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CSV file splitter (each file after the split keeps the header line)
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#!/usr/bin/env python | |
import csv | |
import argparse | |
from itertools import islice | |
def load_csv(filename, headers=None): | |
reader = csv.reader(open(filename, "rU")) | |
if headers is None: | |
headers = next(reader) | |
else: | |
next(reader) | |
return headers, reader | |
def split_every(n, iterable): | |
i = iter(iterable) | |
piece = list(islice(i, n)) | |
while piece: | |
yield piece | |
piece = list(islice(i, n)) | |
def split_csv(filename, per_file, headers=None): | |
name, ext = filename.rsplit(".", 1) | |
newf = lambda n: ".".join([name, "part" + str(n), ext]) | |
headers, reader = load_csv(filename, headers) | |
for idx, rows in enumerate(split_every(per_file, reader)): | |
out_file = newf(idx) | |
print "Writing {} rows to {}".format(len(rows), out_file) | |
with open(out_file, "w") as f: | |
writer = csv.writer(f) | |
writer.writerow(headers) | |
writer.writerows(rows) | |
def main(): | |
parser = argparse.ArgumentParser( | |
description="Break CSV into multiple files") | |
parser.add_argument("filename", type=str, | |
help="Path to the CSV file") | |
parser.add_argument("-m", "--max-rows", type=int, default=500, | |
help="Maximum number of rows per file (default: 500)") | |
parser.add_argument("--headers", type=str, | |
help="Custom column headers") | |
args = parser.parse_args() | |
split_csv(args.filename, args.max_rows, args.headers) | |
if __name__ == "__main__": | |
main() |
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