Created
July 27, 2019 06:56
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randomly pick n samples from each word/directory
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#!/usr/bin/python3 | |
# randomly pick n samples from each word/directory | |
# of speech_commands_v0.02/ data set: | |
# https://download.tensorflow.org/data/speech_commands_v0.02.tgz | |
# usage: subsample.py -f -n 300 * > ~/list.txt | |
# tar czf ~/dsc.tgz $(cat ~/list.txt) | |
import argparse, os, random | |
from warnings import warn | |
parser = argparse.ArgumentParser( | |
description='randomly pick n samples from each directory', | |
formatter_class=argparse.ArgumentDefaultsHelpFormatter) | |
parser.add_argument('-n', '--npd', type=int, default=300, | |
help='pick this many files from each directory') | |
parser.add_argument('-s', '--randomseed', type=str, default='', | |
help='random seed') | |
parser.add_argument('-f', '--keepfiles', action='store_true', | |
help='also include files on the command line') | |
parser.add_argument('dirs', nargs='*', help='dir1 dir2 ...') | |
args = parser.parse_args() | |
if args.randomseed: random.seed(args.randomseed) | |
for path in args.dirs: | |
if not os.path.isdir(path): | |
if args.keepfiles: | |
print(path) | |
continue | |
allfiles = [] | |
for f in os.listdir(path): | |
fp = path+'/'+f | |
if os.path.isfile(fp): | |
allfiles.append(fp) | |
if args.npd: | |
chosen = random.sample(allfiles, args.npd) if len(allfiles)>args.npd else allfiles | |
for fp in chosen: | |
print(fp) |
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