Created
July 29, 2022 10:07
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Split different kinds of CSV files - configure the delimiter, number of lines in each file, etc
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from os import mkdir | |
import pandas as pd | |
import sys | |
import argparse | |
import pathlib | |
parser = argparse.ArgumentParser(description="Split CSV documents") | |
parser.add_argument('input_filepath', | |
help="The input csv file you want to split") | |
parser.add_argument( | |
'target_folder_path', | |
help="The output folder where the splitted files will be put") | |
parser.add_argument('-d', | |
'--delimiter', | |
default=',', | |
help="The delimiter used inside the CSV file") | |
parser.add_argument('-hr', | |
'--header', | |
type=bool, | |
default=True, | |
help="Should treat the first column as header") | |
parser.add_argument('-l', | |
'--lines', | |
type=int, | |
default=10000, | |
help="Number of lines in each file") | |
args = parser.parse_args() | |
input_filepath = args.input_filepath | |
target_folder_path = args.target_folder_path | |
delimiter = args.delimiter | |
header = args.header | |
lines = args.lines | |
df = pd.read_csv(input_filepath, | |
delimiter=delimiter, | |
header=0 if header else None) | |
try: | |
mkdir(target_folder_path) | |
except FileExistsError: | |
print("The output folder already exists, continuing...") | |
input_stem = pathlib.Path(input_filepath).stem | |
output_folder = pathlib.Path(target_folder_path) | |
for i in range(0, len(df), lines): | |
sheet = df.loc[i:i + lines] | |
sheet.to_csv(output_folder / f'{input_stem}_{i}_to_{i+lines}.csv', | |
header=header, | |
sep=delimiter) |
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