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import gradio as gr
import polars as pl
from data import df, game_df, compute_pitch_stats
from gradio_function import *
from css import css
# pitch_stats = pitch_stats.rename({'name': 'Player', 'pitch_name': 'Pitch'})
def filter_pitch_leaderboard(season, min_pitches):
return (
compute_pitch_stats(df.filter(pl.col('game_year') == season))
.filter(pl.col('Count') >= min_pitches)
.sort('CSW%', descending=True)
)
def create_pitch_leaderboard():
with gr.Blocks(
css=css
) as demo:
init_min_pitches = 100
init_season = df['game_year'].max()
init_pitch_stats = filter_pitch_leaderboard(init_season, init_min_pitches)
init_pitch_stats.write_csv('pitch_leaderboard.csv')
pitch_leaderboard_df = gr.State(init_pitch_stats)
with gr.Row():
season = gr.Number(init_season, precision=0, label='Season')
min_pitches = gr.Number(init_min_pitches, precision=0, label='Min. Pitches')
pitch_leaderboard_download_file = gr.DownloadButton(value='pitch_leaderboard.csv', label='Download leaderboard')
pitch_leaderboard = gr.Dataframe(value=pitch_leaderboard_df.value)
for component in (season, min_pitches):
component.change(filter_pitch_leaderboard, inputs=[season, min_pitches], outputs=pitch_leaderboard_df)
(
pitch_leaderboard_df
.change(create_set_download_file_fn('files/pitch_leaderboard.csv'), inputs=pitch_leaderboard_df, outputs=pitch_leaderboard_download_file)
.then(lambda df: df, inputs=pitch_leaderboard_df, outputs=pitch_leaderboard)
)
return demo
demo = create_pitch_leaderboard()
if __name__ == '__main__':
create_pitch_leaderboard().launch(
share=True,
debug=True
)
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