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import gradio as gr | |
from huggingface_hub import HfApi | |
from matchmaking import * | |
from background_task import init_matchmaking, get_elo_data | |
from apscheduler.schedulers.background import BackgroundScheduler | |
matchmaking = Matchmaking() | |
api = HfApi() | |
# launch | |
scheduler = BackgroundScheduler() | |
scheduler.add_job(func=init_matchmaking, trigger="interval", seconds=300) | |
scheduler.start() | |
def update_elos(): | |
matchmaking.read_history() | |
matchmaking.compute_elo() | |
matchmaking.save_elo_data() | |
with gr.Blocks() as block: | |
gr.Markdown(f""" | |
# ๐ AI vs. AI SoccerTwos Leaderboard โฝ | |
In this leaderboard, you can find the ELO score and the rank of your trained model for the SoccerTwos environment. | |
You **can click on the model's name** to be redirected to its model card page. | |
๐ค For more information about this AI vs. AI challenge and to participate? Check: [ADD LINK]. | |
""") | |
with gr.Row(): | |
output = gr.components.Dataframe( | |
value=get_elo_data, | |
headers=["Ranking ๐", "User ๐ค", "Model id ๐ค", "ELO ๐", "Games played ๐ฎ"], | |
datatype=["number", "markdown", "markdown", "number", "number"] | |
) | |
with gr.Row(): | |
refresh = gr.Button("Refresh") | |
refresh.click(get_elo_data, inputs=[], outputs=output) | |
block.launch() | |