app.py

import gradio as gr
from apscheduler.schedulers.background import BackgroundScheduler
from src.static.env import API, REPO_ID, HF_TOKEN
from src.static.about import TITLE, INTRO, ABOUT, DOCUMENTATION

from src.leaderboards.get_from_hub import get_leaderboard_info
from src.static.tag_info import *
from src.static.display import make_clickable


def restart_space():
    API.restart_space(repo_id=REPO_ID, token=HF_TOKEN)

LEADERBOARDS_TO_INFO, INFO_TO_LEADERBOARDS = get_leaderboard_info()

def update_leaderboards(show_all, modality_tags, submission_tags, test_set_tags, evaluation_tags, language_tags):
    spaces_of_interest = []
    if show_all:
        spaces_of_interest = INFO_TO_LEADERBOARDS["all"]
    else:
        for tag in modality_tags:
            spaces_of_interest.extend(INFO_TO_LEADERBOARDS["modality"][tag.lower()])
        for tag in submission_tags:
            spaces_of_interest.extend(INFO_TO_LEADERBOARDS["submission"][tag.lower()])
        for tag in test_set_tags:
            spaces_of_interest.extend(INFO_TO_LEADERBOARDS["test"][tag.lower()])
        for tag in evaluation_tags:
            spaces_of_interest.extend(INFO_TO_LEADERBOARDS["modality"][tag.lower()])
        for tag in language_tags:
            spaces_of_interest.extend(INFO_TO_LEADERBOARDS["language"][tag.lower()])

    return "- " + "\n - ".join([
        make_clickable(space) + 
        f"*Tags: {', '.join(LEADERBOARDS_TO_INFO[space]) if len(LEADERBOARDS_TO_INFO[space]) > 0 else 'None. Please fill the tags!'}*" 
        for space in spaces_of_interest
        ])



demo = gr.Blocks()
with demo:
    gr.Markdown(TITLE)
    gr.Markdown(INTRO, elem_classes="markdown-text")

    with gr.Tabs(elem_classes="tab-buttons") as tabs:
        with gr.TabItem("Search"):
            gr.Markdown("Let's look for leaderboards relevant for you! Select the categories of your choice")
            with gr.Row():
                with gr.Column():
                    show_all = gr.Checkbox(
                        value=False, 
                        label="Show all leaderboards"
                    )

                    modality_tags = gr.CheckboxGroup(
                        choices=[tag.name for tag in Modality],
                        value=[],
                        label="Modality of choice"
                    )
                    submission_tags = gr.CheckboxGroup(
                        choices=[tag.name for tag in SubmissionType],
                        value=[],
                        label="Submission type"
                    )
                    test_set_tags = gr.CheckboxGroup(
                        choices=[tag.name for tag in TestSetStatus],
                        value=[],
                        label="Test set status"
                    )
                with gr.Column():
                    evaluation_tags = gr.CheckboxGroup(
                        choices=[tag.name for tag in EvaluationCategory],
                        value=[],
                        label="Specific evaluation categories"
                    )
                    language_tags = gr.CheckboxGroup(
                        choices=[tag.capitalize() for tag in sorted(list(INFO_TO_LEADERBOARDS["language"].keys()))],
                        value=[],
                        label="Specific languages"
                    ) 
            with gr.Row():
                leaderboards = gr.Markdown(
                    value="",
                )

            for selector in [modality_tags, submission_tags, test_set_tags, evaluation_tags, language_tags]:
                selector.change(
                    lambda _: False,
                    outputs=show_all
                )
            for selector in [show_all, modality_tags, submission_tags, test_set_tags, evaluation_tags, language_tags]:
                selector.change(
                    update_leaderboards,
                    [show_all, modality_tags, submission_tags, test_set_tags, evaluation_tags, language_tags],
                    leaderboards,
                    queue=True,
                )

        with gr.TabItem("About"):
            gr.Markdown(ABOUT, elem_classes="markdown-text")

        with gr.TabItem("Documentation"):
            gr.Markdown(DOCUMENTATION, elem_classes="markdown-text")

scheduler = BackgroundScheduler()
scheduler.add_job(restart_space, "interval", seconds=10800) # restarted every 3h
scheduler.start()

demo.queue(default_concurrency_limit=40).launch()