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October 7, 2021 04:31
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Split .csv files by rows.
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def split_and_save_df(df, name='NoName', chunk_size=100, output_dir=''): | |
"""Split a dataframe and save each chunk in a different csv file. | |
Parameters: | |
df : data frame ( df = pd.read_csv('file.csv') | |
name : name of output file | |
chunk_size : chunk size | |
output_dir : directory where to write the divided dataframe | |
""" | |
import os | |
for i in range(0, df.shape[0], chunk_size): | |
start = i | |
end = min(i + chunk_size - 1, df.shape[0]) | |
subset = df.loc[start:end] | |
output_path = os.path.join(output_dir, f"{name}_{start}_{end}.csv") | |
print(f">> Going to write into {output_path}") | |
subset.to_csv(output_path) | |
output_size = os.stat(output_path).st_size | |
print(f">> Wrote {output_size} bytes") |
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