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Runtime error
Raymond Weitekamp
commited on
Commit
·
99f73bb
1
Parent(s):
f5f2ad3
ui improvements for logged in vs not
Browse files
app.py
CHANGED
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import gradio as gr
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from
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from
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import
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# The list of sentences from our previous conversation.
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sentences = [
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class OCRDataCollector:
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def __init__(self):
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self.collected_pairs = []
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self.current_text_block = self.get_random_text_block()
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self.hf_api = HfApi()
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def get_random_text_block(self):
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block_length = random.randint(1, 5)
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start_index = random.randint(0, len(sentences) - block_length)
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block = " ".join(sentences[start_index:start_index + block_length])
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return block
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def submit_image(self, image, text_block, username: Optional[str] = None):
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"timestamp": timestamp,
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"username": username
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})
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return self.get_random_text_block()
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def skip_text(self, text_block, username: Optional[str] = None):
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return self.get_random_text_block()
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def strip_metadata(image: Image.Image) -> Image.Image:
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collector = OCRDataCollector()
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with gr.Blocks() as demo:
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gr.Markdown("
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with gr.Row():
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with gr.Column(scale=1
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with gr.Column(scale=
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pass
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user_info = gr.Markdown()
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profile_state = gr.JSON(visible=False)
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gr.Markdown(
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"You will be shown between 1 and 5 consecutive sentences. Please handwrite them on paper and upload an image of your handwriting. "
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"If you wish to skip the current text, click 'Skip'."
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)
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text_box = gr.Textbox(
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value=collector.current_text_block,
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label="Text to Handwrite",
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interactive=False,
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)
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#
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gr.Markdown(
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public_checkbox = gr.Checkbox(
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with gr.Row(visible=False) as button_row:
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submit_btn = gr.Button("Submit")
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if profile is None:
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return "Please log in with your Hugging Face account to contribute to the dataset
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def handle_submit(profile, private_checkbox, public_checkbox, image, text):
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if not profile or "username" not in profile:
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raise gr.Error("Please log in to use this application")
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username = profile["username"]
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@@ -199,42 +275,51 @@ def create_gradio_interface():
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"dataset": "private"
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})
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new_text = collector.get_random_text_block()
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return None, new_text
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elif public_checkbox:
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# Fallback to public submission
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new_text = collector.
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return None, new_text
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def
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return collector.skip_text(text, profile["username"])
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def update_visibility(profile: gr.OAuthProfile | None):
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is_visible = profile is not None
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return [
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gr.update(visible=is_visible), # text_box
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gr.update(visible=is_visible), # image_input
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gr.update(visible=is_visible), # button_row
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gr.update(visible=is_visible), # private_checkbox
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gr.update(visible=is_visible), # public_checkbox
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gr.update(visible=is_visible), # private explanation
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gr.update(visible=is_visible), # public explanation
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]
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# On load, update both the display message and the hidden profile state.
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demo.load(
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# Bind the submit and skip actions
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submit_btn.click(
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return demo
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import gradio as gr
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# Import statements that should only run once
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if gr.NO_RELOAD:
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import random
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import os
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from datetime import datetime
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from huggingface_hub import HfApi
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from typing import Optional
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from PIL import Image # Needed for working with PIL images
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import datasets
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# The list of sentences from our previous conversation.
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sentences = [
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class OCRDataCollector:
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def __init__(self):
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self.collected_pairs = []
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self.current_text_block = self.get_random_text_block(201) # Default max words
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self.hf_api = HfApi()
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def get_random_text_block(self, max_words: int):
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block_length = random.randint(1, 5)
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start_index = random.randint(0, len(sentences) - block_length)
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block = " ".join(sentences[start_index:start_index + block_length])
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# Truncate to max_words if necessary
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words = block.split()
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if len(words) > max_words:
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block = " ".join(words[:max_words])
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return block
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def submit_image(self, image, text_block, username: Optional[str] = None):
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"timestamp": timestamp,
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"username": username
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})
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return self.get_random_text_block(201)
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def skip_text(self, text_block, username: Optional[str] = None):
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return self.get_random_text_block(201)
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def strip_metadata(image: Image.Image) -> Image.Image:
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collector = OCRDataCollector()
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with gr.Blocks() as demo:
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gr.Markdown("# Handwriting OCR Dataset Creator")
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gr.Markdown("## After almost 100 years, handwriting recognition still sucks. Together, we can change that.")
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gr.Markdown("### Step 1: Log in with your Hugging Face account to use this app.")
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# Login section - centered
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with gr.Row():
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with gr.Column(scale=1):
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pass
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with gr.Column(scale=2, min_width=200):
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login_btn = gr.LoginButton(elem_id="login_btn")
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user_info = gr.Markdown(
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value="<center>Please log in with your Hugging Face account to contribute to the dataset.</center>",
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elem_id="user_info"
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)
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profile_state = gr.JSON(visible=False, elem_id="profile_state")
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with gr.Column(scale=1):
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pass
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# Instructions (always visible)
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gr.Markdown(
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"### Step 2: Read the text. "
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"You will be shown between 1 and 5 consecutive sentences. Please handwrite them on paper and upload an image of your handwriting. "
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"You can change the maximum number of words you are willing to write by using the slider below. "
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"If you wish to skip the current text, click 'Skip'."
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)
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# Main interface elements (initially visible)
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text_box = gr.Textbox(
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value=collector.current_text_block,
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label="Text to Handwrite",
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interactive=False,
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lines=10,
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show_copy_button=True,
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visible=True,
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elem_id="text_box"
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)
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max_words_slider = gr.Slider(
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1, 201, step=5, value=201,
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label="Maximum Number of Words",
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interactive=True,
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visible=True,
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elem_id="max_words_slider"
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)
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regenerate_btn = gr.Button(
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"Regenerate Text",
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visible=True,
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elem_id="regenerate_btn"
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)
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# Step 3 section
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gr.Markdown("### Step 3: Upload an image of your handwritten version of the text")
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# Message that changes based on login state
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upload_info = gr.Markdown(
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value="You must be logged in to do this, to help us prevent spam submissions",
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elem_id="upload_info"
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)
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# Image upload and related components
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image_input = gr.Image(
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type="pil",
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label="Upload Handwritten Image",
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sources=["upload"],
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visible=False,
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elem_id="image_input"
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)
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with gr.Column(visible=False) as dataset_options:
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private_checkbox = gr.Checkbox(
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value=True,
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label="Private",
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interactive=True,
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elem_id="private_cb"
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)
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private_explanation = gr.Markdown(
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"*Private: Creates a new dataset on your account named '/handwriting-ocr-private' and appends data there.*",
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elem_id="private_exp"
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)
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public_checkbox = gr.Checkbox(
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value=True,
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label="Public",
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interactive=True,
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elem_id="public_cb"
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)
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public_explanation = gr.Markdown(
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"*Public: Will be added to our public dataset. By submitting, you are giving permission to be added to the dataset.*",
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elem_id="public_exp"
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)
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with gr.Row(visible=False) as button_row:
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submit_btn = gr.Button("Submit", elem_id="submit_btn")
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def update_ui_visibility(profile: gr.OAuthProfile | None) -> dict:
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"""Update visibility of UI elements based on login state"""
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is_logged_in = profile is not None
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message = "Please upload your handwritten image of the text below." if is_logged_in else "You must be logged in to do this, to help us prevent spam submissions"
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return {
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upload_info: gr.update(value=message),
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image_input: gr.update(visible=is_logged_in),
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dataset_options: gr.update(visible=is_logged_in),
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button_row: gr.update(visible=is_logged_in)
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}
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def update_user_info(profile: Optional[dict]) -> tuple[str, dict]:
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if profile is None:
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return "<center>Please log in with your Hugging Face account to contribute to the dataset.</center>", {}
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return f"<center>Logged in as: {profile['username']}</center>", {"username": profile["username"]}
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def handle_submit(profile, private_checkbox, public_checkbox, image, text, max_words):
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if not profile or "username" not in profile:
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raise gr.Error("Please log in to use this application")
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username = profile["username"]
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"dataset": "private"
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})
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new_text = collector.get_random_text_block(max_words)
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return None, new_text
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elif public_checkbox:
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# Fallback to public submission
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new_text = collector.get_random_text_block(max_words)
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return None, new_text
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def handle_regenerate(profile, text, max_words):
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# Remove the login check - allow anyone to regenerate text
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return collector.get_random_text_block(max_words)
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# On load, update both the display message and the hidden profile state.
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demo.load(
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fn=update_user_info,
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inputs=None,
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outputs=[user_info, profile_state]
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)
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# Update UI when login state changes
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demo.load(
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fn=update_ui_visibility,
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inputs=None,
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outputs=[
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upload_info,
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image_input,
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dataset_options,
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button_row
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]
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)
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# Bind the submit and skip actions
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submit_btn.click(
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fn=handle_submit,
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inputs=[
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profile_state, private_checkbox, public_checkbox,
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image_input, text_box, max_words_slider
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],
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outputs=[image_input, text_box]
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)
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regenerate_btn.click(
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fn=handle_regenerate,
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inputs=[profile_state, text_box, max_words_slider],
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outputs=text_box
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)
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return demo
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