def build_leaderboard_tab()

in fastchat/serve/monitor/monitor.py [0:0]

• 39 lines of code
• 6 McCabe index (conditional complexity)

def build_leaderboard_tab(elo_results_file, leaderboard_table_file):
    if elo_results_file is None:  # Do live update
        md = "Loading ..."
        p1 = p2 = p3 = p4 = None
    else:
        with open(elo_results_file, "rb") as fin:
            elo_results = pickle.load(fin)

        md = make_leaderboard_md(elo_results)
        p1 = elo_results["win_fraction_heatmap"]
        p2 = elo_results["battle_count_heatmap"]
        p3 = elo_results["bootstrap_elo_rating"]
        p4 = elo_results["average_win_rate_bar"]

    md_1 = gr.Markdown(md, elem_id="leaderboard_markdown")

    if leaderboard_table_file:
        data = load_leaderboard_table_csv(leaderboard_table_file)
        headers = [
            "Model",
            "Arena Elo rating",
            "MT-bench (score)",
            "MMLU",
            "License",
        ]
        values = []
        for item in data:
            row = []
            for key in headers:
                value = item[key]
                row.append(value)
            values.append(row)
        values.sort(key=lambda x: -x[1] if not np.isnan(x[1]) else 1e9)

        headers[1] = "⭐ " + headers[1]
        headers[2] = "📈 " + headers[2]

        gr.Dataframe(
            headers=headers,
            datatype=["markdown", "number", "number", "number", "str"],
            value=values,
            elem_id="leaderboard_dataframe",
        )
        gr.Markdown(