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from fastchat.serve.monitor.monitor import build_leaderboard_tab, build_basic_stats_tab, basic_component_values, leader_component_values |
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from fastchat.utils import build_logger, get_window_url_params_js |
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import argparse |
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import glob |
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import re |
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import gradio as gr |
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def load_demo(url_params, request: gr.Request): |
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logger.info(f"load_demo. ip: {request.client.host}. params: {url_params}") |
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return basic_component_values + leader_component_values |
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def build_demo(elo_results_file, leaderboard_table_file): |
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from fastchat.serve.gradio_web_server import block_css |
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text_size = gr.themes.sizes.text_lg |
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theme = gr.themes.Default.load("theme.json") |
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theme.text_size = text_size |
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theme.set( |
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button_large_text_size="40px", |
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button_small_text_size="40px", |
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button_large_text_weight="1000", |
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button_small_text_weight="1000", |
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button_shadow="*shadow_drop_lg", |
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button_shadow_hover="*shadow_drop_lg", |
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checkbox_label_shadow="*shadow_drop_lg", |
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button_shadow_active="*shadow_inset", |
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button_secondary_background_fill="*primary_300", |
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button_secondary_background_fill_dark="*primary_700", |
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button_secondary_background_fill_hover="*primary_200", |
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button_secondary_background_fill_hover_dark="*primary_500", |
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button_secondary_text_color="*primary_800", |
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button_secondary_text_color_dark="white", |
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) |
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with gr.Blocks( |
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title="Chatbot Arena Leaderboard", |
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theme=theme, |
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css=block_css, |
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) as demo: |
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leader_components = build_leaderboard_tab( |
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elo_results_file, leaderboard_table_file, arena_hard_file, show_plot=True, mirror=True |
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) |
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return demo |
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if __name__ == "__main__": |
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parser = argparse.ArgumentParser() |
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parser.add_argument("--share", action="store_true") |
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parser.add_argument("--host", default="0.0.0.0") |
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parser.add_argument("--port", type=int, default=7860) |
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args = parser.parse_args() |
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logger = build_logger("monitor", "monitor.log") |
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logger.info(f"args: {args}") |
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elo_result_files = glob.glob("elo_results_*.pkl") |
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elo_result_files.sort(key=lambda x: int(x[12:-4])) |
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elo_result_file = elo_result_files[-1] |
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leaderboard_table_files = glob.glob("leaderboard_table_*.csv") |
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leaderboard_table_files.sort(key=lambda x: int(x[18:-4])) |
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leaderboard_table_file = leaderboard_table_files[-1] |
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arena_hard_files = glob.glob("arena_hard_auto_leaderboard_*.csv") |
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arena_hard_files.sort(key=lambda x: float(x[29:32])) |
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arena_hard_file = arena_hard_files[-1] |
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demo = build_demo(elo_result_file, leaderboard_table_file) |
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demo.launch(share=args.share, server_name=args.host, server_port=args.port) |
