import os
import gradio as gr
import pandas as pd
from gradio_huggingfacehub_search import HuggingfaceHubSearch
import requests

leaderboard_url = os.getenv("LEADERBOARD_URL", "https://leaderboard.nexa4ai.com")

get_ranking_url = f"{leaderboard_url}/model/get-ranking-by-category"
get_models_url = f"{leaderboard_url}/model/get-models-by-category"
vote_url = f"{leaderboard_url}/model/vote"
submit_models_url = f"{leaderboard_url}/model/submit-models"

def update_table(category): 
    url_with_params = f"{get_ranking_url}?category={category}"
    
    response = requests.get(url_with_params)

    if response.status_code == 200:
        ranking_data = response.json()["ranking"]
        api_model_data = {
            "Model": [item["model_id"] for item in ranking_data],
            "Votes": [item["votes"] for item in ranking_data],
            "Categories": [item["categories"] for item in ranking_data] if category == "all" else [category] * len(ranking_data)
        }
        api_df = pd.DataFrame(api_model_data)
    else:
        print(f"Failed to submit request: {response.text}")
        api_df = pd.DataFrame()  
    return api_df


def get_user(profile: gr.OAuthProfile | None) -> str:
    if profile is None:
        return ""
    return profile.username


def get_vote_models(category):
    if not category:
        return []

    url_with_params = f"{get_models_url}?category={category}" 

    response = requests.get(url_with_params)

    if response.status_code == 200:
        models_data = response.json()
        return gr.CheckboxGroup(choices=models_data, label="Choose your options", interactive=True)
    else:
        print(f"Failed to get models: {response.text}")
        return []


def submit_vote(username, category, models):
    if not category or not models:
        return "All fields are required!"
    if not username:
        return "You need to log in to submit a vote."
    if username.startswith("Hello "):
        username = username[6:]
  
    data = {
        "category": category,
        "username": username,
        "model_ids": models
    }
    
    response = requests.post(vote_url, json=data)
    
    if response.status_code == 200:
        return f"Vote '{models}' submitted successfully!"
    else:
        return f"Failed to vote: {response.text}"


def submit_model(category, model_id):
    if not category or not model_id:
        return "All fields are required!"
    
    data = {
        "model_id": model_id,
        "categories": [category]  
    }
    
    response = requests.post(submit_models_url, json=data)
    
    if response.status_code == 200:
        return "Your request has been submitted successfully. We will notify you by email once processing is complete."
    else:
        return f"Failed to submit request: {response.text}"


theme = gr.themes.Soft()

with gr.Blocks(theme=theme) as app:
    with gr.Tabs():
        with gr.TabItem("Table"):
            category = gr.Dropdown(
                choices=["all", "Biology", "Physics", "Business", "Chemistry", "Economics", "Philosophy", "History", "Culture", "Computer Science", "Math", "Health", "Law", "Engineering", "Other"],
                label="Select Category",
                value="all"
            )
            
            initial_data = update_table("all")
            table = gr.Dataframe(
                headers=["Model", "Votes", "Categories"],
                datatype=["str", "number", "str"],
                value=initial_data,
                col_count=(3, "fixed"),
            )
            category.change(update_table, inputs=category, outputs=table)
        
        with gr.TabItem("Vote"):
            username_text = gr.State(value="")
            login_button = gr.LoginButton()
            app.load(get_user, inputs=None, outputs=username_text)

            category = gr.Dropdown(
                choices=["Biology", "Physics", "Business", "Chemistry", "Economics", "Philosophy", "History", "Culture", "Computer Science", "Math", "Health", "Law", "Engineering", "Other"], 
                label="Select Category"
            )

            cbg = gr.CheckboxGroup(choices=[], label="Choose your options",interactive=True)
            submit_button = gr.Button("Submit Vote")
            submit_result = gr.Markdown()

            category.change(get_vote_models, inputs=category, outputs=cbg) 

            submit_button.click(fn=submit_vote, inputs=[username_text, category, cbg], outputs=submit_result)

        
        with gr.TabItem("Submit Model"):
            category = gr.Dropdown(choices=["Biology", "Physics", "Business", "Chemistry", "Economics", "Philosophy", "History", "Culture", "Computer Science", "Math", "Health", "Law", "Engineering", "Other"], label="Select Category")
            model_id = HuggingfaceHubSearch(label="Hub Model ID", placeholder="Search for model id on Huggingface", search_type="model")
            submit_model_button = gr.Button("Submit Model")
            submit_model_result = gr.Markdown()
            submit_model_button.click(fn=submit_model, inputs=[category, model_id], outputs=submit_model_result)

app.launch(share=True)