import pandas as pd

_SPLIT = "validation"

df = pd.read_parquet("data/dataset_audio_" + _SPLIT +".parquet.gzip")

clipped_df = df.filter(["Probability", "Predicted Label", "Annotated Labels", "Probability Vector", "embedding_reduced"], 
                       axis=1)

clipped_df.to_parquet("data/dataset_audio_" + _SPLIT +"_clipped.parquet.gzip")