app.py

import io
import gradio as gr
from gradio_leaderboard import Leaderboard
from apscheduler.schedulers.background import BackgroundScheduler

from src.about import (
    CITATION_BUTTON_LABEL,
    CITATION_BUTTON_TEXT,
    INTRODUCTION_TEXT,
    LLM_BENCHMARKS_TEXT,
    TITLE,
    TITLE_IMAGE,
)
from src.display.css_html_js import custom_css
from src.display.utils import (
    BENCHMARK_COLS,
    COLS,
    AutoEvalColumn,
    fields,
)
from src.envs import API, EVAL_RESULTS_PATH, REPO_ID
from src.populate import get_leaderboard_df


def restart_space():
    API.restart_space(repo_id=REPO_ID)

LEADERBOARD_DF = get_leaderboard_df(EVAL_RESULTS_PATH, COLS, BENCHMARK_COLS)

def init_leaderboard(dataframe):
    if dataframe is None or dataframe.empty:
        raise ValueError("Leaderboard DataFrame is empty or None.")
    
    return Leaderboard(
        value=dataframe,
        datatype=[c.type for c in fields(AutoEvalColumn)],
        search_columns=[AutoEvalColumn.model.name],
        interactive=False
    )

def download_csv():
    with io.StringIO() as buffer:
        LEADERBOARD_DF.to_csv(buffer, index=False)
        return buffer.getvalue()

gui = gr.Blocks(css=custom_css)
with gui:
    gr.HTML(TITLE_IMAGE)
    gr.HTML(TITLE)
    gr.Markdown(INTRODUCTION_TEXT, elem_classes="markdown-text")

    with gr.Tabs(elem_classes="tab-buttons") as tabs:
        with gr.TabItem("🏅 LLM Benchmark", elem_id="llm-benchmark-tab-table", id=0):
            leaderboard = init_leaderboard(LEADERBOARD_DF.style.highlight_max(color = 'lightgreen', axis=0).data)

        with gr.TabItem("📝 About", elem_id="llm-benchmark-tab-table", id=2):
            gr.Markdown(LLM_BENCHMARKS_TEXT, elem_classes="markdown-text")

    with gr.Row():
        with gr.Accordion("💾 Download as CSV", open=False):
            download_button = gr.Button("Click to Generate CSV File")
            csv_output = gr.File(label="Generated File")

            def generate_csv_file():
                csv_content = download_csv()
                csv_output.visible=True
                with open("bluebench.csv", "w", encoding="utf-8") as f:
                    f.write(csv_content)
                    return "bluebench.csv"
                
            download_button.click(fn=generate_csv_file, outputs=csv_output)

    with gr.Row():
        with gr.Accordion("📙 Citation", open=False):
            citation_button = gr.Textbox(
                value=CITATION_BUTTON_TEXT,
                label=CITATION_BUTTON_LABEL,
                lines=20,
                elem_id="citation-button",
                show_copy_button=True,
            )

scheduler = BackgroundScheduler()
scheduler.add_job(restart_space, "interval", seconds=1800)
scheduler.start()
gui.queue(default_concurrency_limit=40).launch()