Delete edit_parquest.py
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edit_parquest.py
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import pandas as pd
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from pathlib import Path
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# Specify the folder path containing parquet files
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folder_path = "/Users/fredericlegrand/Documents/Code/Python tests/temp/data/chunk-000"
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# Iterate through all parquet files in the folder
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for file in Path(folder_path).glob("*.parquet"):
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# Read parquet file
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df = pd.read_parquet(file)
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# Slice the first 6 items from the arrays in "action" and "observation.state"
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df["action"] = df["action"].apply(lambda x: x[:6])
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df["observation.state"] = df["observation.state"].apply(lambda x: x[:6])
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# Overwrite the original file with the modified data
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df.to_parquet(file)
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print(f"Processed {file.name}")
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print("All files processed.")
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