<<16)^(r=1540483477*(65535&(r^=r>>>24))+((1540483477*(r>>>16)&65535)<<16)),n-=4,++a;switch(n){case 3:i^=(255&t.charCodeAt(a+2))<<16;case 2:i^=(255&t.charCodeAt(a+1))<<8;case 1:i=1540483477*(65535&(i^=255&t.charCodeAt(a)))+((1540483477*(i>>>16)&65535)<<16)}return i=1540483477*(65535&(i^=i>>>13))+((1540483477*(i>>>16)&65535)<<16),(i^=i>>>15)>>>0}}(vo);var xo=yo,_o=vo.exports;mo.exports=xo,mo.exports.murmur3=xo,mo.exports.murmur2=_o;var bo=r(mo.exports);class wo{constructor(){this.ids=[],this.positions=[],this.indexed=!1}add(t,e,r,n){this.ids.push(To(t)),this.positions.push(e,r,n)}getPositions(t){if(!this.indexed)throw new Error(\"Trying to get index, but feature positions are not indexed\");const e=To(t);let r=0,n=this.ids.length-1;for(;r<n;){const t=r+n>>1;this.ids[t]>=e?n=t:r=t+1}const i=[];for(;this.ids[r]===e;){const t=this.positions[3*r],e=this.positions[3*r+1],n=this.positions[3*r+2];i.push({index:t,start:e,end:n}),r++}return i}static serialize(t,e){const r=new Float64Array(t.ids),n=new Uint32Array(t.positions);return ko(r,n,0,r.length-1),e&&e.push(r.buffer,n.buffer),{ids:r,positions:n}}static deserialize(t){const e=new wo;return e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e}}function To(t){const e=+t;return!isNaN(e)&&e<=Number.MAX_SAFE_INTEGER?e:bo(String(t))}function ko(t,e,r,n){for(;r<n;){const i=t[r+n>>1];let a=r-1,o=n+1;for(;;){do{a++}while(t[a]<i);do{o--}while(t[o]>i);if(a>=o)break;Ao(t,a,o),Ao(e,3*a,3*o),Ao(e,3*a+1,3*o+1),Ao(e,3*a+2,3*o+2)}o-r<n-o?(ko(t,e,r,o),r=o+1):(ko(t,e,o+1,n),n=o)}}function Ao(t,e,r){const n=t[e];t[e]=t[r],t[r]=n}Mi(\"FeaturePositionMap\",wo);class Mo{constructor(t,e){this.gl=t.gl,this.location=e}}class So extends Mo{constructor(t,e){super(t,e),this.current=0}set(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))}}class Eo extends Mo{constructor(t,e){super(t,e),this.current=[0,0,0,0]}set(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]&&t[3]===this.current[3]||(this.current=t,this.gl.uniform4f(this.location,t[0],t[1],t[2],t[3]))}}class Co extends Mo{constructor(t,e){super(t,e),this.current=Xt.transparent}set(t){t.r===this.current.r&&t.g===this.current.g&&t.b===this.current.b&&t.a===this.current.a||(this.current=t,this.gl.uniform4f(this.location,t.r,t.g,t.b,t.a))}}const Lo=new Float32Array(16);function Io(t){return[fo(255*t.r,255*t.g),fo(255*t.b,255*t.a)]}class Po{constructor(t,e,r){this.value=t,this.uniformNames=e.map((t=>`u_${t}`)),this.type=r}setUniform(t,e,r){t.set(r.constantOr(this.value))}getBinding(t,e,r){return\"color\"===this.type?new Co(t,e):new So(t,e)}}class zo{constructor(t,e){this.uniformNames=e.map((t=>`u_${t}`)),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1}setConstantPatternPositions(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr}setUniform(t,e,r,n){const i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)}getBinding(t,e,r){return\"u_pattern\"===r.substr(0,9)?new Eo(t,e):new So(t,e)}}class Oo{constructor(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((t=>({name:`a_${t}`,type:\"Float32\",components:\"color\"===r?2:1,offset:0}))),this.paintVertexArray=new n}populatePaintArray(t,e,r,n,i){const a=this.paintVertexArray.length,o=this.expression.evaluate(new Hi(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)}updatePaintArray(t,e,r,n){const i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)}_setPaintValue(t,e,r){if(\"color\"===this.type){const n=Io(r);for(let r=t;r<e;r++)this.paintVertexArray.emplace(r,n[0],n[1])}else{for(let n=t;n<e;n++)this.paintVertexArray.emplace(n,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}}upload(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))}destroy(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()}}class Do{constructor(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((t=>`u_${t}_t`)),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((t=>({name:`a_${t}`,type:\"Float32\",components:\"color\"===r?4:2,offset:0}))),this.paintVertexArray=new a}populatePaintArray(t,e,r,n,i){const a=this.expression.evaluate(new Hi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Hi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)}updatePaintArray(t,e,r,n){const i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)}_setPaintValue(t,e,r,n){if(\"color\"===this.type){const i=Io(r),a=Io(n);for(let r=t;r<e;r++)this.paintVertexArray.emplace(r,i[0],i[1],a[0],a[1])}else{for(let i=t;i<e;i++)this.paintVertexArray.emplace(i,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}}upload(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))}destroy(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()}setUniform(t,e){const r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=m(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)}getBinding(t,e,r){return new So(t,e)}}class Ro{constructor(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i}populatePaintArray(t,e,r){const n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)}updatePaintArray(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)}_setPaintValues(t,e,r,n){if(!n||!r)return;const{min:i,mid:a,max:o}=r,s=n[i],l=n[a],c=n[o];if(s&&l&&c)for(let r=t;r<e;r++)this.zoomInPaintVertexArray.emplace(r,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(r,l.tl[0],l.tl[1],l.br[0],l.br[1],c.tl[0],c.tl[1],c.br[0],c.br[1],l.pixelRatio,c.pixelRatio)}upload(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,po.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,po.members,this.expression.isStateDependent))}destroy(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()}}class Fo{constructor(t,e,r){this.binders={},this._buffers=[];const n=[];for(const i in t.paint._values){if(!r(i))continue;const a=t.paint.get(i);if(!(a instanceof Ji&&hn(a.property.specification)))continue;const o=No(i,t.type),s=a.value,l=a.property.specification.type,c=a.property.useIntegerZoom,u=a.property.specification[\"property-type\"],h=\"cross-faded\"===u||\"cross-faded-data-driven\"===u;if(\"constant\"===s.kind)this.binders[i]=h?new zo(s.value,o):new Po(s.value,o,l),n.push(`/u_${i}`);else if(\"source\"===s.kind||h){const r=jo(i,l,\"source\");this.binders[i]=h?new Ro(s,l,c,e,r,t.id):new Oo(s,o,l,r),n.push(`/a_${i}`)}else{const t=jo(i,l,\"composite\");this.binders[i]=new Do(s,o,l,c,e,t),n.push(`/z_${i}`)}}this.cacheKey=n.sort().join(\"\")}getMaxValue(t){const e=this.binders[t];return e instanceof Oo||e instanceof Do?e.maxValue:0}populatePaintArrays(t,e,r,n,i){for(const a in this.binders){const o=this.binders[a];(o instanceof Oo||o instanceof Do||o instanceof Ro)&&o.populatePaintArray(t,e,r,n,i)}}setConstantPatternPositions(t,e){for(const r in this.binders){const n=this.binders[r];n instanceof zo&&n.setConstantPatternPositions(t,e)}}updatePaintArrays(t,e,r,n,i){let a=!1;for(const o in t){const s=e.getPositions(o);for(const e of s){const s=r.feature(e.index);for(const r in this.binders){const l=this.binders[r];if((l instanceof Oo||l instanceof Do||l instanceof Ro)&&!0===l.expression.isStateDependent){const c=n.paint.get(r);l.expression=c.value,l.updatePaintArray(e.start,e.end,s,t[o],i),a=!0}}}}return a}defines(){const t=[];for(const e in this.binders){const r=this.binders[e];(r instanceof Po||r instanceof zo)&&t.push(...r.uniformNames.map((t=>`#define HAS_UNIFORM_${t}`)))}return t}getBinderAttributes(){const t=[];for(const e in this.binders){const r=this.binders[e];if(r instanceof Oo||r instanceof Do)for(let e=0;e<r.paintVertexAttributes.length;e++)t.push(r.paintVertexAttributes[e].name);else if(r instanceof Ro)for(let e=0;e<po.members.length;e++)t.push(po.members[e].name)}return t}getBinderUniforms(){const t=[];for(const e in this.binders){const r=this.binders[e];if(r instanceof Po||r instanceof zo||r instanceof Do)for(const e of r.uniformNames)t.push(e)}return t}getPaintVertexBuffers(){return this._buffers}getUniforms(t,e){const r=[];for(const n in this.binders){const i=this.binders[n];if(i instanceof Po||i instanceof zo||i instanceof Do)for(const a of i.uniformNames)if(e[a]){const o=i.getBinding(t,e[a],a);r.push({name:a,property:n,binding:o})}}return r}setUniforms(t,e,r,n){for(const{name:t,property:i,binding:a}of e)this.binders[i].setUniform(a,n,r.get(i),t)}updatePaintBuffers(t){this._buffers=[];for(const e in this.binders){const r=this.binders[e];if(t&&r instanceof Ro){const e=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;e&&this._buffers.push(e)}else(r instanceof Oo||r instanceof Do)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}}upload(t){for(const e in this.binders){const r=this.binders[e];(r instanceof Oo||r instanceof Do||r instanceof Ro)&&r.upload(t)}this.updatePaintBuffers()}destroy(){for(const t in this.binders){const e=this.binders[t];(e instanceof Oo||e instanceof Do||e instanceof Ro)&&e.destroy()}}}class Bo{constructor(t,e,r=(()=>!0)){this.programConfigurations={};for(const n of t)this.programConfigurations[n.id]=new Fo(n,e,r);this.needsUpload=!1,this._featureMap=new wo,this._bufferOffset=0}populatePaintArrays(t,e,r,n,i,a){for(const r in this.programConfigurations)this.programConfigurations[r].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0}updatePaintArrays(t,e,r,n){for(const i of r)this.needsUpload=this.programConfigurations[i.id].updatePaintArrays(t,this._featureMap,e,i,n)||this.needsUpload}get(t){return this.programConfigurations[t]}upload(t){if(this.needsUpload){for(const e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}}destroy(){for(const t in this.programConfigurations)this.programConfigurations[t].destroy()}}function No(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(`${e}-`,\"\").replace(/-/g,\"_\")]}function jo(t,e,r){const n={color:{source:ya,composite:Oa},number:{source:Ca,composite:ya}},i=function(t){return{\"line-pattern\":{source:Qa,composite:Qa},\"fill-pattern\":{source:Qa,composite:Qa},\"fill-extrusion-pattern\":{source:Qa,composite:Qa}}[t]}(t);return 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Ya,this.indexArray=new ao,this.segments=new ho,this.programConfigurations=new Bo(t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((t=>t.isStateDependent())).map((t=>t.id))}populate(t,e,r){const n=this.layers[0],i=[];let a=null,o=!1;\"circle\"===n.type&&(a=n.layout.get(\"circle-sort-key\"),o=!a.isConstant());for(const{feature:e,id:n,index:s,sourceLayerIndex:l}of t){const t=this.layers[0]._featureFilter.needGeometry,c=Go(e,t);if(!this.layers[0]._featureFilter.filter(new Hi(this.zoom),c,r))continue;const u=o?a.evaluate(c,{},r):void 0,h={id:n,properties:e.properties,type:e.type,sourceLayerIndex:l,index:s,geometry:t?c.geometry:Ho(e),patterns:{},sortKey:u};i.push(h)}o&&i.sort(((t,e)=>t.sortKey-e.sortKey));for(const n of i){const{geometry:i,index:a,sourceLayerIndex:o}=n,s=t[a].feature;this.addFeature(n,i,a,r),e.featureIndex.insert(s,i,a,o,this.index)}}update(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)}isEmpty(){return 0===this.layoutVertexArray.length}uploadPending(){return!this.uploaded||this.programConfigurations.needsUpload}upload(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,lo),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0}destroy(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())}addFeature(t,e,r,n){for(const r of e)for(const e of r){const r=e.x,n=e.y;if(r<0||r>=Uo||n<0||n>=Uo)continue;const i=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray,t.sortKey),a=i.vertexLength;Zo(this.layoutVertexArray,r,n,-1,-1),Zo(this.layoutVertexArray,r,n,1,-1),Zo(this.layoutVertexArray,r,n,1,1),Zo(this.layoutVertexArray,r,n,-1,1),this.indexArray.emplaceBack(a,a+1,a+2),this.indexArray.emplaceBack(a,a+3,a+2),i.vertexLength+=4,i.primitiveLength+=2}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,{},n)}}function Yo(t,e){for(let r=0;r<t.length;r++)if(ns(e,t[r]))return!0;for(let r=0;r<e.length;r++)if(ns(t,e[r]))return!0;return!!Ko(t,e)}function Xo(t,e,r){return!!ns(t,e)||!!ts(e,t,r)}function $o(t,e){if(1===t.length)return rs(e,t[0]);for(let r=0;r<e.length;r++){const n=e[r];for(let e=0;e<n.length;e++)if(ns(t,n[e]))return!0}for(let r=0;r<t.length;r++)if(rs(e,t[r]))return!0;for(let r=0;r<e.length;r++)if(Ko(t,e[r]))return!0;return!1}function Jo(t,e,r){if(t.length>1){if(Ko(t,e))return!0;for(let n=0;n<e.length;n++)if(ts(e[n],t,r))return!0}for(let 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Qi(Z.paint_circle[\"circle-translate\"]),\"circle-translate-anchor\":new Qi(Z.paint_circle[\"circle-translate-anchor\"]),\"circle-pitch-scale\":new Qi(Z.paint_circle[\"circle-pitch-scale\"]),\"circle-pitch-alignment\":new Qi(Z.paint_circle[\"circle-pitch-alignment\"]),\"circle-stroke-width\":new ta(Z.paint_circle[\"circle-stroke-width\"]),\"circle-stroke-color\":new ta(Z.paint_circle[\"circle-stroke-color\"]),\"circle-stroke-opacity\":new ta(Z.paint_circle[\"circle-stroke-opacity\"])})},get layout(){return ls=ls||new ia({\"circle-sort-key\":new ta(Z.layout_circle[\"circle-sort-key\"])})}},hs=1e-6,fs=\"undefined\"!=typeof Float32Array?Float32Array:Array;function ps(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}function ds(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],m=e[12],g=e[13],y=e[14],v=e[15],x=r[0],_=r[1],b=r[2],w=r[3];return t[0]=x*n+_*s+b*h+w*m,t[1]=x*i+_*l+b*f+w*g,t[2]=x*a+_*c+b*p+w*y,t[3]=x*o+_*u+b*d+w*v,x=r[4],_=r[5],b=r[6],w=r[7],t[4]=x*n+_*s+b*h+w*m,t[5]=x*i+_*l+b*f+w*g,t[6]=x*a+_*c+b*p+w*y,t[7]=x*o+_*u+b*d+w*v,x=r[8],_=r[9],b=r[10],w=r[11],t[8]=x*n+_*s+b*h+w*m,t[9]=x*i+_*l+b*f+w*g,t[10]=x*a+_*c+b*p+w*y,t[11]=x*o+_*u+b*d+w*v,x=r[12],_=r[13],b=r[14],w=r[15],t[12]=x*n+_*s+b*h+w*m,t[13]=x*i+_*l+b*f+w*g,t[14]=x*a+_*c+b*p+w*y,t[15]=x*o+_*u+b*d+w*v,t}Math.hypot||(Math.hypot=function(){for(var t=0,e=arguments.length;e--;)t+=arguments[e]*arguments[e];return Math.sqrt(t)});var ms=function(t,e,r,n,i){var a,o=1/Math.tan(e/2);return t[0]=o/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=o,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(a=1/(n-i),t[10]=(i+n)*a,t[14]=2*i*n*a):(t[10]=-1,t[14]=-2*n),t};var gs=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t};var ys=ds;function vs(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3];return t[0]=r[0]*n+r[4]*i+r[8]*a+r[12]*o,t[1]=r[1]*n+r[5]*i+r[9]*a+r[13]*o,t[2]=r[2]*n+r[6]*i+r[10]*a+r[14]*o,t[3]=r[3]*n+r[7]*i+r[11]*a+r[15]*o,t}var xs,_s=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t[3]=e[3]*r[3],t};xs=new fs(4),fs!=Float32Array&&(xs[0]=0,xs[1]=0,xs[2]=0,xs[3]=0);class bs extends oa{constructor(t){super(t,us)}createBucket(t){return new Wo(t)}queryRadius(t){const e=t;return as(\"circle-radius\",this,e)+as(\"circle-stroke-width\",this,e)+os(this.paint.get(\"circle-translate\"))}queryIntersectsFeature(t,e,r,n,i,a,o,s){const l=ss(t,this.paint.get(\"circle-translate\"),this.paint.get(\"circle-translate-anchor\"),a.angle,o),c=this.paint.get(\"circle-radius\").evaluate(e,r)+this.paint.get(\"circle-stroke-width\").evaluate(e,r),u=\"map\"===this.paint.get(\"circle-pitch-alignment\"),h=u?l:function(t,e){return t.map((t=>ws(t,e)))}(l,s),f=u?c*o:c;for(const t of n)for(const e of t){const t=u?e:ws(e,s);let r=f;const n=vs([],[e.x,e.y,0,1],s);if(\"viewport\"===this.paint.get(\"circle-pitch-scale\")&&\"map\"===this.paint.get(\"circle-pitch-alignment\")?r*=n[3]/a.cameraToCenterDistance:\"map\"===this.paint.get(\"circle-pitch-scale\")&&\"viewport\"===this.paint.get(\"circle-pitch-alignment\")&&(r*=a.cameraToCenterDistance/n[3]),Xo(h,t,r))return!0}return!1}}function ws(t,e){const r=vs([],[t.x,t.y,0,1],e);return new a(r[0]/r[3],r[1]/r[3])}class Ts extends Wo{}let ks;Mi(\"HeatmapBucket\",Ts,{omit:[\"layers\"]});var As={get paint(){return ks=ks||new ia({\"heatmap-radius\":new 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ta(Z.paint_fill[\"fill-outline-color\"]),\"fill-translate\":new Qi(Z.paint_fill[\"fill-translate\"]),\"fill-translate-anchor\":new Qi(Z.paint_fill[\"fill-translate-anchor\"]),\"fill-pattern\":new ea(Z.paint_fill[\"fill-pattern\"])})},get layout(){return dl=dl||new ia({\"fill-sort-key\":new ta(Z.layout_fill[\"fill-sort-key\"])})}};class yl extends oa{constructor(t){super(t,gl)}recalculate(t,e){super.recalculate(t,e);const r=this.paint._values[\"fill-outline-color\"];\"constant\"===r.value.kind&&void 0===r.value.value&&(this.paint._values[\"fill-outline-color\"]=this.paint._values[\"fill-color\"])}createBucket(t){return new pl(t)}queryRadius(){return os(this.paint.get(\"fill-translate\"))}queryIntersectsFeature(t,e,r,n,i,a,o){return $o(ss(t,this.paint.get(\"fill-translate\"),this.paint.get(\"fill-translate-anchor\"),a.angle,o),n)}isTileClipped(){return!0}}const vl=ua([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_normal_ed\",components:4,type:\"Int16\"}],4),xl=ua([{name:\"a_centroid\",components:2,type:\"Int16\"}],4),{members:_l,size:bl,alignment:wl}=vl;var Tl={},kl=n,Al=Ml;function Ml(t,e,r,n,i){this.properties={},this.extent=r,this.type=0,this._pbf=t,this._geometry=-1,this._keys=n,this._values=i,t.readFields(Sl,this,e)}function Sl(t,e,r){1==t?e.id=r.readVarint():2==t?function(t,e){for(var r=t.readVarint()+t.pos;t.pos<r;){var n=e._keys[t.readVarint()],i=e._values[t.readVarint()];e.properties[n]=i}}(r,e):3==t?e.type=r.readVarint():4==t&&(e._geometry=r.pos)}function El(t){for(var e,r,n=0,i=0,a=t.length,o=a-1;i<a;o=i++)e=t[i],n+=((r=t[o]).x-e.x)*(e.y+r.y);return n}Ml.types=[\"Unknown\",\"Point\",\"LineString\",\"Polygon\"],Ml.prototype.loadGeometry=function(){var t=this._pbf;t.pos=this._geometry;for(var e,r=t.readVarint()+t.pos,n=1,i=0,a=0,o=0,s=[];t.pos<r;){if(i<=0){var l=t.readVarint();n=7&l,i=l>>3}if(i--,1===n||2===n)a+=t.readSVarint(),o+=t.readSVarint(),1===n&&(e&&s.push(e),e=[]),e.push(new kl(a,o));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&s.push(e),s},Ml.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},Ml.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=Ml.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var h=[];for(n=0;n<l.length;n++)h[n]=l[n][0];u(l=h);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=El(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}return r&&i.push(r),i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var Cl=Al,Ll=Il;function Il(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Pl,this,e),this.length=this._features.length}function Pl(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}Il.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Cl(this._pbf,e,this.extent,this._keys,this._values)};var zl=Ll,Ol=function(t,e){this.layers=t.readFields(Dl,{},e)};function Dl(t,e,r){if(3===t){var n=new zl(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Tl.VectorTile=Ol,Tl.VectorTileFeature=Al,Tl.VectorTileLayer=Ll;const Rl=Tl.VectorTileFeature.types,Fl=Math.pow(2,13);function Bl(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Fl)+o,i*Fl*2,a*Fl*2,Math.round(s))}class Nl{constructor(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((t=>t.id)),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new $a,this.centroidVertexArray=new Wa,this.indexArray=new ao,this.programConfigurations=new Bo(t.layers,t.zoom),this.segments=new ho,this.stateDependentLayerIds=this.layers.filter((t=>t.isStateDependent())).map((t=>t.id))}populate(t,e,r){this.features=[],this.hasPattern=hl(\"fill-extrusion\",this.layers,e);for(const{feature:n,id:i,index:a,sourceLayerIndex:o}of t){const t=this.layers[0]._featureFilter.needGeometry,s=Go(n,t);if(!this.layers[0]._featureFilter.filter(new Hi(this.zoom),s,r))continue;const l={id:i,sourceLayerIndex:o,index:a,geometry:t?s.geometry:Ho(n),properties:n.properties,type:n.type,patterns:{}};this.hasPattern?this.features.push(fl(\"fill-extrusion\",this.layers,l,this.zoom,e)):this.addFeature(l,l.geometry,a,r,{}),e.featureIndex.insert(n,l.geometry,a,o,this.index,!0)}}addFeatures(t,e,r){for(const t of this.features){const{geometry:n}=t;this.addFeature(t,n,t.index,e,r)}}update(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)}isEmpty(){return 0===this.layoutVertexArray.length&&0===this.centroidVertexArray.length}uploadPending(){return!this.uploaded||this.programConfigurations.needsUpload}upload(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,_l),this.centroidVertexBuffer=t.createVertexBuffer(this.centroidVertexArray,xl.members,!0),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0}destroy(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.centroidVertexBuffer.destroy())}addFeature(t,e,r,n,i){for(const r of br(e,500)){const e={x:0,y:0,vertexCount:0};let n=0;for(const t of r)n+=t.length;let i=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray);for(const t of r){if(0===t.length)continue;if(Ul(t))continue;let r=0;for(let n=0;n<t.length;n++){const a=t[n];if(n>=1){const o=t[n-1];if(!jl(a,o)){i.vertexLength+4>ho.MAX_VERTEX_ARRAY_LENGTH&&(i=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));const t=a.sub(o)._perp()._unit(),n=o.dist(a);r+n>32768&&(r=0),Bl(this.layoutVertexArray,a.x,a.y,t.x,t.y,0,0,r),Bl(this.layoutVertexArray,a.x,a.y,t.x,t.y,0,1,r),e.x+=2*a.x,e.y+=2*a.y,e.vertexCount+=2,r+=n,Bl(this.layoutVertexArray,o.x,o.y,t.x,t.y,0,0,r),Bl(this.layoutVertexArray,o.x,o.y,t.x,t.y,0,1,r),e.x+=2*o.x,e.y+=2*o.y,e.vertexCount+=2;const s=i.vertexLength;this.indexArray.emplaceBack(s,s+2,s+1),this.indexArray.emplaceBack(s+1,s+2,s+3),i.vertexLength+=4,i.primitiveLength+=2}}}}if(i.vertexLength+n>ho.MAX_VERTEX_ARRAY_LENGTH&&(i=this.segments.prepareSegment(n,this.layoutVertexArray,this.indexArray)),\"Polygon\"!==Rl[t.type])continue;const a=[],o=[],s=i.vertexLength;for(const t of r)if(0!==t.length){t!==r[0]&&o.push(a.length/2);for(let r=0;r<t.length;r++){const n=t[r];Bl(this.layoutVertexArray,n.x,n.y,0,0,1,1,0),e.x+=n.x,e.y+=n.y,e.vertexCount+=1,a.push(n.x),a.push(n.y)}}const l=js(a,o);for(let t=0;t<l.length;t+=3)this.indexArray.emplaceBack(s+l[t],s+l[t+2],s+l[t+1]);i.primitiveLength+=l.length/3,i.vertexLength+=n;for(let t=0;t<e.vertexCount;t++){const t=Math.floor(e.x/e.vertexCount),r=Math.floor(e.y/e.vertexCount);this.centroidVertexArray.emplaceBack(t,r)}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)}}function jl(t,e){return t.x===e.x&&(t.x<0||t.x>Uo)||t.y===e.y&&(t.y<0||t.y>Uo)}function Ul(t){return t.every((t=>t.x<0))||t.every((t=>t.x>Uo))||t.every((t=>t.y<0))||t.every((t=>t.y>Uo))}let Vl;Mi(\"FillExtrusionBucket\",Nl,{omit:[\"layers\",\"features\"]});var ql={get paint(){return Vl=Vl||new ia({\"fill-extrusion-opacity\":new Qi(Z[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new ta(Z[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new Qi(Z[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new Qi(Z[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ea(Z[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new ta(Z[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new ta(Z[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new Qi(Z[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})}};class Hl extends oa{constructor(t){super(t,ql)}createBucket(t){return new Nl(t)}queryRadius(){return os(this.paint.get(\"fill-extrusion-translate\"))}is3D(){return!0}queryIntersectsFeature(t,e,r,n,i,o,s,l){const c=ss(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){const i=[];for(const r of t){const t=[r.x,r.y,n,1];vs(t,t,e),i.push(new a(t[0]/t[3],t[1]/t[3]))}return i}(c,l,0,0),p=function(t,e,r,n){const i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r;for(const e of t){const t=[],r=[];for(const i of e){const e=i.x,o=i.y,m=n[0]*e+n[4]*o+n[12],g=n[1]*e+n[5]*o+n[13],y=n[2]*e+n[6]*o+n[14],v=n[3]*e+n[7]*o+n[15],x=y+c,_=v+u,b=m+h,w=g+f,T=y+p,k=v+d,A=new a((m+s)/_,(g+l)/_);A.z=x/_,t.push(A);const M=new a(b/k,w/k);M.z=T/k,r.push(M)}i.push(t),o.push(r)}return[i,o]}(n,h,u,l);return function(t,e,r){let n=1/0;$o(r,e)&&(n=Zl(r,e[0]));for(let i=0;i<e.length;i++){const a=e[i],o=t[i];for(let t=0;t<a.length-1;t++){const e=a[t],i=a[t+1],s=o[t],l=[e,i,o[t+1],s,e];Yo(r,l)&&(n=Math.min(n,Zl(r,l)))}}return n!==1/0&&n}(p[0],p[1],f)}}function Gl(t,e){return t.x*e.x+t.y*e.y}function Zl(t,e){if(1===t.length){let r=0;const n=e[r++];let i;for(;!i||n.equals(i);)if(i=e[r++],!i)return 1/0;for(;r<e.length;r++){const a=e[r],o=t[0],s=i.sub(n),l=a.sub(n),c=o.sub(n),u=Gl(s,s),h=Gl(s,l),f=Gl(l,l),p=Gl(c,s),d=Gl(c,l),m=u*f-h*h,g=(f*p-h*d)/m,y=(u*d-h*p)/m,v=1-g-y,x=n.z*v+i.z*g+a.z*y;if(isFinite(x))return x}return 1/0}{let t=1/0;for(const r of e)t=Math.min(t,r.z);return t}}const Wl=ua([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4),{members:Yl,size:Xl,alignment:$l}=Wl,Jl=ua([{name:\"a_uv_x\",components:1,type:\"Float32\"},{name:\"a_split_index\",components:1,type:\"Float32\"}]),{members:Kl,size:Ql,alignment:tc}=Jl,ec=Tl.VectorTileFeature.types,rc=Math.cos(Math.PI/180*37.5),nc=Math.pow(2,14)/.5;class ic{constructor(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((t=>t.id)),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.lineClipsArray=[],this.gradients={},this.layers.forEach((t=>{this.gradients[t.id]={}})),this.layoutVertexArray=new Ja,this.layoutVertexArray2=new Ka,this.indexArray=new ao,this.programConfigurations=new Bo(t.layers,t.zoom),this.segments=new ho,this.maxLineLength=0,this.stateDependentLayerIds=this.layers.filter((t=>t.isStateDependent())).map((t=>t.id))}populate(t,e,r){this.hasPattern=hl(\"line\",this.layers,e);const n=this.layers[0].layout.get(\"line-sort-key\"),i=!n.isConstant(),a=[];for(const{feature:e,id:o,index:s,sourceLayerIndex:l}of t){const t=this.layers[0]._featureFilter.needGeometry,c=Go(e,t);if(!this.layers[0]._featureFilter.filter(new Hi(this.zoom),c,r))continue;const u=i?n.evaluate(c,{},r):void 0,h={id:o,properties:e.properties,type:e.type,sourceLayerIndex:l,index:s,geometry:t?c.geometry:Ho(e),patterns:{},sortKey:u};a.push(h)}i&&a.sort(((t,e)=>t.sortKey-e.sortKey));for(const n of a){const{geometry:i,index:a,sourceLayerIndex:o}=n;if(this.hasPattern){const t=fl(\"line\",this.layers,n,this.zoom,e);this.patternFeatures.push(t)}else this.addFeature(n,i,a,r,{});const s=t[a].feature;e.featureIndex.insert(s,i,a,o,this.index)}}update(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)}addFeatures(t,e,r){for(const t of this.patternFeatures)this.addFeature(t,t.geometry,t.index,e,r)}isEmpty(){return 0===this.layoutVertexArray.length}uploadPending(){return!this.uploaded||this.programConfigurations.needsUpload}upload(t){this.uploaded||(0!==this.layoutVertexArray2.length&&(this.layoutVertexBuffer2=t.createVertexBuffer(this.layoutVertexArray2,Kl)),this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Yl),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0}destroy(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())}lineFeatureClips(t){if(t.properties&&Object.prototype.hasOwnProperty.call(t.properties,\"mapbox_clip_start\")&&Object.prototype.hasOwnProperty.call(t.properties,\"mapbox_clip_end\"))return{start:+t.properties.mapbox_clip_start,end:+t.properties.mapbox_clip_end}}addFeature(t,e,r,n,i){const a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\");this.lineClips=this.lineFeatureClips(t);for(const r of e)this.addLine(r,t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)}addLine(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,this.lineClips){this.lineClipsArray.push(this.lineClips);for(let e=0;e<t.length-1;e++)this.totalDistance+=t[e].dist(t[e+1]);this.updateScaledDistance(),this.maxLineLength=Math.max(this.maxLineLength,this.totalDistance)}const o=\"Polygon\"===ec[e.type];let s=t.length;for(;s>=2&&t[s-1].equals(t[s-2]);)s--;let l=0;for(;l<s-1&&t[l].equals(t[l+1]);)l++;if(s<(o?3:2))return;\"bevel\"===r&&(i=1.05);const c=this.overscaling<=16?15*Uo/(512*this.overscaling):0,u=this.segments.prepareSegment(10*s,this.layoutVertexArray,this.indexArray);let h,f,p,d,m;this.e1=this.e2=-1,o&&(h=t[s-2],m=t[l].sub(h)._unit()._perp());for(let e=l;e<s;e++){if(p=e===s-1?o?t[l+1]:void 0:t[e+1],p&&t[e].equals(p))continue;m&&(d=m),h&&(f=h),h=t[e],m=p?p.sub(h)._unit()._perp():d,d=d||m;let g=d.add(m);0===g.x&&0===g.y||g._unit();const y=d.x*m.x+d.y*m.y,v=g.x*m.x+g.y*m.y,x=0!==v?1/v:1/0,_=2*Math.sqrt(2-2*v),b=v<rc&&f&&p,w=d.x*m.y-d.y*m.x>0;if(b&&e>l){const t=h.dist(f);if(t>2*c){const e=h.sub(h.sub(f)._mult(c/t)._round());this.updateDistance(f,e),this.addCurrentVertex(e,d,0,0,u),f=e}}const T=f&&p;let k=T?r:o?\"butt\":n;if(T&&\"round\"===k&&(x<a?k=\"miter\":x<=2&&(k=\"fakeround\")),\"miter\"===k&&x>i&&(k=\"bevel\"),\"bevel\"===k&&(x>2&&(k=\"flipbevel\"),x<i&&(k=\"miter\")),f&&this.updateDistance(f,h),\"miter\"===k)g._mult(x),this.addCurrentVertex(h,g,0,0,u);else if(\"flipbevel\"===k){if(x>100)g=m.mult(-1);else{const t=x*d.add(m).mag()/d.sub(m).mag();g._perp()._mult(t*(w?-1:1))}this.addCurrentVertex(h,g,0,0,u),this.addCurrentVertex(h,g.mult(-1),0,0,u)}else if(\"bevel\"===k||\"fakeround\"===k){const t=-Math.sqrt(x*x-1),e=w?t:0,r=w?0:t;if(f&&this.addCurrentVertex(h,d,e,r,u),\"fakeround\"===k){const t=Math.round(180*_/Math.PI/20);for(let e=1;e<t;e++){let r=e/t;if(.5!==r){const t=r-.5;r+=r*t*(r-1)*((1.0904+y*(y*(3.55645-1.43519*y)-3.2452))*t*t+(.848013+y*(.215638*y-1.06021)))}const n=m.sub(d)._mult(r)._add(d)._unit()._mult(w?-1:1);this.addHalfVertex(h,n.x,n.y,!1,w,0,u)}}p&&this.addCurrentVertex(h,m,-e,-r,u)}else if(\"butt\"===k)this.addCurrentVertex(h,g,0,0,u);else if(\"square\"===k){const t=f?1:-1;this.addCurrentVertex(h,g,t,t,u)}else\"round\"===k&&(f&&(this.addCurrentVertex(h,d,0,0,u),this.addCurrentVertex(h,d,1,1,u,!0)),p&&(this.addCurrentVertex(h,m,-1,-1,u,!0),this.addCurrentVertex(h,m,0,0,u)));if(b&&e<s-1){const t=h.dist(p);if(t>2*c){const e=h.add(p.sub(h)._mult(c/t)._round());this.updateDistance(h,e),this.addCurrentVertex(e,m,0,0,u),h=e}}}}addCurrentVertex(t,e,r,n,i,a=!1){const o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>nc/2&&0===this.totalDistance&&(this.distance=0,this.updateScaledDistance(),this.addCurrentVertex(t,e,r,n,i,a))}addHalfVertex({x:t,y:e},r,n,i,a,o,s){const l=.5*(this.lineClips?this.scaledDistance*(nc-1):this.scaledDistance);if(this.layoutVertexArray.emplaceBack((t<<1)+(i?1:0),(e<<1)+(a?1:0),Math.round(63*r)+128,Math.round(63*n)+128,1+(0===o?0:o<0?-1:1)|(63&l)<<2,l>>6),this.lineClips){const t=(this.scaledDistance-this.lineClips.start)/(this.lineClips.end-this.lineClips.start);this.layoutVertexArray2.emplaceBack(t,this.lineClipsArray.length)}const c=s.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,c),s.primitiveLength++),a?this.e2=c:this.e1=c}updateScaledDistance(){this.scaledDistance=this.lineClips?this.lineClips.start+(this.lineClips.end-this.lineClips.start)*this.distance/this.totalDistance:this.distance}updateDistance(t,e){this.distance+=t.dist(e),this.updateScaledDistance()}}let ac;Mi(\"LineBucket\",ic,{omit:[\"layers\",\"patternFeatures\"]});let oc;var sc={get paint(){return oc=oc||new ia({\"line-opacity\":new ta(Z.paint_line[\"line-opacity\"]),\"line-color\":new ta(Z.paint_line[\"line-color\"]),\"line-translate\":new Qi(Z.paint_line[\"line-translate\"]),\"line-translate-anchor\":new Qi(Z.paint_line[\"line-translate-anchor\"]),\"line-width\":new ta(Z.paint_line[\"line-width\"]),\"line-gap-width\":new ta(Z.paint_line[\"line-gap-width\"]),\"line-offset\":new ta(Z.paint_line[\"line-offset\"]),\"line-blur\":new ta(Z.paint_line[\"line-blur\"]),\"line-dasharray\":new ra(Z.paint_line[\"line-dasharray\"]),\"line-pattern\":new ea(Z.paint_line[\"line-pattern\"]),\"line-gradient\":new na(Z.paint_line[\"line-gradient\"])})},get layout(){return ac=ac||new ia({\"line-cap\":new Qi(Z.layout_line[\"line-cap\"]),\"line-join\":new ta(Z.layout_line[\"line-join\"]),\"line-miter-limit\":new Qi(Z.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new Qi(Z.layout_line[\"line-round-limit\"]),\"line-sort-key\":new ta(Z.layout_line[\"line-sort-key\"])})}};class lc extends ta{possiblyEvaluate(t,e){return e=new Hi(Math.floor(e.zoom),{now:e.now,fadeDuration:e.fadeDuration,zoomHistory:e.zoomHistory,transition:e.transition}),super.possiblyEvaluate(t,e)}evaluate(t,e,r,n){return e=y({},e,{zoom:Math.floor(e.zoom)}),super.evaluate(t,e,r,n)}}let cc;class uc extends oa{constructor(t){super(t,sc),this.gradientVersion=0,cc||(cc=new lc(sc.paint.properties[\"line-width\"].specification),cc.useIntegerZoom=!0)}_handleSpecialPaintPropertyUpdate(t){if(\"line-gradient\"===t){const t=this.gradientExpression();!function(t){return void 0!==t._styleExpression}(t)?this.stepInterpolant=!1:this.stepInterpolant=t._styleExpression.expression instanceof Ae,this.gradientVersion=(this.gradientVersion+1)%Number.MAX_SAFE_INTEGER}}gradientExpression(){return this._transitionablePaint._values[\"line-gradient\"].value.expression}recalculate(t,e){super.recalculate(t,e),this.paint._values[\"line-floorwidth\"]=cc.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,t)}createBucket(t){return new ic(t)}queryRadius(t){const e=t,r=hc(as(\"line-width\",this,e),as(\"line-gap-width\",this,e)),n=as(\"line-offset\",this,e);return r/2+Math.abs(n)+os(this.paint.get(\"line-translate\"))}queryIntersectsFeature(t,e,r,n,i,o,s){const l=ss(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*hc(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){const r=[];for(let n=0;n<t.length;n++){const i=t[n],o=[];for(let t=0;t<i.length;t++){const r=i[t-1],n=i[t],s=i[t+1],l=0===t?new a(0,0):n.sub(r)._unit()._perp(),c=t===i.length-1?new a(0,0):s.sub(n)._unit()._perp(),u=l._add(c)._unit(),h=u.x*c.x+u.y*c.y;0!==h&&u._mult(1/h),o.push(u._mult(e)._add(n))}r.push(o)}return r}(n,u*s)),function(t,e,r){for(let n=0;n<e.length;n++){const i=e[n];if(t.length>=3)for(let e=0;e<i.length;e++)if(ns(t,i[e]))return!0;if(Jo(t,i,r))return!0}return!1}(l,n,c)}isTileClipped(){return!0}}function hc(t,e){return e>0?e+2*t:t}const fc=ua([{name:\"a_pos_offset\",components:4,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint16\"},{name:\"a_pixeloffset\",components:4,type:\"Int16\"}],4),pc=ua([{name:\"a_projected_pos\",components:3,type:\"Float32\"}],4);ua([{name:\"a_fade_opacity\",components:1,type:\"Uint32\"}],4);const dc=ua([{name:\"a_placed\",components:2,type:\"Uint8\"},{name:\"a_shift\",components:2,type:\"Float32\"},{name:\"a_box_real\",components:2,type:\"Int16\"}]);ua([{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Int16\",name:\"x1\"},{type:\"Int16\",name:\"y1\"},{type:\"Int16\",name:\"x2\"},{type:\"Int16\",name:\"y2\"},{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"}]);const mc=ua([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_anchor_pos\",components:2,type:\"Int16\"},{name:\"a_extrude\",components:2,type:\"Int16\"}],4),gc=ua([{name:\"a_pos\",components:2,type:\"Float32\"},{name:\"a_radius\",components:1,type:\"Float32\"},{name:\"a_flags\",components:2,type:\"Int16\"}],4);function yc(t,e,r){return t.sections.forEach((t=>{t.text=function(t,e,r){const n=e.layout.get(\"text-transform\").evaluate(r,{});return\"uppercase\"===n?t=t.toLocaleUpperCase():\"lowercase\"===n&&(t=t.toLocaleLowerCase()),qi.applyArabicShaping&&(t=qi.applyArabicShaping(t)),t}(t.text,e,r)})),t}ua([{name:\"triangle\",components:3,type:\"Uint16\"}]),ua([{type:\"Int16\",name:\"anchorX\"},{type:\"Int16\",name:\"anchorY\"},{type:\"Uint16\",name:\"glyphStartIndex\"},{type:\"Uint16\",name:\"numGlyphs\"},{type:\"Uint32\",name:\"vertexStartIndex\"},{type:\"Uint32\",name:\"lineStartIndex\"},{type:\"Uint32\",name:\"lineLength\"},{type:\"Uint16\",name:\"segment\"},{type:\"Uint16\",name:\"lowerSize\"},{type:\"Uint16\",name:\"upperSize\"},{type:\"Float32\",name:\"lineOffsetX\"},{type:\"Float32\",name:\"lineOffsetY\"},{type:\"Uint8\",name:\"writingMode\"},{type:\"Uint8\",name:\"placedOrientation\"},{type:\"Uint8\",name:\"hidden\"},{type:\"Uint32\",name:\"crossTileID\"},{type:\"Int16\",name:\"associatedIconIndex\"}]),ua([{type:\"Int16\",name:\"anchorX\"},{type:\"Int16\",name:\"anchorY\"},{type:\"Int16\",name:\"rightJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"centerJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"leftJustifiedTextSymbolIndex\"},{type:\"Int16\",name:\"verticalPlacedTextSymbolIndex\"},{type:\"Int16\",name:\"placedIconSymbolIndex\"},{type:\"Int16\",name:\"verticalPlacedIconSymbolIndex\"},{type:\"Uint16\",name:\"key\"},{type:\"Uint16\",name:\"textBoxStartIndex\"},{type:\"Uint16\",name:\"textBoxEndIndex\"},{type:\"Uint16\",name:\"verticalTextBoxStartIndex\"},{type:\"Uint16\",name:\"verticalTextBoxEndIndex\"},{type:\"Uint16\",name:\"iconBoxStartIndex\"},{type:\"Uint16\",name:\"iconBoxEndIndex\"},{type:\"Uint16\",name:\"verticalIconBoxStartIndex\"},{type:\"Uint16\",name:\"verticalIconBoxEndIndex\"},{type:\"Uint16\",name:\"featureIndex\"},{type:\"Uint16\",name:\"numHorizontalGlyphVertices\"},{type:\"Uint16\",name:\"numVerticalGlyphVertices\"},{type:\"Uint16\",name:\"numIconVertices\"},{type:\"Uint16\",name:\"numVerticalIconVertices\"},{type:\"Uint16\",name:\"useRuntimeCollisionCircles\"},{type:\"Uint32\",name:\"crossTileID\"},{type:\"Float32\",name:\"textBoxScale\"},{type:\"Float32\",name:\"collisionCircleDiameter\"},{type:\"Uint16\",name:\"textAnchorOffsetStartIndex\"},{type:\"Uint16\",name:\"textAnchorOffsetEndIndex\"}]),ua([{type:\"Float32\",name:\"offsetX\"}]),ua([{type:\"Int16\",name:\"x\"},{type:\"Int16\",name:\"y\"},{type:\"Int16\",name:\"tileUnitDistanceFromAnchor\"}]),ua([{type:\"Uint16\",name:\"textAnchor\"},{type:\"Float32\",components:2,name:\"textOffset\"}]);const vc={\"!\":\"๏ธ\",\"#\":\"๏ผ\",$:\"๏ผ\",\"%\":\"๏ผ
\",\"&\":\"๏ผ\",\"(\":\"๏ธต\",\")\":\"๏ธถ\",\"*\":\"๏ผ\",\"+\":\"๏ผ\",\",\":\"๏ธ\",\"-\":\"๏ธฒ\",\".\":\"ใป\",\"/\":\"๏ผ\",\":\":\"๏ธ\",\";\":\"๏ธ\",\"<\":\"๏ธฟ\",\"=\":\"๏ผ\",\">\":\"๏น\",\"?\":\"๏ธ\",\"@\":\"๏ผ \",\"[\":\"๏น\",\"\\\\\":\"๏ผผ\",\"]\":\"๏น\",\"^\":\"๏ผพ\",_:\"๏ธณ\",\"`\":\"๏ฝ\",\"{\":\"๏ธท\",\"|\":\"โ\",\"}\":\"๏ธธ\",\"~\":\"๏ฝ\",\"ยข\":\"๏ฟ 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a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,h=r?i-1:0,f=r?-1:1,p=t[e+h];for(h+=f,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+h],h+=f,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+h],h+=f,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},write:function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,h=u>>1,f=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,m=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+h>=1?f/l:f*Math.pow(2,1-h))*l>=2&&(o++,l/=2),o+h>=u?(s=0,o=u):o+h>=1?(s=(e*l-1)*Math.pow(2,i),o+=h):(s=e*Math.pow(2,h-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*m}};function wc(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new Uint8Array(t||0),this.pos=0,this.type=0,this.length=this.buf.length}wc.Varint=0,wc.Fixed64=1,wc.Bytes=2,wc.Fixed32=5;var Tc=4294967296,kc=1/Tc,Ac=\"undefined\"==typeof TextDecoder?null:new TextDecoder(\"utf-8\");function Mc(t){return t.type===wc.Bytes?t.readVarint()+t.pos:t.pos+1}function Sc(t,e,r){return r?4294967296*e+(t>>>0):4294967296*(e>>>0)+(t>>>0)}function Ec(t,e,r){var n=e<=16383?1:e<=2097151?2:e<=268435455?3:Math.floor(Math.log(e)/(7*Math.LN2));r.realloc(n);for(var i=r.pos-1;i>=t;i--)r.buf[i+n]=r.buf[i]}function Cc(t,e){for(var r=0;r<t.length;r++)e.writeVarint(t[r])}function Lc(t,e){for(var r=0;r<t.length;r++)e.writeSVarint(t[r])}function Ic(t,e){for(var r=0;r<t.length;r++)e.writeFloat(t[r])}function Pc(t,e){for(var r=0;r<t.length;r++)e.writeDouble(t[r])}function zc(t,e){for(var r=0;r<t.length;r++)e.writeBoolean(t[r])}function Oc(t,e){for(var r=0;r<t.length;r++)e.writeFixed32(t[r])}function Dc(t,e){for(var r=0;r<t.length;r++)e.writeSFixed32(t[r])}function Rc(t,e){for(var r=0;r<t.length;r++)e.writeFixed64(t[r])}function Fc(t,e){for(var r=0;r<t.length;r++)e.writeSFixed64(t[r])}function Bc(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+16777216*t[e+3]}function Nc(t,e,r){t[r]=e,t[r+1]=e>>>8,t[r+2]=e>>>16,t[r+3]=e>>>24}function jc(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+(t[e+3]<<24)}wc.prototype={destroy:function(){this.buf=null},readFields:function(t,e,r){for(r=r||this.length;this.pos<r;){var n=this.readVarint(),i=n>>3,a=this.pos;this.type=7&n,t(i,e,this),this.pos===a&&this.skip(n)}return e},readMessage:function(t,e){return this.readFields(t,e,this.readVarint()+this.pos)},readFixed32:function(){var t=Bc(this.buf,this.pos);return this.pos+=4,t},readSFixed32:function(){var t=jc(this.buf,this.pos);return this.pos+=4,t},readFixed64:function(){var t=Bc(this.buf,this.pos)+Bc(this.buf,this.pos+4)*Tc;return this.pos+=8,t},readSFixed64:function(){var t=Bc(this.buf,this.pos)+jc(this.buf,this.pos+4)*Tc;return this.pos+=8,t},readFloat:function(){var t=bc.read(this.buf,this.pos,!0,23,4);return this.pos+=4,t},readDouble:function(){var t=bc.read(this.buf,this.pos,!0,52,8);return this.pos+=8,t},readVarint:function(t){var e,r,n=this.buf;return e=127&(r=n[this.pos++]),r<128?e:(e|=(127&(r=n[this.pos++]))<<7,r<128?e:(e|=(127&(r=n[this.pos++]))<<14,r<128?e:(e|=(127&(r=n[this.pos++]))<<21,r<128?e:function(t,e,r){var n,i,a=r.buf;if(n=(112&(i=a[r.pos++]))>>4,i<128)return Sc(t,n,e);if(n|=(127&(i=a[r.pos++]))<<3,i<128)return Sc(t,n,e);if(n|=(127&(i=a[r.pos++]))<<10,i<128)return Sc(t,n,e);if(n|=(127&(i=a[r.pos++]))<<17,i<128)return Sc(t,n,e);if(n|=(127&(i=a[r.pos++]))<<24,i<128)return Sc(t,n,e);if(n|=(1&(i=a[r.pos++]))<<31,i<128)return Sc(t,n,e);throw new Error(\"Expected varint not more than 10 bytes\")}(e|=(15&(r=n[this.pos]))<<28,t,this))))},readVarint64:function(){return this.readVarint(!0)},readSVarint:function(){var t=this.readVarint();return t%2==1?(t+1)/-2:t/2},readBoolean:function(){return Boolean(this.readVarint())},readString:function(){var t=this.readVarint()+this.pos,e=this.pos;return this.pos=t,t-e>=12&&Ac?function(t,e,r){return Ac.decode(t.subarray(e,r))}(this.buf,e,t):function(t,e,r){for(var n=\"\",i=e;i<r;){var a,o,s,l=t[i],c=null,u=l>239?4:l>223?3:l>191?2:1;if(i+u>r)break;1===u?l<128&&(c=l):2===u?128==(192&(a=t[i+1]))&&(c=(31&l)<<6|63&a)<=127&&(c=null):3===u?(a=t[i+1],o=t[i+2],128==(192&a)&&128==(192&o)&&((c=(15&l)<<12|(63&a)<<6|63&o)<=2047||c>=55296&&c<=57343)&&(c=null)):4===u&&(a=t[i+1],o=t[i+2],s=t[i+3],128==(192&a)&&128==(192&o)&&128==(192&s)&&((c=(15&l)<<18|(63&a)<<12|(63&o)<<6|63&s)<=65535||c>=1114112)&&(c=null)),null===c?(c=65533,u=1):c>65535&&(c-=65536,n+=String.fromCharCode(c>>>10&1023|55296),c=56320|1023&c),n+=String.fromCharCode(c),i+=u}return n}(this.buf,e,t)},readBytes:function(){var t=this.readVarint()+this.pos,e=this.buf.subarray(this.pos,t);return this.pos=t,e},readPackedVarint:function(t,e){if(this.type!==wc.Bytes)return t.push(this.readVarint(e));var r=Mc(this);for(t=t||[];this.pos<r;)t.push(this.readVarint(e));return t},readPackedSVarint:function(t){if(this.type!==wc.Bytes)return t.push(this.readSVarint());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readSVarint());return t},readPackedBoolean:function(t){if(this.type!==wc.Bytes)return t.push(this.readBoolean());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readBoolean());return t},readPackedFloat:function(t){if(this.type!==wc.Bytes)return t.push(this.readFloat());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readFloat());return t},readPackedDouble:function(t){if(this.type!==wc.Bytes)return t.push(this.readDouble());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readDouble());return t},readPackedFixed32:function(t){if(this.type!==wc.Bytes)return t.push(this.readFixed32());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readFixed32());return t},readPackedSFixed32:function(t){if(this.type!==wc.Bytes)return t.push(this.readSFixed32());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==wc.Bytes)return t.push(this.readFixed64());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==wc.Bytes)return t.push(this.readSFixed64());var e=Mc(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===wc.Varint)for(;this.buf[this.pos++]>127;);else if(e===wc.Bytes)this.pos=this.readVarint()+this.pos;else if(e===wc.Fixed32)this.pos+=4;else{if(e!==wc.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),Nc(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),Nc(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),Nc(this.buf,-1&t,this.pos),Nc(this.buf,Math.floor(t*kc),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),Nc(this.buf,-1&t,this.pos),Nc(this.buf,Math.floor(t*kc),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos]=127&t}(r,0,e),function(t,e){var 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i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Ec(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),bc.write(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),bc.write(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var 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10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function lu(t,e,r,n,i,a){let o=null,s=ou(e,r,i,a);for(const t of n){const n=ou(e-t.x,r,i,a)+t.badness;n<=s&&(o=t,s=n)}return{index:t,x:e,priorBreak:o,badness:s}}function cu(t){return t?cu(t.priorBreak).concat(t.index):[]}function uu(t,e,r,n,i,a){if(!t)return[];const o=[],s=function(t,e,r,n,i,a){let o=0;for(let r=0;r<t.length();r++){const s=t.getSection(r);o+=au(t.getCharCode(r),s,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,a),l=t.text.indexOf(\"โ\")>=0;let c=0;for(let r=0;r<t.length();r++){const h=t.getSection(r),f=t.getCharCode(r);if(ru[f]||(c+=au(f,h,n,i,e,a)),r<t.length()-1){const e=!((u=f)<11904||!(zi[\"Bopomofo Extended\"](u)||zi.Bopomofo(u)||zi[\"CJK Compatibility Forms\"](u)||zi[\"CJK Compatibility Ideographs\"](u)||zi[\"CJK Compatibility\"](u)||zi[\"CJK Radicals Supplement\"](u)||zi[\"CJK Strokes\"](u)||zi[\"CJK Symbols and Punctuation\"](u)||zi[\"CJK Unified Ideographs Extension A\"](u)||zi[\"CJK Unified Ideographs\"](u)||zi[\"Enclosed CJK Letters and Months\"](u)||zi[\"Halfwidth and Fullwidth Forms\"](u)||zi.Hiragana(u)||zi[\"Ideographic Description Characters\"](u)||zi[\"Kangxi Radicals\"](u)||zi[\"Katakana Phonetic Extensions\"](u)||zi.Katakana(u)||zi[\"Vertical Forms\"](u)||zi[\"Yi Radicals\"](u)||zi[\"Yi Syllables\"](u)));(nu[f]||e||h.imageName||r!==t.length()-2&&iu[t.getCharCode(r+1)])&&o.push(lu(r+1,c,s,o,su(f,t.getCharCode(r+1),e&&l),!1))}}var u;return cu(lu(t.length(),c,s,o,0,!0))}function hu(t){let e=.5,r=.5;switch(t){case\"right\":case\"top-right\":case\"bottom-right\":e=1;break;case\"left\":case\"top-left\":case\"bottom-left\":e=0}switch(t){case\"bottom\":case\"bottom-right\":case\"bottom-left\":r=1;break;case\"top\":case\"top-right\":case\"top-left\":r=0}return{horizontalAlign:e,verticalAlign:r}}function fu(t,e,r,n,i){if(!n&&!i)return;const a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n;for(let n=e;n<=r;n++)t[n].x-=s,t[n].y+=i}function pu(t,e,r){const{horizontalAlign:n,verticalAlign:i}=hu(r),a=e[0],o=e[1],s=a-t.displaySize[0]*n,l=s+t.displaySize[0],c=o-t.displaySize[1]*i;return{image:t,top:c,bottom:c+t.displaySize[1],left:s,right:l}}function du(t){var e,r;let n=t.left,i=t.top,a=t.right-n,o=t.bottom-i;const s=t.image.content[2]-t.image.content[0],l=t.image.content[3]-t.image.content[1],c=null!==(e=t.image.textFitWidth)&&void 0!==e?e:\"stretchOrShrink\",u=null!==(r=t.image.textFitHeight)&&void 0!==r?r:\"stretchOrShrink\",h=s/l;if(\"proportional\"===u){if(\"stretchOnly\"===c&&a/o<h||\"proportional\"===c){const t=Math.ceil(o*h);n*=t/a,a=t}}else if(\"proportional\"===c&&\"stretchOnly\"===u&&0!==h&&a/o>h){const t=Math.ceil(a/h);i*=t/o,o=t}return{x1:n,y1:i,x2:n+a,y2:i+o}}function mu(t,e,r,n,i,a){const o=t.image;let s;if(o.content){const t=o.content,e=o.pixelRatio||1;s=[t[0]/e,t[1]/e,o.displaySize[0]-t[2]/e,o.displaySize[1]-t[3]/e]}const l=e.left*a,c=e.right*a;let u,h,f,p;\"width\"===r||\"both\"===r?(p=i[0]+l-n[3],h=i[0]+c+n[1]):(p=i[0]+(l+c-o.displaySize[0])/2,h=p+o.displaySize[0]);const d=e.top*a,m=e.bottom*a;return\"height\"===r||\"both\"===r?(u=i[1]+d-n[0],f=i[1]+m+n[2]):(u=i[1]+(d+m-o.displaySize[1])/2,f=u+o.displaySize[1]),{image:o,top:u,right:h,bottom:f,left:p,collisionPadding:s}}const gu=255,yu=128,vu=gu*yu;function xu(t,e){const{expression:r}=e;if(\"constant\"===r.kind)return{kind:\"constant\",layoutSize:r.evaluate(new Hi(t+1))};if(\"source\"===r.kind)return{kind:\"source\"};{const{zoomStops:e,interpolationType:n}=r;let i=0;for(;i<e.length&&e[i]<=t;)i++;i=Math.max(0,i-1);let a=i;for(;a<e.length&&e[a]<t+1;)a++;a=Math.min(e.length-1,a);const o=e[i],s=e[a];return\"composite\"===r.kind?{kind:\"composite\",minZoom:o,maxZoom:s,interpolationType:n}:{kind:\"camera\",minZoom:o,maxZoom:s,minSize:r.evaluate(new Hi(o)),maxSize:r.evaluate(new Hi(s)),interpolationType:n}}}function _u(t,e,r){let n=\"never\";const i=t.get(e);return i?n=i:t.get(r)&&(n=\"always\"),n}const bu=Tl.VectorTileFeature.types,wu=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function Tu(t,e,r,n,i,a,o,s,l,c,u,h,f){const p=s?Math.min(vu,Math.round(s[0])):0,d=s?Math.min(vu,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*h,256*f)}function ku(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Au(t){for(const e of t.sections)if(Vi(e.text))return!0;return!1}class Mu{constructor(t){this.layoutVertexArray=new to,this.indexArray=new ao,this.programConfigurations=t,this.segments=new ho,this.dynamicLayoutVertexArray=new eo,this.opacityVertexArray=new ro,this.hasVisibleVertices=!1,this.placedSymbolArray=new Ba}isEmpty(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length}upload(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,fc.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,pc.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,wu,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))}destroy(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())}}Mi(\"SymbolBuffers\",Mu);class Su{constructor(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ho,this.collisionVertexArray=new io}upload(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,dc.members,!0)}destroy(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())}}Mi(\"CollisionBuffers\",Su);class Eu{constructor(e){this.collisionBoxArray=e.collisionBoxArray,this.zoom=e.zoom,this.overscaling=e.overscaling,this.layers=e.layers,this.layerIds=this.layers.map((t=>t.id)),this.index=e.index,this.pixelRatio=e.pixelRatio,this.sourceLayerIndex=e.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ps([]),this.placementViewportMatrix=ps([]);const r=this.layers[0]._unevaluatedLayout._values;this.textSizeData=xu(this.zoom,r[\"text-size\"]),this.iconSizeData=xu(this.zoom,r[\"icon-size\"]);const n=this.layers[0].layout,i=n.get(\"symbol-sort-key\"),a=n.get(\"symbol-z-order\");this.canOverlap=\"never\"!==_u(n,\"text-overlap\",\"text-allow-overlap\")||\"never\"!==_u(n,\"icon-overlap\",\"icon-allow-overlap\")||n.get(\"text-ignore-placement\")||n.get(\"icon-ignore-placement\"),this.sortFeaturesByKey=\"viewport-y\"!==a&&!i.isConstant();const o=\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey;this.sortFeaturesByY=o&&this.canOverlap,\"point\"===n.get(\"symbol-placement\")&&(this.writingModes=n.get(\"text-writing-mode\").map((e=>t.ai[e]))),this.stateDependentLayerIds=this.layers.filter((t=>t.isStateDependent())).map((t=>t.id)),this.sourceID=e.sourceID}createArrays(){this.text=new Mu(new Bo(this.layers,this.zoom,(t=>/^text/.test(t)))),this.icon=new Mu(new Bo(this.layers,this.zoom,(t=>/^icon/.test(t)))),this.glyphOffsetArray=new Ua,this.lineVertexArray=new Va,this.symbolInstances=new ja,this.textAnchorOffsets=new Ha}calculateGlyphDependencies(t,e,r,n,i){for(let a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){const r=vc[t.charAt(a)];r&&(e[r.charCodeAt(0)]=!0)}}populate(e,r,n){const i=this.layers[0],a=i.layout,o=a.get(\"text-font\"),s=a.get(\"text-field\"),l=a.get(\"icon-image\"),c=(\"constant\"!==s.value.kind||s.value.value instanceof Kt&&!s.value.value.isEmpty()||s.value.value.toString().length>0)&&(\"constant\"!==o.value.kind||o.value.value.length>0),u=\"constant\"!==l.value.kind||!!l.value.value||Object.keys(l.parameters).length>0,h=a.get(\"symbol-sort-key\");if(this.features=[],!c&&!u)return;const f=r.iconDependencies,p=r.glyphDependencies,d=r.availableImages,m=new Hi(this.zoom);for(const{feature:r,id:s,index:l,sourceLayerIndex:g}of e){const e=i._featureFilter.needGeometry,y=Go(r,e);if(!i._featureFilter.filter(m,y,n))continue;let v,x;if(e||(y.geometry=Ho(r)),c){const t=i.getValueAndResolveTokens(\"text-field\",y,n,d),e=Kt.factory(t),r=this.hasRTLText=this.hasRTLText||Au(e);(!r||\"unavailable\"===qi.getRTLTextPluginStatus()||r&&qi.isParsed())&&(v=yc(e,i,y))}if(u){const t=i.getValueAndResolveTokens(\"icon-image\",y,n,d);x=t instanceof re?t:re.fromString(t)}if(!v&&!x)continue;const _=this.sortFeaturesByKey?h.evaluate(y,{},n):void 0,b={id:s,text:v,icon:x,index:l,sourceLayerIndex:g,geometry:y.geometry,properties:r.properties,type:bu[r.type],sortKey:_};if(this.features.push(b),x&&(f[x.name]=!0),v){const e=o.evaluate(y,{},n).join(\",\"),r=\"viewport\"!==a.get(\"text-rotation-alignment\")&&\"point\"!==a.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(t.ai.vertical)>=0;for(const t of v.sections)if(t.image)f[t.image.name]=!0;else{const n=Oi(v.toString()),i=t.fontStack||e,a=p[i]=p[i]||{};this.calculateGlyphDependencies(t.text,a,r,this.allowVerticalPlacement,n)}}}\"line\"===a.get(\"symbol-placement\")&&(this.features=function(t){const e={},r={},n=[];let i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){const a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){const a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){const n=r?e[0][e[0].length-1]:e[0][0];return`${t}:${n.x}:${n.y}`}for(let c=0;c<t.length;c++){const u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(!f){a(c);continue}const p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){const t=s(p,d,h),i=o(p,d,n[t].geometry);delete e[p],delete r[d],r[l(f,n[i].geometry,!0)]=i,n[t].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(a(c),e[p]=i-1,r[d]=i-1)}return n.filter((t=>t.geometry))}(this.features)),this.sortFeaturesByKey&&this.features.sort(((t,e)=>t.sortKey-e.sortKey))}update(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))}isEmpty(){return 0===this.symbolInstances.length&&!this.hasRTLText}uploadPending(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload}upload(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0}destroyDebugData(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()}destroy(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()}addToLineVertexArray(t,e){const r=this.lineVertexArray.length;if(void 0!==t.segment){let r=t.dist(e[t.segment+1]),n=t.dist(e[t.segment]);const i={};for(let n=t.segment+1;n<e.length;n++)i[n]={x:e[n].x,y:e[n].y,tileUnitDistanceFromAnchor:r},n<e.length-1&&(r+=e[n+1].dist(e[n]));for(let r=t.segment||0;r>=0;r--)i[r]={x:e[r].x,y:e[r].y,tileUnitDistanceFromAnchor:n},r>0&&(n+=e[r-1].dist(e[r]));for(let t=0;t<e.length;t++){const e=i[t];this.lineVertexArray.emplaceBack(e.x,e.y,e.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}}addSymbols(e,r,n,i,a,o,s,l,c,u,h,f){const p=e.indexArray,d=e.layoutVertexArray,m=e.segments.prepareSegment(4*r.length,d,p,this.canOverlap?o.sortKey:void 0),g=this.glyphOffsetArray.length,y=m.vertexLength,v=this.allowVerticalPlacement&&s===t.ai.vertical?Math.PI/2:0,x=o.text&&o.text.sections;for(let t=0;t<r.length;t++){const{tl:i,tr:a,bl:s,br:c,tex:u,pixelOffsetTL:h,pixelOffsetBR:g,minFontScaleX:y,minFontScaleY:_,glyphOffset:b,isSDF:w,sectionIndex:T}=r[t],k=m.vertexLength,A=b[1];Tu(d,l.x,l.y,i.x,A+i.y,u.x,u.y,n,w,h.x,h.y,y,_),Tu(d,l.x,l.y,a.x,A+a.y,u.x+u.w,u.y,n,w,g.x,h.y,y,_),Tu(d,l.x,l.y,s.x,A+s.y,u.x,u.y+u.h,n,w,h.x,g.y,y,_),Tu(d,l.x,l.y,c.x,A+c.y,u.x+u.w,u.y+u.h,n,w,g.x,g.y,y,_),ku(e.dynamicLayoutVertexArray,l,v),p.emplaceBack(k,k+1,k+2),p.emplaceBack(k+1,k+2,k+3),m.vertexLength+=4,m.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(b[0]),t!==r.length-1&&T===r[t+1].sectionIndex||e.programConfigurations.populatePaintArrays(d.length,o,o.index,{},f,x&&x[T])}e.placedSymbolArray.emplaceBack(l.x,l.y,g,this.glyphOffsetArray.length-g,y,c,u,l.segment,n?n[0]:0,n?n[1]:0,i[0],i[1],s,0,!1,0,h)}_addCollisionDebugVertex(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))}addCollisionDebugVertices(t,e,r,n,i,o,s){const l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;const d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4}addDebugCollisionBoxes(t,e,r,n){for(let i=t;i<e;i++){const t=this.collisionBoxArray.get(i),e=t.x1,a=t.y1,o=t.x2,s=t.y2;this.addCollisionDebugVertices(e,a,o,s,n?this.textCollisionBox:this.iconCollisionBox,t.anchorPoint,r)}}generateCollisionDebugBuffers(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Su(no,mc.members,oo),this.iconCollisionBox=new Su(no,mc.members,oo);for(let t=0;t<this.symbolInstances.length;t++){const e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}}_deserializeCollisionBoxesForSymbol(t,e,r,n,i,a,o,s,l){const c={};for(let n=e;n<r;n++){const e=t.get(n);c.textBox={x1:e.x1,y1:e.y1,x2:e.x2,y2:e.y2,anchorPointX:e.anchorPointX,anchorPointY:e.anchorPointY},c.textFeatureIndex=e.featureIndex;break}for(let e=n;e<i;e++){const r=t.get(e);c.verticalTextBox={x1:r.x1,y1:r.y1,x2:r.x2,y2:r.y2,anchorPointX:r.anchorPointX,anchorPointY:r.anchorPointY},c.verticalTextFeatureIndex=r.featureIndex;break}for(let e=a;e<o;e++){const r=t.get(e);c.iconBox={x1:r.x1,y1:r.y1,x2:r.x2,y2:r.y2,anchorPointX:r.anchorPointX,anchorPointY:r.anchorPointY},c.iconFeatureIndex=r.featureIndex;break}for(let e=s;e<l;e++){const r=t.get(e);c.verticalIconBox={x1:r.x1,y1:r.y1,x2:r.x2,y2:r.y2,anchorPointX:r.anchorPointX,anchorPointY:r.anchorPointY},c.verticalIconFeatureIndex=r.featureIndex;break}return c}deserializeCollisionBoxes(t){this.collisionArrays=[];for(let e=0;e<this.symbolInstances.length;e++){const r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}}hasTextData(){return this.text.segments.get().length>0}hasIconData(){return this.icon.segments.get().length>0}hasDebugData(){return this.textCollisionBox&&this.iconCollisionBox}hasTextCollisionBoxData(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0}hasIconCollisionBoxData(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0}addIndicesForPlacedSymbol(t,e){const r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs;for(let e=r.vertexStartIndex;e<n;e+=4)t.indexArray.emplaceBack(e,e+1,e+2),t.indexArray.emplaceBack(e+1,e+2,e+3)}getSortedSymbolIndexes(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;const e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[];for(let t=0;t<this.symbolInstances.length;++t){a.push(t);const o=this.symbolInstances.get(t);n.push(0|Math.round(e*o.anchorX+r*o.anchorY)),i.push(o.featureIndex)}return a.sort(((t,e)=>n[t]-n[e]||i[e]-i[t])),a}addToSortKeyRanges(t,e){const r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})}sortFeatures(t){if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(const t of this.symbolInstanceIndexes){const e=this.symbolInstances.get(t);this.featureSortOrder.push(e.featureIndex),[e.rightJustifiedTextSymbolIndex,e.centerJustifiedTextSymbolIndex,e.leftJustifiedTextSymbolIndex].forEach(((t,e,r)=>{t>=0&&r.indexOf(t)===e&&this.addIndicesForPlacedSymbol(this.text,t)})),e.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,e.verticalPlacedTextSymbolIndex),e.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,e.placedIconSymbolIndex),e.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,e.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}}}let Cu;Mi(\"SymbolBucket\",Eu,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Eu.MAX_GLYPHS=65535,Eu.addDynamicAttributes=ku;let Lu;var Iu={get paint(){return Lu=Lu||new ia({\"icon-opacity\":new ta(Z.paint_symbol[\"icon-opacity\"]),\"icon-color\":new ta(Z.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new ta(Z.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new ta(Z.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new ta(Z.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new Qi(Z.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new Qi(Z.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new ta(Z.paint_symbol[\"text-opacity\"]),\"text-color\":new ta(Z.paint_symbol[\"text-color\"],{runtimeType:ft,getOverride:t=>t.textColor,hasOverride:t=>!!t.textColor}),\"text-halo-color\":new ta(Z.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new ta(Z.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new ta(Z.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new Qi(Z.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new Qi(Z.paint_symbol[\"text-translate-anchor\"])})},get layout(){return Cu=Cu||new ia({\"symbol-placement\":new Qi(Z.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new Qi(Z.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new Qi(Z.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new ta(Z.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new Qi(Z.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new Qi(Z.layout_symbol[\"icon-allow-overlap\"]),\"icon-overlap\":new Qi(Z.layout_symbol[\"icon-overlap\"]),\"icon-ignore-placement\":new Qi(Z.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new Qi(Z.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new Qi(Z.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new ta(Z.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new Qi(Z.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new Qi(Z.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new ta(Z.layout_symbol[\"icon-image\"]),\"icon-rotate\":new ta(Z.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new ta(Z.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new Qi(Z.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new ta(Z.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new ta(Z.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new Qi(Z.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new Qi(Z.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new Qi(Z.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new ta(Z.layout_symbol[\"text-field\"]),\"text-font\":new ta(Z.layout_symbol[\"text-font\"]),\"text-size\":new ta(Z.layout_symbol[\"text-size\"]),\"text-max-width\":new ta(Z.layout_symbol[\"text-max-width\"]),\"text-line-height\":new Qi(Z.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new ta(Z.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new ta(Z.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new ta(Z.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new Qi(Z.layout_symbol[\"text-variable-anchor\"]),\"text-variable-anchor-offset\":new ta(Z.layout_symbol[\"text-variable-anchor-offset\"]),\"text-anchor\":new ta(Z.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new Qi(Z.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new Qi(Z.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new ta(Z.layout_symbol[\"text-rotate\"]),\"text-padding\":new Qi(Z.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new Qi(Z.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new ta(Z.layout_symbol[\"text-transform\"]),\"text-offset\":new ta(Z.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new Qi(Z.layout_symbol[\"text-allow-overlap\"]),\"text-overlap\":new Qi(Z.layout_symbol[\"text-overlap\"]),\"text-ignore-placement\":new Qi(Z.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new Qi(Z.layout_symbol[\"text-optional\"])})}};class Pu{constructor(t){if(void 0===t.property.overrides)throw new Error(\"overrides must be provided to instantiate FormatSectionOverride class\");this.type=t.property.overrides?t.property.overrides.runtimeType:lt,this.defaultValue=t}evaluate(t){if(t.formattedSection){const e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default}eachChild(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)}outputDefined(){return!1}serialize(){return null}}Mi(\"FormatSectionOverride\",Pu,{omit:[\"defaultValue\"]});class zu extends oa{constructor(t){super(t,Iu)}recalculate(t,e){if(super.recalculate(t,e),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=\"map\"===this.layout.get(\"text-rotation-alignment\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){const t=this.layout.get(\"text-writing-mode\");if(t){const e=[];for(const r of t)e.indexOf(r)<0&&e.push(r);this.layout._values[\"text-writing-mode\"]=e}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()}getValueAndResolveTokens(t,e,r,n){const i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||kn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,((e,r)=>t&&r in t?String(t[r]):\"\"))}(e.properties,i)}createBucket(t){return new Eu(t)}queryRadius(){return 0}queryIntersectsFeature(){throw new Error(\"Should take a different path in FeatureIndex\")}_setPaintOverrides(){for(const t of Iu.paint.overridableProperties){if(!zu.hasPaintOverride(this.layout,t))continue;const e=this.paint.get(t),r=new Pu(e),n=new Tn(r,e.property.specification);let i=null;i=\"constant\"===e.value.kind||\"source\"===e.value.kind?new Mn(\"source\",n):new Sn(\"composite\",n,e.value.zoomStops),this.paint._values[t]=new Ji(e.property,i,e.parameters)}}_handleOverridablePaintPropertyUpdate(t,e,r){return!(!this.layout||e.isDataDriven()||r.isDataDriven())&&zu.hasPaintOverride(this.layout,t)}static hasPaintOverride(t,e){const r=t.get(\"text-field\"),n=Iu.paint.properties[e];let i=!1;const a=t=>{for(const e of t)if(n.overrides&&n.overrides.hasOverride(e))return void(i=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof Kt)a(r.value.value.sections);else if(\"source\"===r.value.kind){const t=e=>{if(!i)if(e instanceof se&&ae(e.value)===gt){const t=e.value;a(t.sections)}else e instanceof We?a(e.sections):e.eachChild(t)},e=r.value;e._styleExpression&&t(e._styleExpression.expression)}return i}}let Ou;var Du={get paint(){return Ou=Ou||new ia({\"background-color\":new Qi(Z.paint_background[\"background-color\"]),\"background-pattern\":new ra(Z.paint_background[\"background-pattern\"]),\"background-opacity\":new Qi(Z.paint_background[\"background-opacity\"])})}};class Ru extends oa{constructor(t){super(t,Du)}}let Fu;var Bu={get paint(){return Fu=Fu||new ia({\"raster-opacity\":new Qi(Z.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new Qi(Z.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new Qi(Z.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new Qi(Z.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new Qi(Z.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new Qi(Z.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new Qi(Z.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new Qi(Z.paint_raster[\"raster-fade-duration\"])})}};class Nu extends oa{constructor(t){super(t,Bu)}}class ju extends oa{constructor(t){super(t,{}),this.onAdd=t=>{this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},this.onRemove=t=>{this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},this.implementation=t}is3D(){return\"3d\"===this.implementation.renderingMode}hasOffscreenPass(){return void 0!==this.implementation.prerender}recalculate(){}updateTransitions(){}hasTransition(){return!1}serialize(){throw new Error(\"Custom layers cannot be serialized\")}}class Uu{constructor(t){this._methodToThrottle=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=()=>{this._triggered=!1,this._methodToThrottle()})}trigger(){this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((()=>{this._triggered=!1,this._methodToThrottle()}),0))}remove(){delete this._channel,this._methodToThrottle=()=>{}}}const Vu=6371008.8;class qu{constructor(t,e){if(isNaN(t)||isNaN(e))throw new Error(`Invalid LngLat object: (${t}, ${e})`);if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")}wrap(){return new qu(g(this.lng,-180,180),this.lat)}toArray(){return[this.lng,this.lat]}toString(){return`LngLat(${this.lng}, ${this.lat})`}distanceTo(t){const e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Vu*Math.acos(Math.min(i,1))}static convert(t){if(t instanceof qu)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new qu(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new qu(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")}}const Hu=2*Math.PI*Vu;function Gu(t){return Hu*Math.cos(t*Math.PI/180)}function Zu(t){return(180+t)/360}function Wu(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Yu(t,e){return t/Gu(e)}function Xu(t){const e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}class $u{constructor(t,e,r=0){this.x=+t,this.y=+e,this.z=+r}static fromLngLat(t,e=0){const r=qu.convert(t);return new $u(Zu(r.lng),Wu(r.lat),Yu(e,r.lat))}toLngLat(){return new qu(360*this.x-180,Xu(this.y))}toAltitude(){return t=this.z,e=this.y,t*Gu(Xu(e));var t,e}meterInMercatorCoordinateUnits(){return 1/Hu*(t=Xu(this.y),1/Math.cos(t*Math.PI/180));var t}}function Ju(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}class Ku{constructor(t,e,r){if(t<0||t>25||r<0||r>=Math.pow(2,t)||e<0||e>=Math.pow(2,t))throw new Error(`x=${e}, y=${r}, z=${t} outside of bounds. 0<=x<${Math.pow(2,t)}, 0<=y<${Math.pow(2,t)} 0<=z<=25 `);this.z=t,this.x=e,this.y=r,this.key=eh(0,t,t,e,r)}equals(t){return this.z===t.z&&this.x===t.x&&this.y===t.y}url(t,e,r){const n=(a=this.x,o=this.y,s=this.z,l=Ju(256*a,256*(o=Math.pow(2,s)-o-1),s),c=Ju(256*(a+1),256*(o+1),s),l[0]+\",\"+l[1]+\",\"+c[0]+\",\"+c[1]),i=function(t,e,r){let n,i=\"\";for(let a=t;a>0;a--)n=1<<a-1,i+=(e&n?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);var a,o,s,l,c;return t[(this.x+this.y)%t.length].replace(/{prefix}/g,(this.x%16).toString(16)+(this.y%16).toString(16)).replace(/{z}/g,String(this.z)).replace(/{x}/g,String(this.x)).replace(/{y}/g,String(\"tms\"===r?Math.pow(2,this.z)-this.y-1:this.y)).replace(/{ratio}/g,e>1?\"@2x\":\"\").replace(/{quadkey}/g,i).replace(/{bbox-epsg-3857}/g,n)}isChildOf(t){const e=this.z-t.z;return e>0&&t.x===this.x>>e&&t.y===this.y>>e}getTilePoint(t){const e=Math.pow(2,this.z);return new a((t.x*e-this.x)*Uo,(t.y*e-this.y)*Uo)}toString(){return`${this.z}/${this.x}/${this.y}`}}class Qu{constructor(t,e){this.wrap=t,this.canonical=e,this.key=eh(t,e.z,e.z,e.x,e.y)}}class th{constructor(t,e,r,n,i){if(t<r)throw new Error(`overscaledZ should be >= z; overscaledZ = ${t}; z = ${r}`);this.overscaledZ=t,this.wrap=e,this.canonical=new Ku(r,+n,+i),this.key=eh(e,t,r,n,i)}clone(){return new th(this.overscaledZ,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)}equals(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)}scaledTo(t){if(t>this.overscaledZ)throw new Error(`targetZ > this.overscaledZ; targetZ = ${t}; overscaledZ = ${this.overscaledZ}`);const e=this.canonical.z-t;return t>this.canonical.z?new th(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new th(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)}calculateScaledKey(t,e){if(t>this.overscaledZ)throw new Error(`targetZ > this.overscaledZ; targetZ = ${t}; overscaledZ = ${this.overscaledZ}`);const r=this.canonical.z-t;return t>this.canonical.z?eh(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):eh(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)}isChildOf(t){if(t.wrap!==this.wrap)return!1;const e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e}children(t){if(this.overscaledZ>=t)return[new th(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];const e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new th(e,this.wrap,e,r,n),new th(e,this.wrap,e,r+1,n),new th(e,this.wrap,e,r,n+1),new th(e,this.wrap,e,r+1,n+1)]}isLessThan(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))}wrapped(){return new th(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)}unwrapTo(t){return new th(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)}overscaleFactor(){return Math.pow(2,this.overscaledZ-this.canonical.z)}toUnwrapped(){return new Qu(this.wrap,this.canonical)}toString(){return`${this.overscaledZ}/${this.canonical.x}/${this.canonical.y}`}getTilePoint(t){return this.canonical.getTilePoint(new $u(t.x-this.wrap,t.y))}}function eh(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);const a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Mi(\"CanonicalTileID\",Ku),Mi(\"OverscaledTileID\",th,{omit:[\"posMatrix\"]});class rh{constructor(t,e,r,n=1,i=1,a=1,o=0){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&![\"mapbox\",\"terrarium\",\"custom\"].includes(r))return void T(`\"${r}\" is not a valid encoding type. Valid types include \"mapbox\", \"terrarium\" and \"custom\".`);this.stride=e.height;const s=this.dim=e.height-2;switch(this.data=new Uint32Array(e.data.buffer),r){case\"terrarium\":this.redFactor=256,this.greenFactor=1,this.blueFactor=1/256,this.baseShift=32768;break;case\"custom\":this.redFactor=n,this.greenFactor=i,this.blueFactor=a,this.baseShift=o;break;default:this.redFactor=6553.6,this.greenFactor=25.6,this.blueFactor=.1,this.baseShift=1e4}for(let t=0;t<s;t++)this.data[this._idx(-1,t)]=this.data[this._idx(0,t)],this.data[this._idx(s,t)]=this.data[this._idx(s-1,t)],this.data[this._idx(t,-1)]=this.data[this._idx(t,0)],this.data[this._idx(t,s)]=this.data[this._idx(t,s-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(s,-1)]=this.data[this._idx(s-1,0)],this.data[this._idx(-1,s)]=this.data[this._idx(0,s-1)],this.data[this._idx(s,s)]=this.data[this._idx(s-1,s-1)],this.min=Number.MAX_SAFE_INTEGER,this.max=Number.MIN_SAFE_INTEGER;for(let t=0;t<s;t++)for(let e=0;e<s;e++){const r=this.get(t,e);r>this.max&&(this.max=r),r<this.min&&(this.min=r)}}get(t,e){const r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return this.unpack(r[n],r[n+1],r[n+2])}getUnpackVector(){return[this.redFactor,this.greenFactor,this.blueFactor,this.baseShift]}_idx(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)}unpack(t,e,r){return t*this.redFactor+e*this.greenFactor+r*this.blueFactor-this.baseShift}getPixels(){return new Ls({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))}backfillBorder(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");let n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}const s=-e*this.dim,l=-r*this.dim;for(let e=a;e<o;e++)for(let r=n;r<i;r++)this.data[this._idx(r,e)]=t.data[this._idx(r+s,e+l)]}}Mi(\"DEMData\",rh);class nh{constructor(t){this._stringToNumber={},this._numberToString=[];for(let e=0;e<t.length;e++){const r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}}encode(t){return this._stringToNumber[t]}decode(t){if(t>=this._numberToString.length)throw new Error(`Out of bounds. Index requested n=${t} can't be >= this._numberToString.length ${this._numberToString.length}`);return this._numberToString[t]}}class ih{constructor(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i}get geometry(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry}set geometry(t){this._geometry=t}toJSON(){const t={geometry:this.geometry};for(const e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t}}class ah{constructor(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new ki(Uo,16,0),this.grid3D=new ki(Uo,16,0),this.featureIndexArray=new Za,this.promoteId=e}insert(t,e,r,n,i,a){const o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);const s=a?this.grid3D:this.grid;for(let t=0;t<e.length;t++){const r=e[t],n=[1/0,1/0,-1/0,-1/0];for(let t=0;t<r.length;t++){const e=r[t];n[0]=Math.min(n[0],e.x),n[1]=Math.min(n[1],e.y),n[2]=Math.max(n[2],e.x),n[3]=Math.max(n[3],e.y)}n[0]<Uo&&n[1]<Uo&&n[2]>=0&&n[3]>=0&&s.insert(o,n[0],n[1],n[2],n[3])}}loadVTLayers(){return this.vtLayers||(this.vtLayers=new Tl.VectorTile(new Uc(this.rawTileData)).layers,this.sourceLayerCoder=new nh(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers}query(t,e,r,n){this.loadVTLayers();const i=t.params||{},o=Uo/t.tileSize/t.scale,s=zn(i.filter),l=t.queryGeometry,c=t.queryPadding*o,u=sh(l),h=this.grid.query(u.minX-c,u.minY-c,u.maxX+c,u.maxY+c),f=sh(t.cameraQueryGeometry),p=this.grid3D.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c,((e,r,n,i)=>function(t,e,r,n,i){for(const a of t)if(e<=a.x&&r<=a.y&&n>=a.x&&i>=a.y)return!0;const o=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(const e of o)if(ns(t,e))return!0;for(let e=0;e<t.length-1;e++)if(is(t[e],t[e+1],o))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)));for(const t of p)h.push(t);h.sort(lh);const d={};let m;for(let a=0;a<h.length;a++){const c=h[a];if(c===m)continue;m=c;const u=this.featureIndexArray.get(c);let f=null;this.loadMatchingFeature(d,u.bucketIndex,u.sourceLayerIndex,u.featureIndex,s,i.layers,i.availableImages,e,r,n,((e,r,n)=>(f||(f=Ho(e)),r.queryIntersectsFeature(l,e,n,f,this.z,t.transform,o,t.pixelPosMatrix))))}return d}loadMatchingFeature(t,e,r,n,i,a,o,s,l,c,u){const h=this.bucketLayerIDs[e];if(a&&!function(t,e){for(let r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,h))return;const f=this.sourceLayerCoder.decode(r),p=this.vtLayers[f].feature(n);if(i.needGeometry){const t=Go(p,!0);if(!i.filter(new Hi(this.tileID.overscaledZ),t,this.tileID.canonical))return}else if(!i.filter(new Hi(this.tileID.overscaledZ),p))return;const d=this.getId(p,f);for(let e=0;e<h.length;e++){const r=h[e];if(a&&a.indexOf(r)<0)continue;const i=s[r];if(!i)continue;let f={};d&&c&&(f=c.getState(i.sourceLayer||\"_geojsonTileLayer\",d));const m=y({},l[r]);m.paint=oh(m.paint,i.paint,p,f,o),m.layout=oh(m.layout,i.layout,p,f,o);const g=!u||u(p,i,f);if(!g)continue;const v=new ih(p,this.z,this.x,this.y,d);v.layer=m;let x=t[r];void 0===x&&(x=t[r]=[]),x.push({featureIndex:n,feature:v,intersectionZ:g})}}lookupSymbolFeatures(t,e,r,n,i,a,o,s){const l={};this.loadVTLayers();const c=zn(i);for(const i of t)this.loadMatchingFeature(l,r,n,i,c,a,o,s,e);return l}hasLayer(t){for(const e of this.bucketLayerIDs)for(const r of e)if(t===r)return!0;return!1}getId(t,e){let r=t.id;if(this.promoteId){const n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];r=t.properties[n],\"boolean\"==typeof r&&(r=Number(r))}return r}}function oh(t,e,r,n,i){return x(t,((t,a)=>{const o=e instanceof Ki?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function sh(t){let e=1/0,r=1/0,n=-1/0,i=-1/0;for(const a of t)e=Math.min(e,a.x),r=Math.min(r,a.y),n=Math.max(n,a.x),i=Math.max(i,a.y);return{minX:e,minY:r,maxX:n,maxY:i}}function lh(t,e){return e-t}function ch(t,e,r,n,i){const o=[];for(let s=0;s<t.length;s++){const l=t[s];let c;for(let t=0;t<l.length-1;t++){let s=l[t],u=l[t+1];s.x<e&&u.x<e||(s.x<e?s=new a(e,s.y+(u.y-s.y)*((e-s.x)/(u.x-s.x)))._round():u.x<e&&(u=new a(e,s.y+(u.y-s.y)*((e-s.x)/(u.x-s.x)))._round()),s.y<r&&u.y<r||(s.y<r?s=new a(s.x+(u.x-s.x)*((r-s.y)/(u.y-s.y)),r)._round():u.y<r&&(u=new a(s.x+(u.x-s.x)*((r-s.y)/(u.y-s.y)),r)._round()),s.x>=n&&u.x>=n||(s.x>=n?s=new a(n,s.y+(u.y-s.y)*((n-s.x)/(u.x-s.x)))._round():u.x>=n&&(u=new a(n,s.y+(u.y-s.y)*((n-s.x)/(u.x-s.x)))._round()),s.y>=i&&u.y>=i||(s.y>=i?s=new a(s.x+(u.x-s.x)*((i-s.y)/(u.y-s.y)),i)._round():u.y>=i&&(u=new a(s.x+(u.x-s.x)*((i-s.y)/(u.y-s.y)),i)._round()),c&&s.equals(c[c.length-1])||(c=[s],o.push(c)),c.push(u)))))}}return o}Mi(\"FeatureIndex\",ah,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});class uh extends a{constructor(t,e,r,n){super(t,e),this.angle=r,void 0!==n&&(this.segment=n)}clone(){return new uh(this.x,this.y,this.angle,this.segment)}}function hh(t,e,r,n,i){if(void 0===e.segment||0===r)return!0;let a=e,o=e.segment+1,s=0;for(;s>-r/2;){if(o--,o<0)return!1;s-=t[o].dist(a),a=t[o]}s+=t[o].dist(t[o+1]),o++;const l=[];let c=0;for(;s<r/2;){const e=t[o-1],r=t[o],a=t[o+1];if(!a)return!1;let u=e.angleTo(r)-r.angleTo(a);for(u=Math.abs((u+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:u}),c+=u;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>i)return!1;o++,s+=r.dist(a)}return!0}function fh(t){let e=0;for(let r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function ph(t,e,r){return t?.6*e*r:0}function dh(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function mh(t,e,r,n,i,a){const o=ph(r,i,a),s=dh(r,n)*a;let l=0;const c=fh(t)/2;for(let r=0;r<t.length-1;r++){const n=t[r],i=t[r+1],a=n.dist(i);if(l+a>c){const u=(c-l)/a,h=Pe.number(n.x,i.x,u),f=Pe.number(n.y,i.y,u),p=new uh(h,f,i.angleTo(n),r);return p._round(),!o||hh(t,p,s,o,e)?p:void 0}l+=a}}function gh(t,e,r,n,i,a,o,s,l){const c=ph(n,a,o),u=dh(n,i),h=u*o,f=0===t[0].x||t[0].x===l||0===t[0].y||t[0].y===l;return e-h<e/4&&(e=h+e/4),yh(t,f?e/2*s%e:(u/2+2*a)*o*s%e,e,c,r,h,f,!1,l)}function yh(t,e,r,n,i,a,o,s,l){const c=a/2,u=fh(t);let h=0,f=e-r,p=[];for(let e=0;e<t.length-1;e++){const o=t[e],s=t[e+1],d=o.dist(s),m=s.angleTo(o);for(;f+r<h+d;){f+=r;const g=(f-h)/d,y=Pe.number(o.x,s.x,g),v=Pe.number(o.y,s.y,g);if(y>=0&&y<l&&v>=0&&v<l&&f-c>=0&&f+c<=u){const r=new uh(y,v,m,e);r._round(),n&&!hh(t,r,a,n,i)||p.push(r)}}h+=d}return s||p.length||o||(p=yh(t,h/2,r,n,i,a,o,!0,l)),p}Mi(\"Anchor\",uh);const vh=Yc;function xh(t,e,r,n){const i=[],o=t.image,s=o.pixelRatio,l=o.paddedRect.w-2*vh,c=o.paddedRect.h-2*vh;let u={x1:t.left,y1:t.top,x2:t.right,y2:t.bottom};const h=o.stretchX||[[0,l]],f=o.stretchY||[[0,c]],p=(t,e)=>t+e[1]-e[0],d=h.reduce(p,0),m=f.reduce(p,0),g=l-d,y=c-m;let v=0,x=d,_=0,b=m,w=0,T=g,k=0,A=y;if(o.content&&n){const e=o.content,r=e[2]-e[0],n=e[3]-e[1];(o.textFitWidth||o.textFitHeight)&&(u=du(t)),v=_h(h,0,e[0]),_=_h(f,0,e[1]),x=_h(h,e[0],e[2]),b=_h(f,e[1],e[3]),w=e[0]-v,k=e[1]-_,T=r-x,A=n-b}const M=u.x1,S=u.y1,E=u.x2-M,C=u.y2-S,L=(t,n,i,l)=>{const c=wh(t.stretch-v,x,E,M),u=Th(t.fixed-w,T,t.stretch,d),h=wh(n.stretch-_,b,C,S),f=Th(n.fixed-k,A,n.stretch,m),p=wh(i.stretch-v,x,E,M),g=Th(i.fixed-w,T,i.stretch,d),y=wh(l.stretch-_,b,C,S),L=Th(l.fixed-k,A,l.stretch,m),I=new a(c,h),P=new a(p,h),z=new a(p,y),O=new a(c,y),D=new a(u/s,f/s),R=new a(g/s,L/s),F=e*Math.PI/180;if(F){const t=Math.sin(F),e=Math.cos(F),r=[e,-t,t,e];I._matMult(r),P._matMult(r),O._matMult(r),z._matMult(r)}const B=t.stretch+t.fixed,N=i.stretch+i.fixed,j=n.stretch+n.fixed,U=l.stretch+l.fixed;return{tl:I,tr:P,bl:O,br:z,tex:{x:o.paddedRect.x+vh+B,y:o.paddedRect.y+vh+j,w:N-B,h:U-j},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:D,pixelOffsetBR:R,minFontScaleX:T/s/E,minFontScaleY:A/s/C,isSDF:r}};if(n&&(o.stretchX||o.stretchY)){const t=bh(h,g,d),e=bh(f,y,m);for(let r=0;r<t.length-1;r++){const n=t[r],a=t[r+1];for(let t=0;t<e.length-1;t++){const r=e[t],o=e[t+1];i.push(L(n,r,a,o))}}}else i.push(L({fixed:0,stretch:-1},{fixed:0,stretch:-1},{fixed:0,stretch:l+1},{fixed:0,stretch:c+1}));return i}function _h(t,e,r){let n=0;for(const i of t)n+=Math.max(e,Math.min(r,i[1]))-Math.max(e,Math.min(r,i[0]));return n}function bh(t,e,r){const n=[{fixed:-vh,stretch:0}];for(const[e,r]of t){const t=n[n.length-1];n.push({fixed:e-t.stretch,stretch:t.stretch}),n.push({fixed:e-t.stretch,stretch:t.stretch+(r-e)})}return n.push({fixed:e+vh,stretch:r}),n}function wh(t,e,r,n){return t/e*r+n}function Th(t,e,r,n){return t-e*r/n}class kh{constructor(t,e,r,n,i,o,s,l,c,u){var h;if(this.boxStartIndex=t.length,c){let t=o.top,e=o.bottom;const r=o.collisionPadding;r&&(t-=r[1],e+=r[3]);let n=e-t;n>0&&(n=Math.max(10,n),this.circleDiameter=n)}else{const c=(null===(h=o.image)||void 0===h?void 0:h.content)&&(o.image.textFitWidth||o.image.textFitHeight)?du(o):{x1:o.left,y1:o.top,x2:o.right,y2:o.bottom};c.y1=c.y1*s-l[0],c.y2=c.y2*s+l[2],c.x1=c.x1*s-l[3],c.x2=c.x2*s+l[1];const f=o.collisionPadding;if(f&&(c.x1-=f[0]*s,c.y1-=f[1]*s,c.x2+=f[2]*s,c.y2+=f[3]*s),u){const t=new a(c.x1,c.y1),e=new a(c.x2,c.y1),r=new a(c.x1,c.y2),n=new a(c.x2,c.y2),i=u*Math.PI/180;t._rotate(i),e._rotate(i),r._rotate(i),n._rotate(i),c.x1=Math.min(t.x,e.x,r.x,n.x),c.x2=Math.max(t.x,e.x,r.x,n.x),c.y1=Math.min(t.y,e.y,r.y,n.y),c.y2=Math.max(t.y,e.y,r.y,n.y)}t.emplaceBack(e.x,e.y,c.x1,c.y1,c.x2,c.y2,r,n,i)}this.boxEndIndex=t.length}}class Ah{constructor(t=[],e=((t,e)=>t<e?-1:t>e?1:0)){if(this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(let t=(this.length>>1)-1;t>=0;t--)this._down(t)}push(t){this.data.push(t),this._up(this.length++)}pop(){if(0===this.length)return;const t=this.data[0],e=this.data.pop();return--this.length>0&&(this.data[0]=e,this._down(0)),t}peek(){return this.data[0]}_up(t){const{data:e,compare:r}=this,n=e[t];for(;t>0;){const i=t-1>>1,a=e[i];if(r(n,a)>=0)break;e[t]=a,t=i}e[t]=n}_down(t){const{data:e,compare:r}=this,n=this.length>>1,i=e[t];for(;t<n;){let n=1+(t<<1);const a=n+1;if(a<this.length&&r(e[a],e[n])<0&&(n=a),r(e[n],i)>=0)break;e[t]=e[n],t=n}e[t]=i}}function Mh(t,e=1,r=!1){let n=1/0,i=1/0,o=-1/0,s=-1/0;const l=t[0];for(let t=0;t<l.length;t++){const e=l[t];(!t||e.x<n)&&(n=e.x),(!t||e.y<i)&&(i=e.y),(!t||e.x>o)&&(o=e.x),(!t||e.y>s)&&(s=e.y)}const c=o-n,u=s-i,h=Math.min(c,u);let f=h/2;const p=new Ah([],Sh);if(0===h)return new a(n,i);for(let e=n;e<o;e+=h)for(let 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u=3===n?l.length-1:l.length,h=0;h<u;h++){1===h&&1!==n&&e.writeVarint(M(2,u-1));var f=l[h].x-i,p=l[h].y-a;e.writeVarint(S(f)),e.writeVarint(S(p)),i+=f,a+=p}3===n&&e.writeVarint(M(7,1))}}function C(t,e){var r=typeof t;\"string\"===r?e.writeStringField(1,t):\"boolean\"===r?e.writeBooleanField(7,t):\"number\"===r&&(t%1!=0?e.writeDoubleField(3,t):t<0?e.writeSVarintField(6,t):e.writeVarintField(5,t))}d.exports=w,d.exports.fromVectorTileJs=w,d.exports.fromGeojsonVt=function(t,e){e=e||{};var r={};for(var n in t)r[n]=new b(t[n].features,e),r[n].name=n,r[n].version=e.version,r[n].extent=e.extent;return w({layers:r})},d.exports.GeoJSONWrapper=b;var L=d.exports,I=t.bx(L);const P={minZoom:0,maxZoom:16,minPoints:2,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:t=>t},z=Math.fround||(O=new Float32Array(1),t=>(O[0]=+t,O[0]));var O;const D=3,R=5,F=6;class B{constructor(t){this.options=Object.assign(Object.create(P),t),this.trees=new Array(this.options.maxZoom+1),this.stride=this.options.reduce?7:6,this.clusterProps=[]}load(t){const{log:e,minZoom:r,maxZoom:n}=this.options;e&&console.time(\"total time\");const i=`prepare ${t.length} points`;e&&console.time(i),this.points=t;const a=[];for(let e=0;e<t.length;e++){const r=t[e];if(!r.geometry)continue;const[n,i]=r.geometry.coordinates,o=z(U(n)),s=z(V(i));a.push(o,s,1/0,e,-1,1),this.options.reduce&&a.push(0)}let o=this.trees[n+1]=this._createTree(a);e&&console.timeEnd(i);for(let t=n;t>=r;t--){const r=+Date.now();o=this.trees[t]=this._createTree(this._cluster(o,t)),e&&console.log(\"z%d: %d clusters in %dms\",t,o.numItems,+Date.now()-r)}return e&&console.timeEnd(\"total time\"),this}getClusters(t,e){let r=((t[0]+180)%360+360)%360-180;const n=Math.max(-90,Math.min(90,t[1]));let i=180===t[2]?180:((t[2]+180)%360+360)%360-180;const a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){const t=this.getClusters([r,n,180,a],e),o=this.getClusters([-180,n,i,a],e);return t.concat(o)}const o=this.trees[this._limitZoom(e)],s=o.range(U(r),V(a),U(i),V(n)),l=o.data,c=[];for(const t of s){const e=this.stride*t;c.push(l[e+R]>1?N(l,e,this.clusterProps):this.points[l[e+D]])}return c}getChildren(t){const e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);const a=i.data;if(e*this.stride>=a.length)throw new Error(n);const o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=a[e*this.stride],l=a[e*this.stride+1],c=i.within(s,l,o),u=[];for(const e of c){const r=e*this.stride;a[r+4]===t&&u.push(a[r+R]>1?N(a,r,this.clusterProps):this.points[a[r+D]])}if(0===u.length)throw new Error(n);return u}getLeaves(t,e,r){e=e||10,r=r||0;const n=[];return this._appendLeaves(n,t,e,r,0),n}getTile(t,e,r){const n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),{extent:a,radius:o}=this.options,s=o/a,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.data,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.data,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.data,-1,r,i,u),u.features.length?u:null}getClusterExpansionZoom(t){let e=this._getOriginZoom(t)-1;for(;e<=this.options.maxZoom;){const r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e}_appendLeaves(t,e,r,n,i){const a=this.getChildren(e);for(const e of a){const a=e.properties;if(a&&a.cluster?i+a.point_count<=n?i+=a.point_count:i=this._appendLeaves(t,a.cluster_id,r,n,i):i<n?i++:t.push(e),t.length===r)break}return i}_createTree(e){const r=new t.aw(e.length/this.stride|0,this.options.nodeSize,Float32Array);for(let t=0;t<e.length;t+=this.stride)r.add(e[t],e[t+1]);return r.finish(),r.data=e,r}_addTileFeatures(t,e,r,n,i,a){for(const o of 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a=e===i.maxZoom?0:i.tolerance/((1<<e)*i.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:t.length,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0};for(const e of t)pt(o,e,a,i);return o}function pt(t,e,r,n){const i=e.geometry,a=e.type,o=[];if(t.minX=Math.min(t.minX,e.minX),t.minY=Math.min(t.minY,e.minY),t.maxX=Math.max(t.maxX,e.maxX),t.maxY=Math.max(t.maxY,e.maxY),\"Point\"===a||\"MultiPoint\"===a)for(let e=0;e<i.length;e+=3)o.push(i[e],i[e+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===a)dt(o,i,t,r,!1,!1);else if(\"MultiLineString\"===a||\"Polygon\"===a)for(let e=0;e<i.length;e++)dt(o,i[e],t,r,\"Polygon\"===a,0===e);else if(\"MultiPolygon\"===a)for(let e=0;e<i.length;e++){const n=i[e];for(let e=0;e<n.length;e++)dt(o,n[e],t,r,!0,0===e)}if(o.length){let r=e.tags||null;if(\"LineString\"===a&&n.lineMetrics){r={};for(const t in e.tags)r[t]=e.tags[t];r.mapbox_clip_start=i.start/i.size,r.mapbox_clip_end=i.end/i.size}const s={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:r};null!==e.id&&(s.id=e.id),t.features.push(s)}}function dt(t,e,r,n,i,a){const o=n*n;if(n>0&&e.size<(i?o:n))return void(r.numPoints+=e.length/3);const s=[];for(let t=0;t<e.length;t+=3)(0===n||e[t+2]>o)&&(r.numSimplified++,s.push(e[t],e[t+1])),r.numPoints++;i&&function(t,e){let r=0;for(let e=0,n=t.length,i=n-2;e<n;i=e,e+=2)r+=(t[e]-t[i])*(t[e+1]+t[i+1]);if(r>0===e)for(let e=0,r=t.length;e<r/2;e+=2){const n=t[e],i=t[e+1];t[e]=t[r-2-e],t[e+1]=t[r-1-e],t[r-2-e]=n,t[r-1-e]=i}}(s,a),t.push(s)}const mt={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0};class gt{constructor(t,e){const r=(e=this.options=function(t,e){for(const r in e)t[r]=e[r];return t}(Object.create(mt),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");let n=function(t,e){const r=[];if(\"FeatureCollection\"===t.type)for(let n=0;n<t.features.length;n++)Y(r,t.features[n],e,n);else\"Feature\"===t.type?Y(r,t,e):Y(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),n=function(t,e){const r=e.buffer/e.extent;let n=t;const i=tt(t,1,-1-r,r,0,-1,2,e),a=tt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=tt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=lt(i,1).concat(n)),a&&(n=n.concat(lt(a,-1)))),n}(n,e),n.length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}splitTile(t,e,r,n,i,a,o){const s=[t,e,r,n],l=this.options,c=l.debug;for(;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();const u=1<<e,h=yt(e,r,n);let f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=ft(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));const t=`z${e}`;this.stats[t]=(this.stats[t]||0)+1,this.total++}if(f.source=t,null==i){if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue}else{if(e===l.maxZoom||e===i)continue;if(null!=i){const t=i-e;if(r!==a>>t||n!==o>>t)continue}}if(f.source=null,0===t.length)continue;c>1&&console.time(\"clipping\");const p=.5*l.buffer/l.extent,d=.5-p,m=.5+p,g=1+p;let y=null,v=null,x=null,_=null,b=tt(t,u,r-p,r+m,0,f.minX,f.maxX,l),w=tt(t,u,r+d,r+g,0,f.minX,f.maxX,l);t=null,b&&(y=tt(b,u,n-p,n+m,1,f.minY,f.maxY,l),v=tt(b,u,n+d,n+g,1,f.minY,f.maxY,l),b=null),w&&(x=tt(w,u,n-p,n+m,1,f.minY,f.maxY,l),_=tt(w,u,n+d,n+g,1,f.minY,f.maxY,l),w=null),c>1&&console.timeEnd(\"clipping\"),s.push(y||[],e+1,2*r,2*n),s.push(v||[],e+1,2*r,2*n+1),s.push(x||[],e+1,2*r+1,2*n),s.push(_||[],e+1,2*r+1,2*n+1)}}getTile(t,e,r){t=+t,e=+e,r=+r;const n=this.options,{extent:i,debug:a}=n;if(t<0||t>24)return null;const o=1<<t,s=yt(t,e=e+o&o-1,r);if(this.tiles[s])return ut(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);let l,c=t,u=e,h=r;for(;!l&&c>0;)c--,u>>=1,h>>=1,l=this.tiles[yt(c,u,h)];return l&&l.source?(a>1&&(console.log(\"found parent tile z%d-%d-%d\",c,u,h),console.time(\"drilling down\")),this.splitTile(l.source,c,u,h,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ut(this.tiles[s],i):null):null}}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function vt(t,e){return e?t.properties[e]:t.id}function xt(t,e){if(null==t)return!0;if(\"Feature\"===t.type)return null!=vt(t,e);if(\"FeatureCollection\"===t.type){const r=new Set;for(const n of t.features){const t=vt(n,e);if(null==t)return!1;if(r.has(t))return!1;r.add(t)}return!0}return!1}function _t(t,e){const r=new Map;if(null==t);else if(\"Feature\"===t.type)r.set(vt(t,e),t);else for(const n of t.features)r.set(vt(n,e),n);return r}class bt extends a{constructor(){super(...arguments),this._dataUpdateable=new Map}loadVectorTile(e,r){return t._(this,void 0,void 0,(function*(){const t=e.tileID.canonical;if(!this._geoJSONIndex)throw new Error(\"Unable to parse the data into a cluster or geojson\");const r=this._geoJSONIndex.getTile(t.z,t.x,t.y);if(!r)return null;const n=new p(r.features);let i=I(n);return 0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),{vectorTile:n,rawData:i.buffer}}))}loadData(e){return t._(this,void 0,void 0,(function*(){var r;null===(r=this._pendingRequest)||void 0===r||r.abort();const n=!!(e&&e.request&&e.request.collectResourceTiming)&&new t.bu(e.request);this._pendingRequest=new AbortController;try{this._pendingData=this.loadAndProcessGeoJSON(e,this._pendingRequest),this._geoJSONIndex=e.cluster?new B(function({superclusterOptions:e,clusterProperties:r}){if(!r||!e)return e;const n={},i={},a={accumulated:null,zoom:0},o={properties:null},s=Object.keys(r);for(const e of s){const[a,o]=r[e],s=t.bB(o),l=t.bB(\"string\"==typeof a?[a,[\"accumulated\"],[\"get\",e]]:a);n[e]=s.value,i[e]=l.value}return e.map=t=>{o.properties=t;const e={};for(const t of s)e[t]=n[t].evaluate(a,o);return e},e.reduce=(t,e)=>{o.properties=e;for(const e of s)a.accumulated=t[e],t[e]=i[e].evaluate(a,o)},e}(e)).load((yield this._pendingData).features):(i=yield this._pendingData,a=e.geojsonVtOptions,new gt(i,a)),this.loaded={};const r={};if(n){const t=n.finish();t&&(r.resourceTiming={},r.resourceTiming[e.source]=JSON.parse(JSON.stringify(t)))}return r}catch(e){if(delete this._pendingRequest,t.bA(e))return{abandoned:!0};throw e}var i,a}))}getData(){return t._(this,void 0,void 0,(function*(){return this._pendingData}))}reloadTile(t){const e=this.loaded,r=t.uid;return e&&e[r]?super.reloadTile(t):this.loadTile(t)}loadAndProcessGeoJSON(e,r){return t._(this,void 0,void 0,(function*(){let n=yield this.loadGeoJSON(e,r);if(delete this._pendingRequest,\"object\"!=typeof n)throw new Error(`Input data given to '${e.source}' is not a valid GeoJSON object.`);if(u(n,!0),e.filter){const r=t.bB(e.filter,{type:\"boolean\",\"property-type\":\"data-driven\",overridable:!1,transition:!1});if(\"error\"===r.result)throw new Error(r.value.map((t=>`${t.key}: ${t.message}`)).join(\", \"));const i=n.features.filter((t=>r.value.evaluate({zoom:0},t)));n={type:\"FeatureCollection\",features:i}}return n}))}loadGeoJSON(e,r){return t._(this,void 0,void 0,(function*(){const{promoteId:n}=e;if(e.request){const i=yield t.h(e.request,r);return this._dataUpdateable=xt(i.data,n)?_t(i.data,n):void 0,i.data}if(\"string\"==typeof e.data)try{const t=JSON.parse(e.data);return this._dataUpdateable=xt(t,n)?_t(t,n):void 0,t}catch(t){throw new Error(`Input data given to '${e.source}' is not a valid GeoJSON object.`)}if(!e.dataDiff)throw new Error(`Input data given to '${e.source}' is not a valid GeoJSON object.`);if(!this._dataUpdateable)throw new Error(`Cannot update existing geojson data in ${e.source}`);return function(t,e,r){var n,i,a,o;if(e.removeAll&&t.clear(),e.remove)for(const r of e.remove)t.delete(r);if(e.add)for(const n of e.add){const e=vt(n,r);null!=e&&t.set(e,n)}if(e.update)for(const r of e.update){let e=t.get(r.id);if(null==e)continue;const s=r.newGeometry||r.removeAllProperties,l=!r.removeAllProperties&&((null===(n=r.removeProperties)||void 0===n?void 0:n.length)>0||(null===(i=r.addOrUpdateProperties)||void 0===i?void 0:i.length)>0);if((s||l)&&(e=Object.assign({},e),t.set(r.id,e),l&&(e.properties=Object.assign({},e.properties))),r.newGeometry&&(e.geometry=r.newGeometry),r.removeAllProperties)e.properties={};else if((null===(a=r.removeProperties)||void 0===a?void 0:a.length)>0)for(const t of r.removeProperties)Object.prototype.hasOwnProperty.call(e.properties,t)&&delete e.properties[t];if((null===(o=r.addOrUpdateProperties)||void 0===o?void 0:o.length)>0)for(const{key:t,value:n}of r.addOrUpdateProperties)e.properties[t]=n}}(this._dataUpdateable,e.dataDiff,n),{type:\"FeatureCollection\",features:Array.from(this._dataUpdateable.values())}}))}removeSource(e){return t._(this,void 0,void 0,(function*(){this._pendingRequest&&this._pendingRequest.abort()}))}getClusterExpansionZoom(t){return this._geoJSONIndex.getClusterExpansionZoom(t.clusterId)}getClusterChildren(t){return this._geoJSONIndex.getChildren(t.clusterId)}getClusterLeaves(t){return this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset)}}class wt{constructor(e){this.self=e,this.actor=new t.F(e),this.layerIndexes={},this.availableImages={},this.workerSources={},this.demWorkerSources={},this.externalWorkerSourceTypes={},this.self.registerWorkerSource=(t,e)=>{if(this.externalWorkerSourceTypes[t])throw new Error(`Worker source with name \"${t}\" already registered.`);this.externalWorkerSourceTypes[t]=e},this.self.addProtocol=t.bh,this.self.removeProtocol=t.bi,this.self.registerRTLTextPlugin=e=>{if(t.bC.isParsed())throw new Error(\"RTL text plugin already registered.\");t.bC.setMethods(e)},this.actor.registerMessageHandler(\"LDT\",((t,e)=>this._getDEMWorkerSource(t,e.source).loadTile(e))),this.actor.registerMessageHandler(\"RDT\",((e,r)=>t._(this,void 0,void 0,(function*(){this._getDEMWorkerSource(e,r.source).removeTile(r)})))),this.actor.registerMessageHandler(\"GCEZ\",((e,r)=>t._(this,void 0,void 0,(function*(){return this._getWorkerSource(e,r.type,r.source).getClusterExpansionZoom(r)})))),this.actor.registerMessageHandler(\"GCC\",((e,r)=>t._(this,void 0,void 0,(function*(){return this._getWorkerSource(e,r.type,r.source).getClusterChildren(r)})))),this.actor.registerMessageHandler(\"GCL\",((e,r)=>t._(this,void 0,void 0,(function*(){return this._getWorkerSource(e,r.type,r.source).getClusterLeaves(r)})))),this.actor.registerMessageHandler(\"LD\",((t,e)=>this._getWorkerSource(t,e.type,e.source).loadData(e))),this.actor.registerMessageHandler(\"GD\",((t,e)=>this._getWorkerSource(t,e.type,e.source).getData())),this.actor.registerMessageHandler(\"LT\",((t,e)=>this._getWorkerSource(t,e.type,e.source).loadTile(e))),this.actor.registerMessageHandler(\"RT\",((t,e)=>this._getWorkerSource(t,e.type,e.source).reloadTile(e))),this.actor.registerMessageHandler(\"AT\",((t,e)=>this._getWorkerSource(t,e.type,e.source).abortTile(e))),this.actor.registerMessageHandler(\"RMT\",((t,e)=>this._getWorkerSource(t,e.type,e.source).removeTile(e))),this.actor.registerMessageHandler(\"RS\",((e,r)=>t._(this,void 0,void 0,(function*(){if(!this.workerSources[e]||!this.workerSources[e][r.type]||!this.workerSources[e][r.type][r.source])return;const t=this.workerSources[e][r.type][r.source];delete this.workerSources[e][r.type][r.source],void 0!==t.removeSource&&t.removeSource(r)})))),this.actor.registerMessageHandler(\"RM\",(e=>t._(this,void 0,void 0,(function*(){delete this.layerIndexes[e],delete this.availableImages[e],delete this.workerSources[e],delete this.demWorkerSources[e]})))),this.actor.registerMessageHandler(\"SR\",((e,r)=>t._(this,void 0,void 0,(function*(){this.referrer=r})))),this.actor.registerMessageHandler(\"SRPS\",((t,e)=>this._syncRTLPluginState(t,e))),this.actor.registerMessageHandler(\"IS\",((e,r)=>t._(this,void 0,void 0,(function*(){this.self.importScripts(r)})))),this.actor.registerMessageHandler(\"SI\",((t,e)=>this._setImages(t,e))),this.actor.registerMessageHandler(\"UL\",((e,r)=>t._(this,void 0,void 0,(function*(){this._getLayerIndex(e).update(r.layers,r.removedIds)})))),this.actor.registerMessageHandler(\"SL\",((e,r)=>t._(this,void 0,void 0,(function*(){this._getLayerIndex(e).replace(r)}))))}_setImages(e,r){return t._(this,void 0,void 0,(function*(){this.availableImages[e]=r;for(const t in this.workerSources[e]){const n=this.workerSources[e][t];for(const t in n)n[t].availableImages=r}}))}_syncRTLPluginState(e,r){return t._(this,void 0,void 0,(function*(){if(t.bC.isParsed())return t.bC.getState();if(\"loading\"!==r.pluginStatus)return t.bC.setState(r),r;const e=r.pluginURL;if(this.self.importScripts(e),t.bC.isParsed()){const r={pluginStatus:\"loaded\",pluginURL:e};return t.bC.setState(r),r}throw t.bC.setState({pluginStatus:\"error\",pluginURL:\"\"}),new Error(`RTL Text Plugin failed to import scripts from ${e}`)}))}_getAvailableImages(t){let e=this.availableImages[t];return e||(e=[]),e}_getLayerIndex(t){let r=this.layerIndexes[t];return r||(r=this.layerIndexes[t]=new e),r}_getWorkerSource(t,e,r){if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){const n={sendAsync:(e,r)=>(e.targetMapId=t,this.actor.sendAsync(e,r))};switch(e){case\"vector\":this.workerSources[t][e][r]=new a(n,this._getLayerIndex(t),this._getAvailableImages(t));break;case\"geojson\":this.workerSources[t][e][r]=new bt(n,this._getLayerIndex(t),this._getAvailableImages(t));break;default:this.workerSources[t][e][r]=new this.externalWorkerSourceTypes[e](n,this._getLayerIndex(t),this._getAvailableImages(t))}}return this.workerSources[t][e][r]}_getDEMWorkerSource(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new o),this.demWorkerSources[t][e]}}return t.i(self)&&(self.worker=new wt(self)),wt})),r(\"index\",0,(function(t,e){var r=\"4.5.2\";let n,i;const a={now:\"undefined\"!=typeof performance&&performance&&performance.now?performance.now.bind(performance):Date.now.bind(Date),frameAsync(t){return new Promise(((r,n)=>{const i=requestAnimationFrame(r);t.signal.addEventListener(\"abort\",(()=>{cancelAnimationFrame(i),n(e.c())}))}))},getImageData(t,e=0){return this.getImageCanvasContext(t).getImageData(-e,-e,t.width+2*e,t.height+2*e)},getImageCanvasContext(t){const e=window.document.createElement(\"canvas\"),r=e.getContext(\"2d\",{willReadFrequently:!0});if(!r)throw new Error(\"failed to create canvas 2d context\");return e.width=t.width,e.height=t.height,r.drawImage(t,0,0,t.width,t.height),r},resolveURL(t){return n||(n=document.createElement(\"a\")),n.href=t,n.href},hardwareConcurrency:\"undefined\"!=typeof navigator&&navigator.hardwareConcurrency||4,get prefersReducedMotion(){return!!matchMedia&&(null==i&&(i=matchMedia(\"(prefers-reduced-motion: reduce)\")),i.matches)}};class o{static testProp(t){if(!o.docStyle)return t[0];for(let e=0;e<t.length;e++)if(t[e]in o.docStyle)return t[e];return t[0]}static create(t,e,r){const n=window.document.createElement(t);return void 0!==e&&(n.className=e),r&&r.appendChild(n),n}static createNS(t,e){return window.document.createElementNS(t,e)}static disableDrag(){o.docStyle&&o.selectProp&&(o.userSelect=o.docStyle[o.selectProp],o.docStyle[o.selectProp]=\"none\")}static enableDrag(){o.docStyle&&o.selectProp&&(o.docStyle[o.selectProp]=o.userSelect)}static setTransform(t,e){t.style[o.transformProp]=e}static addEventListener(t,e,r,n={}){\"passive\"in n?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)}static removeEventListener(t,e,r,n={}){\"passive\"in n?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)}static suppressClickInternal(t){t.preventDefault(),t.stopPropagation(),window.removeEventListener(\"click\",o.suppressClickInternal,!0)}static suppressClick(){window.addEventListener(\"click\",o.suppressClickInternal,!0),window.setTimeout((()=>{window.removeEventListener(\"click\",o.suppressClickInternal,!0)}),0)}static getScale(t){const e=t.getBoundingClientRect();return{x:e.width/t.offsetWidth||1,y:e.height/t.offsetHeight||1,boundingClientRect:e}}static getPoint(t,r,n){const i=r.boundingClientRect;return new e.P((n.clientX-i.left)/r.x-t.clientLeft,(n.clientY-i.top)/r.y-t.clientTop)}static mousePos(t,e){const r=o.getScale(t);return o.getPoint(t,r,e)}static touchPos(t,e){const r=[],n=o.getScale(t);for(let i=0;i<e.length;i++)r.push(o.getPoint(t,n,e[i]));return r}static mouseButton(t){return t.button}static remove(t){t.parentNode&&t.parentNode.removeChild(t)}}o.docStyle=\"undefined\"!=typeof window&&window.document&&window.document.documentElement.style,o.selectProp=o.testProp([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]),o.transformProp=o.testProp([\"transform\",\"WebkitTransform\"]);const s={supported:!1,testSupport:function(t){!u&&c&&(h?f(t):l=t)}};let l,c,u=!1,h=!1;function f(t){const e=t.createTexture();t.bindTexture(t.TEXTURE_2D,e);try{if(t.texImage2D(t.TEXTURE_2D,0,t.RGBA,t.RGBA,t.UNSIGNED_BYTE,c),t.isContextLost())return;s.supported=!0}catch(t){}t.deleteTexture(e),u=!0}var p;\"undefined\"!=typeof document&&(c=document.createElement(\"img\"),c.onload=()=>{l&&f(l),l=null,h=!0},c.onerror=()=>{u=!0,l=null},c.src=\"data:image/webp;base64,UklGRh4AAABXRUJQVlA4TBEAAAAvAQAAAAfQ//73v/+BiOh/AAA=\"),function(t){let r,n,i,a;t.resetRequestQueue=()=>{r=[],n=0,i=0,a={}},t.addThrottleControl=t=>{const e=i++;return a[e]=t,e},t.removeThrottleControl=t=>{delete a[t],l()};t.getImage=(t,n,i=!0)=>new Promise(((a,o)=>{s.supported&&(t.headers||(t.headers={}),t.headers.accept=\"image/webp,*/*\"),e.e(t,{type:\"image\"});const c={abortController:n,requestParameters:t,supportImageRefresh:i,state:\"queued\",onError:t=>{o(t)},onSuccess:t=>{a(t)}};r.push(c),l()}));const o=t=>e._(this,void 0,void 0,(function*(){t.state=\"running\";const{requestParameters:r,supportImageRefresh:i,onError:a,onSuccess:o,abortController:s}=t,u=!1===i&&!e.i(self)&&!e.g(r.url)&&(!r.headers||Object.keys(r.headers).reduce(((t,e)=>t&&\"accept\"===e),!0));n++;const h=u?c(r,s):e.m(r,s);try{const r=yield h;delete t.abortController,t.state=\"completed\",r.data instanceof HTMLImageElement||e.b(r.data)?o(r):r.data&&o({data:yield(f=r.data,\"function\"==typeof createImageBitmap?e.d(f):e.f(f)),cacheControl:r.cacheControl,expires:r.expires})}catch(e){delete t.abortController,a(e)}finally{n--,l()}var f})),l=()=>{const t=(()=>{for(const t of Object.keys(a))if(a[t]())return!0;return!1})()?e.a.MAX_PARALLEL_IMAGE_REQUESTS_PER_FRAME:e.a.MAX_PARALLEL_IMAGE_REQUESTS;for(let e=n;e<t&&r.length>0;e++){const t=r.shift();t.abortController.signal.aborted?e--:o(t)}},c=(t,r)=>new Promise(((n,i)=>{const a=new Image,o=t.url,s=t.credentials;s&&\"include\"===s?a.crossOrigin=\"use-credentials\":(s&&\"same-origin\"===s||!e.s(o))&&(a.crossOrigin=\"anonymous\"),r.signal.addEventListener(\"abort\",(()=>{a.src=\"\",i(e.c())})),a.fetchPriority=\"high\",a.onload=()=>{a.onerror=a.onload=null,n({data:a})},a.onerror=()=>{a.onerror=a.onload=null,r.signal.aborted||i(new Error(\"Could not load image. Please make sure to use a supported image type such as PNG or JPEG. Note that SVGs are not supported.\"))},a.src=o}))}(p||(p={})),p.resetRequestQueue();class d{constructor(t){this._transformRequestFn=t}transformRequest(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}}setTransformRequest(t){this._transformRequestFn=t}}function m(t){var r=new e.A(3);return r[0]=t[0],r[1]=t[1],r[2]=t[2],r}var g,y=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t};g=new e.A(3),e.A!=Float32Array&&(g[0]=0,g[1]=0,g[2]=0);var v=function(t){var e=t[0],r=t[1];return e*e+r*r};function x(t){const e=[];if(\"string\"==typeof t)e.push({id:\"default\",url:t});else if(t&&t.length>0){const r=[];for(const{id:n,url:i}of t){const t=`${n}${i}`;-1===r.indexOf(t)&&(r.push(t),e.push({id:n,url:i}))}}return e}function _(t,e,r){const n=t.split(\"?\");return n[0]+=`${e}${r}`,n.join(\"?\")}function b(t,r,n,i){return e._(this,void 0,void 0,(function*(){const o=x(t),s=n>1?\"@2x\":\"\",l={},c={};for(const{id:t,url:n}of o){const a=r.transformRequest(_(n,s,\".json\"),\"SpriteJSON\");l[t]=e.h(a,i);const o=r.transformRequest(_(n,s,\".png\"),\"SpriteImage\");c[t]=p.getImage(o,i)}return yield Promise.all([...Object.values(l),...Object.values(c)]),function(t,r){return e._(this,void 0,void 0,(function*(){const e={};for(const n in t){e[n]={};const i=a.getImageCanvasContext((yield r[n]).data),o=(yield t[n]).data;for(const t in o){const{width:r,height:a,x:s,y:l,sdf:c,pixelRatio:u,stretchX:h,stretchY:f,content:p,textFitWidth:d,textFitHeight:m}=o[t],g={width:r,height:a,x:s,y:l,context:i};e[n][t]={data:null,pixelRatio:u,sdf:c,stretchX:h,stretchY:f,content:p,textFitWidth:d,textFitHeight:m,spriteData:g}}}return e}))}(l,c)}))}!function(){var t=new e.A(2);e.A!=Float32Array&&(t[0]=0,t[1]=0)}();class w{constructor(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)}update(t,r,n){const{width:i,height:a}=t,o=!(this.size&&this.size[0]===i&&this.size[1]===a||n),{context:s}=this,{gl:l}=s;if(this.useMipmap=Boolean(r&&r.useMipmap),l.bindTexture(l.TEXTURE_2D,this.texture),s.pixelStoreUnpackFlipY.set(!1),s.pixelStoreUnpack.set(1),s.pixelStoreUnpackPremultiplyAlpha.set(this.format===l.RGBA&&(!r||!1!==r.premultiply)),o)this.size=[i,a],t instanceof HTMLImageElement||t instanceof HTMLCanvasElement||t instanceof HTMLVideoElement||t instanceof ImageData||e.b(t)?l.texImage2D(l.TEXTURE_2D,0,this.format,this.format,l.UNSIGNED_BYTE,t):l.texImage2D(l.TEXTURE_2D,0,this.format,i,a,0,this.format,l.UNSIGNED_BYTE,t.data);else{const{x:r,y:o}=n||{x:0,y:0};t instanceof HTMLImageElement||t instanceof HTMLCanvasElement||t instanceof HTMLVideoElement||t instanceof ImageData||e.b(t)?l.texSubImage2D(l.TEXTURE_2D,0,r,o,l.RGBA,l.UNSIGNED_BYTE,t):l.texSubImage2D(l.TEXTURE_2D,0,r,o,i,a,l.RGBA,l.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&l.generateMipmap(l.TEXTURE_2D)}bind(t,e,r){const{context:n}=this,{gl:i}=n;i.bindTexture(i.TEXTURE_2D,this.texture),r!==i.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=i.LINEAR),t!==this.filter&&(i.texParameteri(i.TEXTURE_2D,i.TEXTURE_MAG_FILTER,t),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(i.texParameteri(i.TEXTURE_2D,i.TEXTURE_WRAP_S,e),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_WRAP_T,e),this.wrap=e)}isSizePowerOfTwo(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0}destroy(){const{gl:t}=this.context;t.deleteTexture(this.texture),this.texture=null}}function T(t){const{userImage:e}=t;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}class k extends e.E{constructor(){super(),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new e.R({width:1,height:1}),this.dirty=!0}isLoaded(){return this.loaded}setLoaded(t){if(this.loaded!==t&&(this.loaded=t,t)){for(const{ids:t,promiseResolve:e}of this.requestors)e(this._getImagesForIds(t));this.requestors=[]}}getImage(t){const r=this.images[t];if(r&&!r.data&&r.spriteData){const t=r.spriteData;r.data=new e.R({width:t.width,height:t.height},t.context.getImageData(t.x,t.y,t.width,t.height).data),r.spriteData=null}return r}addImage(t,e){if(this.images[t])throw new Error(`Image id ${t} already exist, use updateImage instead`);this._validate(t,e)&&(this.images[t]=e)}_validate(t,r){let n=!0;const i=r.data||r.spriteData;return this._validateStretch(r.stretchX,i&&i.width)||(this.fire(new e.j(new Error(`Image \"${t}\" has invalid \"stretchX\" value`))),n=!1),this._validateStretch(r.stretchY,i&&i.height)||(this.fire(new e.j(new Error(`Image \"${t}\" has invalid \"stretchY\" value`))),n=!1),this._validateContent(r.content,r)||(this.fire(new e.j(new Error(`Image \"${t}\" has invalid \"content\" value`))),n=!1),n}_validateStretch(t,e){if(!t)return!0;let r=0;for(const n of t){if(n[0]<r||n[1]<n[0]||e<n[1])return!1;r=n[1]}return!0}_validateContent(t,e){if(!t)return!0;if(4!==t.length)return!1;const r=e.spriteData,n=r&&r.width||e.data.width,i=r&&r.height||e.data.height;return!(t[0]<0||n<t[0]||t[1]<0||i<t[1]||t[2]<0||n<t[2]||t[3]<0||i<t[3]||t[2]<t[0]||t[3]<t[1])}updateImage(t,e,r=!0){const n=this.getImage(t);if(r&&(n.data.width!==e.data.width||n.data.height!==e.data.height))throw new Error(`size mismatch between old image (${n.data.width}x${n.data.height}) and new image (${e.data.width}x${e.data.height}).`);e.version=n.version+1,this.images[t]=e,this.updatedImages[t]=!0}removeImage(t){const e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()}listImages(){return Object.keys(this.images)}getImages(t){return new Promise(((e,r)=>{let n=!0;if(!this.isLoaded())for(const e of t)this.images[e]||(n=!1);this.isLoaded()||n?e(this._getImagesForIds(t)):this.requestors.push({ids:t,promiseResolve:e})}))}_getImagesForIds(t){const r={};for(const n of t){let t=this.getImage(n);t||(this.fire(new e.k(\"styleimagemissing\",{id:n})),t=this.getImage(n)),t?r[n]={data:t.data.clone(),pixelRatio:t.pixelRatio,sdf:t.sdf,version:t.version,stretchX:t.stretchX,stretchY:t.stretchY,content:t.content,textFitWidth:t.textFitWidth,textFitHeight:t.textFitHeight,hasRenderCallback:Boolean(t.userImage&&t.userImage.render)}:e.w(`Image \"${n}\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.`)}return r}getPixelSize(){const{width:t,height:e}=this.atlasImage;return{width:t,height:e}}getPattern(t){const r=this.patterns[t],n=this.getImage(t);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{const r={w:n.data.width+2,h:n.data.height+2,x:0,y:0},i=new e.I(r,n);this.patterns[t]={bin:r,position:i}}return this._updatePatternAtlas(),this.patterns[t].position}bind(t){const e=t.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new w(t,this.atlasImage,e.RGBA),this.atlasTexture.bind(e.LINEAR,e.CLAMP_TO_EDGE)}_updatePatternAtlas(){const t=[];for(const e in this.patterns)t.push(this.patterns[e].bin);const{w:r,h:n}=e.p(t),i=this.atlasImage;i.resize({width:r||1,height:n||1});for(const t in this.patterns){const{bin:r}=this.patterns[t],n=r.x+1,a=r.y+1,o=this.getImage(t).data,s=o.width,l=o.height;e.R.copy(o,i,{x:0,y:0},{x:n,y:a},{width:s,height:l}),e.R.copy(o,i,{x:0,y:l-1},{x:n,y:a-1},{width:s,height:1}),e.R.copy(o,i,{x:0,y:0},{x:n,y:a+l},{width:s,height:1}),e.R.copy(o,i,{x:s-1,y:0},{x:n-1,y:a},{width:1,height:l}),e.R.copy(o,i,{x:0,y:0},{x:n+s,y:a},{width:1,height:l})}this.dirty=!0}beginFrame(){this.callbackDispatchedThisFrame={}}dispatchRenderCallbacks(t){for(const r of t){if(this.callbackDispatchedThisFrame[r])continue;this.callbackDispatchedThisFrame[r]=!0;const t=this.getImage(r);t||e.w(`Image with ID: \"${r}\" was not found`),T(t)&&this.updateImage(r,t)}}}const A=1e20;function M(t,e,r,n,i,a,o,s,l){for(let c=e;c<e+n;c++)S(t,r*a+c,a,i,o,s,l);for(let c=r;c<r+i;c++)S(t,c*a+e,1,n,o,s,l)}function S(t,e,r,n,i,a,o){a[0]=0,o[0]=-A,o[1]=A,i[0]=t[e];for(let s=1,l=0,c=0;s<n;s++){i[s]=t[e+s*r];const n=s*s;do{const t=a[l];c=(i[s]-i[t]+n-t*t)/(s-t)/2}while(c<=o[l]&&--l>-1);l++,a[l]=s,o[l]=c,o[l+1]=A}for(let s=0,l=0;s<n;s++){for(;o[l+1]<s;)l++;const n=a[l],c=s-n;t[e+s*r]=i[n]+c*c}}class E{constructor(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}}setURL(t){this.url=t}getGlyphs(t){return e._(this,void 0,void 0,(function*(){const e=[];for(const r in t)for(const n of t[r])e.push(this._getAndCacheGlyphsPromise(r,n));const r=yield Promise.all(e),n={};for(const{stack:t,id:e,glyph:i}of r)n[t]||(n[t]={}),n[t][e]=i&&{id:i.id,bitmap:i.bitmap.clone(),metrics:i.metrics};return n}))}_getAndCacheGlyphsPromise(t,r){return e._(this,void 0,void 0,(function*(){let e=this.entries[t];e||(e=this.entries[t]={glyphs:{},requests:{},ranges:{}});let n=e.glyphs[r];if(void 0!==n)return{stack:t,id:r,glyph:n};if(n=this._tinySDF(e,t,r),n)return e.glyphs[r]=n,{stack:t,id:r,glyph:n};const i=Math.floor(r/256);if(256*i>65535)throw new Error(\"glyphs > 65535 not supported\");if(e.ranges[i])return{stack:t,id:r,glyph:n};if(!this.url)throw new Error(\"glyphsUrl is not set\");if(!e.requests[i]){const r=E.loadGlyphRange(t,i,this.url,this.requestManager);e.requests[i]=r}const a=yield e.requests[i];for(const t in a)this._doesCharSupportLocalGlyph(+t)||(e.glyphs[+t]=a[+t]);return e.ranges[i]=!0,{stack:t,id:r,glyph:a[r]||null}}))}_doesCharSupportLocalGlyph(t){return!!this.localIdeographFontFamily&&(e.u[\"CJK Unified Ideographs\"](t)||e.u[\"Hangul Syllables\"](t)||e.u.Hiragana(t)||e.u.Katakana(t))}_tinySDF(t,r,n){const i=this.localIdeographFontFamily;if(!i)return;if(!this._doesCharSupportLocalGlyph(n))return;let a=t.tinySDF;if(!a){let e=\"400\";/bold/i.test(r)?e=\"900\":/medium/i.test(r)?e=\"500\":/light/i.test(r)&&(e=\"200\"),a=t.tinySDF=new E.TinySDF({fontSize:48,buffer:6,radius:16,cutoff:.25,fontFamily:i,fontWeight:e})}const o=a.draw(String.fromCharCode(n));return{id:n,bitmap:new e.o({width:o.width||60,height:o.height||60},o.data),metrics:{width:o.glyphWidth/2||24,height:o.glyphHeight/2||24,left:o.glyphLeft/2+.5||0,top:o.glyphTop/2-27.5||-8,advance:o.glyphAdvance/2||24,isDoubleResolution:!0}}}}E.loadGlyphRange=function(t,r,n,i){return e._(this,void 0,void 0,(function*(){const a=256*r,o=a+255,s=i.transformRequest(n.replace(\"{fontstack}\",t).replace(\"{range}\",`${a}-${o}`),\"Glyphs\"),l=yield e.l(s,new AbortController);if(!l||!l.data)throw new Error(`Could not load glyph range. range: ${r}, ${a}-${o}`);const c={};for(const t of e.n(l.data))c[t.id]=t;return c}))},E.TinySDF=class{constructor({fontSize:t=24,buffer:e=3,radius:r=8,cutoff:n=.25,fontFamily:i=\"sans-serif\",fontWeight:a=\"normal\",fontStyle:o=\"normal\"}={}){this.buffer=e,this.cutoff=n,this.radius=r;const s=this.size=t+4*e,l=this._createCanvas(s),c=this.ctx=l.getContext(\"2d\",{willReadFrequently:!0});c.font=`${o} ${a} ${t}px ${i}`,c.textBaseline=\"alphabetic\",c.textAlign=\"left\",c.fillStyle=\"black\",this.gridOuter=new Float64Array(s*s),this.gridInner=new Float64Array(s*s),this.f=new Float64Array(s),this.z=new Float64Array(s+1),this.v=new Uint16Array(s)}_createCanvas(t){const e=document.createElement(\"canvas\");return e.width=e.height=t,e}draw(t){const{width:e,actualBoundingBoxAscent:r,actualBoundingBoxDescent:n,actualBoundingBoxLeft:i,actualBoundingBoxRight:a}=this.ctx.measureText(t),o=Math.ceil(r),s=Math.max(0,Math.min(this.size-this.buffer,Math.ceil(a-i))),l=Math.min(this.size-this.buffer,o+Math.ceil(n)),c=s+2*this.buffer,u=l+2*this.buffer,h=Math.max(c*u,0),f=new Uint8ClampedArray(h),p={data:f,width:c,height:u,glyphWidth:s,glyphHeight:l,glyphTop:o,glyphLeft:0,glyphAdvance:e};if(0===s||0===l)return p;const{ctx:d,buffer:m,gridInner:g,gridOuter:y}=this;d.clearRect(m,m,s,l),d.fillText(t,m,m+o);const v=d.getImageData(m,m,s,l);y.fill(A,0,h),g.fill(0,0,h);for(let t=0;t<l;t++)for(let e=0;e<s;e++){const r=v.data[4*(t*s+e)+3]/255;if(0===r)continue;const n=(t+m)*c+e+m;if(1===r)y[n]=0,g[n]=A;else{const t=.5-r;y[n]=t>0?t*t:0,g[n]=t<0?t*t:0}}M(y,0,0,c,u,c,this.f,this.v,this.z),M(g,m,m,s,l,c,this.f,this.v,this.z);for(let t=0;t<h;t++){const e=Math.sqrt(y[t])-Math.sqrt(g[t]);f[t]=Math.round(255-255*(e/this.radius+this.cutoff))}return p}};class C{constructor(){this.specification=e.v.light.position}possiblyEvaluate(t,r){return e.y(t.expression.evaluate(r))}interpolate(t,r,n){return{x:e.z.number(t.x,r.x,n),y:e.z.number(t.y,r.y,n),z:e.z.number(t.z,r.z,n)}}}const L=\"-transition\";let I;class P extends e.E{constructor(t){super(),I=I||new e.q({anchor:new e.D(e.v.light.anchor),position:new C,color:new e.D(e.v.light.color),intensity:new e.D(e.v.light.intensity)}),this._transitionable=new e.T(I),this.setLight(t),this._transitioning=this._transitionable.untransitioned()}getLight(){return this._transitionable.serialize()}setLight(t,r={}){if(!this._validate(e.r,t,r))for(const e in t){const r=t[e];e.endsWith(L)?this._transitionable.setTransition(e.slice(0,-11),r):this._transitionable.setValue(e,r)}}updateTransitions(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)}hasTransition(){return this._transitioning.hasTransition()}recalculate(t){this.properties=this._transitioning.possiblyEvaluate(t)}_validate(t,r,n){return(!n||!1!==n.validate)&&e.t(this,t.call(e.x,{value:r,style:{glyphs:!0,sprite:!0},styleSpec:e.v}))}}const z=new e.q({\"sky-color\":new e.D(e.v.sky[\"sky-color\"]),\"horizon-color\":new e.D(e.v.sky[\"horizon-color\"]),\"fog-color\":new e.D(e.v.sky[\"fog-color\"]),\"fog-ground-blend\":new e.D(e.v.sky[\"fog-ground-blend\"]),\"horizon-fog-blend\":new e.D(e.v.sky[\"horizon-fog-blend\"]),\"sky-horizon-blend\":new e.D(e.v.sky[\"sky-horizon-blend\"]),\"atmosphere-blend\":new e.D(e.v.sky[\"atmosphere-blend\"])}),O=\"-transition\";class D extends e.E{constructor(t){super(),this._transitionable=new e.T(z),this.setSky(t),this._transitioning=this._transitionable.untransitioned()}setSky(t,r={}){if(!this._validate(e.B,t,r))for(const e in t){const r=t[e];e.endsWith(O)?this._transitionable.setTransition(e.slice(0,-11),r):this._transitionable.setValue(e,r)}}getSky(){return this._transitionable.serialize()}updateTransitions(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)}hasTransition(){return this._transitioning.hasTransition()}recalculate(t){this.properties=this._transitioning.possiblyEvaluate(t)}_validate(t,r,n={}){return!1!==(null==n?void 0:n.validate)&&e.t(this,t.call(e.x,e.e({value:r,style:{glyphs:!0,sprite:!0},styleSpec:e.v})))}calculateFogBlendOpacity(t){return t<60?0:t<70?(t-60)/10:1}}class R{constructor(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}}getDash(t,e){const r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]}getDashRanges(t,e,r){const n=[];let i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});let s=t[0];for(let e=1;e<t.length;e++){o=!o;const l=t[e];i=s*r,s+=l,a=s*r,n.push({left:i,right:a,isDash:o,zeroLength:0===l})}return n}addRoundDash(t,e,r){const n=e/2;for(let e=-r;e<=r;e++){const i=this.nextRow+r+e,a=this.width*i;let o=0,s=t[o];for(let i=0;i<this.width;i++){i/s.right>1&&(s=t[++o]);const l=Math.abs(i-s.left),c=Math.abs(i-s.right),u=Math.min(l,c);let h;const f=e/r*(n+1);if(s.isDash){const t=n-Math.abs(f);h=Math.sqrt(u*u+t*t)}else h=n-Math.sqrt(u*u+f*f);this.data[a+i]=Math.max(0,Math.min(255,h+128))}}}addRegularDash(t){for(let e=t.length-1;e>=0;--e){const r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}const e=t[0],r=t[t.length-1];e.isDash===r.isDash&&(e.left=r.left-this.width,r.right=e.right+this.width);const n=this.width*this.nextRow;let i=0,a=t[i];for(let e=0;e<this.width;e++){e/a.right>1&&(a=t[++i]);const r=Math.abs(e-a.left),o=Math.abs(e-a.right),s=Math.min(r,o),l=a.isDash?s:-s;this.data[n+e]=Math.max(0,Math.min(255,l+128))}}addDash(t,r){const n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return e.w(\"LineAtlas out of space\"),null;let a=0;for(let e=0;e<t.length;e++)a+=t[e];if(0!==a){const e=this.width/a,i=this.getDashRanges(t,this.width,e);r?this.addRoundDash(i,e,n):this.addRegularDash(i)}const o={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,o}bind(t){const e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))}}const F=\"maplibre_preloaded_worker_pool\";class B{constructor(){this.active={}}acquire(t){if(!this.workers)for(this.workers=[];this.workers.length<B.workerCount;)this.workers.push(new Worker(e.a.WORKER_URL));return this.active[t]=!0,this.workers.slice()}release(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((t=>{t.terminate()})),this.workers=null)}isPreloaded(){return!!this.active[F]}numActive(){return Object.keys(this.active).length}}const N=Math.floor(a.hardwareConcurrency/2);let j,U;function V(){return j||(j=new B),j}B.workerCount=e.C(globalThis)?Math.max(Math.min(N,3),1):1;class q{constructor(t,r){this.workerPool=t,this.actors=[],this.currentActor=0,this.id=r;const n=this.workerPool.acquire(r);for(let t=0;t<n.length;t++){const i=n[t],a=new e.F(i,r);a.name=`Worker ${t}`,this.actors.push(a)}if(!this.actors.length)throw new Error(\"No actors found\")}broadcast(t,e){const r=[];for(const n of this.actors)r.push(n.sendAsync({type:t,data:e}));return Promise.all(r)}getActor(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]}remove(t=!0){this.actors.forEach((t=>{t.remove()})),this.actors=[],t&&this.workerPool.release(this.id)}registerMessageHandler(t,e){for(const r of this.actors)r.registerMessageHandler(t,e)}}function H(){return U||(U=new q(V(),e.G),U.registerMessageHandler(\"GR\",((t,r,n)=>e.m(r,n)))),U}function G(t,r){const n=e.H();return e.J(n,n,[1,1,0]),e.K(n,n,[.5*t.width,.5*t.height,1]),e.L(n,n,t.calculatePosMatrix(r.toUnwrapped()))}function Z(t,e,r,n,i,a){const o=function(t,e,r){if(t)for(const n of t){const t=e[n];if(t&&t.source===r&&\"fill-extrusion\"===t.type)return!0}else for(const t in e){const n=e[t];if(n.source===r&&\"fill-extrusion\"===n.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(W);const c=[];for(const n of l)c.push({wrappedTileID:n.tileID.wrapped().key,queryResults:n.tile.queryRenderedFeatures(e,r,t._state,n.queryGeometry,n.cameraQueryGeometry,n.scale,i,a,s,G(t.transform,n.tileID))});const u=function(t){const e={},r={};for(const n of t){const t=n.queryResults,i=n.wrappedTileID,a=r[i]=r[i]||{};for(const r in t){const n=t[r],i=a[r]=a[r]||{},o=e[r]=e[r]||[];for(const t of n)i[t.featureIndex]||(i[t.featureIndex]=!0,o.push(t))}}return e}(c);for(const e in u)u[e].forEach((e=>{const r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return u}function W(t,e){const r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}function Y(t,r,n){return e._(this,void 0,void 0,(function*(){let i=t;if(t.url?i=(yield e.h(r.transformRequest(t.url,\"Source\"),n)).data:yield a.frameAsync(n),!i)return null;const o=e.M(e.e(i,t),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);return\"vector_layers\"in i&&i.vector_layers&&(o.vectorLayerIds=i.vector_layers.map((t=>t.id))),o}))}class X{constructor(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):Array.isArray(t)&&(4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1])))}setNorthEast(t){return this._ne=t instanceof e.N?new e.N(t.lng,t.lat):e.N.convert(t),this}setSouthWest(t){return this._sw=t instanceof e.N?new e.N(t.lng,t.lat):e.N.convert(t),this}extend(t){const r=this._sw,n=this._ne;let i,a;if(t instanceof e.N)i=t,a=t;else{if(!(t instanceof X)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){const e=t;return this.extend(X.convert(e))}{const r=t;return this.extend(e.N.convert(r))}}return t&&(\"lng\"in t||\"lon\"in t)&&\"lat\"in t?this.extend(e.N.convert(t)):this}if(i=t._sw,a=t._ne,!i||!a)return this}return r||n?(r.lng=Math.min(i.lng,r.lng),r.lat=Math.min(i.lat,r.lat),n.lng=Math.max(a.lng,n.lng),n.lat=Math.max(a.lat,n.lat)):(this._sw=new e.N(i.lng,i.lat),this._ne=new e.N(a.lng,a.lat)),this}getCenter(){return new e.N((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)}getSouthWest(){return this._sw}getNorthEast(){return this._ne}getNorthWest(){return new e.N(this.getWest(),this.getNorth())}getSouthEast(){return new e.N(this.getEast(),this.getSouth())}getWest(){return this._sw.lng}getSouth(){return this._sw.lat}getEast(){return this._ne.lng}getNorth(){return this._ne.lat}toArray(){return[this._sw.toArray(),this._ne.toArray()]}toString(){return`LngLatBounds(${this._sw.toString()}, ${this._ne.toString()})`}isEmpty(){return!(this._sw&&this._ne)}contains(t){const{lng:r,lat:n}=e.N.convert(t),i=this._sw.lat<=n&&n<=this._ne.lat;let a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a}static convert(t){return t instanceof X?t:t?new X(t):t}static fromLngLat(t,r=0){const n=360*r/40075017,i=n/Math.cos(Math.PI/180*t.lat);return new X(new e.N(t.lng-i,t.lat-n),new e.N(t.lng+i,t.lat+n))}}class ${constructor(t,e,r){this.bounds=X.convert(this.validateBounds(t)),this.minzoom=e||0,this.maxzoom=r||24}validateBounds(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]}contains(t){const r=Math.pow(2,t.z),n=Math.floor(e.O(this.bounds.getWest())*r),i=Math.floor(e.Q(this.bounds.getNorth())*r),a=Math.ceil(e.O(this.bounds.getEast())*r),o=Math.ceil(e.Q(this.bounds.getSouth())*r);return t.x>=n&&t.x<a&&t.y>=i&&t.y<o}}class J extends e.E{constructor(t,r,n,i){if(super(),this.id=t,this.dispatcher=n,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,e.e(this,e.M(r,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=e.e({type:\"vector\"},r),this._collectResourceTiming=r.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}load(){return e._(this,void 0,void 0,(function*(){this._loaded=!1,this.fire(new e.k(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=new AbortController;try{const t=yield Y(this._options,this.map._requestManager,this._tileJSONRequest);this._tileJSONRequest=null,this._loaded=!0,this.map.style.sourceCaches[this.id].clearTiles(),t&&(e.e(this,t),t.bounds&&(this.tileBounds=new $(t.bounds,this.minzoom,this.maxzoom)),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}catch(t){this._tileJSONRequest=null,this.fire(new e.j(t))}}))}loaded(){return this._loaded}hasTile(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)}onAdd(t){this.map=t,this.load()}setSourceProperty(t){this._tileJSONRequest&&this._tileJSONRequest.abort(),t(),this.load()}setTiles(t){return this.setSourceProperty((()=>{this._options.tiles=t})),this}setUrl(t){return this.setSourceProperty((()=>{this.url=t,this._options.url=t})),this}onRemove(){this._tileJSONRequest&&(this._tileJSONRequest.abort(),this._tileJSONRequest=null)}serialize(){return e.e({},this._options)}loadTile(t){return e._(this,void 0,void 0,(function*(){const e=t.tileID.canonical.url(this.tiles,this.map.getPixelRatio(),this.scheme),r={request:this.map._requestManager.transformRequest(e,\"Tile\"),uid:t.uid,tileID:t.tileID,zoom:t.tileID.overscaledZ,tileSize:this.tileSize*t.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:this.map.getPixelRatio(),showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};r.request.collectResourceTiming=this._collectResourceTiming;let n=\"RT\";if(t.actor&&\"expired\"!==t.state){if(\"loading\"===t.state)return new Promise(((e,r)=>{t.reloadPromise={resolve:e,reject:r}}))}else t.actor=this.dispatcher.getActor(),n=\"LT\";t.abortController=new AbortController;try{const e=yield t.actor.sendAsync({type:n,data:r},t.abortController);if(delete t.abortController,t.aborted)return;this._afterTileLoadWorkerResponse(t,e)}catch(e){if(delete t.abortController,t.aborted)return;if(e&&404!==e.status)throw e;this._afterTileLoadWorkerResponse(t,null)}}))}_afterTileLoadWorkerResponse(t,e){if(e&&e.resourceTiming&&(t.resourceTiming=e.resourceTiming),e&&this.map._refreshExpiredTiles&&t.setExpiryData(e),t.loadVectorData(e,this.map.painter),t.reloadPromise){const e=t.reloadPromise;t.reloadPromise=null,this.loadTile(t).then(e.resolve).catch(e.reject)}}abortTile(t){return e._(this,void 0,void 0,(function*(){t.abortController&&(t.abortController.abort(),delete t.abortController),t.actor&&(yield t.actor.sendAsync({type:\"AT\",data:{uid:t.uid,type:this.type,source:this.id}}))}))}unloadTile(t){return e._(this,void 0,void 0,(function*(){t.unloadVectorData(),t.actor&&(yield t.actor.sendAsync({type:\"RMT\",data:{uid:t.uid,type:this.type,source:this.id}}))}))}hasTransition(){return!1}}class K extends e.E{constructor(t,r,n,i){super(),this.id=t,this.dispatcher=n,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=e.e({type:\"raster\"},r),e.e(this,e.M(r,[\"url\",\"scheme\",\"tileSize\"]))}load(){return e._(this,void 0,void 0,(function*(){this._loaded=!1,this.fire(new e.k(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=new AbortController;try{const t=yield Y(this._options,this.map._requestManager,this._tileJSONRequest);this._tileJSONRequest=null,this._loaded=!0,t&&(e.e(this,t),t.bounds&&(this.tileBounds=new $(t.bounds,this.minzoom,this.maxzoom)),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}catch(t){this._tileJSONRequest=null,this.fire(new e.j(t))}}))}loaded(){return this._loaded}onAdd(t){this.map=t,this.load()}onRemove(){this._tileJSONRequest&&(this._tileJSONRequest.abort(),this._tileJSONRequest=null)}setSourceProperty(t){this._tileJSONRequest&&(this._tileJSONRequest.abort(),this._tileJSONRequest=null),t(),this.load()}setTiles(t){return this.setSourceProperty((()=>{this._options.tiles=t})),this}setUrl(t){return this.setSourceProperty((()=>{this.url=t,this._options.url=t})),this}serialize(){return e.e({},this._options)}hasTile(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)}loadTile(t){return e._(this,void 0,void 0,(function*(){const e=t.tileID.canonical.url(this.tiles,this.map.getPixelRatio(),this.scheme);t.abortController=new AbortController;try{const r=yield p.getImage(this.map._requestManager.transformRequest(e,\"Tile\"),t.abortController,this.map._refreshExpiredTiles);if(delete t.abortController,t.aborted)return void(t.state=\"unloaded\");if(r&&r.data){this.map._refreshExpiredTiles&&r.cacheControl&&r.expires&&t.setExpiryData({cacheControl:r.cacheControl,expires:r.expires});const e=this.map.painter.context,n=e.gl,i=r.data;t.texture=this.map.painter.getTileTexture(i.width),t.texture?t.texture.update(i,{useMipmap:!0}):(t.texture=new w(e,i,n.RGBA,{useMipmap:!0}),t.texture.bind(n.LINEAR,n.CLAMP_TO_EDGE,n.LINEAR_MIPMAP_NEAREST)),t.state=\"loaded\"}}catch(e){if(delete t.abortController,t.aborted)t.state=\"unloaded\";else if(e)throw t.state=\"errored\",e}}))}abortTile(t){return e._(this,void 0,void 0,(function*(){t.abortController&&(t.abortController.abort(),delete t.abortController)}))}unloadTile(t){return e._(this,void 0,void 0,(function*(){t.texture&&this.map.painter.saveTileTexture(t.texture)}))}hasTransition(){return!1}}class Q extends K{constructor(t,r,n,i){super(t,r,n,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=e.e({type:\"raster-dem\"},r),this.encoding=r.encoding||\"mapbox\",this.redFactor=r.redFactor,this.greenFactor=r.greenFactor,this.blueFactor=r.blueFactor,this.baseShift=r.baseShift}loadTile(t){return e._(this,void 0,void 0,(function*(){const r=t.tileID.canonical.url(this.tiles,this.map.getPixelRatio(),this.scheme),n=this.map._requestManager.transformRequest(r,\"Tile\");t.neighboringTiles=this._getNeighboringTiles(t.tileID),t.abortController=new AbortController;try{const r=yield p.getImage(n,t.abortController,this.map._refreshExpiredTiles);if(delete t.abortController,t.aborted)return void(t.state=\"unloaded\");if(r&&r.data){const n=r.data;this.map._refreshExpiredTiles&&r.cacheControl&&r.expires&&t.setExpiryData({cacheControl:r.cacheControl,expires:r.expires});const i=e.b(n)&&e.U()?n:yield this.readImageNow(n),a={type:this.type,uid:t.uid,source:this.id,rawImageData:i,encoding:this.encoding,redFactor:this.redFactor,greenFactor:this.greenFactor,blueFactor:this.blueFactor,baseShift:this.baseShift};if(!t.actor||\"expired\"===t.state){t.actor=this.dispatcher.getActor();const e=yield t.actor.sendAsync({type:\"LDT\",data:a});t.dem=e,t.needsHillshadePrepare=!0,t.needsTerrainPrepare=!0,t.state=\"loaded\"}}}catch(e){if(delete t.abortController,t.aborted)t.state=\"unloaded\";else if(e)throw t.state=\"errored\",e}}))}readImageNow(t){return e._(this,void 0,void 0,(function*(){if(\"undefined\"!=typeof VideoFrame&&e.V()){const r=t.width+2,n=t.height+2;try{return new e.R({width:r,height:n},yield e.W(t,-1,-1,r,n))}catch(t){}}return a.getImageData(t,1)}))}_getNeighboringTiles(t){const r=t.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?t.wrap-1:t.wrap,o=(r.x+1+n)%n,s=r.x+1===n?t.wrap+1:t.wrap,l={};return l[new e.S(t.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new e.S(t.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new e.S(t.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new e.S(t.overscaledZ,t.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new e.S(t.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new e.S(t.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new e.S(t.overscaledZ,t.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new e.S(t.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l}unloadTile(t){return e._(this,void 0,void 0,(function*(){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&(yield t.actor.sendAsync({type:\"RDT\",data:{type:this.type,uid:t.uid,source:this.id}}))}))}}class tt extends e.E{constructor(t,r,n,i){super(),this.id=t,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._pendingLoads=0,this.actor=n.getActor(),this.setEventedParent(i),this._data=r.data,this._options=e.e({},r),this._collectResourceTiming=r.collectResourceTiming,void 0!==r.maxzoom&&(this.maxzoom=r.maxzoom),r.type&&(this.type=r.type),r.attribution&&(this.attribution=r.attribution),this.promoteId=r.promoteId;const a=e.X/this.tileSize;this.workerOptions=e.e({source:this.id,cluster:r.cluster||!1,geojsonVtOptions:{buffer:(void 0!==r.buffer?r.buffer:128)*a,tolerance:(void 0!==r.tolerance?r.tolerance:.375)*a,extent:e.X,maxZoom:this.maxzoom,lineMetrics:r.lineMetrics||!1,generateId:r.generateId||!1},superclusterOptions:{maxZoom:void 0!==r.clusterMaxZoom?r.clusterMaxZoom:this.maxzoom-1,minPoints:Math.max(2,r.clusterMinPoints||2),extent:e.X,radius:(r.clusterRadius||50)*a,log:!1,generateId:r.generateId||!1},clusterProperties:r.clusterProperties,filter:r.filter},r.workerOptions),\"string\"==typeof this.promoteId&&(this.workerOptions.promoteId=this.promoteId)}load(){return e._(this,void 0,void 0,(function*(){yield this._updateWorkerData()}))}onAdd(t){this.map=t,this.load()}setData(t){return this._data=t,this._updateWorkerData(),this}updateData(t){return this._updateWorkerData(t),this}getData(){return e._(this,void 0,void 0,(function*(){const t=e.e({type:this.type},this.workerOptions);return this.actor.sendAsync({type:\"GD\",data:t})}))}setClusterOptions(t){return this.workerOptions.cluster=t.cluster,t&&(void 0!==t.clusterRadius&&(this.workerOptions.superclusterOptions.radius=t.clusterRadius),void 0!==t.clusterMaxZoom&&(this.workerOptions.superclusterOptions.maxZoom=t.clusterMaxZoom)),this._updateWorkerData(),this}getClusterExpansionZoom(t){return this.actor.sendAsync({type:\"GCEZ\",data:{type:this.type,clusterId:t,source:this.id}})}getClusterChildren(t){return this.actor.sendAsync({type:\"GCC\",data:{type:this.type,clusterId:t,source:this.id}})}getClusterLeaves(t,e,r){return this.actor.sendAsync({type:\"GCL\",data:{type:this.type,source:this.id,clusterId:t,limit:e,offset:r}})}_updateWorkerData(t){return e._(this,void 0,void 0,(function*(){const r=e.e({type:this.type},this.workerOptions);t?r.dataDiff=t:\"string\"==typeof this._data?(r.request=this.map._requestManager.transformRequest(a.resolveURL(this._data),\"Source\"),r.request.collectResourceTiming=this._collectResourceTiming):r.data=JSON.stringify(this._data),this._pendingLoads++,this.fire(new e.k(\"dataloading\",{dataType:\"source\"}));try{const t=yield this.actor.sendAsync({type:\"LD\",data:r});if(this._pendingLoads--,this._removed||t.abandoned)return void this.fire(new e.k(\"dataabort\",{dataType:\"source\"}));let n=null;t.resourceTiming&&t.resourceTiming[this.id]&&(n=t.resourceTiming[this.id].slice(0));const i={dataType:\"source\"};this._collectResourceTiming&&n&&n.length>0&&e.e(i,{resourceTiming:n}),this.fire(new e.k(\"data\",Object.assign(Object.assign({},i),{sourceDataType:\"metadata\"}))),this.fire(new e.k(\"data\",Object.assign(Object.assign({},i),{sourceDataType:\"content\"})))}catch(t){if(this._pendingLoads--,this._removed)return void this.fire(new e.k(\"dataabort\",{dataType:\"source\"}));this.fire(new e.j(t))}}))}loaded(){return 0===this._pendingLoads}loadTile(t){return e._(this,void 0,void 0,(function*(){const e=t.actor?\"RT\":\"LT\";t.actor=this.actor;const r={type:this.type,uid:t.uid,tileID:t.tileID,zoom:t.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:this.map.getPixelRatio(),showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};t.abortController=new AbortController;const n=yield this.actor.sendAsync({type:e,data:r},t.abortController);delete t.abortController,t.unloadVectorData(),t.aborted||t.loadVectorData(n,this.map.painter,\"RT\"===e)}))}abortTile(t){return e._(this,void 0,void 0,(function*(){t.abortController&&(t.abortController.abort(),delete t.abortController),t.aborted=!0}))}unloadTile(t){return e._(this,void 0,void 0,(function*(){t.unloadVectorData(),yield this.actor.sendAsync({type:\"RMT\",data:{uid:t.uid,type:this.type,source:this.id}})}))}onRemove(){this._removed=!0,this.actor.sendAsync({type:\"RS\",data:{type:this.type,source:this.id}})}serialize(){return e.e({},this._options,{type:this.type,data:this._data})}hasTransition(){return!1}}var et=e.Y([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]);class rt extends e.E{constructor(t,e,r,n){super(),this.id=t,this.dispatcher=r,this.coordinates=e.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(n),this.options=e}load(t){return e._(this,void 0,void 0,(function*(){this._loaded=!1,this.fire(new e.k(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,this._request=new AbortController;try{const e=yield p.getImage(this.map._requestManager.transformRequest(this.url,\"Image\"),this._request);this._request=null,this._loaded=!0,e&&e.data&&(this.image=e.data,t&&(this.coordinates=t),this._finishLoading())}catch(t){this._request=null,this._loaded=!0,this.fire(new e.j(t))}}))}loaded(){return this._loaded}updateImage(t){return t.url?(this._request&&(this._request.abort(),this._request=null),this.options.url=t.url,this.load(t.coordinates).finally((()=>{this.texture=null})),this):this}_finishLoading(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))}onAdd(t){this.map=t,this.load()}onRemove(){this._request&&(this._request.abort(),this._request=null)}setCoordinates(t){this.coordinates=t;const r=t.map(e.Z.fromLngLat);this.tileID=function(t){let r=1/0,n=1/0,i=-1/0,a=-1/0;for(const e of t)r=Math.min(r,e.x),n=Math.min(n,e.y),i=Math.max(i,e.x),a=Math.max(a,e.y);const o=i-r,s=a-n,l=Math.max(o,s),c=Math.max(0,Math.floor(-Math.log(l)/Math.LN2)),u=Math.pow(2,c);return new e.a1(c,Math.floor((r+i)/2*u),Math.floor((n+a)/2*u))}(r),this.minzoom=this.maxzoom=this.tileID.z;const n=r.map((t=>this.tileID.getTilePoint(t)._round()));return this._boundsArray=new e.$,this._boundsArray.emplaceBack(n[0].x,n[0].y,0,0),this._boundsArray.emplaceBack(n[1].x,n[1].y,e.X,0),this._boundsArray.emplaceBack(n[3].x,n[3].y,0,e.X),this._boundsArray.emplaceBack(n[2].x,n[2].y,e.X,e.X),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this}prepare(){if(0===Object.keys(this.tiles).length||!this.image)return;const t=this.map.painter.context,r=t.gl;this.boundsBuffer||(this.boundsBuffer=t.createVertexBuffer(this._boundsArray,et.members)),this.boundsSegments||(this.boundsSegments=e.a0.simpleSegment(0,0,4,2)),this.texture||(this.texture=new w(t,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE));let n=!1;for(const t in this.tiles){const e=this.tiles[t];\"loaded\"!==e.state&&(e.state=\"loaded\",e.texture=this.texture,n=!0)}n&&this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"idle\",sourceId:this.id}))}loadTile(t){return e._(this,void 0,void 0,(function*(){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={}):t.state=\"errored\"}))}serialize(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}}hasTransition(){return!1}}class nt extends rt{constructor(t,e,r,n){super(t,e,r,n),this.roundZoom=!0,this.type=\"video\",this.options=e}load(){return e._(this,void 0,void 0,(function*(){this._loaded=!1;const t=this.options;this.urls=[];for(const e of t.urls)this.urls.push(this.map._requestManager.transformRequest(e,\"Source\").url);try{const t=yield e.a3(this.urls);if(this._loaded=!0,!t)return;this.video=t,this.video.loop=!0,this.video.addEventListener(\"playing\",(()=>{this.map.triggerRepaint()})),this.map&&this.video.play(),this._finishLoading()}catch(t){this.fire(new e.j(t))}}))}pause(){this.video&&this.video.pause()}play(){this.video&&this.video.play()}seek(t){if(this.video){const r=this.video.seekable;t<r.start(0)||t>r.end(0)?this.fire(new e.j(new e.a2(`sources.${this.id}`,null,`Playback for this video can be set only between the ${r.start(0)} and ${r.end(0)}-second mark.`))):this.video.currentTime=t}}getVideo(){return this.video}onAdd(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))}prepare(){if(0===Object.keys(this.tiles).length||this.video.readyState<2)return;const t=this.map.painter.context,r=t.gl;this.boundsBuffer||(this.boundsBuffer=t.createVertexBuffer(this._boundsArray,et.members)),this.boundsSegments||(this.boundsSegments=e.a0.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new w(t,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE));let n=!1;for(const t in this.tiles){const e=this.tiles[t];\"loaded\"!==e.state&&(e.state=\"loaded\",e.texture=this.texture,n=!0)}n&&this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"idle\",sourceId:this.id}))}serialize(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}}hasTransition(){return this.video&&!this.video.paused}}class it extends rt{constructor(t,r,n,i){super(t,r,n,i),r.coordinates?Array.isArray(r.coordinates)&&4===r.coordinates.length&&!r.coordinates.some((t=>!Array.isArray(t)||2!==t.length||t.some((t=>\"number\"!=typeof t))))||this.fire(new e.j(new e.a2(`sources.${t}`,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new e.j(new e.a2(`sources.${t}`,null,'missing required property \"coordinates\"'))),r.animate&&\"boolean\"!=typeof r.animate&&this.fire(new e.j(new e.a2(`sources.${t}`,null,'optional \"animate\" property must be a boolean value'))),r.canvas?\"string\"==typeof r.canvas||r.canvas instanceof HTMLCanvasElement||this.fire(new e.j(new e.a2(`sources.${t}`,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new e.j(new e.a2(`sources.${t}`,null,'missing required property \"canvas\"'))),this.options=r,this.animate=void 0===r.animate||r.animate}load(){return e._(this,void 0,void 0,(function*(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof HTMLCanvasElement?this.options.canvas:document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new e.j(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())}))}getCanvas(){return this.canvas}onAdd(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()}onRemove(){this.pause()}prepare(){let t=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,t=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,t=!0),this._hasInvalidDimensions())return;if(0===Object.keys(this.tiles).length)return;const r=this.map.painter.context,n=r.gl;this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,et.members)),this.boundsSegments||(this.boundsSegments=e.a0.simpleSegment(0,0,4,2)),this.texture?(t||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new w(r,this.canvas,n.RGBA,{premultiply:!0});let i=!1;for(const t in this.tiles){const e=this.tiles[t];\"loaded\"!==e.state&&(e.state=\"loaded\",e.texture=this.texture,i=!0)}i&&this.fire(new e.k(\"data\",{dataType:\"source\",sourceDataType:\"idle\",sourceId:this.id}))}serialize(){return{type:\"canvas\",coordinates:this.coordinates}}hasTransition(){return this._playing}_hasInvalidDimensions(){for(const t of[this.canvas.width,this.canvas.height])if(isNaN(t)||t<=0)return!0;return!1}}const at={},ot=t=>{switch(t){case\"geojson\":return tt;case\"image\":return rt;case\"raster\":return K;case\"raster-dem\":return Q;case\"vector\":return J;case\"video\":return nt;case\"canvas\":return it}return at[t]};const st=\"RTLPluginLoaded\";class lt extends e.E{constructor(){super(...arguments),this.status=\"unavailable\",this.url=null,this.dispatcher=H()}_syncState(t){return this.status=t,this.dispatcher.broadcast(\"SRPS\",{pluginStatus:t,pluginURL:this.url}).catch((t=>{throw this.status=\"error\",t}))}getRTLTextPluginStatus(){return this.status}clearRTLTextPlugin(){this.status=\"unavailable\",this.url=null}setRTLTextPlugin(t){return e._(this,arguments,void 0,(function*(t,e=!1){if(this.url)throw new Error(\"setRTLTextPlugin cannot be called multiple times.\");if(this.url=a.resolveURL(t),!this.url)throw new Error(`requested url ${t} is invalid`);if(\"unavailable\"===this.status){if(!e)return this._requestImport();this.status=\"deferred\",this._syncState(this.status)}else if(\"requested\"===this.status)return this._requestImport()}))}_requestImport(){return e._(this,void 0,void 0,(function*(){yield this._syncState(\"loading\"),this.status=\"loaded\",this.fire(new e.k(st))}))}lazyLoad(){\"unavailable\"===this.status?this.status=\"requested\":\"deferred\"===this.status&&this._requestImport()}}let ct=null;function ut(){return ct||(ct=new lt),ct}class ht{constructor(t,r){this.timeAdded=0,this.fadeEndTime=0,this.tileID=t,this.uid=e.a4(),this.uses=0,this.tileSize=r,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.rtt=[],this.rttCoords={},this.expiredRequestCount=0,this.state=\"loading\"}registerFadeDuration(t){const e=t+this.timeAdded;e<this.fadeEndTime||(this.fadeEndTime=e)}wasRequested(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state}clearTextures(t){this.demTexture&&t.saveTileTexture(this.demTexture),this.demTexture=null}loadVectorData(t,r,n){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){const r={};if(!e)return r;for(const n of t){const t=n.layerIds.map((t=>e.getLayer(t))).filter(Boolean);if(0!==t.length){n.layers=t,n.stateDependentLayerIds&&(n.stateDependentLayers=n.stateDependentLayerIds.map((e=>t.filter((t=>t.id===e))[0])));for(const e of t)r[e.id]=n}}return r}(t.buckets,r.style),this.hasSymbolBuckets=!1;for(const t in this.buckets){const r=this.buckets[t];if(r instanceof e.a6){if(this.hasSymbolBuckets=!0,!n)break;r.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(const t in this.buckets){const r=this.buckets[t];if(r instanceof e.a6&&r.hasRTLText){this.hasRTLText=!0,ut().lazyLoad();break}}this.queryPadding=0;for(const t in this.buckets){const e=this.buckets[t];this.queryPadding=Math.max(this.queryPadding,r.style.getLayer(t).queryRadius(e))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new e.a5}unloadVectorData(){for(const t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"}getBucket(t){return this.buckets[t.id]}upload(t){for(const e in this.buckets){const r=this.buckets[e];r.uploadPending()&&r.upload(t)}const e=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new w(t,this.imageAtlas.image,e.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new w(t,this.glyphAtlasImage,e.ALPHA),this.glyphAtlasImage=null)}prepare(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)}queryRenderedFeatures(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}}querySourceFeatures(t,r){const n=this.latestFeatureIndex;if(!n||!n.rawTileData)return;const i=n.loadVTLayers(),a=r&&r.sourceLayer?r.sourceLayer:\"\",o=i._geojsonTileLayer||i[a];if(!o)return;const s=e.a7(r&&r.filter),{z:l,x:c,y:u}=this.tileID.canonical,h={z:l,x:c,y:u};for(let r=0;r<o.length;r++){const i=o.feature(r);if(s.needGeometry){const t=e.a8(i,!0);if(!s.filter(new e.a9(this.tileID.overscaledZ),t,this.tileID.canonical))continue}else if(!s.filter(new e.a9(this.tileID.overscaledZ),i))continue;const f=n.getId(i,a),p=new e.aa(i,l,c,u,f);p.tile=h,t.push(p)}}hasData(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state}patternsLoaded(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length}setExpiryData(t){const r=this.expirationTime;if(t.cacheControl){const r=e.ab(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){const t=Date.now();let e=!1;if(this.expirationTime>t)e=!1;else if(r)if(this.expirationTime<r)e=!0;else{const n=this.expirationTime-r;n?this.expirationTime=t+Math.max(n,3e4):e=!0}else e=!0;e?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}}getExpiryTimeout(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)}setFeatureState(t,e){if(!this.latestFeatureIndex||!this.latestFeatureIndex.rawTileData||0===Object.keys(t).length)return;const r=this.latestFeatureIndex.loadVTLayers();for(const n in this.buckets){if(!e.style.hasLayer(n))continue;const i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(!o||!s||0===Object.keys(s).length)continue;i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});const l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}holdingForFade(){return void 0!==this.symbolFadeHoldUntil}symbolFadeFinished(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<a.now()}clearFadeHold(){this.symbolFadeHoldUntil=void 0}setHoldDuration(t){this.symbolFadeHoldUntil=a.now()+t}setDependencies(t,e){const r={};for(const t of e)r[t]=!0;this.dependencies[t]=r}hasDependency(t,e){for(const r of t){const t=this.dependencies[r];if(t)for(const r of e)if(t[r])return!0}return!1}}class ft{constructor(t,e){this.max=t,this.onRemove=e,this.reset()}reset(){for(const t in this.data)for(const e of this.data[t])e.timeout&&clearTimeout(e.timeout),this.onRemove(e.value);return this.data={},this.order=[],this}add(t,e,r){const n=t.wrapped().key;void 0===this.data[n]&&(this.data[n]=[]);const i={value:e,timeout:void 0};if(void 0!==r&&(i.timeout=setTimeout((()=>{this.remove(t,i)}),r)),this.data[n].push(i),this.order.push(n),this.order.length>this.max){const t=this._getAndRemoveByKey(this.order[0]);t&&this.onRemove(t)}return this}has(t){return t.wrapped().key in this.data}getAndRemove(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null}_getAndRemoveByKey(t){const e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value}getByKey(t){const e=this.data[t];return e?e[0].value:null}get(t){return this.has(t)?this.data[t.wrapped().key][0].value:null}remove(t,e){if(!this.has(t))return this;const r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this}setMaxSize(t){for(this.max=t;this.order.length>this.max;){const t=this._getAndRemoveByKey(this.order[0]);t&&this.onRemove(t)}return this}filter(t){const e=[];for(const r in this.data)for(const n of this.data[r])t(n.value)||e.push(n);for(const t of e)this.remove(t.value.tileID,t)}}class pt{constructor(){this.state={},this.stateChanges={},this.deletedStates={}}updateState(t,r,n){const i=String(r);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][i]=this.stateChanges[t][i]||{},e.e(this.stateChanges[t][i],n),null===this.deletedStates[t]){this.deletedStates[t]={};for(const e in this.state[t])e!==i&&(this.deletedStates[t][e]=null)}else if(this.deletedStates[t]&&null===this.deletedStates[t][i]){this.deletedStates[t][i]={};for(const e in this.state[t][i])n[e]||(this.deletedStates[t][i][e]=null)}else for(const e in n)this.deletedStates[t]&&this.deletedStates[t][i]&&null===this.deletedStates[t][i][e]&&delete this.deletedStates[t][i][e]}removeFeatureState(t,e,r){if(null===this.deletedStates[t])return;const n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}getState(t,r){const n=String(r),i=this.state[t]||{},a=this.stateChanges[t]||{},o=e.e({},i[n],a[n]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){const e=this.deletedStates[t][r];if(null===e)return{};for(const t in e)delete o[t]}return o}initializeTileState(t,e){t.setFeatureState(this.state,e)}coalesceChanges(t,r){const n={};for(const t in this.stateChanges){this.state[t]=this.state[t]||{};const r={};for(const n in this.stateChanges[t])this.state[t][n]||(this.state[t][n]={}),e.e(this.state[t][n],this.stateChanges[t][n]),r[n]=this.state[t][n];n[t]=r}for(const t in this.deletedStates){this.state[t]=this.state[t]||{};const r={};if(null===this.deletedStates[t])for(const e in this.state[t])r[e]={},this.state[t][e]={};else for(const e in this.deletedStates[t]){if(null===this.deletedStates[t][e])this.state[t][e]={};else for(const r of Object.keys(this.deletedStates[t][e]))delete this.state[t][e][r];r[e]=this.state[t][e]}n[t]=n[t]||{},e.e(n[t],r)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(n).length)for(const e in t)t[e].setFeatureState(n,r)}}class dt extends e.E{constructor(t,e,r){super(),this.id=t,this.dispatcher=r,this.on(\"data\",(t=>this._dataHandler(t))),this.on(\"dataloading\",(()=>{this._sourceErrored=!1})),this.on(\"error\",(()=>{this._sourceErrored=this._source.loaded()})),this._source=((t,e,r,n)=>{const i=new(ot(e.type))(t,e,r,n);if(i.id!==t)throw new Error(`Expected Source id to be ${t} instead of ${i.id}`);return i})(t,e,r,this),this._tiles={},this._cache=new ft(0,(t=>this._unloadTile(t))),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._maxTileCacheZoomLevels=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new pt,this._didEmitContent=!1,this._updated=!1}onAdd(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._maxTileCacheZoomLevels=t?t._maxTileCacheZoomLevels:null,this._source&&this._source.onAdd&&this._source.onAdd(t)}onRemove(t){this.clearTiles(),this._source&&this._source.onRemove&&this._source.onRemove(t)}loaded(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;if(!(void 0===this.used&&void 0===this.usedForTerrain||this.used||this.usedForTerrain))return!0;if(!this._updated)return!1;for(const t in this._tiles){const e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0}getSource(){return this._source}pause(){this._paused=!0}resume(){if(!this._paused)return;const t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform,this.terrain)}_loadTile(t,r,n){return e._(this,void 0,void 0,(function*(){try{yield this._source.loadTile(t),this._tileLoaded(t,r,n)}catch(r){t.state=\"errored\",404!==r.status?this._source.fire(new e.j(r,{tile:t})):this.update(this.transform,this.terrain)}}))}_unloadTile(t){this._source.unloadTile&&this._source.unloadTile(t)}_abortTile(t){this._source.abortTile&&this._source.abortTile(t),this._source.fire(new e.k(\"dataabort\",{tile:t,coord:t.tileID,dataType:\"source\"}))}serialize(){return this._source.serialize()}prepare(t){this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null);for(const e in this._tiles){const r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}}getIds(){return Object.values(this._tiles).map((t=>t.tileID)).sort(mt).map((t=>t.key))}getRenderableIds(t){const r=[];for(const e in this._tiles)this._isIdRenderable(e,t)&&r.push(this._tiles[e]);return t?r.sort(((t,r)=>{const n=t.tileID,i=r.tileID,a=new e.P(n.canonical.x,n.canonical.y)._rotate(this.transform.angle),o=new e.P(i.canonical.x,i.canonical.y)._rotate(this.transform.angle);return n.overscaledZ-i.overscaledZ||o.y-a.y||o.x-a.x})).map((t=>t.tileID.key)):r.map((t=>t.tileID)).sort(mt).map((t=>t.key))}hasRenderableParent(t){const e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)}_isIdRenderable(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())}reload(){if(this._paused)this._shouldReloadOnResume=!0;else{this._cache.reset();for(const t in this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")}}_reloadTile(t,r){return e._(this,void 0,void 0,(function*(){const e=this._tiles[t];e&&(\"loading\"!==e.state&&(e.state=r),yield this._loadTile(e,t,r))}))}_tileLoaded(t,r,n){t.timeAdded=a.now(),\"expired\"===n&&(t.refreshedUponExpiration=!0),this._setTileReloadTimer(r,t),\"raster-dem\"===this.getSource().type&&t.dem&&this._backfillDEM(t),this._state.initializeTileState(t,this.map?this.map.painter:null),t.aborted||this._source.fire(new e.k(\"data\",{dataType:\"source\",tile:t,coord:t.tileID}))}_backfillDEM(t){const e=this.getRenderableIds();for(let n=0;n<e.length;n++){const i=e[n];if(t.neighboringTiles&&t.neighboringTiles[i]){const e=this.getTileByID(i);r(t,e),r(e,t)}}function r(t,e){t.needsHillshadePrepare=!0,t.needsTerrainPrepare=!0;let r=e.tileID.canonical.x-t.tileID.canonical.x;const n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}}getTile(t){return this.getTileByID(t.key)}getTileByID(t){return this._tiles[t]}_retainLoadedChildren(t,e,r,n){for(const i in this._tiles){let a=this._tiles[i];if(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)continue;let o=a.tileID;for(;a&&a.tileID.overscaledZ>e+1;){const t=a.tileID.scaledTo(a.tileID.overscaledZ-1);a=this._tiles[t.key],a&&a.hasData()&&(o=t)}let s=o;for(;s.overscaledZ>e;)if(s=s.scaledTo(s.overscaledZ-1),t[s.key]){n[o.key]=o;break}}}findLoadedParent(t,e){if(t.key in this._loadedParentTiles){const r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(let r=t.overscaledZ-1;r>=e;r--){const e=t.scaledTo(r),n=this._getLoadedTile(e);if(n)return n}}findLoadedSibling(t){return this._getLoadedTile(t)}_getLoadedTile(t){const e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)}updateCacheSize(t){const r=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),n=null===this._maxTileCacheZoomLevels?e.a.MAX_TILE_CACHE_ZOOM_LEVELS:this._maxTileCacheZoomLevels,i=Math.floor(r*n),a=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,i):i;this._cache.setMaxSize(a)}handleWrapJump(t){const e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){const t={};for(const e in this._tiles){const n=this._tiles[e];n.tileID=n.tileID.unwrapTo(n.tileID.wrap+r),t[n.tileID.key]=n}this._tiles=t;for(const t in this._timers)clearTimeout(this._timers[t]),delete this._timers[t];for(const t in this._tiles){const e=this._tiles[t];this._setTileReloadTimer(t,e)}}}_updateCoveredAndRetainedTiles(t,e,r,n,i,o){const s={},l={},c=Object.keys(t),u=a.now();for(const r of c){const n=t[r],i=this._tiles[r];if(!i||0!==i.fadeEndTime&&i.fadeEndTime<=u)continue;const a=this.findLoadedParent(n,e),o=this.findLoadedSibling(n),c=a||o||null;c&&(this._addTile(c.tileID),s[c.tileID.key]=c.tileID),l[r]=n}this._retainLoadedChildren(l,n,r,t);for(const e in s)t[e]||(this._coveredTiles[e]=!0,t[e]=s[e]);if(o){const e={},r={};for(const t of i)this._tiles[t.key].hasData()?e[t.key]=t:r[t.key]=t;for(const n in r){const i=r[n].children(this._source.maxzoom);this._tiles[i[0].key]&&this._tiles[i[1].key]&&this._tiles[i[2].key]&&this._tiles[i[3].key]&&(e[i[0].key]=t[i[0].key]=i[0],e[i[1].key]=t[i[1].key]=i[1],e[i[2].key]=t[i[2].key]=i[2],e[i[3].key]=t[i[3].key]=i[3],delete r[n])}for(const n in r){const i=r[n],a=this.findLoadedParent(i,this._source.minzoom),o=this.findLoadedSibling(i),s=a||o||null;if(s){e[s.tileID.key]=t[s.tileID.key]=s.tileID;for(const t in e)e[t].isChildOf(s.tileID)&&delete e[t]}}for(const t in this._tiles)e[t]||(this._coveredTiles[t]=!0)}}update(t,r){if(!this._sourceLoaded||this._paused)return;let n;this.transform=t,this.terrain=r,this.updateCacheSize(t),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used||this.usedForTerrain?this._source.tileID?n=t.getVisibleUnwrappedCoordinates(this._source.tileID).map((t=>new e.S(t.canonical.z,t.wrap,t.canonical.z,t.canonical.x,t.canonical.y))):(n=t.coveringTiles({tileSize:this.usedForTerrain?this.tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:!this.usedForTerrain&&this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled,terrain:r}),this._source.hasTile&&(n=n.filter((t=>this._source.hasTile(t))))):n=[];const i=t.coveringZoomLevel(this._source),a=Math.max(i-dt.maxOverzooming,this._source.minzoom),o=Math.max(i+dt.maxUnderzooming,this._source.minzoom);if(this.usedForTerrain){const t={};for(const e of n)if(e.canonical.z>this._source.minzoom){const r=e.scaledTo(e.canonical.z-1);t[r.key]=r;const n=e.scaledTo(Math.max(this._source.minzoom,Math.min(e.canonical.z,5)));t[n.key]=n}n=n.concat(Object.values(t))}const s=0===n.length&&!this._updated&&this._didEmitContent;this._updated=!0,s&&this.fire(new e.k(\"data\",{sourceDataType:\"idle\",dataType:\"source\",sourceId:this.id}));const l=this._updateRetainedTiles(n,i);gt(this._source.type)&&this._updateCoveredAndRetainedTiles(l,a,o,i,n,r);for(const t in l)this._tiles[t].clearFadeHold();const c=e.ac(this._tiles,l);for(const t of c){const e=this._tiles[t];e.hasSymbolBuckets&&!e.holdingForFade()?e.setHoldDuration(this.map._fadeDuration):e.hasSymbolBuckets&&!e.symbolFadeFinished()||this._removeTile(t)}this._updateLoadedParentTileCache(),this._updateLoadedSiblingTileCache()}releaseSymbolFadeTiles(){for(const t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)}_updateRetainedTiles(t,e){var r;const n={},i={},a=Math.max(e-dt.maxOverzooming,this._source.minzoom),o=Math.max(e+dt.maxUnderzooming,this._source.minzoom),s={};for(const r of t){const t=this._addTile(r);n[r.key]=r,t.hasData()||e<this._source.maxzoom&&(s[r.key]=r)}this._retainLoadedChildren(s,e,o,n);for(const o of t){let t=this._tiles[o.key];if(t.hasData())continue;if(e+1>this._source.maxzoom){const t=o.children(this._source.maxzoom)[0],e=this.getTile(t);if(e&&e.hasData()){n[t.key]=t;continue}}else{const t=o.children(this._source.maxzoom);if(n[t[0].key]&&n[t[1].key]&&n[t[2].key]&&n[t[3].key])continue}let s=t.wasRequested();for(let e=o.overscaledZ-1;e>=a;--e){const a=o.scaledTo(e);if(i[a.key])break;if(i[a.key]=!0,t=this.getTile(a),!t&&s&&(t=this._addTile(a)),t){const e=t.hasData();if((e||!(null===(r=this.map)||void 0===r?void 0:r.cancelPendingTileRequestsWhileZooming)||s)&&(n[a.key]=a),s=t.wasRequested(),e)break}}}return n}_updateLoadedParentTileCache(){this._loadedParentTiles={};for(const t in this._tiles){const e=[];let r,n=this._tiles[t].tileID;for(;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);const t=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(t),r)break;n=t}for(const t of e)this._loadedParentTiles[t]=r}}_updateLoadedSiblingTileCache(){this._loadedSiblingTiles={};for(const t in this._tiles){const e=this._tiles[t].tileID,r=this._getLoadedTile(e);this._loadedSiblingTiles[e.key]=r}}_addTile(t){let r=this._tiles[t.key];if(r)return r;r=this._cache.getAndRemove(t),r&&(this._setTileReloadTimer(t.key,r),r.tileID=t,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[t.key]&&(clearTimeout(this._cacheTimers[t.key]),delete this._cacheTimers[t.key],this._setTileReloadTimer(t.key,r)));const n=r;return r||(r=new ht(t,this._source.tileSize*t.overscaleFactor()),this._loadTile(r,t.key,r.state)),r.uses++,this._tiles[t.key]=r,n||this._source.fire(new e.k(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r}_setTileReloadTimer(t,e){t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);const r=e.getExpiryTimeout();r&&(this._timers[t]=setTimeout((()=>{this._reloadTile(t,\"expired\"),delete this._timers[t]}),r))}_removeTile(t){const e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))}_dataHandler(t){const e=t.sourceDataType;\"source\"===t.dataType&&\"metadata\"===e&&(this._sourceLoaded=!0),this._sourceLoaded&&!this._paused&&\"source\"===t.dataType&&\"content\"===e&&(this.reload(),this.transform&&this.update(this.transform,this.terrain),this._didEmitContent=!0)}clearTiles(){this._shouldReloadOnResume=!1,this._paused=!1;for(const t in this._tiles)this._removeTile(t);this._cache.reset()}tilesIn(t,r,n){const i=[],a=this.transform;if(!a)return i;const o=n?a.getCameraQueryGeometry(t):t,s=t.map((t=>a.pointCoordinate(t,this.terrain))),l=o.map((t=>a.pointCoordinate(t,this.terrain))),c=this.getIds();let u=1/0,h=1/0,f=-1/0,p=-1/0;for(const t of l)u=Math.min(u,t.x),h=Math.min(h,t.y),f=Math.max(f,t.x),p=Math.max(p,t.y);for(let t=0;t<c.length;t++){const n=this._tiles[c[t]];if(n.holdingForFade())continue;const o=n.tileID,d=Math.pow(2,a.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*e.X/n.tileSize/d,g=[o.getTilePoint(new e.Z(u,h)),o.getTilePoint(new e.Z(f,p))];if(g[0].x-m<e.X&&g[0].y-m<e.X&&g[1].x+m>=0&&g[1].y+m>=0){const t=s.map((t=>o.getTilePoint(t))),e=l.map((t=>o.getTilePoint(t)));i.push({tile:n,tileID:o,queryGeometry:t,cameraQueryGeometry:e,scale:d})}}return i}getVisibleCoordinates(t){const e=this.getRenderableIds(t).map((t=>this._tiles[t].tileID));for(const t of e)t.posMatrix=this.transform.calculatePosMatrix(t.toUnwrapped());return e}hasTransition(){if(this._source.hasTransition())return!0;if(gt(this._source.type)){const t=a.now();for(const e in this._tiles)if(this._tiles[e].fadeEndTime>=t)return!0}return!1}setFeatureState(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)}removeFeatureState(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)}getFeatureState(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)}setDependencies(t,e,r){const n=this._tiles[t];n&&n.setDependencies(e,r)}reloadTilesForDependencies(t,e){for(const r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((r=>!r.hasDependency(t,e)))}}function mt(t,e){const r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function gt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}dt.maxOverzooming=10,dt.maxUnderzooming=3;class yt{constructor(t,e){this.reset(t,e)}reset(t,e){this.points=t||[],this._distances=[0];for(let t=1;t<this.points.length;t++)this._distances[t]=this._distances[t-1]+this.points[t].dist(this.points[t-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding}lerp(t){if(1===this.points.length)return this.points[0];t=e.ad(t,0,1);let r=1,n=this._distances[r];const i=t*this.paddedLength+this.padding;for(;n<i&&r<this._distances.length;)n=this._distances[++r];const a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))}}function vt(t,e){let r=!0;return\"always\"===t||\"never\"!==t&&\"never\"!==e||(r=!1),r}class xt{constructor(t,e,r){const n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(let t=0;t<this.xCellCount*this.yCellCount;t++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0}keysLength(){return this.boxKeys.length+this.circleKeys.length}insert(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)}insertCircle(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)}_insertBoxCell(t,e,r,n,i,a){this.boxCells[i].push(a)}_insertCircleCell(t,e,r,n,i,a){this.circleCells[i].push(a)}_query(t,e,r,n,i,a,o){if(r<0||t>this.width||n<0||e>this.height)return[];const s=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return[{key:null,x1:t,y1:e,x2:r,y2:n}];for(let t=0;t<this.boxKeys.length;t++)s.push({key:this.boxKeys[t],x1:this.bboxes[4*t],y1:this.bboxes[4*t+1],x2:this.bboxes[4*t+2],y2:this.bboxes[4*t+3]});for(let t=0;t<this.circleKeys.length;t++){const e=this.circles[3*t],r=this.circles[3*t+1],n=this.circles[3*t+2];s.push({key:this.circleKeys[t],x1:e-n,y1:r-n,x2:e+n,y2:r+n})}}else{const l={hitTest:i,overlapMode:a,seenUids:{box:{},circle:{}}};this._forEachCell(t,e,r,n,this._queryCell,s,l,o)}return s}query(t,e,r,n){return this._query(t,e,r,n,!1,null)}hitTest(t,e,r,n,i,a){return this._query(t,e,r,n,!0,i,a).length>0}hitTestCircle(t,e,r,n,i){const a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!1;const c=[],u={hitTest:!0,overlapMode:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),c.length>0}_queryCell(t,e,r,n,i,a,o,s){const{seenUids:l,hitTest:c,overlapMode:u}=o,h=this.boxCells[i];if(null!==h){const i=this.bboxes;for(const o of h)if(!l.box[o]){l.box[o]=!0;const h=4*o,f=this.boxKeys[o];if(t<=i[h+2]&&e<=i[h+3]&&r>=i[h+0]&&n>=i[h+1]&&(!s||s(f))&&(!c||!vt(u,f.overlapMode))&&(a.push({key:f,x1:i[h],y1:i[h+1],x2:i[h+2],y2:i[h+3]}),c))return!0}}const f=this.circleCells[i];if(null!==f){const i=this.circles;for(const o of f)if(!l.circle[o]){l.circle[o]=!0;const h=3*o,f=this.circleKeys[o];if(this._circleAndRectCollide(i[h],i[h+1],i[h+2],t,e,r,n)&&(!s||s(f))&&(!c||!vt(u,f.overlapMode))){const t=i[h],e=i[h+1],r=i[h+2];if(a.push({key:f,x1:t-r,y1:e-r,x2:t+r,y2:e+r}),c)return!0}}}return!1}_queryCellCircle(t,e,r,n,i,a,o,s){const{circle:l,seenUids:c,overlapMode:u}=o,h=this.boxCells[i];if(null!==h){const t=this.bboxes;for(const e of h)if(!c.box[e]){c.box[e]=!0;const r=4*e,n=this.boxKeys[e];if(this._circleAndRectCollide(l.x,l.y,l.radius,t[r+0],t[r+1],t[r+2],t[r+3])&&(!s||s(n))&&!vt(u,n.overlapMode))return a.push(!0),!0}}const f=this.circleCells[i];if(null!==f){const t=this.circles;for(const e of f)if(!c.circle[e]){c.circle[e]=!0;const r=3*e,n=this.circleKeys[e];if(this._circlesCollide(t[r],t[r+1],t[r+2],l.x,l.y,l.radius)&&(!s||s(n))&&!vt(u,n.overlapMode))return a.push(!0),!0}}}_forEachCell(t,e,r,n,i,a,o,s){const l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n);for(let f=l;f<=u;f++)for(let l=c;l<=h;l++){const c=this.xCellCount*l+f;if(i.call(this,t,e,r,n,c,a,o,s))return}}_convertToXCellCoord(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))}_convertToYCellCoord(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))}_circlesCollide(t,e,r,n,i,a){const o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s}_circleAndRectCollide(t,e,r,n,i,a,o){const s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;const c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;const h=l-s,f=u-c;return h*h+f*f<=r*r}}function _t(t,r,n,i,a){const o=e.H();return r?(e.K(o,o,[1/a,1/a,1]),n||e.ae(o,o,i.angle)):e.L(o,i.labelPlaneMatrix,t),o}function bt(t,r,n,i,a){if(r){const r=e.af(t);return e.K(r,r,[a,a,1]),n||e.ae(r,r,-i.angle),r}return i.glCoordMatrix}function wt(t,r,n){let i;n?(i=[t.x,t.y,n(t.x,t.y),1],e.ag(i,i,r)):(i=[t.x,t.y,0,1],function(t,e,r){const n=e[0],i=e[1];t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15]}(i,i,r));const a=i[3];return{point:new e.P(i[0]/a,i[1]/a),signedDistanceFromCamera:a,isOccluded:!1}}function Tt(t,e){return.5+t/e*.5}function kt(t,e){return t.x>=-e[0]&&t.x<=e[0]&&t.y>=-e[1]&&t.y<=e[1]}function At(t,r,n,i,a,o,s,l,c,u,h,f,p,d,m){const g=i?t.textSizeData:t.iconSizeData,y=e.ah(g,n.transform.zoom),v=[256/n.width*2+1,256/n.height*2+1],x=i?t.text.dynamicLayoutVertexArray:t.icon.dynamicLayoutVertexArray;x.clear();const _=t.lineVertexArray,b=i?t.text.placedSymbolArray:t.icon.placedSymbolArray,w=n.transform.width/n.transform.height;let T=!1;for(let i=0;i<b.length;i++){const k=b.get(i);if(k.hidden||k.writingMode===e.ai.vertical&&!T){Rt(k.numGlyphs,x);continue}T=!1;const A=wt(new e.P(k.anchorX,k.anchorY),r,m);if(!kt(A.point,v)){Rt(k.numGlyphs,x);continue}const M=A.signedDistanceFromCamera,S=Tt(n.transform.cameraToCenterDistance,M),E=e.aj(g,y,k),C=s?E/S:E*S,L={getElevation:m,labelPlaneMatrix:a,lineVertexArray:_,pitchWithMap:s,projectionCache:{projections:{},offsets:{},cachedAnchorPoint:void 0,anyProjectionOccluded:!1},projection:u,tileAnchorPoint:new e.P(k.anchorX,k.anchorY),unwrappedTileID:h,width:f,height:p,translation:d},I=Et(L,k,C,!1,l,r,o,t.glyphOffsetArray,x,w,c);T=I.useVertical,(I.notEnoughRoom||T||I.needsFlipping&&Et(L,k,C,!0,l,r,o,t.glyphOffsetArray,x,w,c).notEnoughRoom)&&Rt(k.numGlyphs,x)}i?t.text.dynamicLayoutVertexBuffer.updateData(x):t.icon.dynamicLayoutVertexBuffer.updateData(x)}function Mt(t,e,r,n,i,a,o,s){const l=a.glyphStartIndex+a.numGlyphs,c=a.lineStartIndex,u=a.lineStartIndex+a.lineLength,h=e.getoffsetX(a.glyphStartIndex),f=e.getoffsetX(l-1),p=Ot(t*h,r,n,i,a.segment,c,u,s,o);if(!p)return null;const d=Ot(t*f,r,n,i,a.segment,c,u,s,o);return d?s.projectionCache.anyProjectionOccluded?null:{first:p,last:d}:null}function St(t,r,n,i){return t===e.ai.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(t===e.ai.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function Et(t,r,n,i,a,o,s,l,c,u,h){const f=n/24,p=r.lineOffsetX*f,d=r.lineOffsetY*f;let m;if(r.numGlyphs>1){const e=r.glyphStartIndex+r.numGlyphs,n=r.lineStartIndex,o=r.lineStartIndex+r.lineLength,c=Mt(f,l,p,d,i,r,h,t);if(!c)return{notEnoughRoom:!0};const g=wt(c.first.point,s,t.getElevation).point,y=wt(c.last.point,s,t.getElevation).point;if(a&&!i){const t=St(r.writingMode,g,y,u);if(t)return t}m=[c.first];for(let a=r.glyphStartIndex+1;a<e-1;a++)m.push(Ot(f*l.getoffsetX(a),p,d,i,r.segment,n,o,t,h));m.push(c.last)}else{if(a&&!i){const n=wt(t.tileAnchorPoint,o,t.getElevation).point,i=r.lineStartIndex+r.segment+1,a=new e.P(t.lineVertexArray.getx(i),t.lineVertexArray.gety(i)),s=wt(a,o,t.getElevation),l=s.signedDistanceFromCamera>0?s.point:function(t,e,r,n,i,a){return Ct(t,e,r,n,i,a)}(t.tileAnchorPoint,a,n,1,o,t),c=St(r.writingMode,n,l,u);if(c)return c}const n=Ot(f*l.getoffsetX(r.glyphStartIndex),p,d,i,r.segment,r.lineStartIndex,r.lineStartIndex+r.lineLength,t,h);if(!n||t.projectionCache.anyProjectionOccluded)return{notEnoughRoom:!0};m=[n]}for(const t of m)e.ak(c,t.point,t.angle);return{}}function Ct(t,e,r,n,i,a){const o=t.add(t.sub(e)._unit()),s=void 0!==i?wt(o,i,a.getElevation).point:It(o.x,o.y,a).point,l=r.sub(s);return r.add(l._mult(n/l.mag()))}function Lt(t,r,n){const i=r.projectionCache;if(i.projections[t])return i.projections[t];const a=new e.P(r.lineVertexArray.getx(t),r.lineVertexArray.gety(t)),o=It(a.x,a.y,r);if(o.signedDistanceFromCamera>0)return i.projections[t]=o.point,i.anyProjectionOccluded=i.anyProjectionOccluded||o.isOccluded,o.point;const s=t-n.direction,l=0===n.distanceFromAnchor?r.tileAnchorPoint:new e.P(r.lineVertexArray.getx(s),r.lineVertexArray.gety(s)),c=n.absOffsetX-n.distanceFromAnchor+1;return function(t,e,r,n,i){return Ct(t,e,r,n,void 0,i)}(l,a,n.previousVertex,c,r)}function It(t,r,n){const i=t+n.translation[0],a=r+n.translation[1];let o;return!n.pitchWithMap&&n.projection.useSpecialProjectionForSymbols?(o=n.projection.projectTileCoordinates(i,a,n.unwrappedTileID,n.getElevation),o.point.x=(.5*o.point.x+.5)*n.width,o.point.y=(.5*-o.point.y+.5)*n.height):(o=wt(new e.P(i,a),n.labelPlaneMatrix,n.getElevation),o.isOccluded=!1),o}function Pt(t,e,r){return t._unit()._perp()._mult(e*r)}function zt(t,r,n,i,a,o,s,l,c){if(l.projectionCache.offsets[t])return l.projectionCache.offsets[t];const u=n.add(r);if(t+c.direction<i||t+c.direction>=a)return l.projectionCache.offsets[t]=u,u;const h=Lt(t+c.direction,l,c),f=Pt(h.sub(n),s,c.direction),p=n.add(f),d=h.add(f);return l.projectionCache.offsets[t]=e.al(o,u,p,d)||u,l.projectionCache.offsets[t]}function Ot(t,e,r,n,i,a,o,s,l){const c=n?t-e:t+e;let u=c>0?1:-1,h=0;n&&(u*=-1,h=Math.PI),u<0&&(h+=Math.PI);let f,p=u>0?a+i:a+i+1;s.projectionCache.cachedAnchorPoint?f=s.projectionCache.cachedAnchorPoint:(f=It(s.tileAnchorPoint.x,s.tileAnchorPoint.y,s).point,s.projectionCache.cachedAnchorPoint=f);let d,m,g=f,y=f,v=0,x=0;const _=Math.abs(c),b=[];let w;for(;v+x<=_;){if(p+=u,p<a||p>=o)return null;v+=x,y=g,m=d;const t={absOffsetX:_,direction:u,distanceFromAnchor:v,previousVertex:y};if(g=Lt(p,s,t),0===r)b.push(y),w=g.sub(y);else{let e;const n=g.sub(y);e=0===n.mag()?Pt(Lt(p+u,s,t).sub(g),r,u):Pt(n,r,u),m||(m=y.add(e)),d=zt(p,e,g,a,o,m,r,s,t),b.push(m),w=d.sub(m)}x=w.mag()}const T=(_-v)/x,k=w._mult(T)._add(m||y),A=h+Math.atan2(g.y-y.y,g.x-y.x);return b.push(k),{point:k,angle:l?A:0,path:b}}const Dt=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function Rt(t,e){for(let r=0;r<t;r++){const t=e.length;e.resize(t+4),e.float32.set(Dt,3*t)}}const Ft=100;class Bt{constructor(t,e,r=new xt(t.width+200,t.height+200,25),n=new xt(t.width+200,t.height+200,25)){this.transform=t,this.mapProjection=e,this.grid=r,this.ignoredGrid=n,this.pitchFactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+Ft,this.screenBottomBoundary=t.height+Ft,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200,this.perspectiveRatioCutoff=.6}placeCollisionBox(t,e,r,n,i,a,o,s,l,c,u){const h=t.anchorPointX+s[0],f=t.anchorPointY+s[1],p=this.projectAndGetPerspectiveRatio(n,h,f,i,c),d=this._projectCollisionBox(t,r,n,i,a,o,s,p,c,u),[m,g,y,v]=d.box;return this.mapProjection.useSpecialProjectionForSymbols&&(a?d.allPointsOccluded:this.mapProjection.isOccluded(h,f,i))||p.perspectiveRatio<this.perspectiveRatioCutoff||!this.isInsideGrid(m,g,y,v)||\"always\"!==e&&this.grid.hitTest(m,g,y,v,e,l)?{box:[m,g,y,v],placeable:!1,offscreen:!1}:{box:[m,g,y,v],placeable:!0,offscreen:this.isOffscreen(m,g,y,v)}}placeCollisionCircles(t,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g){const y=[],v=new e.P(r.anchorX,r.anchorY),x=this.getPerspectiveRatio(o,v.x,v.y,s,g),_=(h?a/x:a*x)/e.aq,b=r.lineOffsetX*_,w=r.lineOffsetY*_,T={getElevation:g,labelPlaneMatrix:l,lineVertexArray:n,pitchWithMap:h,projectionCache:{projections:{},offsets:{},cachedAnchorPoint:void 0,anyProjectionOccluded:!1},projection:this.mapProjection,tileAnchorPoint:v,unwrappedTileID:s,width:this.transform.width,height:this.transform.height,translation:m},k=Mt(_,i,b,w,!1,r,!1,T);let A=!1,M=!1,S=!0;if(k){const r=.5*p*x+d,n=new e.P(-100,-100),i=new e.P(this.screenRightBoundary,this.screenBottomBoundary),a=new yt,o=k.first,s=k.last;let l=[];for(let t=o.path.length-1;t>=1;t--)l.push(o.path[t]);for(let t=1;t<s.path.length;t++)l.push(s.path[t]);const h=2.5*r;if(c){const t=this.projectPathToScreenSpace(l,T,c);l=t.some((t=>t.signedDistanceFromCamera<=0))?[]:t.map((t=>t.point))}let m=[];if(l.length>0){const t=l[0].clone(),r=l[0].clone();for(let e=1;e<l.length;e++)t.x=Math.min(t.x,l[e].x),t.y=Math.min(t.y,l[e].y),r.x=Math.max(r.x,l[e].x),r.y=Math.max(r.y,l[e].y);m=t.x>=n.x&&r.x<=i.x&&t.y>=n.y&&r.y<=i.y?[l]:r.x<n.x||t.x>i.x||r.y<n.y||t.y>i.y?[]:e.am([l],n.x,n.y,i.x,i.y)}for(const e of m){a.reset(e,.25*r);let n=0;n=a.length<=.5*r?1:Math.ceil(a.paddedLength/h)+1;for(let e=0;e<n;e++){const i=e/Math.max(n-1,1),o=a.lerp(i),s=o.x+Ft,l=o.y+Ft;y.push(s,l,r,0);const c=s-r,h=l-r,p=s+r,d=l+r;if(S=S&&this.isOffscreen(c,h,p,d),M=M||this.isInsideGrid(c,h,p,d),\"always\"!==t&&this.grid.hitTestCircle(s,l,r,t,f)&&(A=!0,!u))return{circles:[],offscreen:!1,collisionDetected:A}}}}return{circles:!u&&A||!M||x<this.perspectiveRatioCutoff?[]:y,offscreen:S,collisionDetected:A}}projectPathToScreenSpace(t,e,r){return t.map((t=>wt(t,r,e.getElevation)))}queryRenderedSymbols(t){if(0===t.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};const r=[];let n=1/0,i=1/0,a=-1/0,o=-1/0;for(const s of t){const t=new e.P(s.x+Ft,s.y+Ft);n=Math.min(n,t.x),i=Math.min(i,t.y),a=Math.max(a,t.x),o=Math.max(o,t.y),r.push(t)}const s=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o)),l={},c={};for(const t of s){const n=t.key;if(void 0===l[n.bucketInstanceId]&&(l[n.bucketInstanceId]={}),l[n.bucketInstanceId][n.featureIndex])continue;const i=[new e.P(t.x1,t.y1),new e.P(t.x2,t.y1),new e.P(t.x2,t.y2),new e.P(t.x1,t.y2)];e.an(r,i)&&(l[n.bucketInstanceId][n.featureIndex]=!0,void 0===c[n.bucketInstanceId]&&(c[n.bucketInstanceId]=[]),c[n.bucketInstanceId].push(n.featureIndex))}return c}insertCollisionBox(t,e,r,n,i,a){const o={bucketInstanceId:n,featureIndex:i,collisionGroupID:a,overlapMode:e};(r?this.ignoredGrid:this.grid).insert(o,t[0],t[1],t[2],t[3])}insertCollisionCircles(t,e,r,n,i,a){const o=r?this.ignoredGrid:this.grid,s={bucketInstanceId:n,featureIndex:i,collisionGroupID:a,overlapMode:e};for(let e=0;e<t.length;e+=4)o.insertCircle(s,t[e],t[e+1],t[e+2])}projectAndGetPerspectiveRatio(t,r,n,i,a){const o=this.mapProjection.useSpecialProjectionForSymbols?this.mapProjection.projectTileCoordinates(r,n,i,a):wt(new e.P(r,n),t,a);return{point:new e.P((o.point.x+1)/2*this.transform.width+Ft,(1-o.point.y)/2*this.transform.height+Ft),perspectiveRatio:.5+this.transform.cameraToCenterDistance/o.signedDistanceFromCamera*.5,isOccluded:o.isOccluded,signedDistanceFromCamera:o.signedDistanceFromCamera}}getPerspectiveRatio(t,r,n,i,a){const o=this.mapProjection.useSpecialProjectionForSymbols?this.mapProjection.projectTileCoordinates(r,n,i,a):wt(new e.P(r,n),t,a);return.5+this.transform.cameraToCenterDistance/o.signedDistanceFromCamera*.5}isOffscreen(t,e,r,n){return r<Ft||t>=this.screenRightBoundary||n<Ft||e>this.screenBottomBoundary}isInsideGrid(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary}getViewportMatrix(){const t=e.ao([]);return e.J(t,t,[-100,-100,0]),t}_projectCollisionBox(t,r,n,i,a,o,s,l,c,u){const h=r*l.perspectiveRatio;let f=new e.P(1,0),p=new e.P(0,1);const d=new e.P(t.anchorPointX+s[0],t.anchorPointY+s[1]);if(o&&!a){const t=this.projectAndGetPerspectiveRatio(n,d.x+1,d.y,i,c).point.sub(l.point).unit(),r=Math.atan(t.y/t.x)+(t.x<0?Math.PI:0),a=Math.sin(r),o=Math.cos(r);f=new e.P(o,a),p=new e.P(-a,o)}else if(!o&&a){const t=-this.transform.angle,r=Math.sin(t),n=Math.cos(t);f=new e.P(n,r),p=new e.P(-r,n)}let m=l.point,g=h;if(a){m=d;const t=this.transform.zoom-Math.floor(this.transform.zoom);if(g=Math.pow(2,-t),g*=this.mapProjection.getPitchedTextCorrection(this.transform,d,i),!u){const t=l.signedDistanceFromCamera/this.transform.cameraToCenterDistance;g*=e.ad(.5+.5*t,0,4)}}u&&(m=m.add(f.mult(u.x*g)).add(p.mult(u.y*g)));const y=t.x1*g,v=t.x2*g,x=(y+v)/2,_=t.y1*g,b=t.y2*g,w=(_+b)/2,T=[{offsetX:y,offsetY:_},{offsetX:x,offsetY:_},{offsetX:v,offsetY:_},{offsetX:v,offsetY:w},{offsetX:v,offsetY:b},{offsetX:x,offsetY:b},{offsetX:y,offsetY:b},{offsetX:y,offsetY:w}];let k=[];for(const{offsetX:t,offsetY:r}of T)k.push(new e.P(m.x+f.x*t+p.x*r,m.y+f.y*t+p.y*r));let A=!1;if(a){const t=k.map((t=>this.projectAndGetPerspectiveRatio(n,t.x,t.y,i,c)));A=t.some((t=>!t.isOccluded)),k=t.map((t=>t.point))}else A=!0;return{box:e.ap(k),allPointsOccluded:!A}}}function Nt(t,r,n){return r*(e.X/(t.tileSize*Math.pow(2,n-t.tileID.overscaledZ)))}class jt{constructor(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r}isHidden(){return 0===this.opacity&&!this.placed}}class Ut{constructor(t,e,r,n,i){this.text=new jt(t?t.text:null,e,r,i),this.icon=new jt(t?t.icon:null,e,n,i)}isHidden(){return this.text.isHidden()&&this.icon.isHidden()}}class Vt{constructor(t,e,r){this.text=t,this.icon=e,this.skipFade=r}}class qt{constructor(){this.invProjMatrix=e.H(),this.viewportMatrix=e.H(),this.circles=[]}}class Ht{constructor(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i}}class Gt{constructor(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}}get(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){const e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:t=>t.collisionGroupID===e}}return this.collisionGroups[t]}}function Zt(t,r,n,i,a){const{horizontalAlign:o,verticalAlign:s}=e.av(t),l=-(o-.5)*r,c=-(s-.5)*n;return new e.P(l+i[0]*a,c+i[1]*a)}class Wt{constructor(t,e,r,n,i,a){this.transform=t.clone(),this.terrain=r,this.collisionIndex=new Bt(this.transform,e),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=n,this.retainedQueryData={},this.collisionGroups=new Gt(i),this.collisionCircleArrays={},this.collisionBoxArrays=new Map,this.prevPlacement=a,a&&(a.prevPlacement=void 0),this.placedOrientations={}}_getTerrainElevationFunc(t){const e=this.terrain;return e?(r,n)=>e.getElevation(t,r,n):null}getBucketParts(t,r,n,i){const a=n.getBucket(r),o=n.latestFeatureIndex;if(!a||!o||r.id!==a.layerIds[0])return;const s=n.collisionBoxArray,l=a.layers[0].layout,c=a.layers[0].paint,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),h=n.tileSize/e.X,f=n.tileID.toUnwrapped(),p=this.transform.calculatePosMatrix(f),d=\"map\"===l.get(\"text-pitch-alignment\"),m=\"map\"===l.get(\"text-rotation-alignment\"),g=Nt(n,1,this.transform.zoom),y=this.collisionIndex.mapProjection.translatePosition(this.transform,n,c.get(\"text-translate\"),c.get(\"text-translate-anchor\")),v=this.collisionIndex.mapProjection.translatePosition(this.transform,n,c.get(\"icon-translate\"),c.get(\"icon-translate-anchor\")),x=_t(p,d,m,this.transform,g);let _=null;if(d){const t=bt(p,d,m,this.transform,g);_=e.L([],this.transform.labelPlaneMatrix,t)}this.retainedQueryData[a.bucketInstanceId]=new Ht(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);const b={bucket:a,layout:l,translationText:y,translationIcon:v,posMatrix:p,unwrappedTileID:f,textLabelPlaneMatrix:x,labelToScreenMatrix:_,scale:u,textPixelRatio:h,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:e.ah(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(const e of a.sortKeyRanges){const{sortKey:r,symbolInstanceStart:n,symbolInstanceEnd:i}=e;t.push({sortKey:r,symbolInstanceStart:n,symbolInstanceEnd:i,parameters:b})}else t.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:b})}attemptAnchorPlacement(t,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y,v,x){const _=e.ar[t.textAnchor],b=[t.textOffset0,t.textOffset1],w=Zt(_,n,i,b,a),T=this.collisionIndex.placeCollisionBox(r,f,l,c,u,s,o,g,h.predicate,x,w);if((!v||this.collisionIndex.placeCollisionBox(v,f,l,c,u,s,o,y,h.predicate,x,w).placeable)&&T.placeable){let t;if(this.prevPlacement&&this.prevPlacement.variableOffsets[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID].text&&(t=this.prevPlacement.variableOffsets[p.crossTileID].anchor),0===p.crossTileID)throw new Error(\"symbolInstance.crossTileID can't be 0\");return this.variableOffsets[p.crossTileID]={textOffset:b,width:n,height:i,anchor:_,textBoxScale:a,prevAnchor:t},this.markUsedJustification(d,_,p,m),d.allowVerticalPlacement&&(this.markUsedOrientation(d,m,p),this.placedOrientations[p.crossTileID]=m),{shift:w,placedGlyphBoxes:T}}}placeLayerBucketPart(t,r,n){const{bucket:i,layout:a,translationText:o,translationIcon:s,posMatrix:l,unwrappedTileID:c,textLabelPlaneMatrix:u,labelToScreenMatrix:h,textPixelRatio:f,holdingForFade:p,collisionBoxArray:d,partiallyEvaluatedTextSize:m,collisionGroup:g}=t.parameters,y=a.get(\"text-optional\"),v=a.get(\"icon-optional\"),x=e.as(a,\"text-overlap\",\"text-allow-overlap\"),_=\"always\"===x,b=e.as(a,\"icon-overlap\",\"icon-allow-overlap\"),w=\"always\"===b,T=\"map\"===a.get(\"text-rotation-alignment\"),k=\"map\"===a.get(\"text-pitch-alignment\"),A=\"none\"!==a.get(\"icon-text-fit\"),M=\"viewport-y\"===a.get(\"symbol-z-order\"),S=_&&(w||!i.hasIconData()||v),E=w&&(_||!i.hasTextData()||y);!i.collisionArrays&&d&&i.deserializeCollisionBoxes(d);const C=this.retainedQueryData[i.bucketInstanceId].tileID,L=this._getTerrainElevationFunc(C),I=(t,d,w)=>{var M,C;if(r[t.crossTileID])return;if(p)return void(this.placements[t.crossTileID]=new Vt(!1,!1,!1));let I=!1,P=!1,z=!0,O=null,D={box:null,placeable:!1,offscreen:null},R={box:null,placeable:!1,offscreen:null},F=null,B=null,N=null,j=0,U=0,V=0;d.textFeatureIndex?j=d.textFeatureIndex:t.useRuntimeCollisionCircles&&(j=t.featureIndex),d.verticalTextFeatureIndex&&(U=d.verticalTextFeatureIndex);const q=d.textBox;if(q){const r=r=>{let n=e.ai.horizontal;if(i.allowVerticalPlacement&&!r&&this.prevPlacement){const e=this.prevPlacement.placedOrientations[t.crossTileID];e&&(this.placedOrientations[t.crossTileID]=e,n=e,this.markUsedOrientation(i,n,t))}return n},a=(r,n)=>{if(i.allowVerticalPlacement&&t.numVerticalGlyphVertices>0&&d.verticalTextBox){for(const t of i.writingModes)if(t===e.ai.vertical?(D=n(),R=D):D=r(),D&&D.placeable)break}else D=r()},u=t.textAnchorOffsetStartIndex,h=t.textAnchorOffsetEndIndex;if(h===u){const n=(e,r)=>{const n=this.collisionIndex.placeCollisionBox(e,x,f,l,c,k,T,o,g.predicate,L);return n&&n.placeable&&(this.markUsedOrientation(i,r,t),this.placedOrientations[t.crossTileID]=r),n};a((()=>n(q,e.ai.horizontal)),(()=>{const r=d.verticalTextBox;return i.allowVerticalPlacement&&t.numVerticalGlyphVertices>0&&r?n(r,e.ai.vertical):{box:null,offscreen:null}})),r(D&&D.placeable)}else{let p=e.ar[null===(C=null===(M=this.prevPlacement)||void 0===M?void 0:M.variableOffsets[t.crossTileID])||void 0===C?void 0:C.anchor];const m=(r,a,d)=>{const m=r.x2-r.x1,y=r.y2-r.y1,v=t.textBoxScale,_=A&&\"never\"===b?a:null;let w=null,M=\"never\"===x?1:2,S=\"never\";p&&M++;for(let e=0;e<M;e++){for(let e=u;e<h;e++){const n=i.textAnchorOffsets.get(e);if(p&&n.textAnchor!==p)continue;const a=this.attemptAnchorPlacement(n,r,m,y,v,T,k,f,l,c,g,S,t,i,d,o,s,_,L);if(a&&(w=a.placedGlyphBoxes,w&&w.placeable))return I=!0,O=a.shift,w}p?p=null:S=x}return n&&!w&&(w={box:this.collisionIndex.placeCollisionBox(q,\"always\",f,l,c,k,T,o,g.predicate,L,new e.P(0,0)).box,offscreen:!1,placeable:!1}),w};a((()=>m(q,d.iconBox,e.ai.horizontal)),(()=>{const r=d.verticalTextBox,n=D&&D.placeable;return i.allowVerticalPlacement&&!n&&t.numVerticalGlyphVertices>0&&r?m(r,d.verticalIconBox,e.ai.vertical):{box:null,occluded:!0,offscreen:null}})),D&&(I=D.placeable,z=D.offscreen);const y=r(D&&D.placeable);if(!I&&this.prevPlacement){const e=this.prevPlacement.variableOffsets[t.crossTileID];e&&(this.variableOffsets[t.crossTileID]=e,this.markUsedJustification(i,e.anchor,t,y))}}}if(F=D,I=F&&F.placeable,z=F&&F.offscreen,t.useRuntimeCollisionCircles){const r=i.text.placedSymbolArray.get(t.centerJustifiedTextSymbolIndex),s=e.aj(i.textSizeData,m,r),f=a.get(\"text-padding\"),p=t.collisionCircleDiameter;B=this.collisionIndex.placeCollisionCircles(x,r,i.lineVertexArray,i.glyphOffsetArray,s,l,c,u,h,n,k,g.predicate,p,f,o,L),B.circles.length&&B.collisionDetected&&!n&&e.w(\"Collisions detected, but collision boxes are not shown\"),I=_||B.circles.length>0&&!B.collisionDetected,z=z&&B.offscreen}if(d.iconFeatureIndex&&(V=d.iconFeatureIndex),d.iconBox){const t=t=>this.collisionIndex.placeCollisionBox(t,b,f,l,c,k,T,s,g.predicate,L,A&&O?O:void 0);R&&R.placeable&&d.verticalIconBox?(N=t(d.verticalIconBox),P=N.placeable):(N=t(d.iconBox),P=N.placeable),z=z&&N.offscreen}const H=y||0===t.numHorizontalGlyphVertices&&0===t.numVerticalGlyphVertices,G=v||0===t.numIconVertices;H||G?G?H||(P=P&&I):I=P&&I:P=I=P&&I;const Z=I&&F.placeable,W=P&&N.placeable;if(Z&&(R&&R.placeable&&U?this.collisionIndex.insertCollisionBox(F.box,x,a.get(\"text-ignore-placement\"),i.bucketInstanceId,U,g.ID):this.collisionIndex.insertCollisionBox(F.box,x,a.get(\"text-ignore-placement\"),i.bucketInstanceId,j,g.ID)),W&&this.collisionIndex.insertCollisionBox(N.box,b,a.get(\"icon-ignore-placement\"),i.bucketInstanceId,V,g.ID),B&&I&&this.collisionIndex.insertCollisionCircles(B.circles,x,a.get(\"text-ignore-placement\"),i.bucketInstanceId,j,g.ID),n&&this.storeCollisionData(i.bucketInstanceId,w,d,F,N,B),0===t.crossTileID)throw new Error(\"symbolInstance.crossTileID can't be 0\");if(0===i.bucketInstanceId)throw new Error(\"bucket.bucketInstanceId can't be 0\");this.placements[t.crossTileID]=new Vt(I||S,P||E,z||i.justReloaded),r[t.crossTileID]=!0};if(M){if(0!==t.symbolInstanceStart)throw new Error(\"bucket.bucketInstanceId should be 0\");const e=i.getSortedSymbolIndexes(this.transform.angle);for(let t=e.length-1;t>=0;--t){const r=e[t];I(i.symbolInstances.get(r),i.collisionArrays[r],r)}}else for(let e=t.symbolInstanceStart;e<t.symbolInstanceEnd;e++)I(i.symbolInstances.get(e),i.collisionArrays[e],e);if(n&&i.bucketInstanceId in this.collisionCircleArrays){const t=this.collisionCircleArrays[i.bucketInstanceId];e.at(t.invProjMatrix,l),t.viewportMatrix=this.collisionIndex.getViewportMatrix()}i.justReloaded=!1}storeCollisionData(t,e,r,n,i,a){if(r.textBox||r.iconBox){let a,o;this.collisionBoxArrays.has(t)?a=this.collisionBoxArrays.get(t):(a=new Map,this.collisionBoxArrays.set(t,a)),a.has(e)?o=a.get(e):(o={text:null,icon:null},a.set(e,o)),r.textBox&&(o.text=n.box),r.iconBox&&(o.icon=i.box)}if(a){let e=this.collisionCircleArrays[t];void 0===e&&(e=this.collisionCircleArrays[t]=new qt);for(let t=0;t<a.circles.length;t+=4)e.circles.push(a.circles[t+0]),e.circles.push(a.circles[t+1]),e.circles.push(a.circles[t+2]),e.circles.push(a.collisionDetected?1:0)}}markUsedJustification(t,r,n,i){const a={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};let o;o=i===e.ai.vertical?n.verticalPlacedTextSymbolIndex:a[e.au(r)];const s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];for(const e of s)e>=0&&(t.text.placedSymbolArray.get(e).crossTileID=o>=0&&e!==o?0:n.crossTileID)}markUsedOrientation(t,r,n){const i=r===e.ai.horizontal||r===e.ai.horizontalOnly?r:0,a=r===e.ai.vertical?r:0,o=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];for(const e of o)t.text.placedSymbolArray.get(e).placedOrientation=i;n.verticalPlacedTextSymbolIndex&&(t.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)}commit(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;const e=this.prevPlacement;let r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;const n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(const t in this.placements){const e=this.placements[t],a=i[t];a?(this.opacities[t]=new Ut(a,n,e.text,e.icon),r=r||e.text!==a.text.placed||e.icon!==a.icon.placed):(this.opacities[t]=new Ut(null,n,e.text,e.icon,e.skipFade),r=r||e.text||e.icon)}for(const t in i){const e=i[t];if(!this.opacities[t]){const i=new Ut(e,n,!1,!1);i.isHidden()||(this.opacities[t]=i,r=r||e.text.placed||e.icon.placed)}}for(const t in a)this.variableOffsets[t]||!this.opacities[t]||this.opacities[t].isHidden()||(this.variableOffsets[t]=a[t]);for(const t in o)this.placedOrientations[t]||!this.opacities[t]||this.opacities[t].isHidden()||(this.placedOrientations[t]=o[t]);if(e&&void 0===e.lastPlacementChangeTime)throw new Error(\"Last placement time for previous placement is not defined\");r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)}updateLayerOpacities(t,e){const r={};for(const n of e){const e=n.getBucket(t);e&&n.latestFeatureIndex&&t.id===e.layerIds[0]&&this.updateBucketOpacities(e,n.tileID,r,n.collisionBoxArray)}}updateBucketOpacities(t,r,n,i){t.hasTextData()&&(t.text.opacityVertexArray.clear(),t.text.hasVisibleVertices=!1),t.hasIconData()&&(t.icon.opacityVertexArray.clear(),t.icon.hasVisibleVertices=!1),t.hasIconCollisionBoxData()&&t.iconCollisionBox.collisionVertexArray.clear(),t.hasTextCollisionBoxData()&&t.textCollisionBox.collisionVertexArray.clear();const a=t.layers[0],o=a.layout,s=new Ut(null,0,!1,!1,!0),l=o.get(\"text-allow-overlap\"),c=o.get(\"icon-allow-overlap\"),u=a._unevaluatedLayout.hasValue(\"text-variable-anchor\")||a._unevaluatedLayout.hasValue(\"text-variable-anchor-offset\"),h=\"map\"===o.get(\"text-rotation-alignment\"),f=\"map\"===o.get(\"text-pitch-alignment\"),p=\"none\"!==o.get(\"icon-text-fit\"),d=new Ut(null,0,l&&(c||!t.hasIconData()||o.get(\"icon-optional\")),c&&(l||!t.hasTextData()||o.get(\"text-optional\")),!0);!t.collisionArrays&&i&&(t.hasIconCollisionBoxData()||t.hasTextCollisionBoxData())&&t.deserializeCollisionBoxes(i);const m=(t,e,r)=>{for(let n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r);t.hasVisibleVertices=t.hasVisibleVertices||r!==ne},g=this.collisionBoxArrays.get(t.bucketInstanceId);for(let r=0;r<t.symbolInstances.length;r++){const i=t.symbolInstances.get(r),{numHorizontalGlyphVertices:a,numVerticalGlyphVertices:o,crossTileID:l}=i,c=n[l];let y=this.opacities[l];c?y=s:y||(y=d,this.opacities[l]=y),n[l]=!0;const v=a>0||o>0,x=i.numIconVertices>0,_=this.placedOrientations[i.crossTileID],b=_===e.ai.vertical,w=_===e.ai.horizontal||_===e.ai.horizontalOnly;if(v){const e=re(y.text),r=b?ne:e;m(t.text,a,r);const n=w?ne:e;m(t.text,o,n);const s=y.text.isHidden();[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((e=>{e>=0&&(t.text.placedSymbolArray.get(e).hidden=s||b?1:0)})),i.verticalPlacedTextSymbolIndex>=0&&(t.text.placedSymbolArray.get(i.verticalPlacedTextSymbolIndex).hidden=s||w?1:0);const l=this.variableOffsets[i.crossTileID];l&&this.markUsedJustification(t,l.anchor,i,_);const c=this.placedOrientations[i.crossTileID];c&&(this.markUsedJustification(t,\"left\",i,c),this.markUsedOrientation(t,c,i))}if(x){const e=re(y.icon),r=!(p&&i.verticalPlacedIconSymbolIndex&&b);if(i.placedIconSymbolIndex>=0){const n=r?e:ne;m(t.icon,i.numIconVertices,n),t.icon.placedSymbolArray.get(i.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(i.verticalPlacedIconSymbolIndex>=0){const n=r?ne:e;m(t.icon,i.numVerticalIconVertices,n),t.icon.placedSymbolArray.get(i.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}const T=g&&g.has(r)?g.get(r):{text:null,icon:null};if(t.hasIconCollisionBoxData()||t.hasTextCollisionBoxData()){const n=t.collisionArrays[r];if(n){let r=new e.P(0,0);if(n.textBox||n.verticalTextBox){let e=!0;if(u){const t=this.variableOffsets[l];t?(r=Zt(t.anchor,t.width,t.height,t.textOffset,t.textBoxScale),h&&r._rotate(f?this.transform.angle:-this.transform.angle)):e=!1}if(n.textBox||n.verticalTextBox){let i;n.textBox&&(i=b),n.verticalTextBox&&(i=w),Yt(t.textCollisionBox.collisionVertexArray,y.text.placed,!e||i,T.text,r.x,r.y)}}if(n.iconBox||n.verticalIconBox){const e=Boolean(!w&&n.verticalIconBox);let i;n.iconBox&&(i=e),n.verticalIconBox&&(i=!e),Yt(t.iconCollisionBox.collisionVertexArray,y.icon.placed,i,T.icon,p?r.x:0,p?r.y:0)}}}}if(t.sortFeatures(this.transform.angle),this.retainedQueryData[t.bucketInstanceId]&&(this.retainedQueryData[t.bucketInstanceId].featureSortOrder=t.featureSortOrder),t.hasTextData()&&t.text.opacityVertexBuffer&&t.text.opacityVertexBuffer.updateData(t.text.opacityVertexArray),t.hasIconData()&&t.icon.opacityVertexBuffer&&t.icon.opacityVertexBuffer.updateData(t.icon.opacityVertexArray),t.hasIconCollisionBoxData()&&t.iconCollisionBox.collisionVertexBuffer&&t.iconCollisionBox.collisionVertexBuffer.updateData(t.iconCollisionBox.collisionVertexArray),t.hasTextCollisionBoxData()&&t.textCollisionBox.collisionVertexBuffer&&t.textCollisionBox.collisionVertexBuffer.updateData(t.textCollisionBox.collisionVertexArray),t.text.opacityVertexArray.length!==t.text.layoutVertexArray.length/4)throw new Error(`bucket.text.opacityVertexArray.length (= ${t.text.opacityVertexArray.length}) !== bucket.text.layoutVertexArray.length (= ${t.text.layoutVertexArray.length}) / 4`);if(t.icon.opacityVertexArray.length!==t.icon.layoutVertexArray.length/4)throw new Error(`bucket.icon.opacityVertexArray.length (= ${t.icon.opacityVertexArray.length}) !== bucket.icon.layoutVertexArray.length (= ${t.icon.layoutVertexArray.length}) / 4`);if(t.bucketInstanceId in this.collisionCircleArrays){const e=this.collisionCircleArrays[t.bucketInstanceId];t.placementInvProjMatrix=e.invProjMatrix,t.placementViewportMatrix=e.viewportMatrix,t.collisionCircleArray=e.circles,delete this.collisionCircleArrays[t.bucketInstanceId]}}symbolFadeChange(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment}zoomAdjustment(t){return Math.max(0,(this.transform.zoom-t)/1.5)}hasTransitions(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration}stillRecent(t,e){const r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t}setStale(){this.stale=!0}}function Yt(t,e,r,n,i,a){n&&0!==n.length||(n=[0,0,0,0]);const o=n[0]-Ft,s=n[1]-Ft,l=n[2]-Ft,c=n[3]-Ft;t.emplaceBack(e?1:0,r?1:0,i||0,a||0,o,s),t.emplaceBack(e?1:0,r?1:0,i||0,a||0,l,s),t.emplaceBack(e?1:0,r?1:0,i||0,a||0,l,c),t.emplaceBack(e?1:0,r?1:0,i||0,a||0,o,c)}const Xt=Math.pow(2,25),$t=Math.pow(2,24),Jt=Math.pow(2,17),Kt=Math.pow(2,16),Qt=Math.pow(2,9),te=Math.pow(2,8),ee=Math.pow(2,1);function re(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;const e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Xt+e*$t+r*Jt+e*Kt+r*Qt+e*te+r*ee+e}const ne=0;function ie(){return{isOccluded(t,e,r){return!1},getPitchedTextCorrection(t,e,r){return 1},get useSpecialProjectionForSymbols(){return!1},projectTileCoordinates(t,e,r,n){throw new Error(\"Not implemented.\")},translatePosition(t,e,r,n){return function(t,e,r,n,i=!1){if(!r[0]&&!r[1])return[0,0];const a=i?\"map\"===n?t.angle:0:\"viewport\"===n?-t.angle:0;if(a){const t=Math.sin(a),e=Math.cos(a);r=[r[0]*e-r[1]*t,r[0]*t+r[1]*e]}return[i?r[0]:Nt(e,r[0],t.zoom),i?r[1]:Nt(e,r[1],t.zoom)]}(t,e,r,n)},getCircleRadiusCorrection(t){return 1}}}class ae{constructor(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&!t.layout.get(\"symbol-sort-key\").isConstant(),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]}continuePlacement(t,e,r,n,i){const a=this._bucketParts;for(;this._currentTileIndex<t.length;){const r=t[this._currentTileIndex];if(e.getBucketParts(a,n,r,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort(((t,e)=>t.sortKey-e.sortKey)));this._currentPartIndex<a.length;){const t=a[this._currentPartIndex];if(e.placeLayerBucketPart(t,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1}}class oe{constructor(t,e,r,n,i,a,o,s){this.placement=new Wt(t,ie(),e,a,o,s),this._currentPlacementIndex=r.length-1,this._forceFullPlacement=n,this._showCollisionBoxes=i,this._done=!1}isDone(){return this._done}continuePlacement(t,e,r){const n=a.now(),i=()=>!this._forceFullPlacement&&a.now()-n>2;for(;this._currentPlacementIndex>=0;){const n=e[t[this._currentPlacementIndex]],a=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===n.type&&(!n.minzoom||n.minzoom<=a)&&(!n.maxzoom||n.maxzoom>a)){if(this._inProgressLayer||(this._inProgressLayer=new ae(n)),this._inProgressLayer.continuePlacement(r[n.source],this.placement,this._showCollisionBoxes,n,i))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0}commit(t){return this.placement.commit(t),this.placement}}const se=512/e.X/2;class le{constructor(t,r,n){this.tileID=t,this.bucketInstanceId=n,this._symbolsByKey={};const i=new Map;for(let t=0;t<r.length;t++){const e=r.get(t),n=e.key,a=i.get(n);a?a.push(e):i.set(n,[e])}for(const[t,r]of i){const n={positions:r.map((t=>({x:Math.floor(t.anchorX*se),y:Math.floor(t.anchorY*se)}))),crossTileIDs:r.map((t=>t.crossTileID))};if(n.positions.length>128){const t=new e.aw(n.positions.length,16,Uint16Array);for(const{x:e,y:r}of n.positions)t.add(e,r);t.finish(),delete n.positions,n.index=t}this._symbolsByKey[t]=n}}getScaledCoordinates(t,r){const{x:n,y:i,z:a}=this.tileID.canonical,{x:o,y:s,z:l}=r.canonical,c=l-a,u=se/Math.pow(2,c),h=(o*e.X+t.anchorX)*u,f=(s*e.X+t.anchorY)*u,p=n*e.X*se,d=i*e.X*se;return{x:Math.floor(h-p),y:Math.floor(f-d)}}findMatches(t,e,r){const n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z);for(let i=0;i<t.length;i++){const a=t.get(i);if(a.crossTileID)continue;const o=this._symbolsByKey[a.key];if(!o)continue;const s=this.getScaledCoordinates(a,e);if(o.index){const t=o.index.range(s.x-n,s.y-n,s.x+n,s.y+n).sort();for(const e of t){const t=o.crossTileIDs[e];if(!r[t]){r[t]=!0,a.crossTileID=t;break}}}else if(o.positions)for(let t=0;t<o.positions.length;t++){const e=o.positions[t],i=o.crossTileIDs[t];if(Math.abs(e.x-s.x)<=n&&Math.abs(e.y-s.y)<=n&&!r[i]){r[i]=!0,a.crossTileID=i;break}}}}getCrossTileIDsLists(){return Object.values(this._symbolsByKey).map((({crossTileIDs:t})=>t))}}class ce{constructor(){this.maxCrossTileID=0}generate(){return++this.maxCrossTileID}}class ue{constructor(){this.indexes={},this.usedCrossTileIDs={},this.lng=0}handleWrapJump(t){const e=Math.round((t-this.lng)/360);if(0!==e)for(const t in this.indexes){const r=this.indexes[t],n={};for(const t in r){const i=r[t];i.tileID=i.tileID.unwrapTo(i.tileID.wrap+e),n[i.tileID.key]=i}this.indexes[t]=n}this.lng=t}addBucket(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(let t=0;t<e.symbolInstances.length;t++)e.symbolInstances.get(t).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});const n=this.usedCrossTileIDs[t.overscaledZ];for(const r in this.indexes){const i=this.indexes[r];if(Number(r)>t.overscaledZ)for(const r in i){const a=i[r];a.tileID.isChildOf(t)&&a.findMatches(e.symbolInstances,t,n)}else{const a=i[t.scaledTo(Number(r)).key];a&&a.findMatches(e.symbolInstances,t,n)}}for(let t=0;t<e.symbolInstances.length;t++){const i=e.symbolInstances.get(t);i.crossTileID||(i.crossTileID=r.generate(),n[i.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new le(t,e.symbolInstances,e.bucketInstanceId),!0}removeBucketCrossTileIDs(t,e){for(const r of e.getCrossTileIDsLists())for(const e of r)delete this.usedCrossTileIDs[t][e]}removeStaleBuckets(t){let e=!1;for(const r in this.indexes){const n=this.indexes[r];for(const i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e}}class he{constructor(){this.layerIndexes={},this.crossTileIDs=new ce,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}}addLayer(t,e,r){let n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new ue);let i=!1;const a={};n.handleWrapJump(r);for(const r of e){const e=r.getBucket(t);e&&t.id===e.layerIds[0]&&(e.bucketInstanceId||(e.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(r.tileID,e,this.crossTileIDs)&&(i=!0),a[e.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i}pruneUnusedLayers(t){const e={};t.forEach((t=>{e[t]=!0}));for(const t in this.layerIndexes)e[t]||delete this.layerIndexes[t]}}const fe=(t,r)=>e.t(t,r&&r.filter((t=>\"source.canvas\"!==t.identifier))),pe=e.ax();class de extends e.E{constructor(t,r={}){super(),this._rtlPluginLoaded=()=>{for(const t in this.sourceCaches){const e=this.sourceCaches[t].getSource().type;\"vector\"!==e&&\"geojson\"!==e||this.sourceCaches[t].reload()}},this.map=t,this.dispatcher=new q(V(),t._getMapId()),this.dispatcher.registerMessageHandler(\"GG\",((t,e)=>this.getGlyphs(t,e))),this.dispatcher.registerMessageHandler(\"GI\",((t,e)=>this.getImages(t,e))),this.imageManager=new k,this.imageManager.setEventedParent(this),this.glyphManager=new E(t._requestManager,r.localIdeographFontFamily),this.lineAtlas=new R(256,512),this.crossTileSymbolIndex=new he,this._spritesImagesIds={},this._layers={},this._order=[],this.sourceCaches={},this.zoomHistory=new e.ay,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"SR\",e.az()),ut().on(st,this._rtlPluginLoaded),this.on(\"data\",(t=>{if(\"source\"!==t.dataType||\"metadata\"!==t.sourceDataType)return;const e=this.sourceCaches[t.sourceId];if(!e)return;const r=e.getSource();if(r&&r.vectorLayerIds)for(const t in this._layers){const e=this._layers[t];e.source===r.id&&this._validateLayer(e)}}))}loadURL(t,r={},n){this.fire(new e.k(\"dataloading\",{dataType:\"style\"})),r.validate=\"boolean\"!=typeof r.validate||r.validate;const i=this.map._requestManager.transformRequest(t,\"Style\");this._loadStyleRequest=new AbortController;const a=this._loadStyleRequest;e.h(i,this._loadStyleRequest).then((t=>{this._loadStyleRequest=null,this._load(t.data,r,n)})).catch((t=>{this._loadStyleRequest=null,t&&!a.signal.aborted&&this.fire(new e.j(t))}))}loadJSON(t,r={},n){this.fire(new e.k(\"dataloading\",{dataType:\"style\"})),this._frameRequest=new AbortController,a.frameAsync(this._frameRequest).then((()=>{this._frameRequest=null,r.validate=!1!==r.validate,this._load(t,r,n)})).catch((()=>{}))}loadEmpty(){this.fire(new e.k(\"dataloading\",{dataType:\"style\"})),this._load(pe,{validate:!1})}_load(t,r,n){var i;const a=r.transformStyle?r.transformStyle(n,t):t;if(!r.validate||!fe(this,e.x(a))){this._loaded=!0,this.stylesheet=a;for(const t in a.sources)this.addSource(t,a.sources[t],{validate:!1});a.sprite?this._loadSprite(a.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(a.glyphs),this._createLayers(),this.light=new P(this.stylesheet.light),this.sky=new D(this.stylesheet.sky),this.map.setTerrain(null!==(i=this.stylesheet.terrain)&&void 0!==i?i:null),this.fire(new e.k(\"data\",{dataType:\"style\"})),this.fire(new e.k(\"style.load\"))}}_createLayers(){const t=e.aA(this.stylesheet.layers);this.dispatcher.broadcast(\"SL\",t),this._order=t.map((t=>t.id)),this._layers={},this._serializedLayers=null;for(const r of t){const t=e.aB(r);t.setEventedParent(this,{layer:{id:r.id}}),this._layers[r.id]=t}}_loadSprite(t,r=!1,n=void 0){let i;this.imageManager.setLoaded(!1),this._spriteRequest=new AbortController,b(t,this.map._requestManager,this.map.getPixelRatio(),this._spriteRequest).then((t=>{if(this._spriteRequest=null,t)for(const e in t){this._spritesImagesIds[e]=[];const n=this._spritesImagesIds[e]?this._spritesImagesIds[e].filter((e=>!(e in t))):[];for(const t of n)this.imageManager.removeImage(t),this._changedImages[t]=!0;for(const n in t[e]){const i=\"default\"===e?n:`${e}:${n}`;this._spritesImagesIds[e].push(i),i in this.imageManager.images?this.imageManager.updateImage(i,t[e][n],!1):this.imageManager.addImage(i,t[e][n]),r&&(this._changedImages[i]=!0)}}})).catch((t=>{this._spriteRequest=null,i=t,this.fire(new e.j(i))})).finally((()=>{this.imageManager.setLoaded(!0),this._availableImages=this.imageManager.listImages(),r&&(this._changed=!0),this.dispatcher.broadcast(\"SI\",this._availableImages),this.fire(new e.k(\"data\",{dataType:\"style\"})),n&&n(i)}))}_unloadSprite(){for(const t of Object.values(this._spritesImagesIds).flat())this.imageManager.removeImage(t),this._changedImages[t]=!0;this._spritesImagesIds={},this._availableImages=this.imageManager.listImages(),this._changed=!0,this.dispatcher.broadcast(\"SI\",this._availableImages),this.fire(new e.k(\"data\",{dataType:\"style\"}))}_validateLayer(t){const r=this.sourceCaches[t.source];if(!r)return;const n=t.sourceLayer;if(!n)return;const i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new e.j(new Error(`Source layer \"${n}\" does not exist on source \"${i.id}\" as specified by style layer \"${t.id}\".`)))}loaded(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(const t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()}_serializeByIds(t){const e=this._serializedAllLayers();if(!t||0===t.length)return Object.values(e);const r=[];for(const n of t)e[n]&&r.push(e[n]);return r}_serializedAllLayers(){let t=this._serializedLayers;if(t)return t;t=this._serializedLayers={};const e=Object.keys(this._layers);for(const r of e){const e=this._layers[r];\"custom\"!==e.type&&(t[r]=e.serialize())}return t}hasTransitions(){if(this.light&&this.light.hasTransition())return!0;if(this.sky&&this.sky.hasTransition())return!0;for(const t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(const t in this._layers)if(this._layers[t].hasTransition())return!0;return!1}_checkLoaded(){if(!this._loaded)throw new Error(\"Style is not done loading.\")}update(t){if(!this._loaded)return;const r=this._changed;if(r){const e=Object.keys(this._updatedLayers),r=Object.keys(this._removedLayers);(e.length||r.length)&&this._updateWorkerLayers(e,r);for(const t in this._updatedSources){const e=this._updatedSources[t];if(\"reload\"===e)this._reloadSource(t);else{if(\"clear\"!==e)throw new Error(`Invalid action ${e}`);this._clearSource(t)}}this._updateTilesForChangedImages(),this._updateTilesForChangedGlyphs();for(const e in this._updatedPaintProps)this._layers[e].updateTransitions(t);this.light.updateTransitions(t),this.sky.updateTransitions(t),this._resetUpdates()}const n={};for(const t in this.sourceCaches){const e=this.sourceCaches[t];n[t]=e.used,e.used=!1}for(const e of this._order){const r=this._layers[e];r.recalculate(t,this._availableImages),!r.isHidden(t.zoom)&&r.source&&(this.sourceCaches[r.source].used=!0)}for(const t in n){const r=this.sourceCaches[t];!!n[t]!=!!r.used&&r.fire(new e.k(\"data\",{sourceDataType:\"visibility\",dataType:\"source\",sourceId:t}))}this.light.recalculate(t),this.sky.recalculate(t),this.z=t.zoom,r&&this.fire(new e.k(\"data\",{dataType:\"style\"}))}_updateTilesForChangedImages(){const t=Object.keys(this._changedImages);if(t.length){for(const e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}}_updateTilesForChangedGlyphs(){if(this._glyphsDidChange){for(const t in this.sourceCaches)this.sourceCaches[t].reloadTilesForDependencies([\"glyphs\"],[\"\"]);this._glyphsDidChange=!1}}_updateWorkerLayers(t,e){this.dispatcher.broadcast(\"UL\",{layers:this._serializeByIds(t),removedIds:e})}_resetUpdates(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={},this._glyphsDidChange=!1}setState(t,r={}){var n;this._checkLoaded();const i=this.serialize();if(t=r.transformStyle?r.transformStyle(i,t):t,(null===(n=r.validate)||void 0===n||n)&&fe(this,e.x(t)))return!1;(t=e.aC(t)).layers=e.aA(t.layers);const a=e.aD(i,t),o=this._getOperationsToPerform(a);if(o.unimplemented.length>0)throw new Error(`Unimplemented: ${o.unimplemented.join(\", \")}.`);if(0===o.operations.length)return!1;for(const t of o.operations)t();return this.stylesheet=t,this._serializedLayers=null,!0}_getOperationsToPerform(t){const e=[],r=[];for(const n of t)switch(n.command){case\"setCenter\":case\"setZoom\":case\"setBearing\":case\"setPitch\":continue;case\"addLayer\":e.push((()=>this.addLayer.apply(this,n.args)));break;case\"removeLayer\":e.push((()=>this.removeLayer.apply(this,n.args)));break;case\"setPaintProperty\":e.push((()=>this.setPaintProperty.apply(this,n.args)));break;case\"setLayoutProperty\":e.push((()=>this.setLayoutProperty.apply(this,n.args)));break;case\"setFilter\":e.push((()=>this.setFilter.apply(this,n.args)));break;case\"addSource\":e.push((()=>this.addSource.apply(this,n.args)));break;case\"removeSource\":e.push((()=>this.removeSource.apply(this,n.args)));break;case\"setLayerZoomRange\":e.push((()=>this.setLayerZoomRange.apply(this,n.args)));break;case\"setLight\":e.push((()=>this.setLight.apply(this,n.args)));break;case\"setGeoJSONSourceData\":e.push((()=>this.setGeoJSONSourceData.apply(this,n.args)));break;case\"setGlyphs\":e.push((()=>this.setGlyphs.apply(this,n.args)));break;case\"setSprite\":e.push((()=>this.setSprite.apply(this,n.args)));break;case\"setSky\":e.push((()=>this.setSky.apply(this,n.args)));break;case\"setTerrain\":e.push((()=>this.map.setTerrain.apply(this,n.args)));break;case\"setTransition\":e.push((()=>{}));break;default:r.push(n.command)}return{operations:e,unimplemented:r}}addImage(t,r){if(this.getImage(t))return this.fire(new e.j(new Error(`An image named \"${t}\" already exists.`)));this.imageManager.addImage(t,r),this._afterImageUpdated(t)}updateImage(t,e){this.imageManager.updateImage(t,e)}getImage(t){return this.imageManager.getImage(t)}removeImage(t){if(!this.getImage(t))return this.fire(new e.j(new Error(`An image named \"${t}\" does not exist.`)));this.imageManager.removeImage(t),this._afterImageUpdated(t)}_afterImageUpdated(t){this._availableImages=this.imageManager.listImages(),this._changedImages[t]=!0,this._changed=!0,this.dispatcher.broadcast(\"SI\",this._availableImages),this.fire(new e.k(\"data\",{dataType:\"style\"}))}listImages(){return this._checkLoaded(),this.imageManager.listImages()}addSource(t,r,n={}){if(this._checkLoaded(),void 0!==this.sourceCaches[t])throw new Error(`Source \"${t}\" already exists.`);if(!r.type)throw new Error(`The type property must be defined, but only the following properties were given: ${Object.keys(r).join(\", \")}.`);if([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(e.x.source,`sources.${t}`,r,null,n))return;this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);const i=this.sourceCaches[t]=new dt(t,r,this.dispatcher);i.style=this,i.setEventedParent(this,(()=>({isSourceLoaded:i.loaded(),source:i.serialize(),sourceId:t}))),i.onAdd(this.map),this._changed=!0}removeSource(t){if(this._checkLoaded(),void 0===this.sourceCaches[t])throw new Error(\"There is no source with this ID\");for(const r in this._layers)if(this._layers[r].source===t)return this.fire(new e.j(new Error(`Source \"${t}\" cannot be removed while layer \"${r}\" is using it.`)));const r=this.sourceCaches[t];delete this.sourceCaches[t],delete this._updatedSources[t],r.fire(new e.k(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:t})),r.setEventedParent(null),r.onRemove(this.map),this._changed=!0}setGeoJSONSourceData(t,e){if(this._checkLoaded(),void 0===this.sourceCaches[t])throw new Error(`There is no source with this ID=${t}`);const r=this.sourceCaches[t].getSource();if(\"geojson\"!==r.type)throw new Error(`geojsonSource.type is ${r.type}, which is !== 'geojson`);r.setData(e),this._changed=!0}getSource(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()}addLayer(t,r,n={}){this._checkLoaded();const i=t.id;if(this.getLayer(i))return void this.fire(new e.j(new Error(`Layer \"${i}\" already exists on this map.`)));let a;if(\"custom\"===t.type){if(fe(this,e.aE(t)))return;a=e.aB(t)}else{if(\"source\"in t&&\"object\"==typeof t.source&&(this.addSource(i,t.source),t=e.aC(t),t=e.e(t,{source:i})),this._validate(e.x.layer,`layers.${i}`,t,{arrayIndex:-1},n))return;a=e.aB(t),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}})}const o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new e.j(new Error(`Cannot add layer \"${i}\" before non-existing layer \"${r}\".`)));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){const t=this._removedLayers[i];delete this._removedLayers[i],t.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}moveLayer(t,r){if(this._checkLoaded(),this._changed=!0,!this._layers[t])return void this.fire(new e.j(new Error(`The layer '${t}' does not exist in the map's style and cannot be moved.`)));if(t===r)return;const n=this._order.indexOf(t);this._order.splice(n,1);const i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new e.j(new Error(`Cannot move layer \"${t}\" before non-existing layer \"${r}\".`))):(this._order.splice(i,0,t),this._layerOrderChanged=!0)}removeLayer(t){this._checkLoaded();const r=this._layers[t];if(!r)return void this.fire(new e.j(new Error(`Cannot remove non-existing layer \"${t}\".`)));r.setEventedParent(null);const n=this._order.indexOf(t);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[t]=r,delete this._layers[t],this._serializedLayers&&delete this._serializedLayers[t],delete this._updatedLayers[t],delete this._updatedPaintProps[t],r.onRemove&&r.onRemove(this.map)}getLayer(t){return this._layers[t]}getLayersOrder(){return[...this._order]}hasLayer(t){return t in this._layers}setLayerZoomRange(t,r,n){this._checkLoaded();const i=this.getLayer(t);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new e.j(new Error(`Cannot set the zoom range of non-existing layer \"${t}\".`)))}setFilter(t,r,n={}){this._checkLoaded();const i=this.getLayer(t);if(i){if(!e.aF(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(e.x.filter,`layers.${i.id}.filter`,r,null,n)||(i.filter=e.aC(r),this._updateLayer(i)))}else this.fire(new e.j(new Error(`Cannot filter non-existing layer \"${t}\".`)))}getFilter(t){return e.aC(this.getLayer(t).filter)}setLayoutProperty(t,r,n,i={}){this._checkLoaded();const a=this.getLayer(t);a?e.aF(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new e.j(new Error(`Cannot style non-existing layer \"${t}\".`)))}getLayoutProperty(t,r){const n=this.getLayer(t);if(n)return n.getLayoutProperty(r);this.fire(new e.j(new Error(`Cannot get style of non-existing layer \"${t}\".`)))}setPaintProperty(t,r,n,i={}){this._checkLoaded();const a=this.getLayer(t);a?e.aF(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[t]=!0,this._serializedLayers=null):this.fire(new e.j(new Error(`Cannot style non-existing layer \"${t}\".`)))}getPaintProperty(t,e){return this.getLayer(t).getPaintProperty(e)}setFeatureState(t,r){this._checkLoaded();const n=t.source,i=t.sourceLayer,a=this.sourceCaches[n];if(void 0===a)return void this.fire(new e.j(new Error(`The source '${n}' does not exist in the map's style.`)));const o=a.getSource().type;\"geojson\"===o&&i?this.fire(new e.j(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===t.id&&this.fire(new e.j(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,t.id,r)):this.fire(new e.j(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}removeFeatureState(t,r){this._checkLoaded();const n=t.source,i=this.sourceCaches[n];if(void 0===i)return void this.fire(new e.j(new Error(`The source '${n}' does not exist in the map's style.`)));const a=i.getSource().type,o=\"vector\"===a?t.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof t.id&&\"number\"!=typeof t.id?this.fire(new e.j(new Error(\"A feature id is required to remove its specific state property.\"))):i.removeFeatureState(o,t.id,r):this.fire(new e.j(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}getFeatureState(t){this._checkLoaded();const r=t.source,n=t.sourceLayer,i=this.sourceCaches[r];if(void 0!==i)return\"vector\"!==i.getSource().type||n?(void 0===t.id&&this.fire(new e.j(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,t.id)):void this.fire(new e.j(new Error(\"The sourceLayer parameter must be provided for vector source types.\")));this.fire(new e.j(new Error(`The source '${r}' does not exist in the map's style.`)))}getTransition(){return e.e({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)}serialize(){if(!this._loaded)return;const t=e.aG(this.sourceCaches,(t=>t.serialize())),r=this._serializeByIds(this._order),n=this.map.getTerrain()||void 0,i=this.stylesheet;return e.aH({version:i.version,name:i.name,metadata:i.metadata,light:i.light,sky:i.sky,center:i.center,zoom:i.zoom,bearing:i.bearing,pitch:i.pitch,sprite:i.sprite,glyphs:i.glyphs,transition:i.transition,sources:t,layers:r,terrain:n},(t=>void 0!==t))}_updateLayer(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._serializedLayers=null,this._changed=!0}_flattenAndSortRenderedFeatures(t){const e=t=>\"fill-extrusion\"===this._layers[t].type,r={},n=[];for(let i=this._order.length-1;i>=0;i--){const a=this._order[i];if(e(a)){r[a]=i;for(const e of t){const t=e[a];if(t)for(const e of t)n.push(e)}}}n.sort(((t,e)=>e.intersectionZ-t.intersectionZ));const i=[];for(let a=this._order.length-1;a>=0;a--){const o=this._order[a];if(e(o))for(let t=n.length-1;t>=0;t--){const e=n[t].feature;if(r[e.layer.id]<a)break;i.push(e),n.pop()}else for(const e of t){const t=e[o];if(t)for(const e of t)i.push(e.feature)}}return i}queryRenderedFeatures(t,r,n){r&&r.filter&&this._validate(e.x.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);const i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new e.j(new Error(\"parameters.layers must be an Array.\"))),[];for(const t of r.layers){const r=this._layers[t];if(!r)return this.fire(new e.j(new Error(`The layer '${t}' does not exist in the map's style and cannot be queried for features.`))),[];i[r.source]=!0}}const a=[];r.availableImages=this._availableImages;const o=this._serializedAllLayers();for(const e in this.sourceCaches)r.layers&&!i[e]||a.push(Z(this.sourceCaches[e],this._layers,o,t,r,n));return this.placement&&a.push(function(t,e,r,n,i,a,o){const s={},l=a.queryRenderedSymbols(n),c=[];for(const t of Object.keys(l).map(Number))c.push(o[t]);c.sort(W);for(const r of c){const n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(const t in n){const e=s[t]=s[t]||[],i=n[t];i.sort(((t,e)=>{const n=r.featureSortOrder;if(n){const r=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-r}return e.featureIndex-t.featureIndex}));for(const t of i)e.push(t)}}for(const e in s)s[e].forEach((n=>{const i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}));return s}(this._layers,o,this.sourceCaches,t,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(a)}querySourceFeatures(t,r){r&&r.filter&&this._validate(e.x.filter,\"querySourceFeatures.filter\",r.filter,null,r);const n=this.sourceCaches[t];return n?function(t,e){const r=t.getRenderableIds().map((e=>t.getTileByID(e))),n=[],i={};for(let t=0;t<r.length;t++){const a=r[t],o=a.tileID.canonical.key;i[o]||(i[o]=!0,a.querySourceFeatures(n,e))}return n}(n,r):[]}getLight(){return this.light.getLight()}setLight(t,r={}){this._checkLoaded();const n=this.light.getLight();let i=!1;for(const r in t)if(!e.aF(t[r],n[r])){i=!0;break}if(!i)return;const o={now:a.now(),transition:e.e({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(t,r),this.light.updateTransitions(o)}getSky(){var t;return null===(t=this.stylesheet)||void 0===t?void 0:t.sky}setSky(t,r={}){const n=this.sky.getSky();let i=!1;t||n&&(i=!0);for(const r in t)if(!e.aF(t[r],n[r])){i=!0;break}if(!i)return;const o={now:a.now(),transition:e.e({duration:300,delay:0},this.stylesheet.transition)};this.stylesheet.sky=t,this.sky.setSky(t,r),this.sky.updateTransitions(o)}_validate(t,r,n,i,a={}){return(!a||!1!==a.validate)&&fe(this,t.call(e.x,e.e({key:r,style:this.serialize(),value:n,styleSpec:e.v},i)))}_remove(t=!0){this._frameRequest&&(this._frameRequest.abort(),this._frameRequest=null),this._loadStyleRequest&&(this._loadStyleRequest.abort(),this._loadStyleRequest=null),this._spriteRequest&&(this._spriteRequest.abort(),this._spriteRequest=null),ut().off(st,this._rtlPluginLoaded);for(const t in this._layers)this._layers[t].setEventedParent(null);for(const t in this.sourceCaches){const e=this.sourceCaches[t];e.setEventedParent(null),e.onRemove(this.map)}this.imageManager.setEventedParent(null),this.setEventedParent(null),t&&this.dispatcher.broadcast(\"RM\",void 0),this.dispatcher.remove(t)}_clearSource(t){this.sourceCaches[t].clearTiles()}_reloadSource(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()}_updateSources(t){for(const e in this.sourceCaches)this.sourceCaches[e].update(t,this.map.terrain)}_generateCollisionBoxes(){for(const t in this.sourceCaches)this._reloadSource(t)}_updatePlacement(t,e,r,n,i=!1){let o=!1,s=!1;const l={};for(const e of this._order){const r=this._layers[e];if(\"symbol\"!==r.type)continue;if(!l[r.source]){const t=this.sourceCaches[r.source];l[r.source]=t.getRenderableIds(!0).map((e=>t.getTileByID(e))).sort(((t,e)=>e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)))}const n=this.crossTileSymbolIndex.addLayer(r,l[r.source],t.center.lng);o=o||n}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((i=i||this._layerOrderChanged||0===r)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(a.now(),t.zoom))&&(this.pauseablePlacement=new oe(t,this.map.terrain,this._order,i,e,r,n,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(a.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(const t of this._order){const e=this._layers[t];\"symbol\"===e.type&&this.placement.updateLayerOpacities(e,l[e.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(a.now())}_releaseSymbolFadeTiles(){for(const t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()}getImages(t,r){return e._(this,void 0,void 0,(function*(){const t=yield this.imageManager.getImages(r.icons);this._updateTilesForChangedImages();const e=this.sourceCaches[r.source];return e&&e.setDependencies(r.tileID.key,r.type,r.icons),t}))}getGlyphs(t,r){return e._(this,void 0,void 0,(function*(){const t=yield this.glyphManager.getGlyphs(r.stacks),e=this.sourceCaches[r.source];return e&&e.setDependencies(r.tileID.key,r.type,[\"\"]),t}))}getGlyphsUrl(){return this.stylesheet.glyphs||null}setGlyphs(t,r={}){this._checkLoaded(),t&&this._validate(e.x.glyphs,\"glyphs\",t,null,r)||(this._glyphsDidChange=!0,this.stylesheet.glyphs=t,this.glyphManager.entries={},this.glyphManager.setURL(t))}addSprite(t,r,n={},i){this._checkLoaded();const a=[{id:t,url:r}],o=[...x(this.stylesheet.sprite),...a];this._validate(e.x.sprite,\"sprite\",o,null,n)||(this.stylesheet.sprite=o,this._loadSprite(a,!0,i))}removeSprite(t){this._checkLoaded();const r=x(this.stylesheet.sprite);if(r.find((e=>e.id===t))){if(this._spritesImagesIds[t])for(const e of this._spritesImagesIds[t])this.imageManager.removeImage(e),this._changedImages[e]=!0;r.splice(r.findIndex((e=>e.id===t)),1),this.stylesheet.sprite=r.length>0?r:void 0,delete this._spritesImagesIds[t],this._availableImages=this.imageManager.listImages(),this._changed=!0,this.dispatcher.broadcast(\"SI\",this._availableImages),this.fire(new e.k(\"data\",{dataType:\"style\"}))}else this.fire(new e.j(new Error(`Sprite \"${t}\" doesn't exists on this map.`)))}getSprite(){return x(this.stylesheet.sprite)}setSprite(t,r={},n){this._checkLoaded(),t&&this._validate(e.x.sprite,\"sprite\",t,null,r)||(this.stylesheet.sprite=t,t?this._loadSprite(t,!0,n):(this._unloadSprite(),n&&n(null)))}}var me=e.Y([{name:\"a_pos\",type:\"Int16\",components:2}]);const ge={prelude:ye(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\n\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\\n#ifdef TERRAIN3D\\nuniform sampler2D u_terrain;uniform float u_terrain_dim;uniform mat4 u_terrain_matrix;uniform vec4 u_terrain_unpack;uniform float u_terrain_exaggeration;uniform highp sampler2D u_depth;\\n#endif\\nconst highp vec4 bitSh=vec4(256.*256.*256.,256.*256.,256.,1.);const highp vec4 bitShifts=vec4(1.)/bitSh;highp float unpack(highp vec4 color) {return dot(color,bitShifts);}highp float depthOpacity(vec3 frag) {\\n#ifdef TERRAIN3D\\nhighp float d=unpack(texture2D(u_depth,frag.xy*0.5+0.5))+0.0001-frag.z;return 1.0-max(0.0,min(1.0,-d*500.0));\\n#else\\nreturn 1.0;\\n#endif\\n}float calculate_visibility(vec4 pos) {\\n#ifdef TERRAIN3D\\nvec3 frag=pos.xyz/pos.w;highp float d=depthOpacity(frag);if (d > 0.95) return 1.0;return (d+depthOpacity(frag+vec3(0.0,0.01,0.0)))/2.0;\\n#else\\nreturn 1.0;\\n#endif\\n}float ele(vec2 pos) {\\n#ifdef TERRAIN3D\\nvec4 rgb=(texture2D(u_terrain,pos)*255.0)*u_terrain_unpack;return rgb.r+rgb.g+rgb.b-u_terrain_unpack.a;\\n#else\\nreturn 0.0;\\n#endif\\n}float get_elevation(vec2 pos) {\\n#ifdef TERRAIN3D\\nvec2 coord=(u_terrain_matrix*vec4(pos,0.0,1.0)).xy*u_terrain_dim+1.0;vec2 f=fract(coord);vec2 c=(floor(coord)+0.5)/(u_terrain_dim+2.0);float d=1.0/(u_terrain_dim+2.0);float tl=ele(c);float tr=ele(c+vec2(d,0.0));float bl=ele(c+vec2(0.0,d));float br=ele(c+vec2(d,d));float elevation=mix(mix(tl,tr,f.x),mix(bl,br,f.x),f.y);return elevation*u_terrain_exaggeration;\\n#else\\nreturn 0.0;\\n#endif\\n}\"),background:ye(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),backgroundPattern:ye(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),circle:ye(\"varying vec3 v_data;varying float v_visibility;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=v_visibility*opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;varying float v_visibility;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);float ele=get_elevation(circle_center);v_visibility=calculate_visibility(u_matrix*vec4(circle_center,ele,1.0));if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,ele,1);} else {gl_Position=u_matrix*vec4(circle_center,ele,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),clippingMask:ye(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),heatmap:ye(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),heatmapTexture:ye(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),collisionBox:ye(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_anchor_pos;attribute vec2 a_placed;attribute vec2 a_box_real;uniform mat4 u_matrix;uniform vec2 u_pixel_extrude_scale;varying float v_placed;varying float v_notUsed;vec4 projectTileWithElevation(vec2 posInTile,float elevation) {return u_matrix*vec4(posInTile,elevation,1.0);}void main() {gl_Position=projectTileWithElevation(a_anchor_pos,get_elevation(a_anchor_pos));gl_Position.xy=((a_box_real+0.5)*u_pixel_extrude_scale*2.0-1.0)*vec2(1.0,-1.0)*gl_Position.w;if (gl_Position.z/gl_Position.w < 1.1) {gl_Position.z=0.5;}v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),collisionCircle:ye(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),debug:ye(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,get_elevation(a_pos),1);}\"),fill:ye(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),fillOutline:ye(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),fillOutlinePattern:ye(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),fillPattern:ye(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),fillExtrusion:ye(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;\\n#ifdef TERRAIN3D\\nattribute vec2 a_centroid;\\n#endif\\nvarying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;\\n#ifdef TERRAIN3D\\nfloat height_terrain3d_offset=get_elevation(a_centroid);float base_terrain3d_offset=height_terrain3d_offset-(base > 0.0 ? 0.0 : 10.0);\\n#else\\nfloat height_terrain3d_offset=0.0;float base_terrain3d_offset=0.0;\\n#endif\\nbase=max(0.0,base)+base_terrain3d_offset;height=max(0.0,height)+height_terrain3d_offset;float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),fillExtrusionPattern:ye(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;\\n#ifdef TERRAIN3D\\nattribute vec2 a_centroid;\\n#endif\\nvarying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;\\n#ifdef TERRAIN3D\\nfloat height_terrain3d_offset=get_elevation(a_centroid);float base_terrain3d_offset=height_terrain3d_offset-(base > 0.0 ? 0.0 : 10.0);\\n#else\\nfloat height_terrain3d_offset=0.0;float base_terrain3d_offset=0.0;\\n#endif\\nbase=max(0.0,base)+base_terrain3d_offset;height=max(0.0,height)+height_terrain3d_offset;float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),hillshadePrepare:ye(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggerationFactor=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;float exaggeration=u_zoom < 15.0 ? (u_zoom-15.0)*exaggerationFactor : 0.0;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/pow(2.0,exaggeration+(19.2562-u_zoom));gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hillshade:ye(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),line:ye(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;\\n#ifdef TERRAIN3D\\nv_gamma_scale=1.0;\\n#else\\nfloat extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;\\n#endif\\nv_width2=vec2(outset,inset);}\"),lineGradient:ye(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,v_uv);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;attribute float a_uv_x;attribute float a_split_index;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;uniform float u_image_height;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;highp float texel_height=1.0/u_image_height;highp float half_texel_height=0.5*texel_height;v_uv=vec2(a_uv_x,a_split_index*texel_height-half_texel_height);vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;\\n#ifdef TERRAIN3D\\nv_gamma_scale=1.0;\\n#else\\nfloat extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;\\n#endif\\nv_width2=vec2(outset,inset);}\"),linePattern:ye(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;\\n#ifdef TERRAIN3D\\nv_gamma_scale=1.0;\\n#else\\nfloat extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;\\n#endif\\nv_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),lineSDF:ye(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;\\n#ifdef TERRAIN3D\\nv_gamma_scale=1.0;\\n#else\\nfloat extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;\\n#endif\\nv_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),raster:ye(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),symbolIcon:ye(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;uniform bool u_is_along_line;uniform bool u_is_variable_anchor;uniform vec2 u_translation;uniform float u_pitched_scale;varying vec2 v_tex;varying float v_fade_opacity;vec4 projectTileWithElevation(vec2 posInTile,float elevation) {return u_matrix*vec4(posInTile,elevation,1.0);}\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;float ele=get_elevation(a_pos);highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec2 translated_a_pos=a_pos+u_translation;vec4 projectedPoint=projectTileWithElevation(translated_a_pos,ele);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=projectTileWithElevation(translated_a_pos+vec2(1,0),ele);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos;if (u_is_along_line || u_is_variable_anchor) {projected_pos=vec4(a_projected_pos.xy,ele,1.0);} else if (u_pitch_with_map) {projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy+u_translation,ele,1.0);} else {projected_pos=u_label_plane_matrix*projectTileWithElevation(a_projected_pos.xy+u_translation,ele);}float z=float(u_pitch_with_map)*projected_pos.z/projected_pos.w;float projectionScaling=1.0;vec4 finalPos=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0)*projectionScaling,z,1.0);if(u_pitch_with_map) {finalPos=projectTileWithElevation(finalPos.xy,finalPos.z);}gl_Position=finalPos;v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float visibility=calculate_visibility(projectedPoint);v_fade_opacity=max(0.0,min(visibility,fade_opacity[0]+fade_change));}\"),symbolSDF:ye(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float inner_edge=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);inner_edge=inner_edge+gamma*gamma_scale;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(inner_edge-gamma_scaled,inner_edge+gamma_scaled,dist);if (u_is_halo) {lowp float halo_edge=(6.0-halo_width/fontScale)/SDF_PX;alpha=min(smoothstep(halo_edge-gamma_scaled,halo_edge+gamma_scaled,dist),1.0-alpha);}gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform bool u_is_along_line;uniform bool u_is_variable_anchor;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_translation;uniform float u_pitched_scale;varying vec2 v_data0;varying vec3 v_data1;vec4 projectTileWithElevation(vec2 posInTile,float elevation) {return u_matrix*vec4(posInTile,elevation,1.0);}\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;float ele=get_elevation(a_pos);highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec2 translated_a_pos=a_pos+u_translation;vec4 projectedPoint=projectTileWithElevation(translated_a_pos,ele);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=projectTileWithElevation(translated_a_pos+vec2(1,0),ele);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos;if (u_is_along_line || u_is_variable_anchor) {projected_pos=vec4(a_projected_pos.xy,ele,1.0);} else if (u_pitch_with_map) {projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy+u_translation,ele,1.0);} else {projected_pos=u_label_plane_matrix*projectTileWithElevation(a_projected_pos.xy+u_translation,ele);}float z=float(u_pitch_with_map)*projected_pos.z/projected_pos.w;float projectionScaling=1.0;vec4 finalPos=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset)*projectionScaling,z,1.0);if(u_pitch_with_map) {finalPos=projectTileWithElevation(finalPos.xy,finalPos.z);}float gamma_scale=finalPos.w;gl_Position=finalPos;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float visibility=calculate_visibility(projectedPoint);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(visibility,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),symbolTextAndIcon:ye(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;uniform bool u_is_along_line;uniform bool u_is_variable_anchor;uniform vec2 u_translation;uniform float u_pitched_scale;varying vec4 v_data0;varying vec4 v_data1;vec4 projectTileWithElevation(vec2 posInTile,float elevation) {return u_matrix*vec4(posInTile,elevation,1.0);}\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;float ele=get_elevation(a_pos);highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec2 translated_a_pos=a_pos+u_translation;vec4 projectedPoint=projectTileWithElevation(translated_a_pos,ele);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=projectTileWithElevation(translated_a_pos+vec2(1,0),ele);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos;if (u_is_along_line || u_is_variable_anchor) {projected_pos=vec4(a_projected_pos.xy,ele,1.0);} else if (u_pitch_with_map) {projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy+u_translation,ele,1.0);} else {projected_pos=u_label_plane_matrix*projectTileWithElevation(a_projected_pos.xy+u_translation,ele);}float z=float(u_pitch_with_map)*projected_pos.z/projected_pos.w;float projectionScaling=1.0;vec4 finalPos=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale)*projectionScaling,z,1.0);if(u_pitch_with_map) {finalPos=projectTileWithElevation(finalPos.xy,finalPos.z);}float gamma_scale=finalPos.w;gl_Position=finalPos;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float visibility=calculate_visibility(projectedPoint);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(visibility,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\"),terrain:ye(\"uniform sampler2D u_texture;uniform vec4 u_fog_color;uniform vec4 u_horizon_color;uniform float u_fog_ground_blend;uniform float u_fog_ground_blend_opacity;uniform float u_horizon_fog_blend;varying vec2 v_texture_pos;varying float v_fog_depth;const float gamma=2.2;vec4 gammaToLinear(vec4 color) {return pow(color,vec4(gamma));}vec4 linearToGamma(vec4 color) {return pow(color,vec4(1.0/gamma));}void main() {vec4 surface_color=texture2D(u_texture,v_texture_pos);if (v_fog_depth > u_fog_ground_blend) {vec4 surface_color_linear=gammaToLinear(surface_color);float blend_color=smoothstep(0.0,1.0,max((v_fog_depth-u_horizon_fog_blend)/(1.0-u_horizon_fog_blend),0.0));vec4 fog_horizon_color_linear=mix(gammaToLinear(u_fog_color),gammaToLinear(u_horizon_color),blend_color);float factor_fog=max(v_fog_depth-u_fog_ground_blend,0.0)/(1.0-u_fog_ground_blend);gl_FragColor=linearToGamma(mix(surface_color_linear,fog_horizon_color_linear,pow(factor_fog,2.0)*u_fog_ground_blend_opacity));} else {gl_FragColor=surface_color;}}\",\"attribute vec3 a_pos3d;uniform mat4 u_matrix;uniform mat4 u_fog_matrix;uniform float u_ele_delta;varying vec2 v_texture_pos;varying float v_fog_depth;void main() {float ele=get_elevation(a_pos3d.xy);float ele_delta=a_pos3d.z==1.0 ? u_ele_delta : 0.0;v_texture_pos=a_pos3d.xy/8192.0;gl_Position=u_matrix*vec4(a_pos3d.xy,ele-ele_delta,1.0);vec4 pos=u_fog_matrix*vec4(a_pos3d.xy,ele,1.0);v_fog_depth=pos.z/pos.w*0.5+0.5;}\"),terrainDepth:ye(\"varying float v_depth;const highp vec4 bitSh=vec4(256.*256.*256.,256.*256.,256.,1.);const highp vec4 bitMsk=vec4(0.,vec3(1./256.0));highp vec4 pack(highp float value) {highp vec4 comp=fract(value*bitSh);comp-=comp.xxyz*bitMsk;return comp;}void main() {gl_FragColor=pack(v_depth);}\",\"attribute vec3 a_pos3d;uniform mat4 u_matrix;uniform float u_ele_delta;varying float v_depth;void main() {float ele=get_elevation(a_pos3d.xy);float ele_delta=a_pos3d.z==1.0 ? u_ele_delta : 0.0;gl_Position=u_matrix*vec4(a_pos3d.xy,ele-ele_delta,1.0);v_depth=gl_Position.z/gl_Position.w;}\"),terrainCoords:ye(\"precision mediump float;uniform sampler2D u_texture;uniform float u_terrain_coords_id;varying vec2 v_texture_pos;void main() {vec4 rgba=texture2D(u_texture,v_texture_pos);gl_FragColor=vec4(rgba.r,rgba.g,rgba.b,u_terrain_coords_id);}\",\"attribute vec3 a_pos3d;uniform mat4 u_matrix;uniform float u_ele_delta;varying vec2 v_texture_pos;void main() {float ele=get_elevation(a_pos3d.xy);float ele_delta=a_pos3d.z==1.0 ? u_ele_delta : 0.0;v_texture_pos=a_pos3d.xy/8192.0;gl_Position=u_matrix*vec4(a_pos3d.xy,ele-ele_delta,1.0);}\"),sky:ye(\"uniform vec4 u_sky_color;uniform vec4 u_horizon_color;uniform float u_horizon;uniform float u_sky_horizon_blend;void main() {float y=gl_FragCoord.y;if (y > u_horizon) {float blend=y-u_horizon;if (blend < u_sky_horizon_blend) {gl_FragColor=mix(u_sky_color,u_horizon_color,pow(1.0-blend/u_sky_horizon_blend,2.0));} else {gl_FragColor=u_sky_color;}}}\",\"attribute vec2 a_pos;void main() {gl_Position=vec4(a_pos,1.0,1.0);}\")};function ye(t,e){const r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n=e.match(/attribute ([\\w]+) ([\\w]+)/g),i=t.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),a=e.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),o=a?a.concat(i):i,s={};return{fragmentSource:t=t.replace(r,((t,e,r,n,i)=>(s[i]=!0,\"define\"===e?`\\n#ifndef HAS_UNIFORM_u_${i}\\nvarying ${r} ${n} ${i};\\n#else\\nuniform ${r} ${n} u_${i};\\n#endif\\n`:`\\n#ifdef HAS_UNIFORM_u_${i}\\n ${r} ${n} ${i} = u_${i};\\n#endif\\n`))),vertexSource:e=e.replace(r,((t,e,r,n,i)=>{const a=\"float\"===n?\"vec2\":\"vec4\",o=i.match(/color/)?\"color\":a;return s[i]?\"define\"===e?`\\n#ifndef HAS_UNIFORM_u_${i}\\nuniform lowp float u_${i}_t;\\nattribute ${r} ${a} a_${i};\\nvarying ${r} ${n} ${i};\\n#else\\nuniform ${r} ${n} u_${i};\\n#endif\\n`:\"vec4\"===o?`\\n#ifndef HAS_UNIFORM_u_${i}\\n ${i} = a_${i};\\n#else\\n ${r} ${n} ${i} = u_${i};\\n#endif\\n`:`\\n#ifndef HAS_UNIFORM_u_${i}\\n ${i} = unpack_mix_${o}(a_${i}, u_${i}_t);\\n#else\\n ${r} ${n} ${i} = u_${i};\\n#endif\\n`:\"define\"===e?`\\n#ifndef HAS_UNIFORM_u_${i}\\nuniform lowp float u_${i}_t;\\nattribute ${r} ${a} a_${i};\\n#else\\nuniform ${r} ${n} u_${i};\\n#endif\\n`:\"vec4\"===o?`\\n#ifndef HAS_UNIFORM_u_${i}\\n ${r} ${n} ${i} = a_${i};\\n#else\\n ${r} ${n} ${i} = u_${i};\\n#endif\\n`:`\\n#ifndef HAS_UNIFORM_u_${i}\\n ${r} ${n} ${i} = unpack_mix_${o}(a_${i}, u_${i}_t);\\n#else\\n ${r} ${n} ${i} = u_${i};\\n#endif\\n`})),staticAttributes:n,staticUniforms:o}}class ve{constructor(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null}bind(t,e,r,n,i,a,o,s,l){this.context=t;let c=this.boundPaintVertexBuffers.length!==n.length;for(let t=0;!c&&t<n.length;t++)this.boundPaintVertexBuffers[t]!==n[t]&&(c=!0);!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||c||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s||this.boundDynamicVertexBuffer3!==l?this.freshBind(e,r,n,i,a,o,s,l):(t.bindVertexArray.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind(),l&&l.bind())}freshBind(t,e,r,n,i,a,o,s){const l=t.numAttributes,c=this.context,u=c.gl;this.vao&&this.destroy(),this.vao=c.createVertexArray(),c.bindVertexArray.set(this.vao),this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o,this.boundDynamicVertexBuffer3=s,e.enableAttributes(u,t);for(const e of r)e.enableAttributes(u,t);a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),s&&s.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(const e of r)e.bind(),e.setVertexAttribPointers(u,t,i);a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),s&&(s.bind(),s.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l}destroy(){this.vao&&(this.context.deleteVertexArray(this.vao),this.vao=null)}}const xe=(t,r,n,i,a)=>({u_matrix:t,u_texture:0,u_ele_delta:r,u_fog_matrix:n,u_fog_color:i?i.properties.get(\"fog-color\"):e.aN.white,u_fog_ground_blend:i?i.properties.get(\"fog-ground-blend\"):1,u_fog_ground_blend_opacity:i?i.calculateFogBlendOpacity(a):0,u_horizon_color:i?i.properties.get(\"horizon-color\"):e.aN.white,u_horizon_fog_blend:i?i.properties.get(\"horizon-fog-blend\"):1});function _e(t){const e=[];for(let r=0;r<t.length;r++){if(null===t[r])continue;const n=t[r].split(\" \");e.push(n.pop())}return e}class be{constructor(t,r,n,i,a,o){const s=t.gl;this.program=s.createProgram();const l=_e(r.staticAttributes),c=n?n.getBinderAttributes():[],u=l.concat(c),h=ge.prelude.staticUniforms?_e(ge.prelude.staticUniforms):[],f=r.staticUniforms?_e(r.staticUniforms):[],p=n?n.getBinderUniforms():[],d=h.concat(f).concat(p),m=[];for(const t of d)m.indexOf(t)<0&&m.push(t);const g=n?n.defines():[];a&&g.push(\"#define OVERDRAW_INSPECTOR;\"),o&&g.push(\"#define TERRAIN3D;\");const y=g.concat(ge.prelude.fragmentSource,r.fragmentSource).join(\"\\n\"),v=g.concat(ge.prelude.vertexSource,r.vertexSource).join(\"\\n\"),x=s.createShader(s.FRAGMENT_SHADER);if(s.isContextLost())return void(this.failedToCreate=!0);if(s.shaderSource(x,y),s.compileShader(x),!s.getShaderParameter(x,s.COMPILE_STATUS))throw new Error(`Could not compile fragment shader: ${s.getShaderInfoLog(x)}`);s.attachShader(this.program,x);const _=s.createShader(s.VERTEX_SHADER);if(s.isContextLost())return void(this.failedToCreate=!0);if(s.shaderSource(_,v),s.compileShader(_),!s.getShaderParameter(_,s.COMPILE_STATUS))throw new Error(`Could not compile vertex shader: ${s.getShaderInfoLog(_)}`);s.attachShader(this.program,_),this.attributes={};const b={};this.numAttributes=u.length;for(let t=0;t<this.numAttributes;t++)u[t]&&(s.bindAttribLocation(this.program,t,u[t]),this.attributes[u[t]]=t);if(s.linkProgram(this.program),!s.getProgramParameter(this.program,s.LINK_STATUS))throw new Error(`Program failed to link: ${s.getProgramInfoLog(this.program)}`);s.deleteShader(_),s.deleteShader(x);for(let t=0;t<m.length;t++){const e=m[t];if(e&&!b[e]){const t=s.getUniformLocation(this.program,e);t&&(b[e]=t)}}this.fixedUniforms=i(t,b),this.terrainUniforms=((t,r)=>({u_depth:new e.aI(t,r.u_depth),u_terrain:new e.aI(t,r.u_terrain),u_terrain_dim:new e.aJ(t,r.u_terrain_dim),u_terrain_matrix:new e.aK(t,r.u_terrain_matrix),u_terrain_unpack:new e.aL(t,r.u_terrain_unpack),u_terrain_exaggeration:new e.aJ(t,r.u_terrain_exaggeration)}))(t,b),this.binderUniforms=n?n.getUniforms(t,b):[]}draw(t,e,r,n,i,a,o,s,l,c,u,h,f,p,d,m,g,y){const v=t.gl;if(this.failedToCreate)return;if(t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),s){t.activeTexture.set(v.TEXTURE2),v.bindTexture(v.TEXTURE_2D,s.depthTexture),t.activeTexture.set(v.TEXTURE3),v.bindTexture(v.TEXTURE_2D,s.texture);for(const t in this.terrainUniforms)this.terrainUniforms[t].set(s[t])}for(const t in this.fixedUniforms)this.fixedUniforms[t].set(o[t]);d&&d.setUniforms(t,this.binderUniforms,f,{zoom:p});let x=0;switch(e){case v.LINES:x=2;break;case v.TRIANGLES:x=3;break;case v.LINE_STRIP:x=1}for(const r of h.get()){const n=r.vaos||(r.vaos={});(n[l]||(n[l]=new ve)).bind(t,this,c,d?d.getPaintVertexBuffers():[],u,r.vertexOffset,m,g,y),v.drawElements(e,r.primitiveLength*x,v.UNSIGNED_SHORT,r.primitiveOffset*x*2)}}}function we(t,e,r){const n=1/Nt(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}const Te=(t,r,n,i)=>{const a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=function(){var t=new e.A(9);return e.A!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t}();\"viewport\"===a.properties.get(\"anchor\")&&function(t,e){var r=Math.sin(e),n=Math.cos(e);t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1}(l,-r.transform.angle),function(t,e,r){var n=e[0],i=e[1],a=e[2];t[0]=n*r[0]+i*r[3]+a*r[6],t[1]=n*r[1]+i*r[4]+a*r[7],t[2]=n*r[2]+i*r[5]+a*r[8]}(s,s,l);const c=a.properties.get(\"color\");return{u_matrix:t,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},ke=(t,r,n,i,a,o,s)=>e.e(Te(t,r,n,i),we(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8}),Ae=t=>({u_matrix:t}),Me=(t,r,n,i)=>e.e(Ae(t),we(n,r,i)),Se=(t,e)=>({u_matrix:t,u_world:e}),Ee=(t,r,n,i,a)=>e.e(Me(t,r,n,i),{u_world:a}),Ce=(t,e,r,n)=>{const i=t.transform;let a,o;if(\"map\"===n.paint.get(\"circle-pitch-alignment\")){const t=Nt(r,1,i.zoom);a=!0,o=[t,t]}else a=!1,o=i.pixelsToGLUnits;return{u_camera_to_center_distance:i.cameraToCenterDistance,u_scale_with_map:+(\"map\"===n.paint.get(\"circle-pitch-scale\")),u_matrix:t.translatePosMatrix(e.posMatrix,r,n.paint.get(\"circle-translate\"),n.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.pixelRatio,u_extrude_scale:o}},Le=(t,e)=>({u_matrix:e,u_pixel_extrude_scale:[1/t.width,1/t.height]}),Ie=(t,e,r)=>({u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}),Pe=(t,e,r=1)=>({u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}),ze=t=>({u_matrix:t}),Oe=(t,e,r,n)=>({u_matrix:t,u_extrude_scale:Nt(e,1,r),u_intensity:n}),De=(t,r,n,i)=>{const a=e.H();e.aQ(a,0,t.width,t.height,0,0,1);const o=t.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},Re=(t,e,r,n)=>{const i=r.paint.get(\"hillshade-shadow-color\"),a=r.paint.get(\"hillshade-highlight-color\"),o=r.paint.get(\"hillshade-accent-color\");let s=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(s-=t.transform.angle);const l=!t.options.moving;return{u_matrix:n?n.posMatrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),l),u_image:0,u_latrange:Be(0,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},Fe=(t,r)=>{const n=r.stride,i=e.H();return e.aQ(i,0,e.X,-e.X,0,0,1),e.J(i,i,[0,-e.X,0]),{u_matrix:i,u_image:1,u_dimension:[n,n],u_zoom:t.overscaledZ,u_unpack:r.getUnpackVector()}};function Be(t,r){const n=Math.pow(2,r.canonical.z),i=r.canonical.y;return[new e.Z(0,i/n).toLngLat().lat,new e.Z(0,(i+1)/n).toLngLat().lat]}const Ne=(t,e,r,n)=>{const i=t.transform;return{u_matrix:He(t,e,r,n),u_ratio:1/Nt(e,1,i.zoom),u_device_pixel_ratio:t.pixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},je=(t,r,n,i,a)=>e.e(Ne(t,r,n,a),{u_image:0,u_image_height:i}),Ue=(t,e,r,n,i)=>{const a=t.transform,o=qe(e,a);return{u_matrix:He(t,e,r,i),u_texsize:e.imageAtlasTexture.size,u_ratio:1/Nt(e,1,a.zoom),u_device_pixel_ratio:t.pixelRatio,u_image:0,u_scale:[o,n.fromScale,n.toScale],u_fade:n.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Ve=(t,r,n,i,a,o)=>{const s=t.transform,l=t.lineAtlas,c=qe(r,s),u=\"round\"===n.layout.get(\"line-cap\"),h=l.getDash(i.from,u),f=l.getDash(i.to,u),p=h.width*a.fromScale,d=f.width*a.toScale;return e.e(Ne(t,r,n,o),{u_patternscale_a:[c/p,-h.height/2],u_patternscale_b:[c/d,-f.height/2],u_sdfgamma:l.width/(256*Math.min(p,d)*t.pixelRatio)/2,u_image:0,u_tex_y_a:h.y,u_tex_y_b:f.y,u_mix:a.t})};function qe(t,e){return 1/Nt(t,1,e.tileZoom)}function He(t,e,r,n){return t.translatePosMatrix(n?n.posMatrix:e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}const Ge=(t,e,r,n,i)=>{return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Ze(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Ze(t){t*=Math.PI/180;const e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}const We=(t,e,r,n,i,a,o,s,l,c,u,h,f,p)=>{const d=o.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:d.cameraToCenterDistance,u_pitch:d.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:d.width/d.height,u_fade_change:o.options.fadeDuration?o.symbolFadeChange:1,u_matrix:s,u_label_plane_matrix:l,u_coord_matrix:c,u_is_text:+h,u_pitch_with_map:+n,u_is_along_line:i,u_is_variable_anchor:a,u_texsize:f,u_texture:0,u_translation:u,u_pitched_scale:p}},Ye=(t,r,n,i,a,o,s,l,c,u,h,f,p,d,m)=>{const g=s.transform;return e.e(We(t,r,n,i,a,o,s,l,c,u,h,f,p,m),{u_gamma_scale:i?Math.cos(g._pitch)*g.cameraToCenterDistance:1,u_device_pixel_ratio:s.pixelRatio,u_is_halo:+d})},Xe=(t,r,n,i,a,o,s,l,c,u,h,f,p,d)=>e.e(Ye(t,r,n,i,a,o,s,l,c,u,h,!0,f,!0,d),{u_texsize_icon:p,u_texture_icon:1}),$e=(t,e,r)=>({u_matrix:t,u_opacity:e,u_color:r}),Je=(t,r,n,i,a,o)=>e.e(function(t,e,r,n){const i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),{width:o,height:s}=r.imageManager.getPixelSize(),l=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/l,u=c*(n.tileID.canonical.x+n.tileID.wrap*l),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[o,s],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/Nt(n,1,r.transform.tileZoom),u_pixel_coord_upper:[u>>16,h>>16],u_pixel_coord_lower:[65535&u,65535&h]}}(i,o,n,a),{u_matrix:t,u_opacity:r}),Ke={fillExtrusion:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_lightpos:new e.aO(t,r.u_lightpos),u_lightintensity:new e.aJ(t,r.u_lightintensity),u_lightcolor:new e.aO(t,r.u_lightcolor),u_vertical_gradient:new e.aJ(t,r.u_vertical_gradient),u_opacity:new e.aJ(t,r.u_opacity)}),fillExtrusionPattern:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_lightpos:new e.aO(t,r.u_lightpos),u_lightintensity:new e.aJ(t,r.u_lightintensity),u_lightcolor:new e.aO(t,r.u_lightcolor),u_vertical_gradient:new e.aJ(t,r.u_vertical_gradient),u_height_factor:new e.aJ(t,r.u_height_factor),u_image:new e.aI(t,r.u_image),u_texsize:new e.aP(t,r.u_texsize),u_pixel_coord_upper:new e.aP(t,r.u_pixel_coord_upper),u_pixel_coord_lower:new e.aP(t,r.u_pixel_coord_lower),u_scale:new e.aO(t,r.u_scale),u_fade:new e.aJ(t,r.u_fade),u_opacity:new e.aJ(t,r.u_opacity)}),fill:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix)}),fillPattern:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_image:new e.aI(t,r.u_image),u_texsize:new e.aP(t,r.u_texsize),u_pixel_coord_upper:new e.aP(t,r.u_pixel_coord_upper),u_pixel_coord_lower:new e.aP(t,r.u_pixel_coord_lower),u_scale:new e.aO(t,r.u_scale),u_fade:new e.aJ(t,r.u_fade)}),fillOutline:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_world:new e.aP(t,r.u_world)}),fillOutlinePattern:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_world:new e.aP(t,r.u_world),u_image:new e.aI(t,r.u_image),u_texsize:new e.aP(t,r.u_texsize),u_pixel_coord_upper:new e.aP(t,r.u_pixel_coord_upper),u_pixel_coord_lower:new e.aP(t,r.u_pixel_coord_lower),u_scale:new e.aO(t,r.u_scale),u_fade:new e.aJ(t,r.u_fade)}),circle:(t,r)=>({u_camera_to_center_distance:new e.aJ(t,r.u_camera_to_center_distance),u_scale_with_map:new e.aI(t,r.u_scale_with_map),u_pitch_with_map:new e.aI(t,r.u_pitch_with_map),u_extrude_scale:new e.aP(t,r.u_extrude_scale),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_matrix:new e.aK(t,r.u_matrix)}),collisionBox:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_pixel_extrude_scale:new e.aP(t,r.u_pixel_extrude_scale)}),collisionCircle:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_inv_matrix:new e.aK(t,r.u_inv_matrix),u_camera_to_center_distance:new e.aJ(t,r.u_camera_to_center_distance),u_viewport_size:new e.aP(t,r.u_viewport_size)}),debug:(t,r)=>({u_color:new e.aM(t,r.u_color),u_matrix:new e.aK(t,r.u_matrix),u_overlay:new e.aI(t,r.u_overlay),u_overlay_scale:new e.aJ(t,r.u_overlay_scale)}),clippingMask:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix)}),heatmap:(t,r)=>({u_extrude_scale:new e.aJ(t,r.u_extrude_scale),u_intensity:new e.aJ(t,r.u_intensity),u_matrix:new e.aK(t,r.u_matrix)}),heatmapTexture:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_world:new e.aP(t,r.u_world),u_image:new e.aI(t,r.u_image),u_color_ramp:new e.aI(t,r.u_color_ramp),u_opacity:new e.aJ(t,r.u_opacity)}),hillshade:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_image:new e.aI(t,r.u_image),u_latrange:new e.aP(t,r.u_latrange),u_light:new e.aP(t,r.u_light),u_shadow:new e.aM(t,r.u_shadow),u_highlight:new e.aM(t,r.u_highlight),u_accent:new e.aM(t,r.u_accent)}),hillshadePrepare:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_image:new e.aI(t,r.u_image),u_dimension:new e.aP(t,r.u_dimension),u_zoom:new e.aJ(t,r.u_zoom),u_unpack:new e.aL(t,r.u_unpack)}),line:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_ratio:new e.aJ(t,r.u_ratio),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_units_to_pixels:new e.aP(t,r.u_units_to_pixels)}),lineGradient:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_ratio:new e.aJ(t,r.u_ratio),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_units_to_pixels:new e.aP(t,r.u_units_to_pixels),u_image:new e.aI(t,r.u_image),u_image_height:new e.aJ(t,r.u_image_height)}),linePattern:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_texsize:new e.aP(t,r.u_texsize),u_ratio:new e.aJ(t,r.u_ratio),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_image:new e.aI(t,r.u_image),u_units_to_pixels:new e.aP(t,r.u_units_to_pixels),u_scale:new e.aO(t,r.u_scale),u_fade:new e.aJ(t,r.u_fade)}),lineSDF:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_ratio:new e.aJ(t,r.u_ratio),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_units_to_pixels:new e.aP(t,r.u_units_to_pixels),u_patternscale_a:new e.aP(t,r.u_patternscale_a),u_patternscale_b:new e.aP(t,r.u_patternscale_b),u_sdfgamma:new e.aJ(t,r.u_sdfgamma),u_image:new e.aI(t,r.u_image),u_tex_y_a:new e.aJ(t,r.u_tex_y_a),u_tex_y_b:new e.aJ(t,r.u_tex_y_b),u_mix:new e.aJ(t,r.u_mix)}),raster:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_tl_parent:new e.aP(t,r.u_tl_parent),u_scale_parent:new e.aJ(t,r.u_scale_parent),u_buffer_scale:new e.aJ(t,r.u_buffer_scale),u_fade_t:new e.aJ(t,r.u_fade_t),u_opacity:new e.aJ(t,r.u_opacity),u_image0:new e.aI(t,r.u_image0),u_image1:new e.aI(t,r.u_image1),u_brightness_low:new e.aJ(t,r.u_brightness_low),u_brightness_high:new e.aJ(t,r.u_brightness_high),u_saturation_factor:new e.aJ(t,r.u_saturation_factor),u_contrast_factor:new e.aJ(t,r.u_contrast_factor),u_spin_weights:new e.aO(t,r.u_spin_weights)}),symbolIcon:(t,r)=>({u_is_size_zoom_constant:new e.aI(t,r.u_is_size_zoom_constant),u_is_size_feature_constant:new e.aI(t,r.u_is_size_feature_constant),u_size_t:new e.aJ(t,r.u_size_t),u_size:new e.aJ(t,r.u_size),u_camera_to_center_distance:new e.aJ(t,r.u_camera_to_center_distance),u_pitch:new e.aJ(t,r.u_pitch),u_rotate_symbol:new e.aI(t,r.u_rotate_symbol),u_aspect_ratio:new e.aJ(t,r.u_aspect_ratio),u_fade_change:new e.aJ(t,r.u_fade_change),u_matrix:new e.aK(t,r.u_matrix),u_label_plane_matrix:new e.aK(t,r.u_label_plane_matrix),u_coord_matrix:new e.aK(t,r.u_coord_matrix),u_is_text:new e.aI(t,r.u_is_text),u_pitch_with_map:new e.aI(t,r.u_pitch_with_map),u_is_along_line:new e.aI(t,r.u_is_along_line),u_is_variable_anchor:new e.aI(t,r.u_is_variable_anchor),u_texsize:new e.aP(t,r.u_texsize),u_texture:new e.aI(t,r.u_texture),u_translation:new e.aP(t,r.u_translation),u_pitched_scale:new e.aJ(t,r.u_pitched_scale)}),symbolSDF:(t,r)=>({u_is_size_zoom_constant:new e.aI(t,r.u_is_size_zoom_constant),u_is_size_feature_constant:new e.aI(t,r.u_is_size_feature_constant),u_size_t:new e.aJ(t,r.u_size_t),u_size:new e.aJ(t,r.u_size),u_camera_to_center_distance:new e.aJ(t,r.u_camera_to_center_distance),u_pitch:new e.aJ(t,r.u_pitch),u_rotate_symbol:new e.aI(t,r.u_rotate_symbol),u_aspect_ratio:new e.aJ(t,r.u_aspect_ratio),u_fade_change:new e.aJ(t,r.u_fade_change),u_matrix:new e.aK(t,r.u_matrix),u_label_plane_matrix:new e.aK(t,r.u_label_plane_matrix),u_coord_matrix:new e.aK(t,r.u_coord_matrix),u_is_text:new e.aI(t,r.u_is_text),u_pitch_with_map:new e.aI(t,r.u_pitch_with_map),u_is_along_line:new e.aI(t,r.u_is_along_line),u_is_variable_anchor:new e.aI(t,r.u_is_variable_anchor),u_texsize:new e.aP(t,r.u_texsize),u_texture:new e.aI(t,r.u_texture),u_gamma_scale:new e.aJ(t,r.u_gamma_scale),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_is_halo:new e.aI(t,r.u_is_halo),u_translation:new e.aP(t,r.u_translation),u_pitched_scale:new e.aJ(t,r.u_pitched_scale)}),symbolTextAndIcon:(t,r)=>({u_is_size_zoom_constant:new e.aI(t,r.u_is_size_zoom_constant),u_is_size_feature_constant:new e.aI(t,r.u_is_size_feature_constant),u_size_t:new e.aJ(t,r.u_size_t),u_size:new e.aJ(t,r.u_size),u_camera_to_center_distance:new e.aJ(t,r.u_camera_to_center_distance),u_pitch:new e.aJ(t,r.u_pitch),u_rotate_symbol:new e.aI(t,r.u_rotate_symbol),u_aspect_ratio:new e.aJ(t,r.u_aspect_ratio),u_fade_change:new e.aJ(t,r.u_fade_change),u_matrix:new e.aK(t,r.u_matrix),u_label_plane_matrix:new e.aK(t,r.u_label_plane_matrix),u_coord_matrix:new e.aK(t,r.u_coord_matrix),u_is_text:new e.aI(t,r.u_is_text),u_pitch_with_map:new e.aI(t,r.u_pitch_with_map),u_is_along_line:new e.aI(t,r.u_is_along_line),u_is_variable_anchor:new e.aI(t,r.u_is_variable_anchor),u_texsize:new e.aP(t,r.u_texsize),u_texsize_icon:new e.aP(t,r.u_texsize_icon),u_texture:new e.aI(t,r.u_texture),u_texture_icon:new e.aI(t,r.u_texture_icon),u_gamma_scale:new e.aJ(t,r.u_gamma_scale),u_device_pixel_ratio:new e.aJ(t,r.u_device_pixel_ratio),u_is_halo:new e.aI(t,r.u_is_halo),u_translation:new e.aP(t,r.u_translation),u_pitched_scale:new e.aJ(t,r.u_pitched_scale)}),background:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_opacity:new e.aJ(t,r.u_opacity),u_color:new e.aM(t,r.u_color)}),backgroundPattern:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_opacity:new e.aJ(t,r.u_opacity),u_image:new e.aI(t,r.u_image),u_pattern_tl_a:new e.aP(t,r.u_pattern_tl_a),u_pattern_br_a:new e.aP(t,r.u_pattern_br_a),u_pattern_tl_b:new e.aP(t,r.u_pattern_tl_b),u_pattern_br_b:new e.aP(t,r.u_pattern_br_b),u_texsize:new e.aP(t,r.u_texsize),u_mix:new e.aJ(t,r.u_mix),u_pattern_size_a:new e.aP(t,r.u_pattern_size_a),u_pattern_size_b:new e.aP(t,r.u_pattern_size_b),u_scale_a:new e.aJ(t,r.u_scale_a),u_scale_b:new e.aJ(t,r.u_scale_b),u_pixel_coord_upper:new e.aP(t,r.u_pixel_coord_upper),u_pixel_coord_lower:new e.aP(t,r.u_pixel_coord_lower),u_tile_units_to_pixels:new e.aJ(t,r.u_tile_units_to_pixels)}),terrain:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_texture:new e.aI(t,r.u_texture),u_ele_delta:new e.aJ(t,r.u_ele_delta),u_fog_matrix:new e.aK(t,r.u_fog_matrix),u_fog_color:new e.aM(t,r.u_fog_color),u_fog_ground_blend:new e.aJ(t,r.u_fog_ground_blend),u_fog_ground_blend_opacity:new e.aJ(t,r.u_fog_ground_blend_opacity),u_horizon_color:new e.aM(t,r.u_horizon_color),u_horizon_fog_blend:new e.aJ(t,r.u_horizon_fog_blend)}),terrainDepth:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_ele_delta:new e.aJ(t,r.u_ele_delta)}),terrainCoords:(t,r)=>({u_matrix:new e.aK(t,r.u_matrix),u_texture:new e.aI(t,r.u_texture),u_terrain_coords_id:new e.aJ(t,r.u_terrain_coords_id),u_ele_delta:new e.aJ(t,r.u_ele_delta)}),sky:(t,r)=>({u_sky_color:new e.aM(t,r.u_sky_color),u_horizon_color:new e.aM(t,r.u_horizon_color),u_horizon:new e.aJ(t,r.u_horizon),u_sky_horizon_blend:new e.aJ(t,r.u_sky_horizon_blend)})};class Qe{constructor(t,e,r){this.context=t;const n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer}bind(){this.context.bindElementBuffer.set(this.buffer)}updateData(t){const e=this.context.gl;if(!this.dynamicDraw)throw new Error(\"Attempted to update data while not in dynamic mode.\");this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)}destroy(){const t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)}}const tr={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"};class er{constructor(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;const i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer}bind(){this.context.bindVertexBuffer.set(this.buffer)}updateData(t){if(t.length!==this.length)throw new Error(`Length of new data is ${t.length}, which doesn't match current length of ${this.length}`);const e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)}enableAttributes(t,e){for(let r=0;r<this.attributes.length;r++){const n=this.attributes[r],i=e.attributes[n.name];void 0!==i&&t.enableVertexAttribArray(i)}}setVertexAttribPointers(t,e,r){for(let n=0;n<this.attributes.length;n++){const i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[tr[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}}destroy(){const t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)}}const rr=new WeakMap;function nr(t){var e;if(rr.has(t))return rr.get(t);{const r=null===(e=t.getParameter(t.VERSION))||void 0===e?void 0:e.startsWith(\"WebGL 2.0\");return rr.set(t,r),r}}class ir{constructor(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1}get(){return this.current}set(t){}getDefault(){return this.default}setDefault(){this.set(this.default)}}class ar extends ir{getDefault(){return e.aN.transparent}set(t){const e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)}}class or extends ir{getDefault(){return 1}set(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)}}class sr extends ir{getDefault(){return 0}set(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)}}class lr extends ir{getDefault(){return[!0,!0,!0,!0]}set(t){const e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)}}class cr extends ir{getDefault(){return!0}set(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)}}class ur extends ir{getDefault(){return 255}set(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)}}class hr extends ir{getDefault(){return{func:this.gl.ALWAYS,ref:0,mask:255}}set(t){const e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)}}class fr extends ir{getDefault(){const t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]}set(t){const e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)}}class pr extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}}class dr extends ir{getDefault(){return[0,1]}set(t){const e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)}}class mr extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}}class gr extends ir{getDefault(){return this.gl.LESS}set(t){(t!==this.current||this.dirty)&&(this.gl.depthFunc(t),this.current=t,this.dirty=!1)}}class yr extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;t?e.enable(e.BLEND):e.disable(e.BLEND),this.current=t,this.dirty=!1}}class vr extends ir{getDefault(){const t=this.gl;return[t.ONE,t.ZERO]}set(t){const e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)}}class xr extends ir{getDefault(){return e.aN.transparent}set(t){const e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)}}class _r extends ir{getDefault(){return this.gl.FUNC_ADD}set(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)}}class br extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;t?e.enable(e.CULL_FACE):e.disable(e.CULL_FACE),this.current=t,this.dirty=!1}}class wr extends ir{getDefault(){return this.gl.BACK}set(t){(t!==this.current||this.dirty)&&(this.gl.cullFace(t),this.current=t,this.dirty=!1)}}class Tr extends ir{getDefault(){return this.gl.CCW}set(t){(t!==this.current||this.dirty)&&(this.gl.frontFace(t),this.current=t,this.dirty=!1)}}class kr extends ir{getDefault(){return null}set(t){(t!==this.current||this.dirty)&&(this.gl.useProgram(t),this.current=t,this.dirty=!1)}}class Ar extends ir{getDefault(){return this.gl.TEXTURE0}set(t){(t!==this.current||this.dirty)&&(this.gl.activeTexture(t),this.current=t,this.dirty=!1)}}class Mr extends ir{getDefault(){const t=this.gl;return[0,0,t.drawingBufferWidth,t.drawingBufferHeight]}set(t){const e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)}}class Sr extends ir{getDefault(){return null}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}}class Er extends ir{getDefault(){return null}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}}class Cr extends ir{getDefault(){return null}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}}class Lr extends ir{getDefault(){return null}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}}class Ir extends ir{getDefault(){return null}set(t){const e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1}}class Pr extends ir{getDefault(){return null}set(t){var e;if(t===this.current&&!this.dirty)return;const r=this.gl;nr(r)?r.bindVertexArray(t):null===(e=r.getExtension(\"OES_vertex_array_object\"))||void 0===e||e.bindVertexArrayOES(t),this.current=t,this.dirty=!1}}class zr extends ir{getDefault(){return 4}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}}class Or extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}}class Dr extends ir{getDefault(){return!1}set(t){if(t===this.current&&!this.dirty)return;const e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}}class Rr extends ir{constructor(t,e){super(t),this.context=t,this.parent=e}getDefault(){return null}}class Fr extends Rr{setDirty(){this.dirty=!0}set(t){if(t===this.current&&!this.dirty)return;this.context.bindFramebuffer.set(this.parent);const e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}}class Br extends Rr{set(t){if(t===this.current&&!this.dirty)return;this.context.bindFramebuffer.set(this.parent);const e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}}class Nr extends Rr{set(t){if(t===this.current&&!this.dirty)return;this.context.bindFramebuffer.set(this.parent);const e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_STENCIL_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}}class jr{constructor(t,e,r,n,i){this.context=t,this.width=e,this.height=r;const a=t.gl,o=this.framebuffer=a.createFramebuffer();if(this.colorAttachment=new Fr(t,o),n)this.depthAttachment=i?new Nr(t,o):new Br(t,o);else if(i)throw new Error(\"Stencil cannot be set without depth\");if(a.checkFramebufferStatus(a.FRAMEBUFFER)!==a.FRAMEBUFFER_COMPLETE)throw new Error(\"Framebuffer is not complete\")}destroy(){const t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){const e=this.depthAttachment.get();e&&t.deleteRenderbuffer(e)}t.deleteFramebuffer(this.framebuffer)}}class Ur{constructor(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r}}Ur.Replace=[1,0],Ur.disabled=new Ur(Ur.Replace,e.aN.transparent,[!1,!1,!1,!1]),Ur.unblended=new Ur(Ur.Replace,e.aN.transparent,[!0,!0,!0,!0]),Ur.alphaBlended=new Ur([1,771],e.aN.transparent,[!0,!0,!0,!0]);class Vr{constructor(t){var e,r;if(this.gl=t,this.clearColor=new ar(this),this.clearDepth=new or(this),this.clearStencil=new sr(this),this.colorMask=new lr(this),this.depthMask=new cr(this),this.stencilMask=new ur(this),this.stencilFunc=new hr(this),this.stencilOp=new fr(this),this.stencilTest=new pr(this),this.depthRange=new dr(this),this.depthTest=new mr(this),this.depthFunc=new gr(this),this.blend=new yr(this),this.blendFunc=new vr(this),this.blendColor=new xr(this),this.blendEquation=new _r(this),this.cullFace=new br(this),this.cullFaceSide=new wr(this),this.frontFace=new Tr(this),this.program=new kr(this),this.activeTexture=new Ar(this),this.viewport=new Mr(this),this.bindFramebuffer=new Sr(this),this.bindRenderbuffer=new Er(this),this.bindTexture=new Cr(this),this.bindVertexBuffer=new Lr(this),this.bindElementBuffer=new Ir(this),this.bindVertexArray=new Pr(this),this.pixelStoreUnpack=new zr(this),this.pixelStoreUnpackPremultiplyAlpha=new Or(this),this.pixelStoreUnpackFlipY=new Dr(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.maxTextureSize=t.getParameter(t.MAX_TEXTURE_SIZE),nr(t)){this.HALF_FLOAT=t.HALF_FLOAT;const n=t.getExtension(\"EXT_color_buffer_half_float\");this.RGBA16F=null!==(e=t.RGBA16F)&&void 0!==e?e:null==n?void 0:n.RGBA16F_EXT,this.RGB16F=null!==(r=t.RGB16F)&&void 0!==r?r:null==n?void 0:n.RGB16F_EXT,t.getExtension(\"EXT_color_buffer_float\")}else{t.getExtension(\"EXT_color_buffer_half_float\"),t.getExtension(\"OES_texture_half_float_linear\");const e=t.getExtension(\"OES_texture_half_float\");this.HALF_FLOAT=null==e?void 0:e.HALF_FLOAT_OES}}setDefault(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()}setDirty(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.bindVertexArray.dirty=!0,this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0}createIndexBuffer(t,e){return new Qe(this,t,e)}createVertexBuffer(t,e,r){return new er(this,t,e,r)}createRenderbuffer(t,e,r){const n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i}createFramebuffer(t,e,r,n){return new jr(this,t,e,r,n)}clear({color:t,depth:e,stencil:r}){const n=this.gl;let i=0;t&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(t),this.colorMask.set([!0,!0,!0,!0])),void 0!==e&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(e),this.depthMask.set(!0)),void 0!==r&&(i|=n.STENCIL_BUFFER_BIT,this.clearStencil.set(r),this.stencilMask.set(255)),n.clear(i)}setCullFace(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))}setDepthMode(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)}setStencilMode(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)}setColorMode(t){e.aF(t.blendFunction,Ur.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(t.blendFunction),this.blendColor.set(t.blendColor)),this.colorMask.set(t.mask)}createVertexArray(){var t;return nr(this.gl)?this.gl.createVertexArray():null===(t=this.gl.getExtension(\"OES_vertex_array_object\"))||void 0===t?void 0:t.createVertexArrayOES()}deleteVertexArray(t){var e;return nr(this.gl)?this.gl.deleteVertexArray(t):null===(e=this.gl.getExtension(\"OES_vertex_array_object\"))||void 0===e?void 0:e.deleteVertexArrayOES(t)}unbindVAO(){this.bindVertexArray.set(null)}}class qr{constructor(t,e,r){this.func=t,this.mask=e,this.range=r}}qr.ReadOnly=!1,qr.ReadWrite=!0,qr.disabled=new qr(519,qr.ReadOnly,[0,1]);const Hr=7680;class Gr{constructor(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a}}Gr.disabled=new Gr({func:519,mask:0},0,0,Hr,Hr,Hr);class Zr{constructor(t,e,r){this.enable=t,this.mode=e,this.frontFace=r}}let Wr;function Yr(t,r,n,i,a){const o=t.context,s=o.gl,l=t.useProgram(\"collisionBox\"),c=[];let u=0,h=0;for(let f=0;f<i.length;f++){const p=i[f],d=r.getTile(p).getBucket(n);if(!d)continue;const m=a?d.textCollisionBox:d.iconCollisionBox,g=d.collisionCircleArray;if(g.length>0){const r=e.H();e.aR(r,d.placementInvProjMatrix,t.transform.glCoordMatrix),e.aR(r,r,d.placementViewportMatrix),c.push({circleArray:g,circleOffset:h,transform:p.posMatrix,invTransform:r,coord:p}),u+=g.length/4,h=u}m&&l.draw(o,s.LINES,qr.disabled,Gr.disabled,t.colorModeForRenderPass(),Zr.disabled,Le(t.transform,p.posMatrix),t.style.map.terrain&&t.style.map.terrain.getTerrainData(p),n.id,m.layoutVertexBuffer,m.indexBuffer,m.segments,null,t.transform.zoom,null,null,m.collisionVertexBuffer)}if(!a||!c.length)return;const f=t.useProgram(\"collisionCircle\"),p=new e.aS;p.resize(4*u),p._trim();let d=0;for(const t of c)for(let e=0;e<t.circleArray.length/4;e++){const r=4*e,n=t.circleArray[r+0],i=t.circleArray[r+1],a=t.circleArray[r+2],o=t.circleArray[r+3];p.emplace(d++,n,i,a,o,0),p.emplace(d++,n,i,a,o,1),p.emplace(d++,n,i,a,o,2),p.emplace(d++,n,i,a,o,3)}(!Wr||Wr.length<2*u)&&(Wr=function(t){const r=2*t,n=new e.aU;n.resize(r),n._trim();for(let t=0;t<r;t++){const e=6*t;n.uint16[e+0]=4*t+0,n.uint16[e+1]=4*t+1,n.uint16[e+2]=4*t+2,n.uint16[e+3]=4*t+2,n.uint16[e+4]=4*t+3,n.uint16[e+5]=4*t+0}return n}(u));const m=o.createIndexBuffer(Wr,!0),g=o.createVertexBuffer(p,e.aT.members,!0);for(const r of c){const i=Ie(r.transform,r.invTransform,t.transform);f.draw(o,s.TRIANGLES,qr.disabled,Gr.disabled,t.colorModeForRenderPass(),Zr.disabled,i,t.style.map.terrain&&t.style.map.terrain.getTerrainData(r.coord),n.id,g,m,e.a0.simpleSegment(0,2*r.circleOffset,r.circleArray.length,r.circleArray.length/2),null,t.transform.zoom,null,null,null)}g.destroy(),m.destroy()}Zr.disabled=new Zr(!1,1029,2305),Zr.backCCW=new Zr(!0,1029,2305);const Xr=e.ao(new Float32Array(16));function $r(t,r,n,i,a){if(\"translucent\"!==t.renderPass)return;const o=Gr.disabled,s=t.colorModeForRenderPass();(n._unevaluatedLayout.hasValue(\"text-variable-anchor\")||n._unevaluatedLayout.hasValue(\"text-variable-anchor-offset\"))&&function(t,r,n,i,a,o,s,l,c){const u=r.transform,h=ie(),f=\"map\"===a,p=\"map\"===o;for(const a of t){const t=i.getTile(a),o=t.getBucket(n);if(!o||!o.text||!o.text.segments.get().length)continue;const d=o.textSizeData,m=e.ah(d,u.zoom),g=Nt(t,1,r.transform.zoom),y=_t(a.posMatrix,p,f,r.transform,g),v=\"none\"!==n.layout.get(\"icon-text-fit\")&&o.hasIconData();if(m){const e=Math.pow(2,u.zoom-t.tileID.overscaledZ),n=r.style.map.terrain?(t,e)=>r.style.map.terrain.getElevation(a,t,e):null,i=h.translatePosition(u,t,s,l);Qr(o,f,p,c,u,y,a.posMatrix,e,m,v,h,i,a.toUnwrapped(),n)}}}(i,t,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&en(t,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&en(t,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Yr(t,r,n,i,!0),Yr(t,r,n,i,!1))}function Jr(t,r,n,i,a,o){const{horizontalAlign:s,verticalAlign:l}=e.av(t),c=-(s-.5)*r,u=-(l-.5)*n;return new e.P((c/a+i[0])*o,(u/a+i[1])*o)}function Kr(t,r,n,i,a,o){const s=r.tileAnchorPoint.add(new e.P(r.translation[0],r.translation[1]));if(r.pitchWithMap){let t=i.mult(o);return n||(t=t.rotate(-a)),wt(s.add(t),r.labelPlaneMatrix,r.getElevation).point}if(n){const e=It(r.tileAnchorPoint.x+1,r.tileAnchorPoint.y,r).point.sub(t),n=Math.atan(e.y/e.x)+(e.x<0?Math.PI:0);return t.add(i.rotate(n))}return t.add(i)}function Qr(t,r,n,i,a,o,s,l,c,u,h,f,p,d){const m=t.text.placedSymbolArray,g=t.text.dynamicLayoutVertexArray,y=t.icon.dynamicLayoutVertexArray,v={};g.clear();for(let y=0;y<m.length;y++){const x=m.get(y),_=t.allowVerticalPlacement&&!x.placedOrientation,b=x.hidden||!x.crossTileID||_?null:i[x.crossTileID];if(b){const i=new e.P(x.anchorX,x.anchorY),m={getElevation:d,width:a.width,height:a.height,labelPlaneMatrix:o,lineVertexArray:null,pitchWithMap:n,projection:h,projectionCache:null,tileAnchorPoint:i,translation:f,unwrappedTileID:p},y=n?wt(i,s,d):It(i.x,i.y,m),_=Tt(a.cameraToCenterDistance,y.signedDistanceFromCamera);let w=e.aj(t.textSizeData,c,x)*_/e.aq;n&&(w*=t.tilePixelRatio/l);const{width:T,height:k,anchor:A,textOffset:M,textBoxScale:S}=b,E=Jr(A,T,k,M,S,w),C=h.getPitchedTextCorrection(a,i.add(new e.P(f[0],f[1])),p),L=Kr(y.point,m,r,E,a.angle,C),I=t.allowVerticalPlacement&&x.placedOrientation===e.ai.vertical?Math.PI/2:0;for(let t=0;t<x.numGlyphs;t++)e.ak(g,L,I);u&&x.associatedIconIndex>=0&&(v[x.associatedIconIndex]={shiftedAnchor:L,angle:I})}else Rt(x.numGlyphs,g)}if(u){y.clear();const r=t.icon.placedSymbolArray;for(let t=0;t<r.length;t++){const n=r.get(t);if(n.hidden)Rt(n.numGlyphs,y);else{const r=v[t];if(r)for(let t=0;t<n.numGlyphs;t++)e.ak(y,r.shiftedAnchor,r.angle);else Rt(n.numGlyphs,y)}}t.icon.dynamicLayoutVertexBuffer.updateData(y)}t.text.dynamicLayoutVertexBuffer.updateData(g)}function tn(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function en(t,r,n,i,a,o,s,l,c,u,h,f){const p=t.context,d=p.gl,m=t.transform,g=ie(),y=\"map\"===l,v=\"map\"===c,x=\"viewport\"!==l&&\"point\"!==n.layout.get(\"symbol-placement\"),_=y&&!v&&!x,b=!v&&x,w=!n.layout.get(\"symbol-sort-key\").isConstant();let T=!1;const k=t.depthModeForSublayer(0,qr.ReadOnly),A=n._unevaluatedLayout.hasValue(\"text-variable-anchor\")||n._unevaluatedLayout.hasValue(\"text-variable-anchor-offset\"),M=[],S=g.getCircleRadiusCorrection(m);for(const l of i){const i=r.getTile(l),c=i.getBucket(n);if(!c)continue;const h=a?c.text:c.icon;if(!h||!h.segments.get().length||!h.hasVisibleVertices)continue;const f=h.programConfigurations.get(n.id),p=a||c.sdfIcons,k=a?c.textSizeData:c.iconSizeData,E=v||0!==m.pitch,C=t.useProgram(tn(p,a,c),f),L=e.ah(k,m.zoom),I=t.style.map.terrain&&t.style.map.terrain.getTerrainData(l);let P,z,O,D,R=[0,0],F=null;if(a){if(z=i.glyphAtlasTexture,O=d.LINEAR,P=i.glyphAtlasTexture.size,c.iconsInText){R=i.imageAtlasTexture.size,F=i.imageAtlasTexture;const e=\"composite\"===k.kind||\"camera\"===k.kind;D=E||t.options.rotating||t.options.zooming||e?d.LINEAR:d.NEAREST}}else{const e=1!==n.layout.get(\"icon-size\").constantOr(0)||c.iconsNeedLinear;z=i.imageAtlasTexture,O=p||t.options.rotating||t.options.zooming||e||E?d.LINEAR:d.NEAREST,P=i.imageAtlasTexture.size}const B=Nt(i,1,t.transform.zoom),N=b?l.posMatrix:Xr,j=_t(N,v,y,t.transform,B),U=bt(N,v,y,t.transform,B),V=bt(l.posMatrix,v,y,t.transform,B),q=g.translatePosition(t.transform,i,o,s),H=A&&c.hasTextData(),G=\"none\"!==n.layout.get(\"icon-text-fit\")&&H&&c.hasIconData();if(x){const e=t.style.map.terrain?(e,r)=>t.style.map.terrain.getElevation(l,e,r):null,r=\"map\"===n.layout.get(\"text-rotation-alignment\");At(c,l.posMatrix,t,a,j,V,v,u,r,g,l.toUnwrapped(),m.width,m.height,q,e)}const Z=l.posMatrix,W=a&&A||G,Y=x||W?Xr:j,X=U,$=p&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1);let J;J=p?c.iconsInText?Xe(k.kind,L,_,v,x,W,t,Z,Y,X,q,P,R,S):Ye(k.kind,L,_,v,x,W,t,Z,Y,X,q,a,P,!0,S):We(k.kind,L,_,v,x,W,t,Z,Y,X,q,a,P,S);const K={program:C,buffers:h,uniformValues:J,atlasTexture:z,atlasTextureIcon:F,atlasInterpolation:O,atlasInterpolationIcon:D,isSDF:p,hasHalo:$};if(w&&c.canOverlap){T=!0;const t=h.segments.get();for(const r of t)M.push({segments:new e.a0([r]),sortKey:r.sortKey,state:K,terrainData:I})}else M.push({segments:h.segments,sortKey:0,state:K,terrainData:I})}T&&M.sort(((t,e)=>t.sortKey-e.sortKey));for(const e of M){const r=e.state;if(p.activeTexture.set(d.TEXTURE0),r.atlasTexture.bind(r.atlasInterpolation,d.CLAMP_TO_EDGE),r.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),r.atlasTextureIcon&&r.atlasTextureIcon.bind(r.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),r.isSDF){const i=r.uniformValues;r.hasHalo&&(i.u_is_halo=1,rn(r.buffers,e.segments,n,t,r.program,k,h,f,i,e.terrainData)),i.u_is_halo=0}rn(r.buffers,e.segments,n,t,r.program,k,h,f,r.uniformValues,e.terrainData)}}function rn(t,e,r,n,i,a,o,s,l,c){const u=n.context,h=u.gl;i.draw(u,h.TRIANGLES,a,o,s,Zr.disabled,l,c,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function nn(t,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===t.renderPass){const a=t.context,o=a.gl,s=Gr.disabled,l=new Ur([o.ONE,o.ONE],e.aN.transparent,[!0,!0,!0,!0]);(function(t,e,r){const n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);let i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{const a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1,!1),function(t,e,r,n){var i,a;const o=t.gl,s=null!==(i=t.HALF_FLOAT)&&void 0!==i?i:o.UNSIGNED_BYTE,l=null!==(a=t.RGBA16F)&&void 0!==a?a:o.RGBA;o.texImage2D(o.TEXTURE_2D,0,l,e.width/4,e.height/4,0,o.RGBA,s,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,t,n),a.clear({color:e.aN.transparent});for(let e=0;e<i.length;e++){const c=i[e];if(r.hasRenderableParent(c))continue;const u=r.getTile(c),h=u.getBucket(n);if(!h)continue;const f=h.programConfigurations.get(n.id),p=t.useProgram(\"heatmap\",f),{zoom:d}=t.transform;p.draw(a,o.TRIANGLES,qr.disabled,s,l,Zr.disabled,Oe(c.posMatrix,u,d,n.paint.get(\"heatmap-intensity\")),null,n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,t.transform.zoom,f)}a.viewport.set([0,0,t.width,t.height])}else\"translucent\"===t.renderPass&&(t.context.setColorMode(t.colorModeForRenderPass()),function(t,e){const r=t.context,n=r.gl,i=e.heatmapFbo;if(!i)return;r.activeTexture.set(n.TEXTURE0),n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),r.activeTexture.set(n.TEXTURE1);let a=e.colorRampTexture;a||(a=e.colorRampTexture=new w(r,e.colorRamp,n.RGBA)),a.bind(n.LINEAR,n.CLAMP_TO_EDGE),t.useProgram(\"heatmapTexture\").draw(r,n.TRIANGLES,qr.disabled,Gr.disabled,t.colorModeForRenderPass(),Zr.disabled,De(t,e,0,1),null,e.id,t.viewportBuffer,t.quadTriangleIndexBuffer,t.viewportSegments,e.paint,t.transform.zoom)}(t,n))}function an(t,e,r,n,i){if(!r||!n||!n.imageAtlas)return;const a=n.imageAtlas.patternPositions;let o=a[r.to.toString()],s=a[r.from.toString()];if(!o&&s&&(o=s),!s&&o&&(s=o),!o||!s){const t=i.getPaintProperty(e);o=a[t],s=a[t]}o&&s&&t.setConstantPatternPositions(o,s)}function on(t,e,r,n,i,a,o){const s=t.context.gl,l=\"fill-pattern\",c=r.paint.get(l),u=c&&c.constantOr(1),h=r.getCrossfadeParameters();let f,p,d,m,g;o?(p=u&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",f=s.LINES):(p=u?\"fillPattern\":\"fill\",f=s.TRIANGLES);const y=c.constantOr(null);for(const c of n){const n=e.getTile(c);if(u&&!n.patternsLoaded())continue;const v=n.getBucket(r);if(!v)continue;const x=v.programConfigurations.get(r.id),_=t.useProgram(p,x),b=t.style.map.terrain&&t.style.map.terrain.getTerrainData(c);u&&(t.context.activeTexture.set(s.TEXTURE0),n.imageAtlasTexture.bind(s.LINEAR,s.CLAMP_TO_EDGE),x.updatePaintBuffers(h)),an(x,l,y,n,r);const w=b?c:null,T=w?w.posMatrix:c.posMatrix,k=t.translatePosMatrix(T,n,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){m=v.indexBuffer2,g=v.segments2;const e=[s.drawingBufferWidth,s.drawingBufferHeight];d=\"fillOutlinePattern\"===p&&u?Ee(k,t,h,n,e):Se(k,e)}else m=v.indexBuffer,g=v.segments,d=u?Me(k,t,h,n):Ae(k);_.draw(t.context,f,i,t.stencilModeForClipping(c),a,Zr.disabled,d,b,r.id,v.layoutVertexBuffer,m,g,r.paint,t.transform.zoom,x)}}function sn(t,e,r,n,i,a,o){const s=t.context,l=s.gl,c=\"fill-extrusion-pattern\",u=r.paint.get(c),h=u.constantOr(1),f=r.getCrossfadeParameters(),p=r.paint.get(\"fill-extrusion-opacity\"),d=u.constantOr(null);for(const u of n){const n=e.getTile(u),m=n.getBucket(r);if(!m)continue;const g=t.style.map.terrain&&t.style.map.terrain.getTerrainData(u),y=m.programConfigurations.get(r.id),v=t.useProgram(h?\"fillExtrusionPattern\":\"fillExtrusion\",y);h&&(t.context.activeTexture.set(l.TEXTURE0),n.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f)),an(y,c,d,n,r);const x=t.translatePosMatrix(u.posMatrix,n,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),_=r.paint.get(\"fill-extrusion-vertical-gradient\"),b=h?ke(x,t,_,p,u,f,n):Te(x,t,_,p);v.draw(s,s.gl.TRIANGLES,i,a,o,Zr.backCCW,b,g,r.id,m.layoutVertexBuffer,m.indexBuffer,m.segments,r.paint,t.transform.zoom,y,t.style.map.terrain&&m.centroidVertexBuffer)}}function ln(t,e,r,n,i,a,o){const s=t.context,l=s.gl,c=r.fbo;if(!c)return;const u=t.useProgram(\"hillshade\"),h=t.style.map.terrain&&t.style.map.terrain.getTerrainData(e);s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());const f=h?e:null;u.draw(s,l.TRIANGLES,i,a,o,Zr.disabled,Re(t,r,n,f),h,n.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}function cn(t,e,r,n,i,a){const o=t.context,s=o.gl,l=e.dem;if(l&&l.data){const c=l.dim,u=l.stride,h=l.getPixels();if(o.activeTexture.set(s.TEXTURE1),o.pixelStoreUnpackPremultiplyAlpha.set(!1),e.demTexture=e.demTexture||t.getTileTexture(u),e.demTexture){const t=e.demTexture;t.update(h,{premultiply:!1}),t.bind(s.NEAREST,s.CLAMP_TO_EDGE)}else e.demTexture=new w(o,h,s.RGBA,{premultiply:!1}),e.demTexture.bind(s.NEAREST,s.CLAMP_TO_EDGE);o.activeTexture.set(s.TEXTURE0);let f=e.fbo;if(!f){const t=new w(o,{width:c,height:c,data:null},s.RGBA);t.bind(s.LINEAR,s.CLAMP_TO_EDGE),f=e.fbo=o.createFramebuffer(c,c,!0,!1),f.colorAttachment.set(t.texture)}o.bindFramebuffer.set(f.framebuffer),o.viewport.set([0,0,c,c]),t.useProgram(\"hillshadePrepare\").draw(o,s.TRIANGLES,n,i,a,Zr.disabled,Fe(e.tileID,l),null,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments),e.needsHillshadePrepare=!1}}function un(t,r,n,i,o,s){const l=i.paint.get(\"raster-fade-duration\");if(!s&&l>0){const i=a.now(),s=(i-t.timeAdded)/l,c=r?(i-r.timeAdded)/l:-1,u=n.getSource(),h=o.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(t.tileID.overscaledZ-h),p=f&&t.refreshedUponExpiration?1:e.ad(f?s:1-c,0,1);return t.refreshedUponExpiration&&s>=1&&(t.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}const hn=new e.aN(1,0,0,1),fn=new e.aN(0,1,0,1),pn=new e.aN(0,0,1,1),dn=new e.aN(1,0,1,1),mn=new e.aN(0,1,1,1);function gn(t){const e=t.transform.padding;yn(t,t.transform.height-(e.top||0),3,hn),yn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,pn),vn(t,t.transform.width-(e.right||0),3,dn);const r=t.transform.centerPoint;!function(t,e,r,n){const i=20,a=2;xn(t,e-a/2,r-i/2,a,i,n),xn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,mn)}function yn(t,e,r,n){xn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){xn(t,e-r/2,0,r,t.transform.height,n)}function xn(t,e,r,n,i,a){const o=t.context,s=o.gl;s.enable(s.SCISSOR_TEST),s.scissor(e*t.pixelRatio,r*t.pixelRatio,n*t.pixelRatio,i*t.pixelRatio),o.clear({color:a}),s.disable(s.SCISSOR_TEST)}function _n(t,r,n){const i=t.context,a=i.gl,o=n.posMatrix,s=t.useProgram(\"debug\"),l=qr.disabled,c=Gr.disabled,u=t.colorModeForRenderPass(),h=\"$debug\",f=t.style.map.terrain&&t.style.map.terrain.getTerrainData(n);i.activeTexture.set(a.TEXTURE0);const p=r.getTileByID(n.key).latestRawTileData,d=p&&p.byteLength||0,m=Math.floor(d/1024),g=r.getTile(n).tileSize,y=512/Math.min(g,512)*(n.overscaledZ/t.transform.zoom)*.5;let v=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(v+=` => ${n.overscaledZ}`),function(t,e){t.initDebugOverlayCanvas();const r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(t,`${v} ${m}kB`),s.draw(i,a.TRIANGLES,l,c,Ur.alphaBlended,Zr.disabled,Pe(o,e.aN.transparent,y),null,h,t.debugBuffer,t.quadTriangleIndexBuffer,t.debugSegments),s.draw(i,a.LINE_STRIP,l,c,u,Zr.disabled,Pe(o,e.aN.red),f,h,t.debugBuffer,t.tileBorderIndexBuffer,t.debugSegments)}function bn(t,e,r){const n=t.context,i=n.gl,a=t.colorModeForRenderPass(),o=new qr(i.LEQUAL,qr.ReadWrite,t.depthRangeFor3D),s=t.useProgram(\"terrain\"),l=e.getTerrainMesh();n.bindFramebuffer.set(null),n.viewport.set([0,0,t.width,t.height]);for(const c of r){const r=t.renderToTexture.getTexture(c),u=e.getTerrainData(c.tileID);n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,r.texture);const h=t.transform.calculatePosMatrix(c.tileID.toUnwrapped()),f=e.getMeshFrameDelta(t.transform.zoom),p=t.transform.calculateFogMatrix(c.tileID.toUnwrapped()),d=xe(h,f,p,t.style.sky,t.transform.pitch);s.draw(n,i.TRIANGLES,o,Gr.disabled,a,Zr.backCCW,d,u,\"terrain\",l.vertexBuffer,l.indexBuffer,l.segments)}}class wn{constructor(t,e,r){this.vertexBuffer=t,this.indexBuffer=e,this.segments=r}destroy(){this.vertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.vertexBuffer=null,this.indexBuffer=null,this.segments=null}}class Tn{constructor(t,r){this.context=new Vr(t),this.transform=r,this._tileTextures={},this.terrainFacilitator={dirty:!0,matrix:e.ao(new Float64Array(16)),renderTime:0},this.setup(),this.numSublayers=dt.maxUnderzooming+dt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new he}resize(t,e,r){if(this.width=Math.floor(t*r),this.height=Math.floor(e*r),this.pixelRatio=r,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(const t of this.style._order)this.style._layers[t].resize()}setup(){const t=this.context,r=new e.aX;r.emplaceBack(0,0),r.emplaceBack(e.X,0),r.emplaceBack(0,e.X),r.emplaceBack(e.X,e.X),this.tileExtentBuffer=t.createVertexBuffer(r,me.members),this.tileExtentSegments=e.a0.simpleSegment(0,0,4,2);const n=new e.aX;n.emplaceBack(0,0),n.emplaceBack(e.X,0),n.emplaceBack(0,e.X),n.emplaceBack(e.X,e.X),this.debugBuffer=t.createVertexBuffer(n,me.members),this.debugSegments=e.a0.simpleSegment(0,0,4,5);const i=new e.$;i.emplaceBack(0,0,0,0),i.emplaceBack(e.X,0,e.X,0),i.emplaceBack(0,e.X,0,e.X),i.emplaceBack(e.X,e.X,e.X,e.X),this.rasterBoundsBuffer=t.createVertexBuffer(i,et.members),this.rasterBoundsSegments=e.a0.simpleSegment(0,0,4,2);const a=new e.aX;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=t.createVertexBuffer(a,me.members),this.viewportSegments=e.a0.simpleSegment(0,0,4,2);const o=new e.aZ;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=t.createIndexBuffer(o);const s=new e.aY;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=t.createIndexBuffer(s);const l=this.context.gl;this.stencilClearMode=new Gr({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)}clearStencil(){const t=this.context,r=t.gl;this.nextStencilID=1,this.currentStencilSource=void 0;const n=e.H();e.aQ(n,0,this.width,this.height,0,0,1),e.K(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(t,r.TRIANGLES,qr.disabled,this.stencilClearMode,Ur.disabled,Zr.disabled,ze(n),null,\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)}_renderTileClippingMasks(t,e){if(this.currentStencilSource===t.source||!t.isTileClipped()||!e||!e.length)return;this.currentStencilSource=t.source;const r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Ur.disabled),r.setDepthMode(qr.disabled);const i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(const t of e){const e=this._tileClippingMaskIDs[t.key]=this.nextStencilID++,a=this.style.map.terrain&&this.style.map.terrain.getTerrainData(t);i.draw(r,n.TRIANGLES,qr.disabled,new Gr({func:n.ALWAYS,mask:0},e,255,n.KEEP,n.KEEP,n.REPLACE),Ur.disabled,Zr.disabled,ze(t.posMatrix),a,\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}stencilModeFor3D(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();const t=this.nextStencilID++,e=this.context.gl;return new Gr({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)}stencilModeForClipping(t){const e=this.context.gl;return new Gr({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)}stencilConfigForOverlap(t){const e=this.context.gl,r=t.sort(((t,e)=>e.overscaledZ-t.overscaledZ)),n=r[r.length-1].overscaledZ,i=r[0].overscaledZ-n+1;if(i>1){this.currentStencilSource=void 0,this.nextStencilID+i>256&&this.clearStencil();const t={};for(let r=0;r<i;r++)t[r+n]=new Gr({func:e.GEQUAL,mask:255},r+this.nextStencilID,255,e.KEEP,e.KEEP,e.REPLACE);return this.nextStencilID+=i,[t,r]}return[{[n]:Gr.disabled},r]}colorModeForRenderPass(){const t=this.context.gl;if(this._showOverdrawInspector){const r=1/8;return new Ur([t.CONSTANT_COLOR,t.ONE],new e.aN(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Ur.unblended:Ur.alphaBlended}depthModeForSublayer(t,e,r){if(!this.opaquePassEnabledForLayer())return qr.disabled;const n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new qr(r||this.context.gl.LEQUAL,e,[n,n])}opaquePassEnabledForLayer(){return this.currentLayer<this.opaquePassCutoff}render(t,r){var n;this.style=t,this.options=r,this.lineAtlas=t.lineAtlas,this.imageManager=t.imageManager,this.glyphManager=t.glyphManager,this.symbolFadeChange=t.placement.symbolFadeChange(a.now()),this.imageManager.beginFrame();const i=this.style._order,o=this.style.sourceCaches,s={},l={},c={};for(const t in o){const e=o[t];e.used&&e.prepare(this.context),s[t]=e.getVisibleCoordinates(),l[t]=s[t].slice().reverse(),c[t]=e.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(let t=0;t<i.length;t++){const e=i[t];if(this.style._layers[e].is3D()){this.opaquePassCutoff=t;break}}this.maybeDrawDepthAndCoords(!1),this.renderToTexture&&(this.renderToTexture.prepareForRender(this.style,this.transform.zoom),this.opaquePassCutoff=0),this.renderPass=\"offscreen\";for(const t of i){const e=this.style._layers[t];if(!e.hasOffscreenPass()||e.isHidden(this.transform.zoom))continue;const r=l[e.source];(\"custom\"===e.type||r.length)&&this.renderLayer(this,o[e.source],e,r)}if(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?e.aN.black:e.aN.transparent,depth:1}),this.clearStencil(),(null===(n=this.style.stylesheet)||void 0===n?void 0:n.sky)&&function(t,r){const n=t.context,i=n.gl,a=((t,e,r)=>({u_sky_color:t.properties.get(\"sky-color\"),u_horizon_color:t.properties.get(\"horizon-color\"),u_horizon:(e.height/2+e.getHorizon())*r,u_sky_horizon_blend:t.properties.get(\"sky-horizon-blend\")*e.height/2*r}))(r,t.style.map.transform,t.pixelRatio),o=new qr(i.LEQUAL,qr.ReadWrite,[0,1]),s=Gr.disabled,l=t.colorModeForRenderPass(),c=t.useProgram(\"sky\");if(!r.mesh){const t=new e.aX;t.emplaceBack(-1,-1),t.emplaceBack(1,-1),t.emplaceBack(1,1),t.emplaceBack(-1,1);const i=new e.aY;i.emplaceBack(0,1,2),i.emplaceBack(0,2,3),r.mesh=new wn(n.createVertexBuffer(t,me.members),n.createIndexBuffer(i),e.a0.simpleSegment(0,0,t.length,i.length))}c.draw(n,i.TRIANGLES,o,s,l,Zr.disabled,a,void 0,\"sky\",r.mesh.vertexBuffer,r.mesh.indexBuffer,r.mesh.segments)}(this,this.style.sky),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(t._order.length+2)*this.numSublayers*this.depthEpsilon],!this.renderToTexture)for(this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){const t=this.style._layers[i[this.currentLayer]],e=o[t.source],r=s[t.source];this._renderTileClippingMasks(t,r),this.renderLayer(this,e,t,r)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){const t=this.style._layers[i[this.currentLayer]],e=o[t.source];if(this.renderToTexture&&this.renderToTexture.renderLayer(t))continue;const r=(\"symbol\"===t.type?c:l)[t.source];this._renderTileClippingMasks(t,s[t.source]),this.renderLayer(this,e,t,r)}if(this.options.showTileBoundaries){const t=function(t,e){let r=null;const n=Object.values(t._layers).flatMap((r=>r.source&&!r.isHidden(e)?[t.sourceCaches[r.source]]:[])),i=n.filter((t=>\"vector\"===t.getSource().type)),a=n.filter((t=>\"vector\"!==t.getSource().type)),o=t=>{(!r||r.getSource().maxzoom<t.getSource().maxzoom)&&(r=t)};return i.forEach((t=>o(t))),r||a.forEach((t=>o(t))),r}(this.style,this.transform.zoom);t&&function(t,e,r){for(let n=0;n<r.length;n++)_n(t,e,r[n])}(this,t,t.getVisibleCoordinates())}this.options.showPadding&&gn(this),this.context.setDefault()}maybeDrawDepthAndCoords(t){if(!this.style||!this.style.map||!this.style.map.terrain)return;const r=this.terrainFacilitator.matrix,n=this.transform.modelViewProjectionMatrix;let i=this.terrainFacilitator.dirty;i||(i=t?!e.a_(r,n):!e.a$(r,n)),i||(i=this.style.map.terrain.sourceCache.tilesAfterTime(this.terrainFacilitator.renderTime).length>0),i&&(e.b0(r,n),this.terrainFacilitator.renderTime=Date.now(),this.terrainFacilitator.dirty=!1,function(t,r){const n=t.context,i=n.gl,a=Ur.unblended,o=new qr(i.LEQUAL,qr.ReadWrite,[0,1]),s=r.getTerrainMesh(),l=r.sourceCache.getRenderableTiles(),c=t.useProgram(\"terrainDepth\");n.bindFramebuffer.set(r.getFramebuffer(\"depth\").framebuffer),n.viewport.set([0,0,t.width/devicePixelRatio,t.height/devicePixelRatio]),n.clear({color:e.aN.transparent,depth:1});for(const e of l){const l=r.getTerrainData(e.tileID),u={u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped()),u_ele_delta:r.getMeshFrameDelta(t.transform.zoom)};c.draw(n,i.TRIANGLES,o,Gr.disabled,a,Zr.backCCW,u,l,\"terrain\",s.vertexBuffer,s.indexBuffer,s.segments)}n.bindFramebuffer.set(null),n.viewport.set([0,0,t.width,t.height])}(this,this.style.map.terrain),function(t,r){const n=t.context,i=n.gl,a=Ur.unblended,o=new qr(i.LEQUAL,qr.ReadWrite,[0,1]),s=r.getTerrainMesh(),l=r.getCoordsTexture(),c=r.sourceCache.getRenderableTiles(),u=t.useProgram(\"terrainCoords\");n.bindFramebuffer.set(r.getFramebuffer(\"coords\").framebuffer),n.viewport.set([0,0,t.width/devicePixelRatio,t.height/devicePixelRatio]),n.clear({color:e.aN.transparent,depth:1}),r.coordsIndex=[];for(const e of c){const c=r.getTerrainData(e.tileID);n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,l.texture);const h={u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped()),u_terrain_coords_id:(255-r.coordsIndex.length)/255,u_texture:0,u_ele_delta:r.getMeshFrameDelta(t.transform.zoom)};u.draw(n,i.TRIANGLES,o,Gr.disabled,a,Zr.backCCW,h,c,\"terrain\",s.vertexBuffer,s.indexBuffer,s.segments),r.coordsIndex.push(e.tileID.key)}n.bindFramebuffer.set(null),n.viewport.set([0,0,t.width,t.height])}(this,this.style.map.terrain))}renderLayer(t,r,n,i){if(!n.isHidden(this.transform.zoom)&&(\"background\"===n.type||\"custom\"===n.type||(i||[]).length))switch(this.id=n.id,n.type){case\"symbol\":$r(t,r,n,i,this.style.placement.variableOffsets);break;case\"circle\":!function(t,r,n,i){if(\"translucent\"!==t.renderPass)return;const a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=!n.layout.get(\"circle-sort-key\").isConstant();if(0===a.constantOr(1)&&(0===o.constantOr(1)||0===s.constantOr(1)))return;const c=t.context,u=c.gl,h=t.depthModeForSublayer(0,qr.ReadOnly),f=Gr.disabled,p=t.colorModeForRenderPass(),d=[];for(let a=0;a<i.length;a++){const o=i[a],s=r.getTile(o),c=s.getBucket(n);if(!c)continue;const u=c.programConfigurations.get(n.id),h=t.useProgram(\"circle\",u),f=c.layoutVertexBuffer,p=c.indexBuffer,m=t.style.map.terrain&&t.style.map.terrain.getTerrainData(o),g={programConfiguration:u,program:h,layoutVertexBuffer:f,indexBuffer:p,uniformValues:Ce(t,o,s,n),terrainData:m};if(l){const t=c.segments.get();for(const r of t)d.push({segments:new e.a0([r]),sortKey:r.sortKey,state:g})}else d.push({segments:c.segments,sortKey:0,state:g})}l&&d.sort(((t,e)=>t.sortKey-e.sortKey));for(const e of d){const{programConfiguration:r,program:i,layoutVertexBuffer:a,indexBuffer:o,uniformValues:s,terrainData:l}=e.state,d=e.segments;i.draw(c,u.TRIANGLES,h,f,p,Zr.disabled,s,l,n.id,a,o,d,n.paint,t.transform.zoom,r)}}(t,r,n,i);break;case\"heatmap\":nn(t,r,n,i);break;case\"line\":!function(t,r,n,i){if(\"translucent\"!==t.renderPass)return;const a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0===a.constantOr(1)||0===o.constantOr(1))return;const s=t.depthModeForSublayer(0,qr.ReadOnly),l=t.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",m=t.context,g=m.gl;let y=!0;for(const a of i){const i=r.getTile(a);if(h&&!i.patternsLoaded())continue;const o=i.getBucket(n);if(!o)continue;const v=o.programConfigurations.get(n.id),x=t.context.program.get(),_=t.useProgram(d,v),b=y||_.program!==x,T=t.style.map.terrain&&t.style.map.terrain.getTerrainData(a),k=u.constantOr(null);if(k&&i.imageAtlas){const t=i.imageAtlas,e=t.patternPositions[k.to.toString()],r=t.patternPositions[k.from.toString()];e&&r&&v.setConstantPatternPositions(e,r)}const A=T?a:null,M=h?Ue(t,i,n,p,A):c?Ve(t,i,n,c,p,A):f?je(t,i,n,o.lineClipsArray.length,A):Ne(t,i,n,A);if(h)m.activeTexture.set(g.TEXTURE0),i.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),v.updatePaintBuffers(p);else if(c&&(b||t.lineAtlas.dirty))m.activeTexture.set(g.TEXTURE0),t.lineAtlas.bind(m);else if(f){const i=o.gradients[n.id];let s=i.texture;if(n.gradientVersion!==i.version){let l=256;if(n.stepInterpolant){const n=r.getSource().maxzoom,i=a.canonical.z===n?Math.ceil(1<<t.transform.maxZoom-a.canonical.z):1,s=o.maxLineLength/e.X*1024*i;l=e.ad(e.aV(s),256,m.maxTextureSize)}i.gradient=e.aW({expression:n.gradientExpression(),evaluationKey:\"lineProgress\",resolution:l,image:i.gradient||void 0,clips:o.lineClipsArray}),i.texture?i.texture.update(i.gradient):i.texture=new w(m,i.gradient,g.RGBA),i.version=n.gradientVersion,s=i.texture}m.activeTexture.set(g.TEXTURE0),s.bind(n.stepInterpolant?g.NEAREST:g.LINEAR,g.CLAMP_TO_EDGE)}_.draw(m,g.TRIANGLES,s,t.stencilModeForClipping(a),l,Zr.disabled,M,T,n.id,o.layoutVertexBuffer,o.indexBuffer,o.segments,n.paint,t.transform.zoom,v,o.layoutVertexBuffer2),y=!1}}(t,r,n,i);break;case\"fill\":!function(t,r,n,i){const a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0===o.constantOr(1))return;const s=t.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=t.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(e.aN.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(t.renderPass===c){const e=t.depthModeForSublayer(1,\"opaque\"===t.renderPass?qr.ReadWrite:qr.ReadOnly);on(t,r,n,i,e,s,!1)}if(\"translucent\"===t.renderPass&&n.paint.get(\"fill-antialias\")){const e=t.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,qr.ReadOnly);on(t,r,n,i,e,s,!0)}}(t,r,n,i);break;case\"fill-extrusion\":!function(t,e,r,n){const i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){const a=new qr(t.context.gl.LEQUAL,qr.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))sn(t,e,r,n,a,Gr.disabled,Ur.disabled),sn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{const i=t.colorModeForRenderPass();sn(t,e,r,n,a,Gr.disabled,i)}}}(t,r,n,i);break;case\"hillshade\":!function(t,e,r,n){if(\"offscreen\"!==t.renderPass&&\"translucent\"!==t.renderPass)return;const i=t.context,a=t.depthModeForSublayer(0,qr.ReadOnly),o=t.colorModeForRenderPass(),[s,l]=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n];for(const n of l){const i=e.getTile(n);void 0!==i.needsHillshadePrepare&&i.needsHillshadePrepare&&\"offscreen\"===t.renderPass?cn(t,i,r,a,Gr.disabled,o):\"translucent\"===t.renderPass&&ln(t,n,i,r,a,s[n.overscaledZ],o)}i.viewport.set([0,0,t.width,t.height])}(t,r,n,i);break;case\"raster\":!function(t,e,r,n){if(\"translucent\"!==t.renderPass)return;if(0===r.paint.get(\"raster-opacity\"))return;if(!n.length)return;const i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),[c,u]=o instanceof rt?[{},n]:t.stencilConfigForOverlap(n),h=u[u.length-1].overscaledZ,f=!t.options.moving;for(const n of u){const u=t.depthModeForSublayer(n.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?qr.ReadWrite:qr.ReadOnly,a.LESS),p=e.getTile(n);p.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));const d=e.findLoadedParent(n,0),m=e.findLoadedSibling(n),g=un(p,d||m||null,e,r,t.transform,t.style.map.terrain);let y,v;const x=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),p.texture.bind(x,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),d?(d.texture.bind(x,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),y=Math.pow(2,d.tileID.overscaledZ-p.tileID.overscaledZ),v=[p.tileID.canonical.x*y%1,p.tileID.canonical.y*y%1]):p.texture.bind(x,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),p.texture.useMipmap&&i.extTextureFilterAnisotropic&&t.transform.pitch>20&&a.texParameterf(a.TEXTURE_2D,i.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,i.extTextureFilterAnisotropicMax);const _=t.style.map.terrain&&t.style.map.terrain.getTerrainData(n),b=_?n:null,w=b?b.posMatrix:t.transform.calculatePosMatrix(n.toUnwrapped(),f),T=Ge(w,v||[0,0],y||1,g,r);o instanceof rt?s.draw(i,a.TRIANGLES,u,Gr.disabled,l,Zr.disabled,T,_,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,u,c[n.overscaledZ],l,Zr.disabled,T,_,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}(t,r,n,i);break;case\"background\":!function(t,e,r,n){const i=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0===a)return;const o=t.context,s=o.gl,l=t.transform,c=l.tileSize,u=r.paint.get(\"background-pattern\");if(t.isPatternMissing(u))return;const h=!u&&1===i.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass!==h)return;const f=Gr.disabled,p=t.depthModeForSublayer(0,\"opaque\"===h?qr.ReadWrite:qr.ReadOnly),d=t.colorModeForRenderPass(),m=t.useProgram(u?\"backgroundPattern\":\"background\"),g=n||l.coveringTiles({tileSize:c,terrain:t.style.map.terrain});u&&(o.activeTexture.set(s.TEXTURE0),t.imageManager.bind(t.context));const y=r.getCrossfadeParameters();for(const e of g){const l=n?e.posMatrix:t.transform.calculatePosMatrix(e.toUnwrapped()),h=u?Je(l,a,t,u,{tileID:e,tileSize:c},y):$e(l,a,i),g=t.style.map.terrain&&t.style.map.terrain.getTerrainData(e);m.draw(o,s.TRIANGLES,p,f,d,Zr.disabled,h,g,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}(t,0,n,i);break;case\"custom\":!function(t,e,r){const n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){const e=i.prerender;e&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),e.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Gr.disabled);const e=\"3d\"===i.renderingMode?new qr(t.context.gl.LEQUAL,qr.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,qr.ReadOnly);n.setDepthMode(e),i.render(n.gl,t.transform.customLayerMatrix(),{farZ:t.transform.farZ,nearZ:t.transform.nearZ,fov:t.transform._fov,modelViewProjectionMatrix:t.transform.modelViewProjectionMatrix,projectionMatrix:t.transform.projectionMatrix}),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}(t,0,n)}}translatePosMatrix(t,r,n,i,a){if(!n[0]&&!n[1])return t;const o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){const t=Math.sin(o),e=Math.cos(o);n=[n[0]*e-n[1]*t,n[0]*t+n[1]*e]}const s=[a?n[0]:Nt(r,n[0],this.transform.zoom),a?n[1]:Nt(r,n[1],this.transform.zoom),0],l=new Float32Array(16);return e.J(l,t,s),l}saveTileTexture(t){const e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]}getTileTexture(t){const e=this._tileTextures[t];return e&&e.length>0?e.pop():null}isPatternMissing(t){if(!t)return!1;if(!t.from||!t.to)return!0;const e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r}useProgram(t,e){this.cache=this.cache||{};const r=t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\")+(this.style.map.terrain?\"/terrain\":\"\");return this.cache[r]||(this.cache[r]=new be(this.context,ge[t],e,Ke[t],this._showOverdrawInspector,this.style.map.terrain)),this.cache[r]}setCustomLayerDefaults(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()}setBaseState(){const t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)}initDebugOverlayCanvas(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;const t=this.context.gl;this.debugOverlayTexture=new w(this.context,this.debugOverlayCanvas,t.RGBA)}}destroy(){this.debugOverlayTexture&&this.debugOverlayTexture.destroy()}overLimit(){const{drawingBufferWidth:t,drawingBufferHeight:e}=this.context.gl;return this.width!==t||this.height!==e}}class kn{constructor(t,e){this.points=t,this.planes=e}static fromInvProjectionMatrix(t,r,n){const i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((n=>{const a=1/(n=e.ag([],n,t))[3]/r*i;return e.b1(n,n,[a,a,1/n[3],a])})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((t=>{const e=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t}([],function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t}([],y([],a[t[0]],a[t[1]]),y([],a[t[2]],a[t[1]]))),r=(n=e,i=a[t[1]],-(n[0]*i[0]+n[1]*i[1]+n[2]*i[2]));var n,i;return e.concat(r)}));return new kn(a,o)}}class An{constructor(t,e){this.min=t,this.max=e,this.center=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t}([],function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t}([],this.min,this.max),.5)}quadrant(t){const e=[t%2==0,t<2],r=m(this.min),n=m(this.max);for(let t=0;t<e.length;t++)r[t]=e[t]?this.min[t]:this.center[t],n[t]=e[t]?this.center[t]:this.max[t];return n[2]=this.max[2],new An(r,n)}distanceX(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]}distanceY(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]}intersects(t){const r=[[this.min[0],this.min[1],this.min[2],1],[this.max[0],this.min[1],this.min[2],1],[this.max[0],this.max[1],this.min[2],1],[this.min[0],this.max[1],this.min[2],1],[this.min[0],this.min[1],this.max[2],1],[this.max[0],this.min[1],this.max[2],1],[this.max[0],this.max[1],this.max[2],1],[this.min[0],this.max[1],this.max[2],1]];let n=!0;for(let i=0;i<t.planes.length;i++){const a=t.planes[i];let o=0;for(let t=0;t<r.length;t++)e.b2(a,r[t])>=0&&o++;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(let e=0;e<3;e++){let r=Number.MAX_VALUE,n=-Number.MAX_VALUE;for(let i=0;i<t.points.length;i++){const a=t.points[i][e]-this.min[e];r=Math.min(r,a),n=Math.max(n,a)}if(n<0||r>this.max[e]-this.min[e])return 0}return 1}}class Mn{constructor(t=0,e=0,r=0,n=0){if(isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n}interpolate(t,r,n){return null!=r.top&&null!=t.top&&(this.top=e.z.number(t.top,r.top,n)),null!=r.bottom&&null!=t.bottom&&(this.bottom=e.z.number(t.bottom,r.bottom,n)),null!=r.left&&null!=t.left&&(this.left=e.z.number(t.left,r.left,n)),null!=r.right&&null!=t.right&&(this.right=e.z.number(t.right,r.right,n)),this}getCenter(t,r){const n=e.ad((this.left+t-this.right)/2,0,t),i=e.ad((this.top+r-this.bottom)/2,0,r);return new e.P(n,i)}equals(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right}clone(){return new Mn(this.top,this.bottom,this.left,this.right)}toJSON(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}}}const Sn=85.051129;class En{constructor(t,r,n,i,a){this.tileSize=512,this._renderWorldCopies=void 0===a||!!a,this._minZoom=t||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new e.N(0,0),this._elevation=0,this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Mn,this._posMatrixCache={},this._alignedPosMatrixCache={},this._fogMatrixCache={},this.minElevationForCurrentTile=0}clone(){const t=new En(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.apply(this),t}apply(t){this.tileSize=t.tileSize,this.latRange=t.latRange,this.width=t.width,this.height=t.height,this._center=t._center,this._elevation=t._elevation,this.minElevationForCurrentTile=t.minElevationForCurrentTile,this.zoom=t.zoom,this.angle=t.angle,this._fov=t._fov,this._pitch=t._pitch,this._unmodified=t._unmodified,this._edgeInsets=t._edgeInsets.clone(),this._calcMatrices()}get minZoom(){return this._minZoom}set minZoom(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))}get maxZoom(){return this._maxZoom}set maxZoom(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))}get minPitch(){return this._minPitch}set minPitch(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))}get maxPitch(){return this._maxPitch}set maxPitch(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))}get renderWorldCopies(){return this._renderWorldCopies}set renderWorldCopies(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t}get worldSize(){return this.tileSize*this.scale}get centerOffset(){return this.centerPoint._sub(this.size._div(2))}get size(){return new e.P(this.width,this.height)}get bearing(){return-this.angle/Math.PI*180}set bearing(t){const r=-e.b3(t,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=function(){var t=new e.A(4);return e.A!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t}(),function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=Math.sin(r),l=Math.cos(r);t[0]=n*l+a*s,t[1]=i*l+o*s,t[2]=n*-s+a*l,t[3]=i*-s+o*l}(this.rotationMatrix,this.rotationMatrix,this.angle))}get pitch(){return this._pitch/Math.PI*180}set pitch(t){const r=e.ad(t,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())}get fov(){return this._fov/Math.PI*180}set fov(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())}get zoom(){return this._zoom}set zoom(t){const e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.tileZoom=Math.max(0,Math.floor(e)),this.scale=this.zoomScale(e),this._constrain(),this._calcMatrices())}get center(){return this._center}set center(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())}get elevation(){return this._elevation}set elevation(t){t!==this._elevation&&(this._elevation=t,this._constrain(),this._calcMatrices())}get padding(){return this._edgeInsets.toJSON()}set padding(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())}get centerPoint(){return this._edgeInsets.getCenter(this.width,this.height)}isPaddingEqual(t){return this._edgeInsets.equals(t)}interpolatePadding(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()}coveringZoomLevel(t){const e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)}getVisibleUnwrappedCoordinates(t){const r=[new e.b4(0,t)];if(this._renderWorldCopies){const n=this.pointCoordinate(new e.P(0,0)),i=this.pointCoordinate(new e.P(this.width,0)),a=this.pointCoordinate(new e.P(this.width,this.height)),o=this.pointCoordinate(new e.P(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=1;for(let n=s-c;n<=l+c;n++)0!==n&&r.push(new e.b4(n,t))}return r}coveringTiles(t){var r,n;let i=this.coveringZoomLevel(t);const a=i;if(void 0!==t.minzoom&&i<t.minzoom)return[];void 0!==t.maxzoom&&i>t.maxzoom&&(i=t.maxzoom);const o=this.pointCoordinate(this.getCameraPoint()),s=e.Z.fromLngLat(this.center),l=Math.pow(2,i),c=[l*o.x,l*o.y,0],u=[l*s.x,l*s.y,0],h=kn.fromInvProjectionMatrix(this.invModelViewProjectionMatrix,this.worldSize,i);let f=t.minzoom||0;!t.terrain&&this.pitch<=60&&this._edgeInsets.top<.1&&(f=i);const p=t.terrain?2/Math.min(this.tileSize,t.tileSize)*this.tileSize:3,d=t=>({aabb:new An([t*l,0,0],[(t+1)*l,l,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}),m=[],g=[],y=i,x=t.reparseOverscaled?a:i;if(this._renderWorldCopies)for(let t=1;t<=3;t++)m.push(d(-t)),m.push(d(t));for(m.push(d(0));m.length>0;){const i=m.pop(),a=i.x,o=i.y;let s=i.fullyVisible;if(!s){const t=i.aabb.intersects(h);if(0===t)continue;s=2===t}const l=t.terrain?c:u,d=i.aabb.distanceX(l),_=i.aabb.distanceY(l),b=Math.max(Math.abs(d),Math.abs(_)),w=p+(1<<y-i.zoom)-2;if(i.zoom===y||b>w&&i.zoom>=f){const t=y-i.zoom,r=c[0]-.5-(a<<t),n=c[1]-.5-(o<<t);g.push({tileID:new e.S(i.zoom===y?x:i.zoom,i.wrap,i.zoom,a,o),distanceSq:v([u[0]-.5-a,u[1]-.5-o]),tileDistanceToCamera:Math.sqrt(r*r+n*n)})}else for(let l=0;l<4;l++){const c=(a<<1)+l%2,u=(o<<1)+(l>>1),h=i.zoom+1;let f=i.aabb.quadrant(l);if(t.terrain){const a=new e.S(h,i.wrap,h,c,u),o=t.terrain.getMinMaxElevation(a),s=null!==(r=o.minElevation)&&void 0!==r?r:this.elevation,l=null!==(n=o.maxElevation)&&void 0!==n?n:this.elevation;f=new An([f.min[0],f.min[1],s],[f.max[0],f.max[1],l])}m.push({aabb:f,zoom:h,x:c,y:u,wrap:i.wrap,fullyVisible:s})}}return g.sort(((t,e)=>t.distanceSq-e.distanceSq)).map((t=>t.tileID))}resize(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()}get unmodified(){return this._unmodified}zoomScale(t){return Math.pow(2,t)}scaleZoom(t){return Math.log(t)/Math.LN2}project(t){const r=e.ad(t.lat,-85.051129,Sn);return new e.P(e.O(t.lng)*this.worldSize,e.Q(r)*this.worldSize)}unproject(t){return new e.Z(t.x/this.worldSize,t.y/this.worldSize).toLngLat()}get point(){return this.project(this.center)}getCameraPosition(){return{lngLat:this.pointLocation(this.getCameraPoint()),altitude:Math.cos(this._pitch)*this.cameraToCenterDistance/this._pixelPerMeter+this.elevation}}recalculateZoom(t){const r=this.elevation,n=Math.cos(this._pitch)*this.cameraToCenterDistance/this._pixelPerMeter,i=this.pointLocation(this.centerPoint,t),a=t.getElevationForLngLatZoom(i,this.tileZoom);if(!(this.elevation-a))return;const o=n+r-a,s=Math.cos(this._pitch)*this.cameraToCenterDistance/o/e.b5(1,i.lat)/this.tileSize,l=this.scaleZoom(s);this._elevation=a,this._center=i,this.zoom=l}setLocationAtPoint(t,r){const n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(t),o=new e.Z(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())}locationPoint(t,e){return e?this.coordinatePoint(this.locationCoordinate(t),e.getElevationForLngLatZoom(t,this.tileZoom),this.pixelMatrix3D):this.coordinatePoint(this.locationCoordinate(t))}pointLocation(t,e){return this.coordinateLocation(this.pointCoordinate(t,e))}locationCoordinate(t){return e.Z.fromLngLat(t)}coordinateLocation(t){return t&&t.toLngLat()}pointCoordinate(t,r){if(r){const e=r.pointCoordinate(t);if(null!=e)return e}const n=[t.x,t.y,0,1],i=[t.x,t.y,1,1];e.ag(n,n,this.pixelMatrixInverse),e.ag(i,i,this.pixelMatrixInverse);const a=n[3],o=i[3],s=n[0]/a,l=i[0]/o,c=n[1]/a,u=i[1]/o,h=n[2]/a,f=i[2]/o,p=h===f?0:(0-h)/(f-h);return new e.Z(e.z.number(s,l,p)/this.worldSize,e.z.number(c,u,p)/this.worldSize)}coordinatePoint(t,r=0,n=this.pixelMatrix){const i=[t.x*this.worldSize,t.y*this.worldSize,r,1];return e.ag(i,i,n),new e.P(i[0]/i[3],i[1]/i[3])}getBounds(){const t=Math.max(0,this.height/2-this.getHorizon());return(new X).extend(this.pointLocation(new e.P(0,t))).extend(this.pointLocation(new e.P(this.width,t))).extend(this.pointLocation(new e.P(this.width,this.height))).extend(this.pointLocation(new e.P(0,this.height)))}getMaxBounds(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new X([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null}getHorizon(){return Math.tan(Math.PI/2-this._pitch)*this.cameraToCenterDistance*.85}setMaxBounds(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-85.051129,Sn])}calculateTileMatrix(t){const r=t.canonical,n=this.worldSize/this.zoomScale(r.z),i=r.x+Math.pow(2,r.z)*t.wrap,a=e.ao(new Float64Array(16));return e.J(a,a,[i*n,r.y*n,0]),e.K(a,a,[n/e.X,n/e.X,1]),a}calculatePosMatrix(t,r=!1){const n=t.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];const a=this.calculateTileMatrix(t);return e.L(a,r?this.alignedModelViewProjectionMatrix:this.modelViewProjectionMatrix,a),i[n]=new Float32Array(a),i[n]}calculateFogMatrix(t){const r=t.key,n=this._fogMatrixCache;if(n[r])return n[r];const i=this.calculateTileMatrix(t);return e.L(i,this.fogMatrix,i),n[r]=new Float32Array(i),n[r]}customLayerMatrix(){return this.mercatorMatrix.slice()}getConstrained(t,r){r=e.ad(+r,this.minZoom,this.maxZoom);const n={center:new e.N(t.lng,t.lat),zoom:r};let i=this.lngRange;if(!this._renderWorldCopies&&null===i){const t=180-1e-10;i=[-t,t]}const a=this.tileSize*this.zoomScale(n.zoom);let o=0,s=a,l=0,c=a,u=0,h=0;const{x:f,y:p}=this.size;if(this.latRange){const t=this.latRange;o=e.Q(t[1])*a,s=e.Q(t[0])*a,s-o<p&&(u=p/(s-o))}i&&(l=e.b3(e.O(i[0])*a,0,a),c=e.b3(e.O(i[1])*a,0,a),c<l&&(c+=a),c-l<f&&(h=f/(c-l)));const{x:d,y:m}=this.project.call({worldSize:a},t);let g,y;const v=Math.max(h||0,u||0);if(v){const t=new e.P(h?(c+l)/2:d,u?(s+o)/2:m);return n.center=this.unproject.call({worldSize:a},t).wrap(),n.zoom+=this.scaleZoom(v),n}if(this.latRange){const t=p/2;m-t<o&&(y=o+t),m+t>s&&(y=s-t)}if(i){const t=(l+c)/2;let r=d;this._renderWorldCopies&&(r=e.b3(d,t-a/2,t+a/2));const n=f/2;r-n<l&&(g=l+n),r+n>c&&(g=c-n)}if(void 0!==g||void 0!==y){const t=new e.P(null!=g?g:d,null!=y?y:m);n.center=this.unproject.call({worldSize:a},t).wrap()}return n}_constrain(){if(!this.center||!this.width||!this.height||this._constraining)return;this._constraining=!0;const t=this._unmodified,{center:e,zoom:r}=this.getConstrained(this.center,this.zoom);this.center=e,this.zoom=r,this._unmodified=t,this._constraining=!1}_calcMatrices(){if(!this.height)return;const t=this._fov/2,r=this.centerOffset,n=this.point.x,i=this.point.y;this.cameraToCenterDistance=.5/Math.tan(t)*this.height,this._pixelPerMeter=e.b5(1,this.center.lat)*this.worldSize;let a=e.ao(new Float64Array(16));e.K(a,a,[this.width/2,-this.height/2,1]),e.J(a,a,[1,-1,0]),this.labelPlaneMatrix=a,a=e.ao(new Float64Array(16)),e.K(a,a,[1,-1,1]),e.J(a,a,[-1,-1,0]),e.K(a,a,[2/this.width,2/this.height,1]),this.glCoordMatrix=a;const o=this.cameraToCenterDistance+this._elevation*this._pixelPerMeter/Math.cos(this._pitch),s=Math.min(this.elevation,this.minElevationForCurrentTile),l=o-s*this._pixelPerMeter/Math.cos(this._pitch),c=s<0?l:o,u=Math.PI/2+this._pitch,h=this._fov*(.5+r.y/this.height),f=Math.sin(h)*c/Math.sin(e.ad(Math.PI-u-h,.01,Math.PI-.01)),p=this.getHorizon(),d=2*Math.atan(p/this.cameraToCenterDistance)*(.5+r.y/(2*p)),m=Math.sin(d)*c/Math.sin(e.ad(Math.PI-u-d,.01,Math.PI-.01)),g=Math.min(f,m);this.farZ=1.01*(Math.cos(Math.PI/2-this._pitch)*g+c),this.nearZ=this.height/50,a=new Float64Array(16),e.b6(a,this._fov,this.width/this.height,this.nearZ,this.farZ),a[8]=2*-r.x/this.width,a[9]=2*r.y/this.height,this.projectionMatrix=e.af(a),e.K(a,a,[1,-1,1]),e.J(a,a,[0,0,-this.cameraToCenterDistance]),e.b7(a,a,this._pitch),e.ae(a,a,this.angle),e.J(a,a,[-n,-i,0]),this.mercatorMatrix=e.K([],a,[this.worldSize,this.worldSize,this.worldSize]),e.K(a,a,[1,1,this._pixelPerMeter]),this.pixelMatrix=e.L(new Float64Array(16),this.labelPlaneMatrix,a),e.J(a,a,[0,0,-this.elevation]),this.modelViewProjectionMatrix=a,this.invModelViewProjectionMatrix=e.at([],a),this.fogMatrix=new Float64Array(16),e.b6(this.fogMatrix,this._fov,this.width/this.height,o,this.farZ),this.fogMatrix[8]=2*-r.x/this.width,this.fogMatrix[9]=2*r.y/this.height,e.K(this.fogMatrix,this.fogMatrix,[1,-1,1]),e.J(this.fogMatrix,this.fogMatrix,[0,0,-this.cameraToCenterDistance]),e.b7(this.fogMatrix,this.fogMatrix,this._pitch),e.ae(this.fogMatrix,this.fogMatrix,this.angle),e.J(this.fogMatrix,this.fogMatrix,[-n,-i,0]),e.K(this.fogMatrix,this.fogMatrix,[1,1,this._pixelPerMeter]),e.J(this.fogMatrix,this.fogMatrix,[0,0,-this.elevation]),this.pixelMatrix3D=e.L(new Float64Array(16),this.labelPlaneMatrix,a);const y=this.width%2/2,v=this.height%2/2,x=Math.cos(this.angle),_=Math.sin(this.angle),b=n-Math.round(n)+x*y+_*v,w=i-Math.round(i)+x*v+_*y,T=new Float64Array(a);if(e.J(T,T,[b>.5?b-1:b,w>.5?w-1:w,0]),this.alignedModelViewProjectionMatrix=T,a=e.at(new Float64Array(16),this.pixelMatrix),!a)throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=a,this._posMatrixCache={},this._alignedPosMatrixCache={},this._fogMatrixCache={}}maxPitchScaleFactor(){if(!this.pixelMatrixInverse)return 1;const t=this.pointCoordinate(new e.P(0,0)),r=[t.x*this.worldSize,t.y*this.worldSize,0,1];return e.ag(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance}getCameraPoint(){const t=this._pitch,r=Math.tan(t)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new e.P(0,r))}getCameraQueryGeometry(t){const r=this.getCameraPoint();if(1===t.length)return[t[0],r];{let n=r.x,i=r.y,a=r.x,o=r.y;for(const e of t)n=Math.min(n,e.x),i=Math.min(i,e.y),a=Math.max(a,e.x),o=Math.max(o,e.y);return[new e.P(n,i),new e.P(a,i),new e.P(a,o),new e.P(n,o),new e.P(n,i)]}}lngLatToCameraDepth(t,r){const n=this.locationCoordinate(t),i=[n.x*this.worldSize,n.y*this.worldSize,r,1];return e.ag(i,i,this.modelViewProjectionMatrix),i[2]/i[3]}}function Cn(t,e){let r,n=!1,i=null,a=null;const o=()=>{i=null,n&&(t.apply(a,r),i=setTimeout(o,e),n=!1)};return(...t)=>(n=!0,a=this,r=t,i||o(),i)}class Ln{constructor(t){this._getCurrentHash=()=>{const t=window.location.hash.replace(\"#\",\"\");if(this._hashName){let e;return t.split(\"&\").map((t=>t.split(\"=\"))).forEach((t=>{t[0]===this._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")}return t.split(\"/\")},this._onHashChange=()=>{const t=this._getCurrentHash();if(t.length>=3&&!t.some((t=>isNaN(t)))){const e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},this._updateHashUnthrottled=()=>{const t=window.location.href.replace(/(#.+)?$/,this.getHashString());window.history.replaceState(window.history.state,null,t)},this._removeHash=()=>{const t=this._getCurrentHash();if(0===t.length)return;const e=t.join(\"/\");let r=e;r.split(\"&\").length>0&&(r=r.split(\"&\")[0]),this._hashName&&(r=`${this._hashName}=${e}`);let n=window.location.hash.replace(r,\"\");n.startsWith(\"#&\")?n=n.slice(0,1)+n.slice(2):\"#\"===n&&(n=\"\");let i=window.location.href.replace(/(#.+)?$/,n);i=i.replace(\"&&\",\"&\"),window.history.replaceState(window.history.state,null,i)},this._updateHash=Cn(this._updateHashUnthrottled,300),this._hashName=t&&encodeURIComponent(t)}addTo(t){return this._map=t,addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this}remove(){return removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),this._removeHash(),delete this._map,this}getHashString(t){const e=this._map.getCenter(),r=Math.round(100*this._map.getZoom())/100,n=Math.ceil((r*Math.LN2+Math.log(512/360/.5))/Math.LN10),i=Math.pow(10,n),a=Math.round(e.lng*i)/i,o=Math.round(e.lat*i)/i,s=this._map.getBearing(),l=this._map.getPitch();let c=\"\";if(c+=t?`/${a}/${o}/${r}`:`${r}/${o}/${a}`,(s||l)&&(c+=\"/\"+Math.round(10*s)/10),l&&(c+=`/${Math.round(l)}`),this._hashName){const t=this._hashName;let e=!1;const r=window.location.hash.slice(1).split(\"&\").map((r=>{const n=r.split(\"=\")[0];return n===t?(e=!0,`${n}=${c}`):r})).filter((t=>t));return e||r.push(`${t}=${c}`),`#${r.join(\"&\")}`}return`#${c}`}}const In={linearity:.3,easing:e.b8(0,0,.3,1)},Pn=e.e({deceleration:2500,maxSpeed:1400},In),zn=e.e({deceleration:20,maxSpeed:1400},In),On=e.e({deceleration:1e3,maxSpeed:360},In),Dn=e.e({deceleration:1e3,maxSpeed:90},In);class Rn{constructor(t){this._map=t,this.clear()}clear(){this._inertiaBuffer=[]}record(t){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:a.now(),settings:t})}_drainInertiaBuffer(){const t=this._inertiaBuffer,e=a.now();for(;t.length>0&&e-t[0].time>160;)t.shift()}_onMoveEnd(t){if(this._drainInertiaBuffer(),this._inertiaBuffer.length<2)return;const r={zoom:0,bearing:0,pitch:0,pan:new e.P(0,0),pinchAround:void 0,around:void 0};for(const{settings:t}of this._inertiaBuffer)r.zoom+=t.zoomDelta||0,r.bearing+=t.bearingDelta||0,r.pitch+=t.pitchDelta||0,t.panDelta&&r.pan._add(t.panDelta),t.around&&(r.around=t.around),t.pinchAround&&(r.pinchAround=t.pinchAround);const n=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,i={};if(r.pan.mag()){const a=Bn(r.pan.mag(),n,e.e({},Pn,t||{}));i.offset=r.pan.mult(a.amount/r.pan.mag()),i.center=this._map.transform.center,Fn(i,a)}if(r.zoom){const t=Bn(r.zoom,n,zn);i.zoom=this._map.transform.zoom+t.amount,Fn(i,t)}if(r.bearing){const t=Bn(r.bearing,n,On);i.bearing=this._map.transform.bearing+e.ad(t.amount,-179,179),Fn(i,t)}if(r.pitch){const t=Bn(r.pitch,n,Dn);i.pitch=this._map.transform.pitch+t.amount,Fn(i,t)}if(i.zoom||i.bearing){const t=void 0===r.pinchAround?r.around:r.pinchAround;i.around=t?this._map.unproject(t):this._map.getCenter()}return this.clear(),e.e(i,{noMoveStart:!0})}}function Fn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Bn(t,r,n){const{maxSpeed:i,linearity:a,deceleration:o}=n,s=e.ad(t*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}class Nn extends e.k{preventDefault(){this._defaultPrevented=!0}get defaultPrevented(){return this._defaultPrevented}constructor(t,r,n,i={}){const a=o.mousePos(r.getCanvas(),n),s=r.unproject(a);super(t,e.e({point:a,lngLat:s,originalEvent:n},i)),this._defaultPrevented=!1,this.target=r}}class jn extends e.k{preventDefault(){this._defaultPrevented=!0}get defaultPrevented(){return this._defaultPrevented}constructor(t,r,n){const i=\"touchend\"===t?n.changedTouches:n.touches,a=o.touchPos(r.getCanvasContainer(),i),s=a.map((t=>r.unproject(t))),l=a.reduce(((t,e,r,n)=>t.add(e.div(n.length))),new e.P(0,0));super(t,{points:a,point:l,lngLats:s,lngLat:r.unproject(l),originalEvent:n}),this._defaultPrevented=!1}}class Un extends e.k{preventDefault(){this._defaultPrevented=!0}get defaultPrevented(){return this._defaultPrevented}constructor(t,e,r){super(t,{originalEvent:r}),this._defaultPrevented=!1}}class Vn{constructor(t,e){this._map=t,this._clickTolerance=e.clickTolerance}reset(){delete this._mousedownPos}wheel(t){return this._firePreventable(new Un(t.type,this._map,t))}mousedown(t,e){return this._mousedownPos=e,this._firePreventable(new Nn(t.type,this._map,t))}mouseup(t){this._map.fire(new Nn(t.type,this._map,t))}click(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Nn(t.type,this._map,t))}dblclick(t){return this._firePreventable(new Nn(t.type,this._map,t))}mouseover(t){this._map.fire(new Nn(t.type,this._map,t))}mouseout(t){this._map.fire(new Nn(t.type,this._map,t))}touchstart(t){return this._firePreventable(new jn(t.type,this._map,t))}touchmove(t){this._map.fire(new jn(t.type,this._map,t))}touchend(t){this._map.fire(new jn(t.type,this._map,t))}touchcancel(t){this._map.fire(new jn(t.type,this._map,t))}_firePreventable(t){if(this._map.fire(t),t.defaultPrevented)return{}}isEnabled(){return!0}isActive(){return!1}enable(){}disable(){}}class qn{constructor(t){this._map=t}reset(){this._delayContextMenu=!1,this._ignoreContextMenu=!0,delete this._contextMenuEvent}mousemove(t){this._map.fire(new Nn(t.type,this._map,t))}mousedown(){this._delayContextMenu=!0,this._ignoreContextMenu=!1}mouseup(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Nn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)}contextmenu(t){this._delayContextMenu?this._contextMenuEvent=t:this._ignoreContextMenu||this._map.fire(new Nn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()}isEnabled(){return!0}isActive(){return!1}enable(){}disable(){}}class Hn{constructor(t){this._map=t}get transform(){return this._map._requestedCameraState||this._map.transform}get center(){return{lng:this.transform.center.lng,lat:this.transform.center.lat}}get zoom(){return this.transform.zoom}get pitch(){return this.transform.pitch}get bearing(){return this.transform.bearing}unproject(t){return this.transform.pointLocation(e.P.convert(t),this._map.terrain)}}class Gn{constructor(t,e){this._map=t,this._tr=new Hn(t),this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1}isEnabled(){return!!this._enabled}isActive(){return!!this._active}enable(){this.isEnabled()||(this._enabled=!0)}disable(){this.isEnabled()&&(this._enabled=!1)}mousedown(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(o.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)}mousemoveWindow(t,e){if(!this._active)return;const r=e;if(this._lastPos.equals(r)||!this._box&&r.dist(this._startPos)<this._clickTolerance)return;const n=this._startPos;this._lastPos=r,this._box||(this._box=o.create(\"div\",\"maplibregl-boxzoom\",this._container),this._container.classList.add(\"maplibregl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));const i=Math.min(n.x,r.x),a=Math.max(n.x,r.x),s=Math.min(n.y,r.y),l=Math.max(n.y,r.y);o.setTransform(this._box,`translate(${i}px,${s}px)`),this._box.style.width=a-i+\"px\",this._box.style.height=l-s+\"px\"}mouseupWindow(t,r){if(!this._active)return;if(0!==t.button)return;const n=this._startPos,i=r;if(this.reset(),o.suppressClick(),n.x!==i.x||n.y!==i.y)return this._map.fire(new e.k(\"boxzoomend\",{originalEvent:t})),{cameraAnimation:t=>t.fitScreenCoordinates(n,i,this._tr.bearing,{linear:!0})};this._fireEvent(\"boxzoomcancel\",t)}keydown(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))}reset(){this._active=!1,this._container.classList.remove(\"maplibregl-crosshair\"),this._box&&(o.remove(this._box),this._box=null),o.enableDrag(),delete this._startPos,delete this._lastPos}_fireEvent(t,r){return this._map.fire(new e.k(t,{originalEvent:r}))}}function Zn(t,e){if(t.length!==e.length)throw new Error(`The number of touches and points are not equal - touches ${t.length}, points ${e.length}`);const r={};for(let n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}class Wn{constructor(t){this.reset(),this.numTouches=t.numTouches}reset(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1}touchstart(t,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=t.timeStamp),n.length===this.numTouches&&(this.centroid=function(t){const r=new e.P(0,0);for(const e of t)r._add(e);return r.div(t.length)}(r),this.touches=Zn(n,r)))}touchmove(t,e,r){if(this.aborted||!this.centroid)return;const n=Zn(r,e);for(const t in this.touches){const e=this.touches[t],r=n[t];(!r||r.dist(e)>30)&&(this.aborted=!0)}}touchend(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){const t=!this.aborted&&this.centroid;if(this.reset(),t)return t}}}class Yn{constructor(t){this.singleTap=new Wn(t),this.numTaps=t.numTaps,this.reset()}reset(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()}touchstart(t,e,r){this.singleTap.touchstart(t,e,r)}touchmove(t,e,r){this.singleTap.touchmove(t,e,r)}touchend(t,e,r){const n=this.singleTap.touchend(t,e,r);if(n){const e=t.timeStamp-this.lastTime<500,r=!this.lastTap||this.lastTap.dist(n)<30;if(e&&r||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}}}class Xn{constructor(t){this._tr=new Hn(t),this._zoomIn=new Yn({numTouches:1,numTaps:2}),this._zoomOut=new Yn({numTouches:2,numTaps:1}),this.reset()}reset(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()}touchstart(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)}touchmove(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)}touchend(t,e,r){const n=this._zoomIn.touchend(t,e,r),i=this._zoomOut.touchend(t,e,r),a=this._tr;return n?(this._active=!0,t.preventDefault(),setTimeout((()=>this.reset()),0),{cameraAnimation:e=>e.easeTo({duration:300,zoom:a.zoom+1,around:a.unproject(n)},{originalEvent:t})}):i?(this._active=!0,t.preventDefault(),setTimeout((()=>this.reset()),0),{cameraAnimation:e=>e.easeTo({duration:300,zoom:a.zoom-1,around:a.unproject(i)},{originalEvent:t})}):void 0}touchcancel(){this.reset()}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}}class $n{constructor(t){this._enabled=!!t.enable,this._moveStateManager=t.moveStateManager,this._clickTolerance=t.clickTolerance||1,this._moveFunction=t.move,this._activateOnStart=!!t.activateOnStart,t.assignEvents(this),this.reset()}reset(t){this._active=!1,this._moved=!1,delete this._lastPoint,this._moveStateManager.endMove(t)}_move(...t){const e=this._moveFunction(...t);if(e.bearingDelta||e.pitchDelta||e.around||e.panDelta)return this._active=!0,e}dragStart(t,e){this.isEnabled()&&!this._lastPoint&&this._moveStateManager.isValidStartEvent(t)&&(this._moveStateManager.startMove(t),this._lastPoint=e.length?e[0]:e,this._activateOnStart&&this._lastPoint&&(this._active=!0))}dragMove(t,e){if(!this.isEnabled())return;const r=this._lastPoint;if(!r)return;if(t.preventDefault(),!this._moveStateManager.isValidMoveEvent(t))return void this.reset(t);const n=e.length?e[0]:e;return!this._moved&&n.dist(r)<this._clickTolerance?void 0:(this._moved=!0,this._lastPoint=n,this._move(r,n))}dragEnd(t){this.isEnabled()&&this._lastPoint&&this._moveStateManager.isValidEndEvent(t)&&(this._moved&&o.suppressClick(),this.reset(t))}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}getClickTolerance(){return this._clickTolerance}}const Jn={0:1,2:2};class Kn{constructor(t){this._correctEvent=t.checkCorrectEvent}startMove(t){const e=o.mouseButton(t);this._eventButton=e}endMove(t){delete this._eventButton}isValidStartEvent(t){return this._correctEvent(t)}isValidMoveEvent(t){return!function(t,e){const r=Jn[e];return void 0===t.buttons||(t.buttons&r)!==r}(t,this._eventButton)}isValidEndEvent(t){return o.mouseButton(t)===this._eventButton}}class Qn{constructor(){this._firstTouch=void 0}_isOneFingerTouch(t){return 1===t.targetTouches.length}_isSameTouchEvent(t){return t.targetTouches[0].identifier===this._firstTouch}startMove(t){const e=t.targetTouches[0].identifier;this._firstTouch=e}endMove(t){delete this._firstTouch}isValidStartEvent(t){return this._isOneFingerTouch(t)}isValidMoveEvent(t){return this._isOneFingerTouch(t)&&this._isSameTouchEvent(t)}isValidEndEvent(t){return this._isOneFingerTouch(t)&&this._isSameTouchEvent(t)}}const ti=t=>{t.mousedown=t.dragStart,t.mousemoveWindow=t.dragMove,t.mouseup=t.dragEnd,t.contextmenu=t=>{t.preventDefault()}},ei=({enable:t,clickTolerance:e,bearingDegreesPerPixelMoved:r=.8})=>{const n=new Kn({checkCorrectEvent:t=>0===o.mouseButton(t)&&t.ctrlKey||2===o.mouseButton(t)});return new $n({clickTolerance:e,move:(t,e)=>({bearingDelta:(e.x-t.x)*r}),moveStateManager:n,enable:t,assignEvents:ti})},ri=({enable:t,clickTolerance:e,pitchDegreesPerPixelMoved:r=-.5})=>{const n=new Kn({checkCorrectEvent:t=>0===o.mouseButton(t)&&t.ctrlKey||2===o.mouseButton(t)});return new $n({clickTolerance:e,move:(t,e)=>({pitchDelta:(e.y-t.y)*r}),moveStateManager:n,enable:t,assignEvents:ti})};class ni{constructor(t,e){this._clickTolerance=t.clickTolerance||1,this._map=e,this.reset()}reset(){this._active=!1,this._touches={},this._sum=new e.P(0,0)}_shouldBePrevented(t){return t<(this._map.cooperativeGestures.isEnabled()?2:1)}touchstart(t,e,r){return this._calculateTransform(t,e,r)}touchmove(t,e,r){if(this._active){if(!this._shouldBePrevented(r.length))return t.preventDefault(),this._calculateTransform(t,e,r);this._map.cooperativeGestures.notifyGestureBlocked(\"touch_pan\",t)}}touchend(t,e,r){this._calculateTransform(t,e,r),this._active&&this._shouldBePrevented(r.length)&&this.reset()}touchcancel(){this.reset()}_calculateTransform(t,r,n){n.length>0&&(this._active=!0);const i=Zn(n,r),a=new e.P(0,0),o=new e.P(0,0);let s=0;for(const t in i){const e=i[t],r=this._touches[t];r&&(a._add(e),o._add(e.sub(r)),s++,i[t]=e)}if(this._touches=i,this._shouldBePrevented(s)||!o.mag())return;const l=o.div(s);return this._sum._add(l),this._sum.mag()<this._clickTolerance?void 0:{around:a.div(s),panDelta:l}}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}}class ii{constructor(){this.reset()}reset(){this._active=!1,delete this._firstTwoTouches}touchstart(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))}touchmove(t,e,r){if(!this._firstTwoTouches)return;t.preventDefault();const[n,i]=this._firstTwoTouches,a=ai(r,e,n),o=ai(r,e,i);if(!a||!o)return;const s=this._aroundCenter?null:a.add(o).div(2);return this._move([a,o],s,t)}touchend(t,e,r){if(!this._firstTwoTouches)return;const[n,i]=this._firstTwoTouches,a=ai(r,e,n),s=ai(r,e,i);a&&s||(this._active&&o.suppressClick(),this.reset())}touchcancel(){this.reset()}enable(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around}disable(){this._enabled=!1,this.reset()}isEnabled(){return!!this._enabled}isActive(){return!!this._active}}function ai(t,e,r){for(let n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}function oi(t,e){return Math.log(t/e)/Math.LN2}class si extends ii{reset(){super.reset(),delete this._distance,delete this._startDistance}_start(t){this._startDistance=this._distance=t[0].dist(t[1])}_move(t,e){const r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(oi(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:oi(this._distance,r),pinchAround:e}}}function li(t,e){return 180*t.angleWith(e)/Math.PI}class ci extends ii{reset(){super.reset(),delete this._minDiameter,delete this._startVector,delete this._vector}_start(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])}_move(t,e,r){const n=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:li(this._vector,n),pinchAround:e}}_isBelowThreshold(t){this._minDiameter=Math.min(this._minDiameter,t.mag());const e=25/(Math.PI*this._minDiameter)*360,r=li(t,this._startVector);return Math.abs(r)<e}}function ui(t){return Math.abs(t.y)>Math.abs(t.x)}class hi extends ii{constructor(t){super(),this._currentTouchCount=0,this._map=t}reset(){super.reset(),this._valid=void 0,delete this._firstMove,delete this._lastPoints}touchstart(t,e,r){super.touchstart(t,e,r),this._currentTouchCount=r.length}_start(t){this._lastPoints=t,ui(t[0].sub(t[1]))&&(this._valid=!1)}_move(t,e,r){if(this._map.cooperativeGestures.isEnabled()&&this._currentTouchCount<3)return;const n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);return this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid?(this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}):void 0}gestureBeginsVertically(t,e,r){if(void 0!==this._valid)return this._valid;const n=t.mag()>=2,i=e.mag()>=2;if(!n&&!i)return;if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;const a=t.y>0==e.y>0;return ui(t)&&ui(e)&&a}}const fi={panStep:100,bearingStep:15,pitchStep:10};class pi{constructor(t){this._tr=new Hn(t);const e=fi;this._panStep=e.panStep,this._bearingStep=e.bearingStep,this._pitchStep=e.pitchStep,this._rotationDisabled=!1}reset(){this._active=!1}keydown(t){if(t.altKey||t.ctrlKey||t.metaKey)return;let e=0,r=0,n=0,i=0,a=0;switch(t.keyCode){case 61:case 107:case 171:case 187:e=1;break;case 189:case 109:case 173:e=-1;break;case 37:t.shiftKey?r=-1:(t.preventDefault(),i=-1);break;case 39:t.shiftKey?r=1:(t.preventDefault(),i=1);break;case 38:t.shiftKey?n=1:(t.preventDefault(),a=-1);break;case 40:t.shiftKey?n=-1:(t.preventDefault(),a=1);break;default:return}return this._rotationDisabled&&(r=0,n=0),{cameraAnimation:o=>{const s=this._tr;o.easeTo({duration:300,easeId:\"keyboardHandler\",easing:di,zoom:e?Math.round(s.zoom)+e*(t.shiftKey?2:1):s.zoom,bearing:s.bearing+r*this._bearingStep,pitch:s.pitch+n*this._pitchStep,offset:[-i*this._panStep,-a*this._panStep],center:s.center},{originalEvent:t})}}}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}disableRotation(){this._rotationDisabled=!0}enableRotation(){this._rotationDisabled=!1}}function di(t){return t*(2-t)}const mi=4.000244140625;class gi{constructor(t,e){this._onTimeout=t=>{this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},this._map=t,this._tr=new Hn(t),this._triggerRenderFrame=e,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222}setZoomRate(t){this._defaultZoomRate=t}setWheelZoomRate(t){this._wheelZoomRate=t}isEnabled(){return!!this._enabled}isActive(){return!!this._active||void 0!==this._finishTimeout}isZooming(){return!!this._zooming}enable(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around)}disable(){this.isEnabled()&&(this._enabled=!1)}_shouldBePrevented(t){return!!this._map.cooperativeGestures.isEnabled()&&!(t.ctrlKey||this._map.cooperativeGestures.isBypassed(t))}wheel(t){if(!this.isEnabled())return;if(this._shouldBePrevented(t))return void this._map.cooperativeGestures.notifyGestureBlocked(\"wheel_zoom\",t);let e=t.deltaMode===WheelEvent.DOM_DELTA_LINE?40*t.deltaY:t.deltaY;const r=a.now(),n=r-(this._lastWheelEventTime||0);this._lastWheelEventTime=r,0!==e&&e%mi==0?this._type=\"wheel\":0!==e&&Math.abs(e)<4?this._type=\"trackpad\":n>400?(this._type=null,this._lastValue=e,this._timeout=setTimeout(this._onTimeout,40,t)):this._type||(this._type=Math.abs(n*e)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,e+=this._lastValue)),t.shiftKey&&e&&(e/=4),this._type&&(this._lastWheelEvent=t,this._delta-=e,this._active||this._start(t)),t.preventDefault()}_start(t){if(!this._delta)return;this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);const r=o.mousePos(this._map.getCanvas(),t),n=this._tr;r.y>n.transform.height/2-n.transform.getHorizon()?this._around=e.N.convert(this._aroundCenter?n.center:n.unproject(r)):this._around=e.N.convert(n.center),this._aroundPoint=n.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._triggerRenderFrame())}renderFrame(){if(!this._frameId)return;if(this._frameId=null,!this.isActive())return;const t=this._tr.transform;if(0!==this._delta){const e=\"wheel\"===this._type&&Math.abs(this._delta)>mi?this._wheelZoomRate:this._defaultZoomRate;let r=2/(1+Math.exp(-Math.abs(this._delta*e)));this._delta<0&&0!==r&&(r=1/r);const n=\"number\"==typeof this._targetZoom?t.zoomScale(this._targetZoom):t.scale;this._targetZoom=Math.min(t.maxZoom,Math.max(t.minZoom,t.scaleZoom(n*r))),\"wheel\"===this._type&&(this._startZoom=t.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}const r=\"number\"==typeof this._targetZoom?this._targetZoom:t.zoom,n=this._startZoom,i=this._easing;let o,s=!1;const l=a.now()-this._lastWheelEventTime;if(\"wheel\"===this._type&&n&&i&&l){const t=Math.min(l/200,1),a=i(t);o=e.z.number(n,r,a),t<1?this._frameId||(this._frameId=!0):s=!0}else o=r,s=!0;return this._active=!0,s&&(this._active=!1,this._finishTimeout=setTimeout((()=>{this._zooming=!1,this._triggerRenderFrame(),delete this._targetZoom,delete this._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!s,zoomDelta:o-t.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}_smoothOutEasing(t){let r=e.b9;if(this._prevEase){const t=this._prevEase,n=(a.now()-t.start)/t.duration,i=t.easing(n+.01)-t.easing(n),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=e.b8(o,s,.25,1)}return this._prevEase={start:a.now(),duration:t,easing:r},r}reset(){this._active=!1,this._zooming=!1,delete this._targetZoom,this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout)}}class yi{constructor(t,e){this._clickZoom=t,this._tapZoom=e}enable(){this._clickZoom.enable(),this._tapZoom.enable()}disable(){this._clickZoom.disable(),this._tapZoom.disable()}isEnabled(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()}isActive(){return this._clickZoom.isActive()||this._tapZoom.isActive()}}class vi{constructor(t){this._tr=new Hn(t),this.reset()}reset(){this._active=!1}dblclick(t,e){return t.preventDefault(),{cameraAnimation:r=>{r.easeTo({duration:300,zoom:this._tr.zoom+(t.shiftKey?-1:1),around:this._tr.unproject(e)},{originalEvent:t})}}}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}}class xi{constructor(){this._tap=new Yn({numTouches:1,numTaps:1}),this.reset()}reset(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,delete this._tapPoint,this._tap.reset()}touchstart(t,e,r){if(!this._swipePoint)if(this._tapTime){const n=e[0],i=t.timeStamp-this._tapTime<500,a=this._tapPoint.dist(n)<30;i&&a?r.length>0&&(this._swipePoint=n,this._swipeTouch=r[0].identifier):this.reset()}else this._tap.touchstart(t,e,r)}touchmove(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;const n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)}touchend(t,e,r){if(this._tapTime)this._swipePoint&&0===r.length&&this.reset();else{const n=this._tap.touchend(t,e,r);n&&(this._tapTime=t.timeStamp,this._tapPoint=n)}}touchcancel(){this.reset()}enable(){this._enabled=!0}disable(){this._enabled=!1,this.reset()}isEnabled(){return this._enabled}isActive(){return this._active}}class _i{constructor(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r}enable(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"maplibregl-touch-drag-pan\")}disable(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"maplibregl-touch-drag-pan\")}isEnabled(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()}isActive(){return this._mousePan.isActive()||this._touchPan.isActive()}}class bi{constructor(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r}enable(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()}disable(){this._mouseRotate.disable(),this._mousePitch.disable()}isEnabled(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())}isActive(){return this._mouseRotate.isActive()||this._mousePitch.isActive()}}class wi{constructor(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0}enable(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"maplibregl-touch-zoom-rotate\")}disable(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"maplibregl-touch-zoom-rotate\")}isEnabled(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()}isActive(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()}disableRotation(){this._rotationDisabled=!0,this._touchRotate.disable()}enableRotation(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()}}class Ti{constructor(t,e){this._bypassKey=-1!==navigator.userAgent.indexOf(\"Mac\")?\"metaKey\":\"ctrlKey\",this._map=t,this._options=e,this._enabled=!1}isActive(){return!1}reset(){}_setupUI(){if(this._container)return;const t=this._map.getCanvasContainer();t.classList.add(\"maplibregl-cooperative-gestures\"),this._container=o.create(\"div\",\"maplibregl-cooperative-gesture-screen\",t);let e=this._map._getUIString(\"CooperativeGesturesHandler.WindowsHelpText\");\"metaKey\"===this._bypassKey&&(e=this._map._getUIString(\"CooperativeGesturesHandler.MacHelpText\"));const r=this._map._getUIString(\"CooperativeGesturesHandler.MobileHelpText\"),n=document.createElement(\"div\");n.className=\"maplibregl-desktop-message\",n.textContent=e,this._container.appendChild(n);const i=document.createElement(\"div\");i.className=\"maplibregl-mobile-message\",i.textContent=r,this._container.appendChild(i),this._container.setAttribute(\"aria-hidden\",\"true\")}_destroyUI(){this._container&&(o.remove(this._container),this._map.getCanvasContainer().classList.remove(\"maplibregl-cooperative-gestures\")),delete this._container}enable(){this._setupUI(),this._enabled=!0}disable(){this._enabled=!1,this._destroyUI()}isEnabled(){return this._enabled}isBypassed(t){return t[this._bypassKey]}notifyGestureBlocked(t,r){this._enabled&&(this._map.fire(new e.k(\"cooperativegestureprevented\",{gestureType:t,originalEvent:r})),this._container.classList.add(\"maplibregl-show\"),setTimeout((()=>{this._container.classList.remove(\"maplibregl-show\")}),100))}}const ki=t=>t.zoom||t.drag||t.pitch||t.rotate;class Ai extends e.k{}function Mi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}class Si{constructor(t,e){this.handleWindowEvent=t=>{this.handleEvent(t,`${t.type}Window`)},this.handleEvent=(t,e)=>{if(\"blur\"===t.type)return void this.stop(!0);this._updatingCamera=!0;const r=\"renderFrame\"===t.type?void 0:t,n={needsRenderFrame:!1},i={},a={},s=t.touches,l=s?this._getMapTouches(s):void 0,c=l?o.touchPos(this._map.getCanvas(),l):o.mousePos(this._map.getCanvas(),t);for(const{handlerName:o,handler:s,allowed:u}of this._handlers){if(!s.isEnabled())continue;let h;this._blockedByActive(a,u,o)?s.reset():s[e||t.type]&&(h=s[e||t.type](t,c,l),this.mergeHandlerResult(n,i,h,o,r),h&&h.needsRenderFrame&&this._triggerRenderFrame()),(h||s.isActive())&&(a[o]=s)}const u={};for(const t in this._previousActiveHandlers)a[t]||(u[t]=r);this._previousActiveHandlers=a,(Object.keys(u).length||Mi(n))&&(this._changes.push([n,i,u]),this._triggerRenderFrame()),(Object.keys(a).length||Mi(n))&&this._map._stop(!0),this._updatingCamera=!1;const{cameraAnimation:h}=n;h&&(this._inertia.clear(),this._fireEvents({},{},!0),this._changes=[],h(this._map))},this._map=t,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Rn(t),this._bearingSnap=e.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(e);const r=this._el;this._listeners=[[r,\"touchstart\",{passive:!0}],[r,\"touchmove\",{passive:!1}],[r,\"touchend\",void 0],[r,\"touchcancel\",void 0],[r,\"mousedown\",void 0],[r,\"mousemove\",void 0],[r,\"mouseup\",void 0],[document,\"mousemove\",{capture:!0}],[document,\"mouseup\",void 0],[r,\"mouseover\",void 0],[r,\"mouseout\",void 0],[r,\"dblclick\",void 0],[r,\"click\",void 0],[r,\"keydown\",{capture:!1}],[r,\"keyup\",void 0],[r,\"wheel\",{passive:!1}],[r,\"contextmenu\",void 0],[window,\"blur\",void 0]];for(const[t,e,r]of this._listeners)o.addEventListener(t,e,t===document?this.handleWindowEvent:this.handleEvent,r)}destroy(){for(const[t,e,r]of this._listeners)o.removeEventListener(t,e,t===document?this.handleWindowEvent:this.handleEvent,r)}_addDefaultHandlers(t){const e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Vn(e,t));const n=e.boxZoom=new Gn(e,t);this._add(\"boxZoom\",n),t.interactive&&t.boxZoom&&n.enable();const i=e.cooperativeGestures=new Ti(e,t.cooperativeGestures);this._add(\"cooperativeGestures\",i),t.cooperativeGestures&&i.enable();const a=new Xn(e),s=new vi(e);e.doubleClickZoom=new yi(s,a),this._add(\"tapZoom\",a),this._add(\"clickZoom\",s),t.interactive&&t.doubleClickZoom&&e.doubleClickZoom.enable();const l=new xi;this._add(\"tapDragZoom\",l);const c=e.touchPitch=new hi(e);this._add(\"touchPitch\",c),t.interactive&&t.touchPitch&&e.touchPitch.enable(t.touchPitch);const u=ei(t),h=ri(t);e.dragRotate=new bi(t,u,h),this._add(\"mouseRotate\",u,[\"mousePitch\"]),this._add(\"mousePitch\",h,[\"mouseRotate\"]),t.interactive&&t.dragRotate&&e.dragRotate.enable();const f=(({enable:t,clickTolerance:e})=>{const r=new Kn({checkCorrectEvent:t=>0===o.mouseButton(t)&&!t.ctrlKey});return new $n({clickTolerance:e,move:(t,e)=>({around:e,panDelta:e.sub(t)}),activateOnStart:!0,moveStateManager:r,enable:t,assignEvents:ti})})(t),p=new ni(t,e);e.dragPan=new _i(r,f,p),this._add(\"mousePan\",f),this._add(\"touchPan\",p,[\"touchZoom\",\"touchRotate\"]),t.interactive&&t.dragPan&&e.dragPan.enable(t.dragPan);const d=new ci,m=new si;e.touchZoomRotate=new wi(r,m,d,l),this._add(\"touchRotate\",d,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",m,[\"touchPan\",\"touchRotate\"]),t.interactive&&t.touchZoomRotate&&e.touchZoomRotate.enable(t.touchZoomRotate);const g=e.scrollZoom=new gi(e,(()=>this._triggerRenderFrame()));this._add(\"scrollZoom\",g,[\"mousePan\"]),t.interactive&&t.scrollZoom&&e.scrollZoom.enable(t.scrollZoom);const y=e.keyboard=new pi(e);this._add(\"keyboard\",y),t.interactive&&t.keyboard&&e.keyboard.enable(),this._add(\"blockableMapEvent\",new qn(e))}_add(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e}stop(t){if(!this._updatingCamera){for(const{handler:t}of this._handlers)t.reset();this._inertia.clear(),this._fireEvents({},{},t),this._changes=[]}}isActive(){for(const{handler:t}of this._handlers)if(t.isActive())return!0;return!1}isZooming(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()}isRotating(){return!!this._eventsInProgress.rotate}isMoving(){return Boolean(ki(this._eventsInProgress))||this.isZooming()}_blockedByActive(t,e,r){for(const n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1}_getMapTouches(t){const e=[];for(const r of t){const t=r.target;this._el.contains(t)&&e.push(r)}return e}mergeHandlerResult(t,r,n,i,a){if(!n)return;e.e(t,n);const o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}_applyChanges(){const t={},r={},n={};for(const[i,a,o]of this._changes)i.panDelta&&(t.panDelta=(t.panDelta||new e.P(0,0))._add(i.panDelta)),i.zoomDelta&&(t.zoomDelta=(t.zoomDelta||0)+i.zoomDelta),i.bearingDelta&&(t.bearingDelta=(t.bearingDelta||0)+i.bearingDelta),i.pitchDelta&&(t.pitchDelta=(t.pitchDelta||0)+i.pitchDelta),void 0!==i.around&&(t.around=i.around),void 0!==i.pinchAround&&(t.pinchAround=i.pinchAround),i.noInertia&&(t.noInertia=i.noInertia),e.e(r,a),e.e(n,o);this._updateMapTransform(t,r,n),this._changes=[]}_updateMapTransform(t,e,r){const n=this._map,i=n._getTransformForUpdate(),a=n.terrain;if(!(Mi(t)||a&&this._terrainMovement))return this._fireEvents(e,r,!0);let{panDelta:o,zoomDelta:s,bearingDelta:l,pitchDelta:c,around:u,pinchAround:h}=t;void 0!==h&&(u=h),n._stop(!0),u=u||n.transform.centerPoint;const f=i.pointLocation(o?u.sub(o):u);l&&(i.bearing+=l),c&&(i.pitch+=c),s&&(i.zoom+=s),a?this._terrainMovement||!e.drag&&!e.zoom?e.drag&&this._terrainMovement?i.center=i.pointLocation(i.centerPoint.sub(o)):i.setLocationAtPoint(f,u):(this._terrainMovement=!0,this._map._elevationFreeze=!0,i.setLocationAtPoint(f,u)):i.setLocationAtPoint(f,u),n._applyUpdatedTransform(i),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r,!0)}_fireEvents(t,r,n){const i=ki(this._eventsInProgress),o=ki(t),s={};for(const e in t){const{originalEvent:r}=t[e];this._eventsInProgress[e]||(s[`${e}start`]=r),this._eventsInProgress[e]=t[e]}!i&&o&&this._fireEvent(\"movestart\",o.originalEvent);for(const t in s)this._fireEvent(t,s[t]);o&&this._fireEvent(\"move\",o.originalEvent);for(const e in t){const{originalEvent:r}=t[e];this._fireEvent(e,r)}const l={};let c;for(const t in this._eventsInProgress){const{handlerName:e,originalEvent:n}=this._eventsInProgress[t];this._handlersById[e].isActive()||(delete this._eventsInProgress[t],c=r[e]||n,l[`${t}end`]=c)}for(const t in l)this._fireEvent(t,l[t]);const u=ki(this._eventsInProgress),h=(i||o)&&!u;if(h&&this._terrainMovement){this._map._elevationFreeze=!1,this._terrainMovement=!1;const t=this._map._getTransformForUpdate();t.recalculateZoom(this._map.terrain),this._map._applyUpdatedTransform(t)}if(n&&h){this._updatingCamera=!0;const t=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),r=t=>0!==t&&-this._bearingSnap<t&&t<this._bearingSnap;!t||!t.essential&&a.prefersReducedMotion?(this._map.fire(new e.k(\"moveend\",{originalEvent:c})),r(this._map.getBearing())&&this._map.resetNorth()):(r(t.bearing||this._map.getBearing())&&(t.bearing=0),t.freezeElevation=!0,this._map.easeTo(t,{originalEvent:c})),this._updatingCamera=!1}}_fireEvent(t,r){this._map.fire(new e.k(t,r?{originalEvent:r}:{}))}_requestFrame(){return this._map.triggerRepaint(),this._map._renderTaskQueue.add((t=>{delete this._frameId,this.handleEvent(new Ai(\"renderFrame\",{timeStamp:t})),this._applyChanges()}))}_triggerRenderFrame(){void 0===this._frameId&&(this._frameId=this._requestFrame())}}class Ei extends e.E{constructor(t,e){super(),this._renderFrameCallback=()=>{const t=Math.min((a.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(t)),t<1&&this._easeFrameId?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},this._moving=!1,this._zooming=!1,this.transform=t,this._bearingSnap=e.bearingSnap,this.on(\"moveend\",(()=>{delete this._requestedCameraState}))}getCenter(){return new e.N(this.transform.center.lng,this.transform.center.lat)}setCenter(t,e){return this.jumpTo({center:t},e)}panBy(t,r,n){return t=e.P.convert(t).mult(-1),this.panTo(this.transform.center,e.e({offset:t},r),n)}panTo(t,r,n){return this.easeTo(e.e({center:t},r),n)}getZoom(){return this.transform.zoom}setZoom(t,e){return this.jumpTo({zoom:t},e),this}zoomTo(t,r,n){return this.easeTo(e.e({zoom:t},r),n)}zoomIn(t,e){return this.zoomTo(this.getZoom()+1,t,e),this}zoomOut(t,e){return this.zoomTo(this.getZoom()-1,t,e),this}getBearing(){return this.transform.bearing}setBearing(t,e){return this.jumpTo({bearing:t},e),this}getPadding(){return this.transform.padding}setPadding(t,e){return this.jumpTo({padding:t},e),this}rotateTo(t,r,n){return this.easeTo(e.e({bearing:t},r),n)}resetNorth(t,r){return this.rotateTo(0,e.e({duration:1e3},t),r),this}resetNorthPitch(t,r){return this.easeTo(e.e({bearing:0,pitch:0,duration:1e3},t),r),this}snapToNorth(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this}getPitch(){return this.transform.pitch}setPitch(t,e){return this.jumpTo({pitch:t},e),this}cameraForBounds(t,e){t=X.convert(t);const r=e&&e.bearing||0;return this._cameraForBoxAndBearing(t.getNorthWest(),t.getSouthEast(),r,e)}_cameraForBoxAndBearing(t,r,n,i){const a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=e.e({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){const t=i.padding;i.padding={top:t,bottom:t,right:t,left:t}}i.padding=e.e(a,i.padding);const o=this.transform,s=o.padding,l=new X(t,r),c=o.project(l.getNorthWest()),u=o.project(l.getNorthEast()),h=o.project(l.getSouthEast()),f=o.project(l.getSouthWest()),p=e.ba(-n),d=c.rotate(p),m=u.rotate(p),g=h.rotate(p),y=f.rotate(p),v=new e.P(Math.max(d.x,m.x,y.x,g.x),Math.max(d.y,m.y,y.y,g.y)),x=new e.P(Math.min(d.x,m.x,y.x,g.x),Math.min(d.y,m.y,y.y,g.y)),_=v.sub(x),b=(o.width-(s.left+s.right+i.padding.left+i.padding.right))/_.x,w=(o.height-(s.top+s.bottom+i.padding.top+i.padding.bottom))/_.y;if(w<0||b<0)return void e.w(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\");const T=Math.min(o.scaleZoom(o.scale*Math.min(b,w)),i.maxZoom),k=e.P.convert(i.offset),A=(i.padding.left-i.padding.right)/2,M=(i.padding.top-i.padding.bottom)/2,S=new e.P(A,M).rotate(e.ba(n)),E=k.add(S).mult(o.scale/o.zoomScale(T));return{center:o.unproject(c.add(h).div(2).sub(E)),zoom:T,bearing:n}}fitBounds(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)}fitScreenCoordinates(t,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(e.P.convert(t)),this.transform.pointLocation(e.P.convert(r)),n,i),i,a)}_fitInternal(t,r,n){return t?(delete(r=e.e(t,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this}jumpTo(t,r){this.stop();const n=this._getTransformForUpdate();let i=!1,a=!1,o=!1;return\"zoom\"in t&&n.zoom!==+t.zoom&&(i=!0,n.zoom=+t.zoom),void 0!==t.center&&(n.center=e.N.convert(t.center)),\"bearing\"in t&&n.bearing!==+t.bearing&&(a=!0,n.bearing=+t.bearing),\"pitch\"in t&&n.pitch!==+t.pitch&&(o=!0,n.pitch=+t.pitch),null==t.padding||n.isPaddingEqual(t.padding)||(n.padding=t.padding),this._applyUpdatedTransform(n),this.fire(new e.k(\"movestart\",r)).fire(new e.k(\"move\",r)),i&&this.fire(new e.k(\"zoomstart\",r)).fire(new e.k(\"zoom\",r)).fire(new e.k(\"zoomend\",r)),a&&this.fire(new e.k(\"rotatestart\",r)).fire(new e.k(\"rotate\",r)).fire(new e.k(\"rotateend\",r)),o&&this.fire(new e.k(\"pitchstart\",r)).fire(new e.k(\"pitch\",r)).fire(new e.k(\"pitchend\",r)),this.fire(new e.k(\"moveend\",r))}calculateCameraOptionsFromTo(t,r,n,i=0){const a=e.Z.fromLngLat(t,r),o=e.Z.fromLngLat(n,i),s=o.x-a.x,l=o.y-a.y,c=o.z-a.z,u=Math.hypot(s,l,c);if(0===u)throw new Error(\"Can't calculate camera options with same From and To\");const h=Math.hypot(s,l),f=this.transform.scaleZoom(this.transform.cameraToCenterDistance/u/this.transform.tileSize),p=180*Math.atan2(s,-l)/Math.PI;let d=180*Math.acos(h/u)/Math.PI;return d=c<0?90-d:90+d,{center:o.toLngLat(),zoom:f,pitch:d,bearing:p}}easeTo(t,r){var n;this._stop(!1,t.easeId),(!1===(t=e.e({offset:[0,0],duration:500,easing:e.b9},t)).animate||!t.essential&&a.prefersReducedMotion)&&(t.duration=0);const i=this._getTransformForUpdate(),o=i.zoom,s=i.bearing,l=i.pitch,c=i.padding,u=\"bearing\"in t?this._normalizeBearing(t.bearing,s):s,h=\"pitch\"in t?+t.pitch:l,f=\"padding\"in t?t.padding:i.padding,p=e.P.convert(t.offset);let d=i.centerPoint.add(p);const m=i.pointLocation(d),{center:g,zoom:y}=i.getConstrained(e.N.convert(t.center||m),null!==(n=t.zoom)&&void 0!==n?n:o);this._normalizeCenter(g,i);const v=i.project(m),x=i.project(g).sub(v),_=i.zoomScale(y-o);let b,w;t.around&&(b=e.N.convert(t.around),w=i.locationPoint(b));const T={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||y!==o,this._rotating=this._rotating||s!==u,this._pitching=this._pitching||h!==l,this._padding=!i.isPaddingEqual(f),this._easeId=t.easeId,this._prepareEase(r,t.noMoveStart,T),this.terrain&&this._prepareElevation(g),this._ease((n=>{if(this._zooming&&(i.zoom=e.z.number(o,y,n)),this._rotating&&(i.bearing=e.z.number(s,u,n)),this._pitching&&(i.pitch=e.z.number(l,h,n)),this._padding&&(i.interpolatePadding(c,f,n),d=i.centerPoint.add(p)),this.terrain&&!t.freezeElevation&&this._updateElevation(n),b)i.setLocationAtPoint(b,w);else{const t=i.zoomScale(i.zoom-o),e=y>o?Math.min(2,_):Math.max(.5,_),r=Math.pow(e,1-n),a=i.unproject(v.add(x.mult(n*r)).mult(t));i.setLocationAtPoint(i.renderWorldCopies?a.wrap():a,d)}this._applyUpdatedTransform(i),this._fireMoveEvents(r)}),(e=>{this.terrain&&t.freezeElevation&&this._finalizeElevation(),this._afterEase(r,e)}),t),this}_prepareEase(t,r,n={}){this._moving=!0,r||n.moving||this.fire(new e.k(\"movestart\",t)),this._zooming&&!n.zooming&&this.fire(new e.k(\"zoomstart\",t)),this._rotating&&!n.rotating&&this.fire(new e.k(\"rotatestart\",t)),this._pitching&&!n.pitching&&this.fire(new e.k(\"pitchstart\",t))}_prepareElevation(t){this._elevationCenter=t,this._elevationStart=this.transform.elevation,this._elevationTarget=this.terrain.getElevationForLngLatZoom(t,this.transform.tileZoom),this._elevationFreeze=!0}_updateElevation(t){this.transform.minElevationForCurrentTile=this.terrain.getMinTileElevationForLngLatZoom(this._elevationCenter,this.transform.tileZoom);const r=this.terrain.getElevationForLngLatZoom(this._elevationCenter,this.transform.tileZoom);if(t<1&&r!==this._elevationTarget){const e=this._elevationTarget-this._elevationStart,n=(r-(e*t+this._elevationStart))/(1-t);this._elevationStart+=t*(e-n),this._elevationTarget=r}this.transform.elevation=e.z.number(this._elevationStart,this._elevationTarget,t)}_finalizeElevation(){this._elevationFreeze=!1,this.transform.recalculateZoom(this.terrain)}_getTransformForUpdate(){return this.transformCameraUpdate||this.terrain?(this._requestedCameraState||(this._requestedCameraState=this.transform.clone()),this._requestedCameraState):this.transform}_elevateCameraIfInsideTerrain(t){const e=t.getCameraPosition(),r=this.terrain.getElevationForLngLatZoom(e.lngLat,t.zoom);if(e.altitude<r){const n=this.calculateCameraOptionsFromTo(e.lngLat,r,t.center,t.elevation);return{pitch:n.pitch,zoom:n.zoom}}return{}}_applyUpdatedTransform(t){const e=[];if(this.terrain&&e.push((t=>this._elevateCameraIfInsideTerrain(t))),this.transformCameraUpdate&&e.push((t=>this.transformCameraUpdate(t))),!e.length)return;const r=t.clone();for(const t of e){const e=r.clone(),{center:n,zoom:i,pitch:a,bearing:o,elevation:s}=t(e);n&&(e.center=n),void 0!==i&&(e.zoom=i),void 0!==a&&(e.pitch=a),void 0!==o&&(e.bearing=o),void 0!==s&&(e.elevation=s),r.apply(e)}this.transform.apply(r)}_fireMoveEvents(t){this.fire(new e.k(\"move\",t)),this._zooming&&this.fire(new e.k(\"zoom\",t)),this._rotating&&this.fire(new e.k(\"rotate\",t)),this._pitching&&this.fire(new e.k(\"pitch\",t))}_afterEase(t,r){if(this._easeId&&r&&this._easeId===r)return;delete this._easeId;const n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new e.k(\"zoomend\",t)),i&&this.fire(new e.k(\"rotateend\",t)),a&&this.fire(new e.k(\"pitchend\",t)),this.fire(new e.k(\"moveend\",t))}flyTo(t,r){var n;if(!t.essential&&a.prefersReducedMotion){const n=e.M(t,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(n,r)}this.stop(),t=e.e({offset:[0,0],speed:1.2,curve:1.42,easing:e.b9},t);const i=this._getTransformForUpdate(),o=i.zoom,s=i.bearing,l=i.pitch,c=i.padding,u=\"bearing\"in t?this._normalizeBearing(t.bearing,s):s,h=\"pitch\"in t?+t.pitch:l,f=\"padding\"in t?t.padding:i.padding,p=e.P.convert(t.offset);let d=i.centerPoint.add(p);const m=i.pointLocation(d),{center:g,zoom:y}=i.getConstrained(e.N.convert(t.center||m),null!==(n=t.zoom)&&void 0!==n?n:o);this._normalizeCenter(g,i);const v=i.zoomScale(y-o),x=i.project(m),_=i.project(g).sub(x);let b=t.curve;const w=Math.max(i.width,i.height),T=w/v,k=_.mag();if(\"minZoom\"in t){const r=e.ad(Math.min(t.minZoom,o,y),i.minZoom,i.maxZoom),n=w/i.zoomScale(r-o);b=Math.sqrt(n/k*2)}const A=b*b;function M(t){const e=(T*T-w*w+(t?-1:1)*A*A*k*k)/(2*(t?T:w)*A*k);return Math.log(Math.sqrt(e*e+1)-e)}function S(t){return(Math.exp(t)-Math.exp(-t))/2}function E(t){return(Math.exp(t)+Math.exp(-t))/2}const C=M(!1);let L=function(t){return E(C)/E(C+b*t)},I=function(t){return w*((E(C)*(S(e=C+b*t)/E(e))-S(C))/A)/k;var e},P=(M(!0)-C)/b;if(Math.abs(k)<1e-6||!isFinite(P)){if(Math.abs(w-T)<1e-6)return this.easeTo(t,r);const e=T<w?-1:1;P=Math.abs(Math.log(T/w))/b,I=()=>0,L=t=>Math.exp(e*b*t)}if(\"duration\"in t)t.duration=+t.duration;else{const e=\"screenSpeed\"in t?+t.screenSpeed/b:+t.speed;t.duration=1e3*P/e}return t.maxDuration&&t.duration>t.maxDuration&&(t.duration=0),this._zooming=!0,this._rotating=s!==u,this._pitching=h!==l,this._padding=!i.isPaddingEqual(f),this._prepareEase(r,!1),this.terrain&&this._prepareElevation(g),this._ease((n=>{const a=n*P,m=1/L(a);i.zoom=1===n?y:o+i.scaleZoom(m),this._rotating&&(i.bearing=e.z.number(s,u,n)),this._pitching&&(i.pitch=e.z.number(l,h,n)),this._padding&&(i.interpolatePadding(c,f,n),d=i.centerPoint.add(p)),this.terrain&&!t.freezeElevation&&this._updateElevation(n);const v=1===n?g:i.unproject(x.add(_.mult(I(a))).mult(m));i.setLocationAtPoint(i.renderWorldCopies?v.wrap():v,d),this._applyUpdatedTransform(i),this._fireMoveEvents(r)}),(()=>{this.terrain&&t.freezeElevation&&this._finalizeElevation(),this._afterEase(r)}),t),this}isEasing(){return!!this._easeFrameId}stop(){return this._stop()}_stop(t,e){var r;if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){const t=this._onEaseEnd;delete this._onEaseEnd,t.call(this,e)}return t||null===(r=this.handlers)||void 0===r||r.stop(!1),this}_ease(t,e,r){!1===r.animate||0===r.duration?(t(1),e()):(this._easeStart=a.now(),this._easeOptions=r,this._onEaseFrame=t,this._onEaseEnd=e,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))}_normalizeBearing(t,r){t=e.b3(t,-180,180);const n=Math.abs(t-r);return Math.abs(t-360-r)<n&&(t-=360),Math.abs(t+360-r)<n&&(t+=360),t}_normalizeCenter(t,e){if(!e.renderWorldCopies||e.lngRange)return;const r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}queryTerrainElevation(t){return this.terrain?this.terrain.getElevationForLngLatZoom(e.N.convert(t),this.transform.tileZoom)-this.transform.elevation:null}}const Ci={compact:!0,customAttribution:'<a href=\"https://maplibre.org/\" target=\"_blank\">MapLibre</a>'};class Li{constructor(t=Ci){this._toggleAttribution=()=>{this._container.classList.contains(\"maplibregl-compact\")&&(this._container.classList.contains(\"maplibregl-compact-show\")?(this._container.setAttribute(\"open\",\"\"),this._container.classList.remove(\"maplibregl-compact-show\")):(this._container.classList.add(\"maplibregl-compact-show\"),this._container.removeAttribute(\"open\")))},this._updateData=t=>{!t||\"metadata\"!==t.sourceDataType&&\"visibility\"!==t.sourceDataType&&\"style\"!==t.dataType&&\"terrain\"!==t.type||this._updateAttributions()},this._updateCompact=()=>{this._map.getCanvasContainer().offsetWidth<=640||this._compact?!1===this._compact?this._container.setAttribute(\"open\",\"\"):this._container.classList.contains(\"maplibregl-compact\")||this._container.classList.contains(\"maplibregl-attrib-empty\")||(this._container.setAttribute(\"open\",\"\"),this._container.classList.add(\"maplibregl-compact\",\"maplibregl-compact-show\")):(this._container.setAttribute(\"open\",\"\"),this._container.classList.contains(\"maplibregl-compact\")&&this._container.classList.remove(\"maplibregl-compact\",\"maplibregl-compact-show\"))},this._updateCompactMinimize=()=>{this._container.classList.contains(\"maplibregl-compact\")&&this._container.classList.contains(\"maplibregl-compact-show\")&&this._container.classList.remove(\"maplibregl-compact-show\")},this.options=t}getDefaultPosition(){return\"bottom-right\"}onAdd(t){return this._map=t,this._compact=this.options.compact,this._container=o.create(\"details\",\"maplibregl-ctrl maplibregl-ctrl-attrib\"),this._compactButton=o.create(\"summary\",\"maplibregl-ctrl-attrib-button\",this._container),this._compactButton.addEventListener(\"click\",this._toggleAttribution),this._setElementTitle(this._compactButton,\"ToggleAttribution\"),this._innerContainer=o.create(\"div\",\"maplibregl-ctrl-attrib-inner\",this._container),this._updateAttributions(),this._updateCompact(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"terrain\",this._updateData),this._map.on(\"resize\",this._updateCompact),this._map.on(\"drag\",this._updateCompactMinimize),this._container}onRemove(){o.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"terrain\",this._updateData),this._map.off(\"resize\",this._updateCompact),this._map.off(\"drag\",this._updateCompactMinimize),this._map=void 0,this._compact=void 0,this._attribHTML=void 0}_setElementTitle(t,e){const r=this._map._getUIString(`AttributionControl.${e}`);t.title=r,t.setAttribute(\"aria-label\",r)}_updateAttributions(){if(!this._map.style)return;let t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((t=>\"string\"!=typeof t?\"\":t))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){const t=this._map.style.stylesheet;this.styleOwner=t.owner,this.styleId=t.id}const e=this._map.style.sourceCaches;for(const r in e){const n=e[r];if(n.used||n.usedForTerrain){const e=n.getSource();e.attribution&&t.indexOf(e.attribution)<0&&t.push(e.attribution)}}t=t.filter((t=>String(t).trim())),t.sort(((t,e)=>t.length-e.length)),t=t.filter(((e,r)=>{for(let n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}));const r=t.join(\" | \");r!==this._attribHTML&&(this._attribHTML=r,t.length?(this._innerContainer.innerHTML=r,this._container.classList.remove(\"maplibregl-attrib-empty\")):this._container.classList.add(\"maplibregl-attrib-empty\"),this._updateCompact(),this._editLink=null)}}class Ii{constructor(t={}){this._updateCompact=()=>{const t=this._container.children;if(t.length){const e=t[0];this._map.getCanvasContainer().offsetWidth<=640||this._compact?!1!==this._compact&&e.classList.add(\"maplibregl-compact\"):e.classList.remove(\"maplibregl-compact\")}},this.options=t}getDefaultPosition(){return\"bottom-left\"}onAdd(t){this._map=t,this._compact=this.options&&this.options.compact,this._container=o.create(\"div\",\"maplibregl-ctrl\");const e=o.create(\"a\",\"maplibregl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://maplibre.org/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"block\",this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container}onRemove(){o.remove(this._container),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._compact=void 0}}class Pi{constructor(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1}add(t){const e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e}remove(t){const e=this._currentlyRunning,r=e?this._queue.concat(e):this._queue;for(const e of r)if(e.id===t)return void(e.cancelled=!0)}run(t=0){if(this._currentlyRunning)throw new Error(\"Attempting to run(), but is already running.\");const e=this._currentlyRunning=this._queue;this._queue=[];for(const r of e)if(!r.cancelled&&(r.callback(t),this._cleared))break;this._cleared=!1,this._currentlyRunning=!1}clear(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]}}var zi=e.Y([{name:\"a_pos3d\",type:\"Int16\",components:3}]);class Oi extends e.E{constructor(t){super(),this.sourceCache=t,this._tiles={},this._renderableTilesKeys=[],this._sourceTileCache={},this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.deltaZoom=1,t.usedForTerrain=!0,t.tileSize=this.tileSize*2**this.deltaZoom}destruct(){this.sourceCache.usedForTerrain=!1,this.sourceCache.tileSize=null}update(t,r){this.sourceCache.update(t,r),this._renderableTilesKeys=[];const n={};for(const i of t.coveringTiles({tileSize:this.tileSize,minzoom:this.minzoom,maxzoom:this.maxzoom,reparseOverscaled:!1,terrain:r}))n[i.key]=!0,this._renderableTilesKeys.push(i.key),this._tiles[i.key]||(i.posMatrix=new Float64Array(16),e.aQ(i.posMatrix,0,e.X,0,e.X,0,1),this._tiles[i.key]=new ht(i,this.tileSize));for(const t in this._tiles)n[t]||delete this._tiles[t]}freeRtt(t){for(const e in this._tiles){const r=this._tiles[e];(!t||r.tileID.equals(t)||r.tileID.isChildOf(t)||t.isChildOf(r.tileID))&&(r.rtt=[])}}getRenderableTiles(){return this._renderableTilesKeys.map((t=>this.getTileByID(t)))}getTileByID(t){return this._tiles[t]}getTerrainCoords(t){const r={};for(const n of this._renderableTilesKeys){const i=this._tiles[n].tileID;if(i.canonical.equals(t.canonical)){const i=t.clone();i.posMatrix=new Float64Array(16),e.aQ(i.posMatrix,0,e.X,0,e.X,0,1),r[n]=i}else if(i.canonical.isChildOf(t.canonical)){const a=t.clone();a.posMatrix=new Float64Array(16);const o=i.canonical.z-t.canonical.z,s=i.canonical.x-(i.canonical.x>>o<<o),l=i.canonical.y-(i.canonical.y>>o<<o),c=e.X>>o;e.aQ(a.posMatrix,0,c,0,c,0,1),e.J(a.posMatrix,a.posMatrix,[-s*c,-l*c,0]),r[n]=a}else if(t.canonical.isChildOf(i.canonical)){const a=t.clone();a.posMatrix=new Float64Array(16);const o=t.canonical.z-i.canonical.z,s=t.canonical.x-(t.canonical.x>>o<<o),l=t.canonical.y-(t.canonical.y>>o<<o),c=e.X>>o;e.aQ(a.posMatrix,0,e.X,0,e.X,0,1),e.J(a.posMatrix,a.posMatrix,[s*c,l*c,0]),e.K(a.posMatrix,a.posMatrix,[1/2**o,1/2**o,0]),r[n]=a}}return r}getSourceTile(t,e){const r=this.sourceCache._source;let n=t.overscaledZ-this.deltaZoom;if(n>r.maxzoom&&(n=r.maxzoom),n<r.minzoom)return null;this._sourceTileCache[t.key]||(this._sourceTileCache[t.key]=t.scaledTo(n).key);let i=this.sourceCache.getTileByID(this._sourceTileCache[t.key]);if((!i||!i.dem)&&e)for(;n>=r.minzoom&&(!i||!i.dem);)i=this.sourceCache.getTileByID(t.scaledTo(n--).key);return i}tilesAfterTime(t=Date.now()){return Object.values(this._tiles).filter((e=>e.timeAdded>=t))}}class Di{constructor(t,e,r){this.painter=t,this.sourceCache=new Oi(e),this.options=r,this.exaggeration=\"number\"==typeof r.exaggeration?r.exaggeration:1,this.qualityFactor=2,this.meshSize=128,this._demMatrixCache={},this.coordsIndex=[],this._coordsTextureSize=1024}getDEMElevation(t,r,n,i=e.X){var a;if(!(r>=0&&r<i&&n>=0&&n<i))return 0;const o=this.getTerrainData(t),s=null===(a=o.tile)||void 0===a?void 0:a.dem;if(!s)return 0;const l=function(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t}([],[r/i*e.X,n/i*e.X],o.u_terrain_matrix),c=[l[0]*s.dim,l[1]*s.dim],u=Math.floor(c[0]),h=Math.floor(c[1]),f=c[0]-u,p=c[1]-h;return s.get(u,h)*(1-f)*(1-p)+s.get(u+1,h)*f*(1-p)+s.get(u,h+1)*(1-f)*p+s.get(u+1,h+1)*f*p}getElevationForLngLatZoom(t,r){const{tileID:n,mercatorX:i,mercatorY:a}=this._getOverscaledTileIDFromLngLatZoom(t,r);return this.getElevation(n,i%e.X,a%e.X,e.X)}getElevation(t,r,n,i=e.X){return this.getDEMElevation(t,r,n,i)*this.exaggeration}getTerrainData(t){if(!this._emptyDemTexture){const t=this.painter.context,r=new e.R({width:1,height:1},new Uint8Array(4));this._emptyDepthTexture=new w(t,r,t.gl.RGBA,{premultiply:!1}),this._emptyDemUnpack=[0,0,0,0],this._emptyDemTexture=new w(t,new e.R({width:1,height:1}),t.gl.RGBA,{premultiply:!1}),this._emptyDemTexture.bind(t.gl.NEAREST,t.gl.CLAMP_TO_EDGE),this._emptyDemMatrix=e.ao([])}const r=this.sourceCache.getSourceTile(t,!0);if(r&&r.dem&&(!r.demTexture||r.needsTerrainPrepare)){const t=this.painter.context;r.demTexture=this.painter.getTileTexture(r.dem.stride),r.demTexture?r.demTexture.update(r.dem.getPixels(),{premultiply:!1}):r.demTexture=new w(t,r.dem.getPixels(),t.gl.RGBA,{premultiply:!1}),r.demTexture.bind(t.gl.NEAREST,t.gl.CLAMP_TO_EDGE),r.needsTerrainPrepare=!1}const n=r&&r+r.tileID.key+t.key;if(n&&!this._demMatrixCache[n]){const n=this.sourceCache.sourceCache._source.maxzoom;let i=t.canonical.z-r.tileID.canonical.z;t.overscaledZ>t.canonical.z&&(t.canonical.z>=n?i=t.canonical.z-n:e.w(\"cannot calculate elevation if elevation maxzoom > source.maxzoom\"));const a=t.canonical.x-(t.canonical.x>>i<<i),o=t.canonical.y-(t.canonical.y>>i<<i),s=e.bb(new Float64Array(16),[1/(e.X<<i),1/(e.X<<i),0]);e.J(s,s,[a*e.X,o*e.X,0]),this._demMatrixCache[t.key]={matrix:s,coord:t}}return{u_depth:2,u_terrain:3,u_terrain_dim:r&&r.dem&&r.dem.dim||1,u_terrain_matrix:n?this._demMatrixCache[t.key].matrix:this._emptyDemMatrix,u_terrain_unpack:r&&r.dem&&r.dem.getUnpackVector()||this._emptyDemUnpack,u_terrain_exaggeration:this.exaggeration,texture:(r&&r.demTexture||this._emptyDemTexture).texture,depthTexture:(this._fboDepthTexture||this._emptyDepthTexture).texture,tile:r}}getFramebuffer(t){const e=this.painter,r=e.width/devicePixelRatio,n=e.height/devicePixelRatio;return!this._fbo||this._fbo.width===r&&this._fbo.height===n||(this._fbo.destroy(),this._fboCoordsTexture.destroy(),this._fboDepthTexture.destroy(),delete this._fbo,delete this._fboDepthTexture,delete this._fboCoordsTexture),this._fboCoordsTexture||(this._fboCoordsTexture=new w(e.context,{width:r,height:n,data:null},e.context.gl.RGBA,{premultiply:!1}),this._fboCoordsTexture.bind(e.context.gl.NEAREST,e.context.gl.CLAMP_TO_EDGE)),this._fboDepthTexture||(this._fboDepthTexture=new w(e.context,{width:r,height:n,data:null},e.context.gl.RGBA,{premultiply:!1}),this._fboDepthTexture.bind(e.context.gl.NEAREST,e.context.gl.CLAMP_TO_EDGE)),this._fbo||(this._fbo=e.context.createFramebuffer(r,n,!0,!1),this._fbo.depthAttachment.set(e.context.createRenderbuffer(e.context.gl.DEPTH_COMPONENT16,r,n))),this._fbo.colorAttachment.set(\"coords\"===t?this._fboCoordsTexture.texture:this._fboDepthTexture.texture),this._fbo}getCoordsTexture(){const t=this.painter.context;if(this._coordsTexture)return this._coordsTexture;const r=new Uint8Array(this._coordsTextureSize*this._coordsTextureSize*4);for(let t=0,e=0;t<this._coordsTextureSize;t++)for(let n=0;n<this._coordsTextureSize;n++,e+=4)r[e+0]=255&n,r[e+1]=255&t,r[e+2]=n>>8<<4|t>>8,r[e+3]=0;const n=new e.R({width:this._coordsTextureSize,height:this._coordsTextureSize},new Uint8Array(r.buffer)),i=new w(t,n,t.gl.RGBA,{premultiply:!1});return i.bind(t.gl.NEAREST,t.gl.CLAMP_TO_EDGE),this._coordsTexture=i,i}pointCoordinate(t){this.painter.maybeDrawDepthAndCoords(!0);const r=new Uint8Array(4),n=this.painter.context,i=n.gl,a=Math.round(t.x*this.painter.pixelRatio/devicePixelRatio),o=Math.round(t.y*this.painter.pixelRatio/devicePixelRatio),s=Math.round(this.painter.height/devicePixelRatio);n.bindFramebuffer.set(this.getFramebuffer(\"coords\").framebuffer),i.readPixels(a,s-o-1,1,1,i.RGBA,i.UNSIGNED_BYTE,r),n.bindFramebuffer.set(null);const l=r[0]+(r[2]>>4<<8),c=r[1]+((15&r[2])<<8),u=this.coordsIndex[255-r[3]],h=u&&this.sourceCache.getTileByID(u);if(!h)return null;const f=this._coordsTextureSize,p=(1<<h.tileID.canonical.z)*f;return new e.Z((h.tileID.canonical.x*f+l)/p+h.tileID.wrap,(h.tileID.canonical.y*f+c)/p,this.getElevation(h.tileID,l,c,f))}depthAtPoint(t){const e=new Uint8Array(4),r=this.painter.context,n=r.gl;return r.bindFramebuffer.set(this.getFramebuffer(\"depth\").framebuffer),n.readPixels(t.x,this.painter.height/devicePixelRatio-t.y-1,1,1,n.RGBA,n.UNSIGNED_BYTE,e),r.bindFramebuffer.set(null),(e[0]/16777216+e[1]/65536+e[2]/256+e[3])/256}getTerrainMesh(){if(this._mesh)return this._mesh;const t=this.painter.context,r=new e.bc,n=new e.aY,i=this.meshSize,a=e.X/i,o=i*i;for(let t=0;t<=i;t++)for(let e=0;e<=i;e++)r.emplaceBack(e*a,t*a,0);for(let t=0;t<o;t+=i+1)for(let e=0;e<i;e++)n.emplaceBack(e+t,i+e+t+1,i+e+t+2),n.emplaceBack(e+t,i+e+t+2,e+t+1);const s=r.length,l=s+2*(i+1);for(const t of[0,1])for(let n=0;n<=i;n++)for(const i of[0,1])r.emplaceBack(n*a,t*e.X,i);for(let t=0;t<2*i;t+=2)n.emplaceBack(l+t,l+t+1,l+t+3),n.emplaceBack(l+t,l+t+3,l+t+2),n.emplaceBack(s+t,s+t+3,s+t+1),n.emplaceBack(s+t,s+t+2,s+t+3);const c=r.length,u=c+2*(i+1);for(const t of[0,1])for(let n=0;n<=i;n++)for(const i of[0,1])r.emplaceBack(t*e.X,n*a,i);for(let t=0;t<2*i;t+=2)n.emplaceBack(c+t,c+t+1,c+t+3),n.emplaceBack(c+t,c+t+3,c+t+2),n.emplaceBack(u+t,u+t+3,u+t+1),n.emplaceBack(u+t,u+t+2,u+t+3);return this._mesh=new wn(t.createVertexBuffer(r,zi.members),t.createIndexBuffer(n),e.a0.simpleSegment(0,0,r.length,n.length)),this._mesh}getMeshFrameDelta(t){return 2*Math.PI*e.bd/Math.pow(2,t)/5}getMinTileElevationForLngLatZoom(t,e){var r;const{tileID:n}=this._getOverscaledTileIDFromLngLatZoom(t,e);return null!==(r=this.getMinMaxElevation(n).minElevation)&&void 0!==r?r:0}getMinMaxElevation(t){const e=this.getTerrainData(t).tile,r={minElevation:null,maxElevation:null};return e&&e.dem&&(r.minElevation=e.dem.min*this.exaggeration,r.maxElevation=e.dem.max*this.exaggeration),r}_getOverscaledTileIDFromLngLatZoom(t,r){const n=e.Z.fromLngLat(t.wrap()),i=(1<<r)*e.X,a=n.x*i,o=n.y*i,s=Math.floor(a/e.X),l=Math.floor(o/e.X);return{tileID:new e.S(r,0,r,s,l),mercatorX:a,mercatorY:o}}}class Ri{constructor(t,e,r){this._context=t,this._size=e,this._tileSize=r,this._objects=[],this._recentlyUsed=[],this._stamp=0}destruct(){for(const t of this._objects)t.texture.destroy(),t.fbo.destroy()}_createObject(t){const e=this._context.createFramebuffer(this._tileSize,this._tileSize,!0,!0),r=new w(this._context,{width:this._tileSize,height:this._tileSize,data:null},this._context.gl.RGBA);return r.bind(this._context.gl.LINEAR,this._context.gl.CLAMP_TO_EDGE),e.depthAttachment.set(this._context.createRenderbuffer(this._context.gl.DEPTH_STENCIL,this._tileSize,this._tileSize)),e.colorAttachment.set(r.texture),{id:t,fbo:e,texture:r,stamp:-1,inUse:!1}}getObjectForId(t){return this._objects[t]}useObject(t){t.inUse=!0,this._recentlyUsed=this._recentlyUsed.filter((e=>t.id!==e)),this._recentlyUsed.push(t.id)}stampObject(t){t.stamp=++this._stamp}getOrCreateFreeObject(){for(const t of this._recentlyUsed)if(!this._objects[t].inUse)return this._objects[t];if(this._objects.length>=this._size)throw new Error(\"No free RenderPool available, call freeAllObjects() required!\");const t=this._createObject(this._objects.length);return this._objects.push(t),t}freeObject(t){t.inUse=!1}freeAllObjects(){for(const t of this._objects)this.freeObject(t)}isFull(){return!(this._objects.length<this._size)&&!1===this._objects.some((t=>!t.inUse))}}const Fi={background:!0,fill:!0,line:!0,raster:!0,hillshade:!0};class Bi{constructor(t,e){this.painter=t,this.terrain=e,this.pool=new Ri(t.context,30,e.sourceCache.tileSize*e.qualityFactor)}destruct(){this.pool.destruct()}getTexture(t){return this.pool.getObjectForId(t.rtt[this._stacks.length-1].id).texture}prepareForRender(t,e){this._stacks=[],this._prevType=null,this._rttTiles=[],this._renderableTiles=this.terrain.sourceCache.getRenderableTiles(),this._renderableLayerIds=t._order.filter((r=>!t._layers[r].isHidden(e))),this._coordsDescendingInv={};for(const e in t.sourceCaches){this._coordsDescendingInv[e]={};const r=t.sourceCaches[e].getVisibleCoordinates();for(const t of r){const r=this.terrain.sourceCache.getTerrainCoords(t);for(const t in r)this._coordsDescendingInv[e][t]||(this._coordsDescendingInv[e][t]=[]),this._coordsDescendingInv[e][t].push(r[t])}}this._coordsDescendingInvStr={};for(const e of t._order){const r=t._layers[e],n=r.source;if(Fi[r.type]&&!this._coordsDescendingInvStr[n]){this._coordsDescendingInvStr[n]={};for(const t in this._coordsDescendingInv[n])this._coordsDescendingInvStr[n][t]=this._coordsDescendingInv[n][t].map((t=>t.key)).sort().join()}}for(const t of this._renderableTiles)for(const e in this._coordsDescendingInvStr){const r=this._coordsDescendingInvStr[e][t.tileID.key];r&&r!==t.rttCoords[e]&&(t.rtt=[])}}renderLayer(t){if(t.isHidden(this.painter.transform.zoom))return!1;const r=t.type,n=this.painter,i=this._renderableLayerIds[this._renderableLayerIds.length-1]===t.id;if(Fi[r]&&(this._prevType&&Fi[this._prevType]||this._stacks.push([]),this._prevType=r,this._stacks[this._stacks.length-1].push(t.id),!i))return!0;if(Fi[this._prevType]||Fi[r]&&i){this._prevType=r;const t=this._stacks.length-1,i=this._stacks[t]||[];for(const r of this._renderableTiles){if(this.pool.isFull()&&(bn(this.painter,this.terrain,this._rttTiles),this._rttTiles=[],this.pool.freeAllObjects()),this._rttTiles.push(r),r.rtt[t]){const e=this.pool.getObjectForId(r.rtt[t].id);if(e.stamp===r.rtt[t].stamp){this.pool.useObject(e);continue}}const a=this.pool.getOrCreateFreeObject();this.pool.useObject(a),this.pool.stampObject(a),r.rtt[t]={id:a.id,stamp:a.stamp},n.context.bindFramebuffer.set(a.fbo.framebuffer),n.context.clear({color:e.aN.transparent,stencil:0}),n.currentStencilSource=void 0;for(let t=0;t<i.length;t++){const e=n.style._layers[i[t]],o=e.source?this._coordsDescendingInv[e.source][r.tileID.key]:[r.tileID];n.context.viewport.set([0,0,a.fbo.width,a.fbo.height]),n._renderTileClippingMasks(e,o),n.renderLayer(n,n.style.sourceCaches[e.source],e,o),e.source&&(r.rttCoords[e.source]=this._coordsDescendingInvStr[e.source][r.tileID.key])}}return bn(this.painter,this.terrain,this._rttTiles),this._rttTiles=[],this.pool.freeAllObjects(),Fi[r]}return!1}}const Ni={\"AttributionControl.ToggleAttribution\":\"Toggle attribution\",\"AttributionControl.MapFeedback\":\"Map feedback\",\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"MapLibre logo\",\"Map.Title\":\"Map\",\"Marker.Title\":\"Map marker\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"Popup.Close\":\"Close popup\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\",\"TerrainControl.Enable\":\"Enable terrain\",\"TerrainControl.Disable\":\"Disable terrain\",\"CooperativeGesturesHandler.WindowsHelpText\":\"Use Ctrl + scroll to zoom the map\",\"CooperativeGesturesHandler.MacHelpText\":\"Use โ + scroll to zoom the map\",\"CooperativeGesturesHandler.MobileHelpText\":\"Use two fingers to move the map\"},ji=r,Ui={hash:!1,interactive:!0,bearingSnap:7,attributionControl:Ci,maplibreLogo:!1,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,refreshExpiredTiles:!0,scrollZoom:!0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,cooperativeGestures:!1,trackResize:!0,center:[0,0],zoom:0,bearing:0,pitch:0,renderWorldCopies:!0,maxTileCacheSize:null,maxTileCacheZoomLevels:e.a.MAX_TILE_CACHE_ZOOM_LEVELS,transformRequest:null,transformCameraUpdate:null,fadeDuration:300,crossSourceCollisions:!0,clickTolerance:3,localIdeographFontFamily:\"sans-serif\",pitchWithRotate:!0,validateStyle:!0,maxCanvasSize:[4096,4096],cancelPendingTileRequestsWhileZooming:!0};const Vi=t=>{t.touchstart=t.dragStart,t.touchmoveWindow=t.dragMove,t.touchend=t.dragEnd},qi={showCompass:!0,showZoom:!0,visualizePitch:!1};class Hi{constructor(t,r,n=!1){this.mousedown=t=>{this.startMouse(e.e({},t,{ctrlKey:!0,preventDefault:()=>t.preventDefault()}),o.mousePos(this.element,t)),o.addEventListener(window,\"mousemove\",this.mousemove),o.addEventListener(window,\"mouseup\",this.mouseup)},this.mousemove=t=>{this.moveMouse(t,o.mousePos(this.element,t))},this.mouseup=t=>{this.mouseRotate.dragEnd(t),this.mousePitch&&this.mousePitch.dragEnd(t),this.offTemp()},this.touchstart=t=>{1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=o.touchPos(this.element,t.targetTouches)[0],this.startTouch(t,this._startPos),o.addEventListener(window,\"touchmove\",this.touchmove,{passive:!1}),o.addEventListener(window,\"touchend\",this.touchend))},this.touchmove=t=>{1!==t.targetTouches.length?this.reset():(this._lastPos=o.touchPos(this.element,t.targetTouches)[0],this.moveTouch(t,this._lastPos))},this.touchend=t=>{0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),delete this._startPos,delete this._lastPos,this.offTemp()},this.reset=()=>{this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),this.touchRotate.reset(),this.touchPitch&&this.touchPitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()},this._clickTolerance=10;const i=t.dragRotate._mouseRotate.getClickTolerance(),a=t.dragRotate._mousePitch.getClickTolerance();this.element=r,this.mouseRotate=ei({clickTolerance:i,enable:!0}),this.touchRotate=(({enable:t,clickTolerance:e,bearingDegreesPerPixelMoved:r=.8})=>{const n=new Qn;return new $n({clickTolerance:e,move:(t,e)=>({bearingDelta:(e.x-t.x)*r}),moveStateManager:n,enable:t,assignEvents:Vi})})({clickTolerance:i,enable:!0}),this.map=t,n&&(this.mousePitch=ri({clickTolerance:a,enable:!0}),this.touchPitch=(({enable:t,clickTolerance:e,pitchDegreesPerPixelMoved:r=-.5})=>{const n=new Qn;return new $n({clickTolerance:e,move:(t,e)=>({pitchDelta:(e.y-t.y)*r}),moveStateManager:n,enable:t,assignEvents:Vi})})({clickTolerance:a,enable:!0})),o.addEventListener(r,\"mousedown\",this.mousedown),o.addEventListener(r,\"touchstart\",this.touchstart,{passive:!1}),o.addEventListener(r,\"touchcancel\",this.reset)}startMouse(t,e){this.mouseRotate.dragStart(t,e),this.mousePitch&&this.mousePitch.dragStart(t,e),o.disableDrag()}startTouch(t,e){this.touchRotate.dragStart(t,e),this.touchPitch&&this.touchPitch.dragStart(t,e),o.disableDrag()}moveMouse(t,e){const r=this.map,{bearingDelta:n}=this.mouseRotate.dragMove(t,e)||{};if(n&&r.setBearing(r.getBearing()+n),this.mousePitch){const{pitchDelta:n}=this.mousePitch.dragMove(t,e)||{};n&&r.setPitch(r.getPitch()+n)}}moveTouch(t,e){const r=this.map,{bearingDelta:n}=this.touchRotate.dragMove(t,e)||{};if(n&&r.setBearing(r.getBearing()+n),this.touchPitch){const{pitchDelta:n}=this.touchPitch.dragMove(t,e)||{};n&&r.setPitch(r.getPitch()+n)}}off(){const t=this.element;o.removeEventListener(t,\"mousedown\",this.mousedown),o.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),o.removeEventListener(window,\"touchmove\",this.touchmove,{passive:!1}),o.removeEventListener(window,\"touchend\",this.touchend),o.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()}offTemp(){o.enableDrag(),o.removeEventListener(window,\"mousemove\",this.mousemove),o.removeEventListener(window,\"mouseup\",this.mouseup),o.removeEventListener(window,\"touchmove\",this.touchmove,{passive:!1}),o.removeEventListener(window,\"touchend\",this.touchend)}}let Gi;function Zi(t,r,n){const i=new e.N(t.lng,t.lat);if(t=new e.N(t.lng,t.lat),r){const i=new e.N(t.lng-360,t.lat),a=new e.N(t.lng+360,t.lat),o=n.locationPoint(t).distSqr(r);n.locationPoint(i).distSqr(r)<o?t=i:n.locationPoint(a).distSqr(r)<o&&(t=a)}for(;Math.abs(t.lng-n.center.lng)>180;){const e=n.locationPoint(t);if(e.x>=0&&e.y>=0&&e.x<=n.width&&e.y<=n.height)break;t.lng>n.center.lng?t.lng-=360:t.lng+=360}return t.lng!==i.lng&&n.locationPoint(t).y>n.height/2-n.getHorizon()?t:i}const Wi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Yi(t,e,r){const n=t.classList;for(const t in Wi)n.remove(`maplibregl-${r}-anchor-${t}`);n.add(`maplibregl-${r}-anchor-${e}`)}class Xi extends e.E{constructor(t){if(super(),this._onKeyPress=t=>{const e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},this._onMapClick=t=>{const e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},this._update=t=>{var e;if(!this._map)return;const r=this._map.loaded()&&!this._map.isMoving();(\"terrain\"===(null==t?void 0:t.type)||\"render\"===(null==t?void 0:t.type)&&!r)&&this._map.once(\"render\",this._update),this._map.transform.renderWorldCopies?this._lngLat=Zi(this._lngLat,this._flatPos,this._map.transform):this._lngLat=null===(e=this._lngLat)||void 0===e?void 0:e.wrap(),this._flatPos=this._pos=this._map.project(this._lngLat)._add(this._offset),this._map.terrain&&(this._flatPos=this._map.transform.locationPoint(this._lngLat)._add(this._offset));let n=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?n=`rotateZ(${this._rotation}deg)`:\"map\"===this._rotationAlignment&&(n=`rotateZ(${this._rotation-this._map.getBearing()}deg)`);let i=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?i=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(i=`rotateX(${this._map.getPitch()}deg)`),this._subpixelPositioning||t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),o.setTransform(this._element,`${Wi[this._anchor]} translate(${this._pos.x}px, ${this._pos.y}px) ${i} ${n}`),a.frameAsync(new AbortController).then((()=>{this._updateOpacity(t&&\"moveend\"===t.type)})).catch((()=>{}))},this._onMove=t=>{if(!this._isDragging){const e=this._clickTolerance||this._map._clickTolerance;this._isDragging=t.point.dist(this._pointerdownPos)>=e}this._isDragging&&(this._pos=t.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new e.k(\"dragstart\"))),this.fire(new e.k(\"drag\")))},this._onUp=()=>{this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._pointerdownPos=null,this._isDragging=!1,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new e.k(\"dragend\")),this._state=\"inactive\"},this._addDragHandler=t=>{this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._pointerdownPos=t.point,this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},this._anchor=t&&t.anchor||\"center\",this._color=t&&t.color||\"#3FB1CE\",this._scale=t&&t.scale||1,this._draggable=t&&t.draggable||!1,this._clickTolerance=t&&t.clickTolerance||0,this._subpixelPositioning=t&&t.subpixelPositioning||!1,this._isDragging=!1,this._state=\"inactive\",this._rotation=t&&t.rotation||0,this._rotationAlignment=t&&t.rotationAlignment||\"auto\",this._pitchAlignment=t&&t.pitchAlignment&&\"auto\"!==t.pitchAlignment?t.pitchAlignment:this._rotationAlignment,this.setOpacity(),this.setOpacity(null==t?void 0:t.opacity,null==t?void 0:t.opacityWhenCovered),t&&t.element)this._element=t.element,this._offset=e.P.convert(t&&t.offset||[0,0]);else{this._defaultMarker=!0,this._element=o.create(\"div\");const r=o.createNS(\"http://www.w3.org/2000/svg\",\"svg\"),n=41,i=27;r.setAttributeNS(null,\"display\",\"block\"),r.setAttributeNS(null,\"height\",`${n}px`),r.setAttributeNS(null,\"width\",`${i}px`),r.setAttributeNS(null,\"viewBox\",`0 0 ${i} ${n}`);const a=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");a.setAttributeNS(null,\"stroke\",\"none\"),a.setAttributeNS(null,\"stroke-width\",\"1\"),a.setAttributeNS(null,\"fill\",\"none\"),a.setAttributeNS(null,\"fill-rule\",\"evenodd\");const s=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"fill-rule\",\"nonzero\");const l=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),l.setAttributeNS(null,\"fill\",\"#000000\");const c=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];for(const t of c){const e=o.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");e.setAttributeNS(null,\"opacity\",\"0.04\"),e.setAttributeNS(null,\"cx\",\"10.5\"),e.setAttributeNS(null,\"cy\",\"5.80029008\"),e.setAttributeNS(null,\"rx\",t.rx),e.setAttributeNS(null,\"ry\",t.ry),l.appendChild(e)}const u=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");u.setAttributeNS(null,\"fill\",this._color);const h=o.createNS(\"http://www.w3.org/2000/svg\",\"path\");h.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),u.appendChild(h);const f=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");f.setAttributeNS(null,\"opacity\",\"0.25\"),f.setAttributeNS(null,\"fill\",\"#000000\");const p=o.createNS(\"http://www.w3.org/2000/svg\",\"path\");p.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),f.appendChild(p);const d=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),d.setAttributeNS(null,\"fill\",\"#FFFFFF\");const m=o.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");const g=o.createNS(\"http://www.w3.org/2000/svg\",\"circle\");g.setAttributeNS(null,\"fill\",\"#000000\"),g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"cx\",\"5.5\"),g.setAttributeNS(null,\"cy\",\"5.5\"),g.setAttributeNS(null,\"r\",\"5.4999962\");const y=o.createNS(\"http://www.w3.org/2000/svg\",\"circle\");y.setAttributeNS(null,\"fill\",\"#FFFFFF\"),y.setAttributeNS(null,\"cx\",\"5.5\"),y.setAttributeNS(null,\"cy\",\"5.5\"),y.setAttributeNS(null,\"r\",\"5.4999962\"),m.appendChild(g),m.appendChild(y),s.appendChild(l),s.appendChild(u),s.appendChild(f),s.appendChild(d),s.appendChild(m),r.appendChild(s),r.setAttributeNS(null,\"height\",n*this._scale+\"px\"),r.setAttributeNS(null,\"width\",i*this._scale+\"px\"),this._element.appendChild(r),this._offset=e.P.convert(t&&t.offset||[0,-14])}if(this._element.classList.add(\"maplibregl-marker\"),this._element.addEventListener(\"dragstart\",(t=>{t.preventDefault()})),this._element.addEventListener(\"mousedown\",(t=>{t.preventDefault()})),Yi(this._element,this._anchor,\"marker\"),t&&t.className)for(const e of t.className.split(\" \"))this._element.classList.add(e);this._popup=null}addTo(t){return this.remove(),this._map=t,this._element.setAttribute(\"aria-label\",t._getUIString(\"Marker.Title\")),t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),t.on(\"terrain\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this}remove(){return this._opacityTimeout&&(clearTimeout(this._opacityTimeout),delete this._opacityTimeout),this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"terrain\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),o.remove(this._element),this._popup&&this._popup.remove(),this}getLngLat(){return this._lngLat}setLngLat(t){return this._lngLat=e.N.convert(t),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this}getElement(){return this._element}setPopup(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){const e=38.1,r=13.5,n=Math.abs(r)/Math.SQRT2;t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-e],\"bottom-left\":[n,-1*(e-r+n)],\"bottom-right\":[-n,-1*(e-r+n)],left:[r,-1*(e-r)],right:[-r,-1*(e-r)]}:this._offset}this._popup=t,this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this}setSubpixelPositioning(t){return this._subpixelPositioning=t,this}getPopup(){return this._popup}togglePopup(){const t=this._popup;return this._element.style.opacity===this._opacityWhenCovered?this:t?(t.isOpen()?t.remove():(t.setLngLat(this._lngLat),t.addTo(this._map)),this):this}_updateOpacity(t=!1){var r,n;if(!(null===(r=this._map)||void 0===r?void 0:r.terrain))return void(this._element.style.opacity!==this._opacity&&(this._element.style.opacity=this._opacity));if(t)this._opacityTimeout=null;else{if(this._opacityTimeout)return;this._opacityTimeout=setTimeout((()=>{this._opacityTimeout=null}),100)}const i=this._map,a=i.terrain.depthAtPoint(this._pos),o=i.terrain.getElevationForLngLatZoom(this._lngLat,i.transform.tileZoom);if(i.transform.lngLatToCameraDepth(this._lngLat,o)-a<.006)return void(this._element.style.opacity=this._opacity);const s=-this._offset.y/i.transform._pixelPerMeter,l=Math.sin(i.getPitch()*Math.PI/180)*s,c=i.terrain.depthAtPoint(new e.P(this._pos.x,this._pos.y-this._offset.y)),u=i.transform.lngLatToCameraDepth(this._lngLat,o+l)-c>.006;(null===(n=this._popup)||void 0===n?void 0:n.isOpen())&&u&&this._popup.remove(),this._element.style.opacity=u?this._opacityWhenCovered:this._opacity}getOffset(){return this._offset}setOffset(t){return this._offset=e.P.convert(t),this._update(),this}addClassName(t){this._element.classList.add(t)}removeClassName(t){this._element.classList.remove(t)}toggleClassName(t){return this._element.classList.toggle(t)}setDraggable(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this}isDraggable(){return this._draggable}setRotation(t){return this._rotation=t||0,this._update(),this}getRotation(){return this._rotation}setRotationAlignment(t){return this._rotationAlignment=t||\"auto\",this._update(),this}getRotationAlignment(){return this._rotationAlignment}setPitchAlignment(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this}getPitchAlignment(){return this._pitchAlignment}setOpacity(t,e){return void 0===t&&void 0===e&&(this._opacity=\"1\",this._opacityWhenCovered=\"0.2\"),void 0!==t&&(this._opacity=t),void 0!==e&&(this._opacityWhenCovered=e),this._map&&this._updateOpacity(!0),this}}const $i={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};let Ji=0,Ki=!1;class Qi extends e.E{constructor(t){super(),this._onSuccess=t=>{if(this._map){if(this._isOutOfMapMaxBounds(t))return this._setErrorState(),this.fire(new e.k(\"outofmaxbounds\",t)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=t,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-background\");break;default:throw new Error(`Unexpected watchState ${this._watchState}`)}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(t),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(t),this.options.showUserLocation&&this._dotElement.classList.remove(\"maplibregl-user-location-dot-stale\"),this.fire(new e.k(\"geolocate\",t)),this._finish()}},this._updateCamera=t=>{const r=new e.N(t.coords.longitude,t.coords.latitude),n=t.coords.accuracy,i=this._map.getBearing(),a=e.e({bearing:i},this.options.fitBoundsOptions),o=X.fromLngLat(r,n);this._map.fitBounds(o,a,{geolocateSource:!0})},this._updateMarker=t=>{if(t){const r=new e.N(t.coords.longitude,t.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=t.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},this._onZoom=()=>{this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},this._onError=t=>{if(this._map){if(this.options.trackUserLocation)if(1===t.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;const t=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=t,this._geolocateButton.setAttribute(\"aria-label\",t),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===t.code&&Ki)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"maplibregl-user-location-dot-stale\"),this.fire(new e.k(\"error\",t)),this._finish()}},this._finish=()=>{this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},this._setupUI=()=>{this._map&&(this._container.addEventListener(\"contextmenu\",(t=>t.preventDefault())),this._geolocateButton=o.create(\"button\",\"maplibregl-ctrl-geolocate\",this._container),o.create(\"span\",\"maplibregl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",\"true\"),this._geolocateButton.type=\"button\",this._geolocateButton.disabled=!0)},this._finishSetupUI=t=>{if(this._map){if(!1===t){e.w(\"Geolocation support is not available so the GeolocateControl will be disabled.\");const t=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=t,this._geolocateButton.setAttribute(\"aria-label\",t)}else{const t=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.disabled=!1,this._geolocateButton.title=t,this._geolocateButton.setAttribute(\"aria-label\",t)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=o.create(\"div\",\"maplibregl-user-location-dot\"),this._userLocationDotMarker=new Xi({element:this._dotElement}),this._circleElement=o.create(\"div\",\"maplibregl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Xi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",(()=>this.trigger())),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(t=>{const r=t.originalEvent&&\"resize\"===t.originalEvent.type;t.geolocateSource||\"ACTIVE_LOCK\"!==this._watchState||r||(this._watchState=\"BACKGROUND\",this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active\"),this.fire(new e.k(\"trackuserlocationend\")),this.fire(new e.k(\"userlocationlostfocus\")))}))}},this.options=e.e({},$i,t)}onAdd(t){return this._map=t,this._container=o.create(\"div\",\"maplibregl-ctrl maplibregl-ctrl-group\"),this._setupUI(),function(){return e._(this,arguments,void 0,(function*(t=!1){if(void 0!==Gi&&!t)return Gi;if(void 0===window.navigator.permissions)return Gi=!!window.navigator.geolocation,Gi;try{const t=yield window.navigator.permissions.query({name:\"geolocation\"});Gi=\"denied\"!==t.state}catch(t){Gi=!!window.navigator.geolocation}return Gi}))}().then((t=>this._finishSetupUI(t))),this._container}onRemove(){void 0!==this._geolocationWatchID&&(window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),o.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ji=0,Ki=!1}_isOutOfMapMaxBounds(t){const e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())}_setErrorState(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-waiting\");break;case\"ACTIVE_ERROR\":break;default:throw new Error(`Unexpected watchState ${this._watchState}`)}}_updateCircleRadius(){const t=this._map.getBounds(),e=t.getSouthEast(),r=t.getNorthEast(),n=e.distanceTo(r),i=this._map._container.clientHeight,a=Math.ceil(this._accuracy/(n/i)*2);this._circleElement.style.width=`${a}px`,this._circleElement.style.height=`${a}px`}trigger(){if(!this._setup)return e.w(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new e.k(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ji--,Ki=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background-error\"),this.fire(new e.k(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new e.k(\"trackuserlocationstart\")),this.fire(new e.k(\"userlocationfocus\"));break;default:throw new Error(`Unexpected watchState ${this._watchState}`)}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-active\");break;case\"OFF\":break;default:throw new Error(`Unexpected watchState ${this._watchState}`)}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){let t;this._geolocateButton.classList.add(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),Ji++,Ji>1?(t={maximumAge:6e5,timeout:0},Ki=!0):(t=this.options.positionOptions,Ki=!1),this._geolocationWatchID=window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,t)}}else window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0}_clearWatch(){window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"maplibregl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)}}const ta={maxWidth:100,unit:\"metric\"};function ea(t,e,r){const n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){const r=3.2808*s;r>5280?ra(e,n,r/5280,t._getUIString(\"ScaleControl.Miles\")):ra(e,n,r,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?ra(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?ra(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):ra(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function ra(t,e,r,n){const i=function(t){const e=Math.pow(10,`${Math.floor(t)}`.length-1);let r=t/e;return r=r>=10?10:r>=5?5:r>=3?3:r>=2?2:r>=1?1:function(t){const e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(r),e*r}(r),a=i/r;t.style.width=e*a+\"px\",t.innerHTML=`${i} ${n}`}class na extends e.E{constructor(t={}){super(),this._onFullscreenChange=()=>{var t;let e=window.document.fullscreenElement||window.document.mozFullScreenElement||window.document.webkitFullscreenElement||window.document.msFullscreenElement;for(;null===(t=null==e?void 0:e.shadowRoot)||void 0===t?void 0:t.fullscreenElement;)e=e.shadowRoot.fullscreenElement;e===this._container!==this._fullscreen&&this._handleFullscreenChange()},this._onClickFullscreen=()=>{this._isFullscreen()?this._exitFullscreen():this._requestFullscreen()},this._fullscreen=!1,t&&t.container&&(t.container instanceof HTMLElement?this._container=t.container:e.w(\"Full screen control 'container' must be a DOM element.\")),\"onfullscreenchange\"in document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in document&&(this._fullscreenchange=\"MSFullscreenChange\")}onAdd(t){return this._map=t,this._container||(this._container=this._map.getContainer()),this._controlContainer=o.create(\"div\",\"maplibregl-ctrl maplibregl-ctrl-group\"),this._setupUI(),this._controlContainer}onRemove(){o.remove(this._controlContainer),this._map=null,window.document.removeEventListener(this._fullscreenchange,this._onFullscreenChange)}_setupUI(){const t=this._fullscreenButton=o.create(\"button\",\"maplibregl-ctrl-fullscreen\",this._controlContainer);o.create(\"span\",\"maplibregl-ctrl-icon\",t).setAttribute(\"aria-hidden\",\"true\"),t.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),window.document.addEventListener(this._fullscreenchange,this._onFullscreenChange)}_updateTitle(){const t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t}_getTitle(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")}_isFullscreen(){return this._fullscreen}_handleFullscreenChange(){this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"maplibregl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"maplibregl-ctrl-fullscreen\"),this._updateTitle(),this._fullscreen?(this.fire(new e.k(\"fullscreenstart\")),this._prevCooperativeGesturesEnabled=this._map.cooperativeGestures.isEnabled(),this._map.cooperativeGestures.disable()):(this.fire(new e.k(\"fullscreenend\")),this._prevCooperativeGesturesEnabled&&this._map.cooperativeGestures.enable())}_exitFullscreen(){window.document.exitFullscreen?window.document.exitFullscreen():window.document.mozCancelFullScreen?window.document.mozCancelFullScreen():window.document.msExitFullscreen?window.document.msExitFullscreen():window.document.webkitCancelFullScreen?window.document.webkitCancelFullScreen():this._togglePseudoFullScreen()}_requestFullscreen(){this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen?this._container.webkitRequestFullscreen():this._togglePseudoFullScreen()}_togglePseudoFullScreen(){this._container.classList.toggle(\"maplibregl-pseudo-fullscreen\"),this._handleFullscreenChange(),this._map.resize()}}const ia={closeButton:!0,closeOnClick:!0,focusAfterOpen:!0,className:\"\",maxWidth:\"240px\",subpixelPositioning:!1},aa=[\"a[href]\",\"[tabindex]:not([tabindex='-1'])\",\"[contenteditable]:not([contenteditable='false'])\",\"button:not([disabled])\",\"input:not([disabled])\",\"select:not([disabled])\",\"textarea:not([disabled])\"].join(\", \");class oa extends e.E{constructor(t){super(),this.remove=()=>(this._content&&o.remove(this._content),this._container&&(o.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),this._map._canvasContainer.classList.remove(\"maplibregl-track-pointer\"),delete this._map,this.fire(new e.k(\"close\"))),this),this._onMouseUp=t=>{this._update(t.point)},this._onMouseMove=t=>{this._update(t.point)},this._onDrag=t=>{this._update(t.point)},this._update=t=>{var e;const r=this._lngLat||this._trackPointer;if(!this._map||!r||!this._content)return;if(!this._container){if(this._container=o.create(\"div\",\"maplibregl-popup\",this._map.getContainer()),this._tip=o.create(\"div\",\"maplibregl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className)for(const t of this.options.className.split(\" \"))this._container.classList.add(t);this._closeButton&&this._closeButton.setAttribute(\"aria-label\",this._map._getUIString(\"Popup.Close\")),this._trackPointer&&this._container.classList.add(\"maplibregl-popup-track-pointer\")}if(this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer?this._lngLat=Zi(this._lngLat,this._flatPos,this._map.transform):this._lngLat=null===(e=this._lngLat)||void 0===e?void 0:e.wrap(),this._trackPointer&&!t)return;const n=this._flatPos=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat);this._map.terrain&&(this._flatPos=this._trackPointer&&t?t:this._map.transform.locationPoint(this._lngLat));let i=this.options.anchor;const a=sa(this.options.offset);if(!i){const t=this._container.offsetWidth,e=this._container.offsetHeight;let r;r=n.y+a.bottom.y<e?[\"top\"]:n.y>this._map.transform.height-e?[\"bottom\"]:[],n.x<t/2?r.push(\"left\"):n.x>this._map.transform.width-t/2&&r.push(\"right\"),i=0===r.length?\"bottom\":r.join(\"-\")}let s=n.add(a[i]);this.options.subpixelPositioning||(s=s.round()),o.setTransform(this._container,`${Wi[i]} translate(${s.x}px,${s.y}px)`),Yi(this._container,i,\"popup\")},this._onClose=()=>{this.remove()},this.options=e.e(Object.create(ia),t)}addTo(t){return this._map&&this.remove(),this._map=t,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._focusFirstElement(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"maplibregl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"maplibregl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new e.k(\"open\")),this}isOpen(){return!!this._map}getLngLat(){return this._lngLat}setLngLat(t){return this._lngLat=e.N.convert(t),this._pos=null,this._flatPos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"maplibregl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"maplibregl-track-pointer\")),this}trackPointer(){return this._trackPointer=!0,this._pos=null,this._flatPos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"maplibregl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"maplibregl-track-pointer\")),this}getElement(){return this._container}setText(t){return this.setDOMContent(document.createTextNode(t))}setHTML(t){const e=document.createDocumentFragment(),r=document.createElement(\"body\");let n;for(r.innerHTML=t;n=r.firstChild,n;)e.appendChild(n);return this.setDOMContent(e)}getMaxWidth(){var t;return null===(t=this._container)||void 0===t?void 0:t.style.maxWidth}setMaxWidth(t){return this.options.maxWidth=t,this._update(),this}setDOMContent(t){if(this._content)for(;this._content.hasChildNodes();)this._content.firstChild&&this._content.removeChild(this._content.firstChild);else this._content=o.create(\"div\",\"maplibregl-popup-content\",this._container);return this._content.appendChild(t),this._createCloseButton(),this._update(),this._focusFirstElement(),this}addClassName(t){return this._container&&this._container.classList.add(t),this}removeClassName(t){return this._container&&this._container.classList.remove(t),this}setOffset(t){return this.options.offset=t,this._update(),this}toggleClassName(t){if(this._container)return this._container.classList.toggle(t)}setSubpixelPositioning(t){this.options.subpixelPositioning=t}_createCloseButton(){this.options.closeButton&&(this._closeButton=o.create(\"button\",\"maplibregl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.innerHTML=\"×\",this._closeButton.addEventListener(\"click\",this._onClose))}_focusFirstElement(){if(!this.options.focusAfterOpen||!this._container)return;const t=this._container.querySelector(aa);t&&t.focus()}}function sa(t){if(t){if(\"number\"==typeof t){const r=Math.round(Math.abs(t)/Math.SQRT2);return{center:new e.P(0,0),top:new e.P(0,t),\"top-left\":new e.P(r,r),\"top-right\":new e.P(-r,r),bottom:new e.P(0,-t),\"bottom-left\":new e.P(r,-r),\"bottom-right\":new e.P(-r,-r),left:new e.P(t,0),right:new e.P(-t,0)}}if(t instanceof e.P||Array.isArray(t)){const r=e.P.convert(t);return{center:r,top:r,\"top-left\":r,\"top-right\":r,bottom:r,\"bottom-left\":r,\"bottom-right\":r,left:r,right:r}}return{center:e.P.convert(t.center||[0,0]),top:e.P.convert(t.top||[0,0]),\"top-left\":e.P.convert(t[\"top-left\"]||[0,0]),\"top-right\":e.P.convert(t[\"top-right\"]||[0,0]),bottom:e.P.convert(t.bottom||[0,0]),\"bottom-left\":e.P.convert(t[\"bottom-left\"]||[0,0]),\"bottom-right\":e.P.convert(t[\"bottom-right\"]||[0,0]),left:e.P.convert(t.left||[0,0]),right:e.P.convert(t.right||[0,0])}}return sa(new e.P(0,0))}const la=r;t.AJAXError=e.bg,t.Evented=e.E,t.LngLat=e.N,t.MercatorCoordinate=e.Z,t.Point=e.P,t.addProtocol=e.bh,t.config=e.a,t.removeProtocol=e.bi,t.AttributionControl=Li,t.BoxZoomHandler=Gn,t.CanvasSource=it,t.CooperativeGesturesHandler=Ti,t.DoubleClickZoomHandler=yi,t.DragPanHandler=_i,t.DragRotateHandler=bi,t.EdgeInsets=Mn,t.FullscreenControl=na,t.GeoJSONSource=tt,t.GeolocateControl=Qi,t.Hash=Ln,t.ImageSource=rt,t.KeyboardHandler=pi,t.LngLatBounds=X,t.LogoControl=Ii,t.Map=class extends Ei{constructor(t){e.be.mark(e.bf.create);const r=Object.assign(Object.assign({},Ui),t);if(null!=r.minZoom&&null!=r.maxZoom&&r.minZoom>r.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=r.minPitch&&null!=r.maxPitch&&r.minPitch>r.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=r.minPitch&&r.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=r.maxPitch&&r.maxPitch>85)throw new Error(\"maxPitch must be less than or equal to 85\");if(super(new En(r.minZoom,r.maxZoom,r.minPitch,r.maxPitch,r.renderWorldCopies),{bearingSnap:r.bearingSnap}),this._idleTriggered=!1,this._crossFadingFactor=1,this._renderTaskQueue=new Pi,this._controls=[],this._mapId=e.a4(),this._contextLost=t=>{t.preventDefault(),this._frameRequest&&(this._frameRequest.abort(),this._frameRequest=null),this.fire(new e.k(\"webglcontextlost\",{originalEvent:t}))},this._contextRestored=t=>{this._setupPainter(),this.resize(),this._update(),this.fire(new e.k(\"webglcontextrestored\",{originalEvent:t}))},this._onMapScroll=t=>{if(t.target===this._container)return this._container.scrollTop=0,this._container.scrollLeft=0,!1},this._onWindowOnline=()=>{this._update()},this._interactive=r.interactive,this._maxTileCacheSize=r.maxTileCacheSize,this._maxTileCacheZoomLevels=r.maxTileCacheZoomLevels,this._failIfMajorPerformanceCaveat=!0===r.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=!0===r.preserveDrawingBuffer,this._antialias=!0===r.antialias,this._trackResize=!0===r.trackResize,this._bearingSnap=r.bearingSnap,this._refreshExpiredTiles=!0===r.refreshExpiredTiles,this._fadeDuration=r.fadeDuration,this._crossSourceCollisions=!0===r.crossSourceCollisions,this._collectResourceTiming=!0===r.collectResourceTiming,this._locale=Object.assign(Object.assign({},Ni),r.locale),this._clickTolerance=r.clickTolerance,this._overridePixelRatio=r.pixelRatio,this._maxCanvasSize=r.maxCanvasSize,this.transformCameraUpdate=r.transformCameraUpdate,this.cancelPendingTileRequestsWhileZooming=!0===r.cancelPendingTileRequestsWhileZooming,this._imageQueueHandle=p.addThrottleControl((()=>this.isMoving())),this._requestManager=new d(r.transformRequest),\"string\"==typeof r.container){if(this._container=document.getElementById(r.container),!this._container)throw new Error(`Container '${r.container}' not found.`)}else{if(!(r.container instanceof HTMLElement))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=r.container}if(r.maxBounds&&this.setMaxBounds(r.maxBounds),this._setupContainer(),this._setupPainter(),this.on(\"move\",(()=>this._update(!1))).on(\"moveend\",(()=>this._update(!1))).on(\"zoom\",(()=>this._update(!0))).on(\"terrain\",(()=>{this.painter.terrainFacilitator.dirty=!0,this._update(!0)})).once(\"idle\",(()=>{this._idleTriggered=!0})),\"undefined\"!=typeof window){addEventListener(\"online\",this._onWindowOnline,!1);let t=!1;const e=Cn((t=>{this._trackResize&&!this._removed&&this.resize(t)._update()}),50);this._resizeObserver=new ResizeObserver((r=>{t?e(r):t=!0})),this._resizeObserver.observe(this._container)}this.handlers=new Si(this,r);const n=\"string\"==typeof r.hash&&r.hash||void 0;this._hash=r.hash&&new Ln(n).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:r.center,zoom:r.zoom,bearing:r.bearing,pitch:r.pitch}),r.bounds&&(this.resize(),this.fitBounds(r.bounds,e.e({},r.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=r.localIdeographFontFamily,this._validateStyle=r.validateStyle,r.style&&this.setStyle(r.style,{localIdeographFontFamily:r.localIdeographFontFamily}),r.attributionControl&&this.addControl(new Li(\"boolean\"==typeof r.attributionControl?void 0:r.attributionControl)),r.maplibreLogo&&this.addControl(new Ii,r.logoPosition),this.on(\"style.load\",(()=>{this.transform.unmodified&&this.jumpTo(this.style.stylesheet)})),this.on(\"data\",(t=>{this._update(\"style\"===t.dataType),this.fire(new e.k(`${t.dataType}data`,t))})),this.on(\"dataloading\",(t=>{this.fire(new e.k(`${t.dataType}dataloading`,t))})),this.on(\"dataabort\",(t=>{this.fire(new e.k(\"sourcedataabort\",t))}))}_getMapId(){return this._mapId}addControl(t,r){if(void 0===r&&(r=t.getDefaultPosition?t.getDefaultPosition():\"top-right\"),!t||!t.onAdd)return this.fire(new e.j(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));const n=t.onAdd(this);this._controls.push(t);const i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this}removeControl(t){if(!t||!t.onRemove)return this.fire(new e.j(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));const r=this._controls.indexOf(t);return r>-1&&this._controls.splice(r,1),t.onRemove(this),this}hasControl(t){return this._controls.indexOf(t)>-1}calculateCameraOptionsFromTo(t,e,r,n){return null==n&&this.terrain&&(n=this.terrain.getElevationForLngLatZoom(r,this.transform.tileZoom)),super.calculateCameraOptionsFromTo(t,e,r,n)}resize(t){var r;const n=this._containerDimensions(),i=n[0],a=n[1],o=this._getClampedPixelRatio(i,a);if(this._resizeCanvas(i,a,o),this.painter.resize(i,a,o),this.painter.overLimit()){const t=this.painter.context.gl;this._maxCanvasSize=[t.drawingBufferWidth,t.drawingBufferHeight];const e=this._getClampedPixelRatio(i,a);this._resizeCanvas(i,a,e),this.painter.resize(i,a,e)}this.transform.resize(i,a),null===(r=this._requestedCameraState)||void 0===r||r.resize(i,a);const s=!this._moving;return s&&(this.stop(),this.fire(new e.k(\"movestart\",t)).fire(new e.k(\"move\",t))),this.fire(new e.k(\"resize\",t)),s&&this.fire(new e.k(\"moveend\",t)),this}_getClampedPixelRatio(t,e){const{0:r,1:n}=this._maxCanvasSize,i=this.getPixelRatio(),a=t*i,o=e*i,s=a>r?r/a:1,l=o>n?n/o:1;return Math.min(s,l)*i}getPixelRatio(){var t;return null!==(t=this._overridePixelRatio)&&void 0!==t?t:devicePixelRatio}setPixelRatio(t){this._overridePixelRatio=t,this.resize()}getBounds(){return this.transform.getBounds()}getMaxBounds(){return this.transform.getMaxBounds()}setMaxBounds(t){return this.transform.setMaxBounds(X.convert(t)),this._update()}setMinZoom(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")}getMinZoom(){return this.transform.minZoom}setMaxZoom(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")}getMaxZoom(){return this.transform.maxZoom}setMinPitch(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")}getMinPitch(){return this.transform.minPitch}setMaxPitch(t){if((t=null==t?60:t)>85)throw new Error(\"maxPitch must be less than or equal to 85\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")}getMaxPitch(){return this.transform.maxPitch}getRenderWorldCopies(){return this.transform.renderWorldCopies}setRenderWorldCopies(t){return this.transform.renderWorldCopies=t,this._update()}project(t){return this.transform.locationPoint(e.N.convert(t),this.style&&this.terrain)}unproject(t){return this.transform.pointLocation(e.P.convert(t),this.terrain)}isMoving(){var t;return this._moving||(null===(t=this.handlers)||void 0===t?void 0:t.isMoving())}isZooming(){var t;return this._zooming||(null===(t=this.handlers)||void 0===t?void 0:t.isZooming())}isRotating(){var t;return this._rotating||(null===(t=this.handlers)||void 0===t?void 0:t.isRotating())}_createDelegatedListener(t,e,r){if(\"mouseenter\"===t||\"mouseover\"===t){let n=!1;const i=i=>{const a=this.getLayer(e)?this.queryRenderedFeatures(i.point,{layers:[e]}):[];a.length?n||(n=!0,r.call(this,new Nn(t,this,i.originalEvent,{features:a}))):n=!1};return{layer:e,listener:r,delegates:{mousemove:i,mouseout:()=>{n=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){let n=!1;const i=i=>{(this.getLayer(e)?this.queryRenderedFeatures(i.point,{layers:[e]}):[]).length?n=!0:n&&(n=!1,r.call(this,new Nn(t,this,i.originalEvent)))},a=e=>{n&&(n=!1,r.call(this,new Nn(t,this,e.originalEvent)))};return{layer:e,listener:r,delegates:{mousemove:i,mouseout:a}}}{const n=t=>{const n=this.getLayer(e)?this.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(this,t),delete t.features)};return{layer:e,listener:r,delegates:{[t]:n}}}}on(t,e,r){if(void 0===r)return super.on(t,e);const n=this._createDelegatedListener(t,e,r);this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(n);for(const t in n.delegates)this.on(t,n.delegates[t]);return this}once(t,e,r){if(void 0===r)return super.once(t,e);const n=this._createDelegatedListener(t,e,r);for(const t in n.delegates)this.once(t,n.delegates[t]);return this}off(t,e,r){if(void 0===r)return super.off(t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&(n=>{const i=n[t];for(let t=0;t<i.length;t++){const n=i[t];if(n.layer===e&&n.listener===r){for(const t in n.delegates)this.off(t,n.delegates[t]);return i.splice(t,1),this}}})(this._delegatedListeners),this}queryRenderedFeatures(t,r){if(!this.style)return[];let n;const i=t instanceof e.P||Array.isArray(t),a=i?t:[[0,0],[this.transform.width,this.transform.height]];if(r=r||(i?{}:t)||{},a instanceof e.P||\"number\"==typeof a[0])n=[e.P.convert(a)];else{const t=e.P.convert(a[0]),r=e.P.convert(a[1]);n=[t,new e.P(r.x,t.y),r,new e.P(t.x,r.y),t]}return this.style.queryRenderedFeatures(n,r,this.transform)}querySourceFeatures(t,e){return this.style.querySourceFeatures(t,e)}setStyle(t,r){return!1!==(r=e.e({},{localIdeographFontFamily:this._localIdeographFontFamily,validate:this._validateStyle},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&t?(this._diffStyle(t,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(t,r))}setTransformRequest(t){return this._requestManager.setTransformRequest(t),this}_getUIString(t){const e=this._locale[t];if(null==e)throw new Error(`Missing UI string '${t}'`);return e}_updateStyle(t,e){if(e.transformStyle&&this.style&&!this.style._loaded)return void this.style.once(\"style.load\",(()=>this._updateStyle(t,e)));const r=this.style&&e.transformStyle?this.style.serialize():void 0;return this.style&&(this.style.setEventedParent(null),this.style._remove(!t)),t?(this.style=new de(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t,e,r):this.style.loadJSON(t,e,r),this):(delete this.style,this)}_lazyInitEmptyStyle(){this.style||(this.style=new de(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())}_diffStyle(t,r){if(\"string\"==typeof t){const n=t,i=this._requestManager.transformRequest(n,\"Style\");e.h(i,new AbortController).then((t=>{this._updateDiff(t.data,r)})).catch((t=>{t&&this.fire(new e.j(t))}))}else\"object\"==typeof t&&this._updateDiff(t,r)}_updateDiff(t,r){try{this.style.setState(t,r)&&this._update(!0)}catch(n){e.w(`Unable to perform style diff: ${n.message||n.error||n}. Rebuilding the style from scratch.`),this._updateStyle(t,r)}}getStyle(){if(this.style)return this.style.serialize()}isStyleLoaded(){return this.style?this.style.loaded():e.w(\"There is no style added to the map.\")}addSource(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)}isSourceLoaded(t){const r=this.style&&this.style.sourceCaches[t];if(void 0!==r)return r.loaded();this.fire(new e.j(new Error(`There is no source with ID '${t}'`)))}setTerrain(t){if(this.style._checkLoaded(),this._terrainDataCallback&&this.style.off(\"data\",this._terrainDataCallback),t){const r=this.style.sourceCaches[t.source];if(!r)throw new Error(`cannot load terrain, because there exists no source with ID: ${t.source}`);null===this.terrain&&r.reload();for(const r in this.style._layers){const n=this.style._layers[r];\"hillshade\"===n.type&&n.source===t.source&&e.w(\"You are using the same source for a hillshade layer and for 3D terrain. Please consider using two separate sources to improve rendering quality.\")}this.terrain=new Di(this.painter,r,t),this.painter.renderToTexture=new Bi(this.painter,this.terrain),this.transform.minElevationForCurrentTile=this.terrain.getMinTileElevationForLngLatZoom(this.transform.center,this.transform.tileZoom),this.transform.elevation=this.terrain.getElevationForLngLatZoom(this.transform.center,this.transform.tileZoom),this._terrainDataCallback=e=>{\"style\"===e.dataType?this.terrain.sourceCache.freeRtt():\"source\"===e.dataType&&e.tile&&(e.sourceId!==t.source||this._elevationFreeze||(this.transform.minElevationForCurrentTile=this.terrain.getMinTileElevationForLngLatZoom(this.transform.center,this.transform.tileZoom),this.transform.elevation=this.terrain.getElevationForLngLatZoom(this.transform.center,this.transform.tileZoom)),this.terrain.sourceCache.freeRtt(e.tile.tileID))},this.style.on(\"data\",this._terrainDataCallback)}else this.terrain&&this.terrain.sourceCache.destruct(),this.terrain=null,this.painter.renderToTexture&&this.painter.renderToTexture.destruct(),this.painter.renderToTexture=null,this.transform.minElevationForCurrentTile=0,this.transform.elevation=0;return this.fire(new e.k(\"terrain\",{terrain:t})),this}getTerrain(){var t,e;return null!==(e=null===(t=this.terrain)||void 0===t?void 0:t.options)&&void 0!==e?e:null}areTilesLoaded(){const t=this.style&&this.style.sourceCaches;for(const e in t){const r=t[e]._tiles;for(const t in r){const e=r[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}}return!0}removeSource(t){return this.style.removeSource(t),this._update(!0)}getSource(t){return this.style.getSource(t)}addImage(t,r,n={}){const{pixelRatio:i=1,sdf:o=!1,stretchX:s,stretchY:l,content:c,textFitWidth:u,textFitHeight:h}=n;this._lazyInitEmptyStyle();if(!(r instanceof HTMLImageElement||e.b(r))){if(void 0===r.width||void 0===r.height)return this.fire(new e.j(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));{const{width:n,height:a,data:f}=r,p=r;return this.style.addImage(t,{data:new e.R({width:n,height:a},new Uint8Array(f)),pixelRatio:i,stretchX:s,stretchY:l,content:c,textFitWidth:u,textFitHeight:h,sdf:o,version:0,userImage:p}),p.onAdd&&p.onAdd(this,t),this}}{const{width:n,height:f,data:p}=a.getImageData(r);this.style.addImage(t,{data:new e.R({width:n,height:f},p),pixelRatio:i,stretchX:s,stretchY:l,content:c,textFitWidth:u,textFitHeight:h,sdf:o,version:0})}}updateImage(t,r){const n=this.style.getImage(t);if(!n)return this.fire(new e.j(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));const i=r instanceof HTMLImageElement||e.b(r)?a.getImageData(r):r,{width:o,height:s,data:l}=i;if(void 0===o||void 0===s)return this.fire(new e.j(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(o!==n.data.width||s!==n.data.height)return this.fire(new e.j(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));const c=!(r instanceof HTMLImageElement||e.b(r));return n.data.replace(l,c),this.style.updateImage(t,n),this}getImage(t){return this.style.getImage(t)}hasImage(t){return t?!!this.style.getImage(t):(this.fire(new e.j(new Error(\"Missing required image id\"))),!1)}removeImage(t){this.style.removeImage(t)}loadImage(t){return p.getImage(this._requestManager.transformRequest(t,\"Image\"),new AbortController)}listImages(){return this.style.listImages()}addLayer(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)}moveLayer(t,e){return this.style.moveLayer(t,e),this._update(!0)}removeLayer(t){return this.style.removeLayer(t),this._update(!0)}getLayer(t){return this.style.getLayer(t)}getLayersOrder(){return this.style.getLayersOrder()}setLayerZoomRange(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)}setFilter(t,e,r={}){return this.style.setFilter(t,e,r),this._update(!0)}getFilter(t){return this.style.getFilter(t)}setPaintProperty(t,e,r,n={}){return this.style.setPaintProperty(t,e,r,n),this._update(!0)}getPaintProperty(t,e){return this.style.getPaintProperty(t,e)}setLayoutProperty(t,e,r,n={}){return this.style.setLayoutProperty(t,e,r,n),this._update(!0)}getLayoutProperty(t,e){return this.style.getLayoutProperty(t,e)}setGlyphs(t,e={}){return this._lazyInitEmptyStyle(),this.style.setGlyphs(t,e),this._update(!0)}getGlyphs(){return this.style.getGlyphsUrl()}addSprite(t,e,r={}){return this._lazyInitEmptyStyle(),this.style.addSprite(t,e,r,(t=>{t||this._update(!0)})),this}removeSprite(t){return this._lazyInitEmptyStyle(),this.style.removeSprite(t),this._update(!0)}getSprite(){return this.style.getSprite()}setSprite(t,e={}){return this._lazyInitEmptyStyle(),this.style.setSprite(t,e,(t=>{t||this._update(!0)})),this}setLight(t,e={}){return this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)}getLight(){return this.style.getLight()}setSky(t){return this._lazyInitEmptyStyle(),this.style.setSky(t),this._update(!0)}getSky(){return this.style.getSky()}setFeatureState(t,e){return this.style.setFeatureState(t,e),this._update()}removeFeatureState(t,e){return this.style.removeFeatureState(t,e),this._update()}getFeatureState(t){return this.style.getFeatureState(t)}getContainer(){return this._container}getCanvasContainer(){return this._canvasContainer}getCanvas(){return this._canvas}_containerDimensions(){let t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]}_setupContainer(){const t=this._container;t.classList.add(\"maplibregl-map\");const e=this._canvasContainer=o.create(\"div\",\"maplibregl-canvas-container\",t);this._interactive&&e.classList.add(\"maplibregl-interactive\"),this._canvas=o.create(\"canvas\",\"maplibregl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",this._interactive?\"0\":\"-1\"),this._canvas.setAttribute(\"aria-label\",this._getUIString(\"Map.Title\")),this._canvas.setAttribute(\"role\",\"region\");const r=this._containerDimensions(),n=this._getClampedPixelRatio(r[0],r[1]);this._resizeCanvas(r[0],r[1],n);const i=this._controlContainer=o.create(\"div\",\"maplibregl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((t=>{a[t]=o.create(\"div\",`maplibregl-ctrl-${t} `,i)})),this._container.addEventListener(\"scroll\",this._onMapScroll,!1)}_resizeCanvas(t,e,r){this._canvas.width=Math.floor(r*t),this._canvas.height=Math.floor(r*e),this._canvas.style.width=`${t}px`,this._canvas.style.height=`${e}px`}_setupPainter(){const t={alpha:!0,stencil:!0,depth:!0,failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1};let e=null;this._canvas.addEventListener(\"webglcontextcreationerror\",(r=>{e={requestedAttributes:t},r&&(e.statusMessage=r.statusMessage,e.type=r.type)}),{once:!0});const r=this._canvas.getContext(\"webgl2\",t)||this._canvas.getContext(\"webgl\",t);if(!r){const t=\"Failed to initialize WebGL\";throw e?(e.message=t,new Error(JSON.stringify(e))):new Error(t)}this.painter=new Tn(r,this.transform),s.testSupport(r)}loaded(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()}_update(t){return this.style&&this.style._loaded?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this}_requestRenderFrame(t){return this._update(),this._renderTaskQueue.add(t)}_cancelRenderFrame(t){this._renderTaskQueue.remove(t)}_render(t){const r=this._idleTriggered?this._fadeDuration:0;if(this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(t),this._removed)return;let n=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;const t=this.transform.zoom,i=a.now();this.style.zoomHistory.update(t,i);const o=new e.a9(t,{now:i,fadeDuration:r,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),s=o.crossFadingFactor();1===s&&s===this._crossFadingFactor||(n=!0,this._crossFadingFactor=s),this.style.update(o)}this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this.terrain?(this.terrain.sourceCache.update(this.transform,this.terrain),this.transform.minElevationForCurrentTile=this.terrain.getMinTileElevationForLngLatZoom(this.transform.center,this.transform.tileZoom),this._elevationFreeze||(this.transform.elevation=this.terrain.getElevationForLngLatZoom(this.transform.center,this.transform.tileZoom))):(this.transform.minElevationForCurrentTile=0,this.transform.elevation=0),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,r,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:r,showPadding:this.showPadding}),this.fire(new e.k(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,e.be.mark(e.bf.load),this.fire(new e.k(\"load\"))),this.style&&(this.style.hasTransitions()||n)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles();const i=this._sourcesDirty||this._styleDirty||this._placementDirty;return i||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&this.fire(new e.k(\"idle\")),!this._loaded||this._fullyLoaded||i||(this._fullyLoaded=!0,e.be.mark(e.bf.fullLoad)),this}redraw(){return this.style&&(this._frameRequest&&(this._frameRequest.abort(),this._frameRequest=null),this._render(0)),this}remove(){var t;this._hash&&this._hash.remove();for(const t of this._controls)t.onRemove(this);this._controls=[],this._frameRequest&&(this._frameRequest.abort(),this._frameRequest=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),\"undefined\"!=typeof window&&removeEventListener(\"online\",this._onWindowOnline,!1),p.removeThrottleControl(this._imageQueueHandle),null===(t=this._resizeObserver)||void 0===t||t.disconnect();const r=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");(null==r?void 0:r.loseContext)&&r.loseContext(),this._canvas.removeEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.removeEventListener(\"webglcontextlost\",this._contextLost,!1),o.remove(this._canvasContainer),o.remove(this._controlContainer),this._container.classList.remove(\"maplibregl-map\"),e.be.clearMetrics(),this._removed=!0,this.fire(new e.k(\"remove\"))}triggerRepaint(){this.style&&!this._frameRequest&&(this._frameRequest=new AbortController,a.frameAsync(this._frameRequest).then((t=>{e.be.frame(t),this._frameRequest=null,this._render(t)})).catch((()=>{})))}get showTileBoundaries(){return!!this._showTileBoundaries}set showTileBoundaries(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())}get showPadding(){return!!this._showPadding}set showPadding(t){this._showPadding!==t&&(this._showPadding=t,this._update())}get showCollisionBoxes(){return!!this._showCollisionBoxes}set showCollisionBoxes(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())}get showOverdrawInspector(){return!!this._showOverdrawInspector}set showOverdrawInspector(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())}get repaint(){return!!this._repaint}set repaint(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())}get vertices(){return!!this._vertices}set vertices(t){this._vertices=t,this._update()}get version(){return ji}getCameraTargetElevation(){return this.transform.elevation}},t.MapMouseEvent=Nn,t.MapTouchEvent=jn,t.MapWheelEvent=Un,t.Marker=Xi,t.NavigationControl=class{constructor(t){this._updateZoomButtons=()=>{const t=this._map.getZoom(),e=t===this._map.getMaxZoom(),r=t===this._map.getMinZoom();this._zoomInButton.disabled=e,this._zoomOutButton.disabled=r,this._zoomInButton.setAttribute(\"aria-disabled\",e.toString()),this._zoomOutButton.setAttribute(\"aria-disabled\",r.toString())},this._rotateCompassArrow=()=>{const t=this.options.visualizePitch?`scale(${1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)}) rotateX(${this._map.transform.pitch}deg) rotateZ(${this._map.transform.angle*(180/Math.PI)}deg)`:`rotate(${this._map.transform.angle*(180/Math.PI)}deg)`;this._compassIcon.style.transform=t},this._setButtonTitle=(t,e)=>{const r=this._map._getUIString(`NavigationControl.${e}`);t.title=r,t.setAttribute(\"aria-label\",r)},this.options=e.e({},qi,t),this._container=o.create(\"div\",\"maplibregl-ctrl maplibregl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(t=>t.preventDefault())),this.options.showZoom&&(this._zoomInButton=this._createButton(\"maplibregl-ctrl-zoom-in\",(t=>this._map.zoomIn({},{originalEvent:t}))),o.create(\"span\",\"maplibregl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",\"true\"),this._zoomOutButton=this._createButton(\"maplibregl-ctrl-zoom-out\",(t=>this._map.zoomOut({},{originalEvent:t}))),o.create(\"span\",\"maplibregl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",\"true\")),this.options.showCompass&&(this._compass=this._createButton(\"maplibregl-ctrl-compass\",(t=>{this.options.visualizePitch?this._map.resetNorthPitch({},{originalEvent:t}):this._map.resetNorth({},{originalEvent:t})})),this._compassIcon=o.create(\"span\",\"maplibregl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",\"true\"))}onAdd(t){return 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Summer Temperature Over the Years\"}}, {\"responsive\": true} ).then(function(){\n",
+ " \n",
+ "var gd = document.getElementById('3e17d6c9-0b6b-48cb-b2d1-5fbdf1d94e6a');\n",
+ "var x = new MutationObserver(function (mutations, observer) {{\n",
+ " var display = window.getComputedStyle(gd).display;\n",
+ " if (!display || display === 'none') {{\n",
+ " console.log([gd, 'removed!']);\n",
+ " Plotly.purge(gd);\n",
+ " observer.disconnect();\n",
+ " }}\n",
+ "}});\n",
+ "\n",
+ "// Listen for the removal of the full notebook cells\n",
+ "var notebookContainer = gd.closest('#notebook-container');\n",
+ "if (notebookContainer) {{\n",
+ " x.observe(notebookContainer, {childList: true});\n",
+ "}}\n",
+ "\n",
+ "// Listen for the clearing of the current output cell\n",
+ "var outputEl = gd.closest('.output');\n",
+ "if (outputEl) {{\n",
+ " x.observe(outputEl, {childList: true});\n",
+ "}}\n",
+ "\n",
+ " }) }; }); </script> </div>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "figure"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "climateqa",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/style.css b/style.css
index b3ae6c7de5b49f60cc52f793fec74475ef3cef72..e8e9f5ec3f65c5249b860061b9e11711408c36c7 100644
--- a/style.css
+++ b/style.css
@@ -1,70 +1,55 @@
-
+/* Root Variables */
/* :root {
--user-image: url('https://ih1.redbubble.net/image.4776899543.6215/st,small,507x507-pad,600x600,f8f8f8.jpg');
- } */
-
-.warning-box {
- background-color: #fff3cd;
- border: 1px solid #ffeeba;
- border-radius: 4px;
- padding: 15px 20px;
- font-size: 14px;
- color: #856404;
- display: inline-block;
- margin-bottom: 15px;
- }
+} */
+/* Layout & Container Styles */
+.gradio-container {
+ width: 100% !important;
+ max-width: 100% !important;
+}
-.tip-box {
- background-color: #f0f9ff;
- border: 1px solid #80d4fa;
- border-radius: 4px;
- margin-top:20px;
- padding: 15px 20px;
- font-size: 14px;
- display: inline-block;
- margin-bottom: 15px;
- width: auto;
- color:black !important;
+main.flex.flex-1.flex-col {
+ max-height: 95vh !important;
}
-body.dark .warning-box * {
- color:black !important;
+.main-component {
+ contain: size layout;
+ overflow: hidden;
}
+/* Tab Styles */
+#tab-recommended_content {
+ padding: 0;
+}
-body.dark .tip-box * {
- color:black !important;
+#group-subtabs {
+ /* display: block; */
+ position : sticky;
}
-.tip-box-title {
- font-weight: bold;
- font-size: 14px;
- margin-bottom: 5px;
}
-.light-bulb {
- display: inline;
- margin-right: 5px;
+.tab-nav {
+ border: none !important;
}
-.gr-box {border-color: #d6c37c}
-
-#hidden-message{
- display:none;
+.tab-nav > button.selected {
+ color: #4b8ec3;
+ font-weight: bold;
+ border: none;
}
-.message{
- font-size:14px !important;
+.tabitem {
+ border: none !important;
}
-
-a {
- text-decoration: none;
- color: inherit;
+.other-tabs > div {
+ padding: 40px 40px 10px;
}
+/* Card Styles */
.card {
background-color: white;
border-radius: 10px;
@@ -72,7 +57,7 @@ a {
overflow: hidden;
display: flex;
flex-direction: column;
- margin:20px;
+ margin: 20px;
}
.card-content {
@@ -82,9 +67,8 @@ a {
.card-content h2 {
font-size: 14px !important;
font-weight: bold;
- margin-bottom: 10px;
- margin-top:0px !important;
- color:#dc2626!important;;
+ margin: 0 0 10px !important;
+ color: #dc2626 !important;
}
.card-content p {
@@ -92,6 +76,13 @@ a {
margin-bottom: 0;
}
+.card-content img {
+ display: block;
+ margin: auto;
+ max-width: 100%;
+ height: auto;
+}
+
.card-footer {
background-color: #f4f4f4;
font-size: 10px;
@@ -107,6 +98,83 @@ a {
color: #999 !important;
}
+.card-image > .card-content {
+ background-color: #f1f7fa;
+}
+
+/* Message & Chat Styles */
+.message {
+ font-size: 14px !important;
+}
+
+.message.user, .message.bot {
+ border: none;
+}
+
+#input-textbox > label > textarea {
+ border-radius: 40px;
+ padding-left: 30px;
+ resize: none;
+}
+
+#input-message > div {
+ border: none;
+}
+
+/* Alert Boxes */
+.warning-box {
+ background-color: #fff3cd;
+ border: 1px solid #ffeeba;
+ border-radius: 4px;
+ padding: 15px 20px;
+ font-size: 14px;
+ color: #856404;
+ display: inline-block;
+ margin-bottom: 15px;
+}
+
+.tip-box {
+ background-color: #f0f9ff;
+ border: 1px solid #80d4fa;
+ border-radius: 4px;
+ margin: 20px 0 15px;
+ padding: 15px 20px;
+ font-size: 14px;
+ display: inline-block;
+ width: auto;
+ color: black !important;
+}
+
+.tip-box-title {
+ font-weight: bold;
+ font-size: 14px;
+ margin-bottom: 5px;
+}
+
+.light-bulb {
+ display: inline;
+ margin-right: 5px;
+}
+
+/* Loader Animation */
+.loader {
+ border: 1px solid #d0d0d0 !important;
+ border-top: 1px solid #db3434 !important;
+ border-right: 1px solid #3498db !important;
+ border-radius: 50%;
+ width: 20px;
+ height: 20px;
+ animation: spin 2s linear infinite;
+ display: inline-block;
+ margin-right: 10px !important;
+}
+
+@keyframes spin {
+ 0% { transform: rotate(0deg); }
+ 100% { transform: rotate(360deg); }
+}
+
+/* PDF Link Styles */
.pdf-link {
display: inline-flex;
align-items: center;
@@ -115,251 +183,438 @@ a {
font-size: 14px;
}
+/* Document Reference Styles */
+.doc-ref sup {
+ color: #dc2626!important;
+}
-
-.message.user{
- /* background-color:#7494b0 !important; */
- border:none;
- /* color:white!important; */
+.doc-ref {
+ color: #dc2626!important;
+ margin-right: 1px;
}
-.message.bot{
- /* background-color:#f2f2f7 !important; */
- border:none;
+/* Chatbot & Image Styles */
+span.chatbot > p > img {
+ margin-top: 40px !important;
+ max-height: none !important;
+ max-width: 80% !important;
+ border-radius: 0px !important;
}
-/* .gallery-item > div:hover{
- background-color:#7494b0 !important;
- color:white!important;
+.chatbot-caption {
+ font-size: 11px;
+ font-style: italic;
+ color: #508094;
}
-.gallery-item:hover{
- border:#7494b0 !important;
+.ai-generated {
+ font-size: 11px!important;
+ font-style: italic;
+ color: #73b8d4 !important;
}
-.gallery-item > div{
- background-color:white !important;
- color:#577b9b!important;
+/* Dropdown Styles */
+.dropdown {
+ position: relative;
+ display: inline-block;
+ margin-bottom: 10px;
}
-.label{
- color:#577b9b!important;
-} */
+.dropdown-toggle {
+ background-color: #f2f2f2;
+ color: black;
+ padding: 10px;
+ font-size: 16px;
+ cursor: pointer;
+ display: flex;
+ width: 400px;
+ align-items: center;
+ justify-content: left;
+ position: relative;
+}
-/* .paginate{
- color:#577b9b!important;
-} */
+.dropdown-toggle .caret {
+ content: "";
+ position: absolute;
+ right: 10px;
+ top: 50%;
+ border-left: 5px solid transparent;
+ border-right: 5px solid transparent;
+ border-top: 5px solid black;
+ transform: translateY(-50%);
+}
+.dropdown-content {
+ display: none;
+ position: absolute;
+ background-color: #f9f9f9;
+ min-width: 300px;
+ box-shadow: 0 8px 16px 0 rgba(0,0,0,0.2);
+ z-index: 1;
+ padding: 12px;
+ border: 1px solid #ccc;
+}
+/* Checkbox Styles */
+input[type="checkbox"] {
+ display: none !important;
+}
-/* span[data-testid="block-info"]{
- background:none !important;
- color:#577b9b;
- } */
+#checkbox-chat input[type="checkbox"] {
+ display: flex !important;
+}
-/* Pseudo-element for the circularly cropped picture */
-/* .message.bot::before {
- content: '';
- position: absolute;
- top: -10px;
- left: -10px;
- width: 30px;
- height: 30px;
- background-image: var(--user-image);
- background-size: cover;
- background-position: center;
- border-radius: 50%;
- z-index: 10;
- }
- */
+input[type="checkbox"]:checked + .dropdown-content {
+ display: block;
+}
-label.selected{
- background:none !important;
+input[type="checkbox"]:checked + .dropdown-toggle + .dropdown-content {
+ display: block;
}
-#submit-button{
- padding:0px !important;
+input[type="checkbox"]:checked + .dropdown-toggle .caret {
+ border-top: 0;
+ border-bottom: 5px solid black;
}
+/* Modal Styles */
+#modal-config {
+ position: fixed;
+ top: 0;
+ left: 0;
+ height: 100vh;
+ width: 500px;
+ background-color: white;
+ box-shadow: 2px 0 10px rgba(0, 0, 0, 0.1);
+ z-index: 1000;
+ padding: 15px;
+ transform: none;
+}
-@media screen and (min-width: 1024px) {
- div#tab-examples{
- height:calc(100vh - 190px) !important;
- overflow-y: auto;
- }
+#modal-config .block.modal-block.padded {
+ padding-top: 25px;
+ height: 100vh;
+}
- div#sources-textbox{
- height:calc(100vh - 190px) !important;
- overflow-y: auto !important;
- }
+#modal-config .modal-container {
+ margin: 0px;
+ padding: 0px;
+}
- div#tab-config{
- height:calc(100vh - 190px) !important;
- overflow-y: auto !important;
- }
+#modal-config .close {
+ display: none;
+}
- div#chatbot-row{
- height:calc(100vh - 90px) !important;
- }
+/* Config Button Styles */
+#config-button {
+ background: none;
+ border: none;
+ padding: 8px;
+ cursor: pointer;
+ width: 40px;
+ height: 40px;
+ display: flex;
+ align-items: center;
+ justify-content: center;
+ border-radius: 50%;
+ transition: background-color 0.2s;
+}
- div#chatbot{
- height:calc(100vh - 170px) !important;
- }
+#config-button::before {
+ content: 'โ๏ธ';
+ font-size: 20px;
+}
- .max-height{
- height:calc(100vh - 90px) !important;
- overflow-y: auto;
- }
+#config-button:hover {
+ background-color: rgba(0, 0, 0, 0.1);
+}
- /* .tabitem:nth-child(n+3) {
- padding-top:30px;
- padding-left:40px;
- padding-right:40px;
- } */
+/* Relevancy Score Styles */
+.relevancy-score {
+ margin-top: 10px !important;
+ font-size: 10px !important;
+ font-style: italic;
}
-footer {
- visibility: hidden;
- display:none !important;
+.score-green {
+ color: green !important;
}
+.score-orange {
+ color: orange !important;
+}
-@media screen and (max-width: 767px) {
- /* Your mobile-specific styles go here */
+.score-red {
+ color: red !important;
+}
- div#chatbot{
- height:500px !important;
- }
+/* Gallery Styles */
+.gallery-item > div {
+ white-space: normal !important;
+ word-break: break-word !important;
+ overflow-wrap: break-word !important;
+}
- #submit-button{
- padding:0px !important;
- min-width: 80px;
- }
+/* Avatar Styles */
+.avatar-container.svelte-1x5p6hu:not(.thumbnail-item) img {
+ width: 100%;
+ height: 100%;
+ object-fit: cover;
+ border-radius: 50%;
+ padding: 0px;
+ margin: 0px;
+}
- /* This will hide all list items */
- div.tab-nav button {
- display: none !important;
- }
+/* Message Button Styles */
+.message-buttons-left.panel.message-buttons.with-avatar {
+ display: none;
+}
- /* This will show only the first list item */
- div.tab-nav button:first-child {
- display: block !important;
- }
-
- /* This will show only the first list item */
- div.tab-nav button:nth-child(2) {
- display: block !important;
- }
-
- #right-panel button{
- display: block !important;
- }
+/* Checkmark Styles */
+.checkmark {
+ color: green !important;
+ font-size: 18px;
+ margin-right: 10px !important;
+}
- /* ... add other mobile-specific styles ... */
+/* Papers Summary & Relevant Popup Styles */
+#papers-summary-popup button span,
+#papers-relevant-popup span {
+ font-size: 16px;
+ font-weight: bold;
+ text-align: center;
}
+/* Citations Tab Button Style */
+#tab-citations .button {
+ padding: 12px 16px;
+ font-size: 16px;
+ font-weight: bold;
+ cursor: pointer;
+ border: none;
+ outline: none;
+ text-align: left;
+ transition: background-color 0.3s ease;
+}
-body.dark .card{
- background-color: #374151;
+/* Show Figures Button Style */
+button#show-figures {
+ background-color: #f5f5f5;
+ border: 1px solid #e0e0e0;
+ border-radius: 4px;
+ color: #333333;
+ cursor: pointer;
+ width: 100%;
+ text-align: center;
}
-body.dark .card-content h2{
- color:#f4dbd3 !important;
+/* Gradio Box Style */
+.gr-box {
+ border-color: #d6c37c;
}
-body.dark .card-footer {
- background-color: #404652;
+/* Hidden Message Style */
+#hidden-message {
+ display: none;
}
-body.dark .card-footer span {
- color:white !important;
+/* Label Selected Style */
+label.selected {
+ background: #93c5fd !important;
}
+/* Submit Button Style */
+#submit-button {
+ padding: 0px !important;
+}
-.doc-ref{
- color:#dc2626!important;
- margin-right:1px;
+/* Hugging Face Space Fixes */
+.h-full {
+ height: auto !important;
+ min-height: 0 !important;
}
-.tabitem{
- border:none !important;
-}
+.space-content {
+ height: auto !important;
+ max-height: 100vh !important;
+ overflow: hidden;
+}
-.other-tabs > div{
- padding-left:40px;
- padding-right:40px;
- padding-top:10px;
+/* Dropdown Samples Style */
+#dropdown-samples {
+ background: none !important;
}
-.gallery-item > div{
- white-space: normal !important; /* Allow the text to wrap */
- word-break: break-word !important; /* Break words to prevent overflow */
- overflow-wrap: break-word !important; /* Break long words if necessary */
- }
+#dropdown-samples > .container > .wrap {
+ background-color: white;
+}
-span.chatbot > p > img{
- margin-top:40px !important;
- max-height: none !important;
- max-width: 80% !important;
- border-radius:0px !important;
+/* Tab Examples Form Style */
+#tab-examples > div > .form {
+ border: none;
+ background: none !important;
}
+/* Utility Classes */
+.hidden {
+ display: none !important;
+}
-.chatbot-caption{
- font-size:11px;
- font-style:italic;
- color:#508094;
+footer {
+ display: none !important;
+ visibility: hidden;
}
-.ai-generated{
- font-size:11px!important;
- font-style:italic;
- color:#73b8d4 !important;
+a {
+ text-decoration: none;
+ color: inherit;
}
-.card-image > .card-content{
- background-color:#f1f7fa !important;
+.a-doc-ref {
+ text-decoration: none !important;
}
+/* Media Queries */
+/* Desktop Media Query */
+@media screen and (min-width: 1024px) {
+ .gradio-container {
+ max-height: calc(100vh - 190px) !important;
+ overflow: hidden;
+ }
+ div#tab-examples,
+ div#sources-textbox,
+ div#tab-config {
+ height: calc(100vh - 190px) !important;
+ overflow-y: scroll !important;
+ }
+ div#tab-vanna,
+ div#sources-figures,
+ div#graphs-container,
+ div#tab-citations {
+ height: calc(100vh - 300px) !important;
+ max-height: 90vh !important;
+ overflow-y: scroll !important;
+ }
+ div#chatbot-row {
+ max-height: calc(100vh - 90px) !important;
+ }
-.tab-nav > button.selected{
- color:#4b8ec3;
- font-weight:bold;
- border:none;
-}
+ div#graphs-container {
+ height: calc(100vh - 210px) !important;
+ overflow-y: scroll !important;
+ }
-.tab-nav{
- border:none !important;
+ div#tab-saved-graphs {
+ overflow-y: auto;
+ max-height: 80vh;
+ }
}
-#input-textbox > label > textarea{
- border-radius:40px;
- padding-left:30px;
- resize:none;
-}
+/* Mobile Media Query */
+@media screen and (max-width: 767px) {
+ div#chatbot {
+ height: 500px !important;
+ }
-#input-message > div{
- border:none;
-}
+ #submit-button {
+ padding: 0 !important;
+ min-width: 80px;
+ }
+
+ div.tab-nav button {
+ display: none !important;
+ }
+
+ div.tab-nav button:first-child,
+ div.tab-nav button:nth-child(2) {
+ display: block !important;
+ }
+
+ #right-panel button {
+ display: block !important;
+ }
-#dropdown-samples{
- /*! border:none !important; */
- /*! border-width:0px !important; */
- background:none !important;
-
+ div#tab-recommended_content {
+ max-height: 50vh;
+ overflow-y: auto;
+ }
+
+ div#tab-saved-graphs {
+ max-height: 50vh;
+ overflow-y: auto;
+ }
}
-#dropdown-samples > .container > .wrap{
- background-color:white;
+/* Dark Mode */
+@media (prefers-color-scheme: dark) {
+ .card {
+ background-color: #374151;
+ }
+
+ .card-image > .card-content {
+ background-color: rgb(55, 65, 81) !important;
+ }
+
+ .card-footer {
+ background-color: #404652;
+ }
+
+ .container > .wrap {
+ background-color: #374151 !important;
+ color: white !important;
+ }
+
+ .card-content h2 {
+ color: #e7754f !important;
+ }
+
+ .card-footer span {
+ color: white !important;
+ }
+
+ body.dark .warning-box *,
+ body.dark .tip-box * {
+ color: black !important;
+ }
+
+ .doc-ref sup {
+ color: rgb(235 109 35)!important;
+ }
}
+/* Checkbox Config Style */
+#checkbox-config {
+ display: block;
+ position: absolute;
+ background: none;
+ border: none;
+ padding: 8px;
+ cursor: pointer;
+ width: 40px;
+ height: 40px;
+ display: flex;
+ align-items: center;
+ justify-content: center;
+ border-radius: 50%;
+ transition: background-color 0.2s;
+ font-size: 20px;
+ text-align: center;
+}
-#tab-examples > div > .form{
- border:none;
- background:none !important;
+#checkbox-config:checked {
+ display: block;
}
-.a-doc-ref{
- text-decoration: none !important;
+#vanna-display {
+ max-height: 300px;
+ /* overflow-y: scroll; */
+}
+#sql-query{
+ max-height: 100px;
+ overflow-y:scroll;
+}
+#vanna-details{
+ max-height: 500px;
+ overflow-y:scroll;
}
diff --git a/test.json b/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391