process-pool.py

import datetime
import gzip
import csv
from glob import glob
import concurrent.futures

cutoff = datetime.datetime.now() - datetime.timedelta(days=6 * 30)


def count(fn, i):
    print(i, fn)
    count = total = 0
    with gzip.open(fn, 'rt') as f:
        reader = csv.reader(f)
        for line in reader:
            lastmodified = datetime.datetime.strptime(
                line[3],
                '%Y-%m-%dT%H:%M:%S.%fZ'
            )
            if lastmodified > cutoff:
                count += 1
            total += 1

    return total, count


def run():
    total = recent = 0
    futures = []
    with concurrent.futures.ProcessPoolExecutor() as executor:
        for i, fn in enumerate(glob('*.csv.gz')):
            if len(fn) == 39:
                futures.append(executor.submit(count, fn, i))
        for future in concurrent.futures.as_completed(futures):
            t, c = future.result()
            total += t
            recent += c

    print(total)
    print(recent)
    print('{:.1f}%'.format(100 * recent / total))


run()