Created
October 7, 2013 11:06
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''' | |
split a file into two randomly, line by line. | |
Usage: split.py <input file> <output file 1> <output file 2> [<probability of writing to the first file>] [<random seed>]' | |
''' | |
import csv | |
import sys | |
import random | |
input_file = sys.argv[1] | |
output_file1 = sys.argv[2] | |
output_file2 = sys.argv[3] | |
try: | |
P = float( sys.argv[4] ) | |
except IndexError: | |
P = 0.9 | |
try: | |
seed = sys.argv[5] | |
except IndexError: | |
seed = None | |
print "P = %s" % ( P ) | |
if seed: | |
random.seed( seed ) | |
i = open( input_file ) | |
o1 = open( output_file1, 'wb' ) | |
o2 = open( output_file2, 'wb' ) | |
reader = csv.reader( i ) | |
writer1 = csv.writer( o1 ) | |
writer2 = csv.writer( o2 ) | |
#headers = reader.next() | |
#writer1.writerow( headers ) | |
#writer2.writerow( headers ) | |
counter = 0 | |
for line in reader: | |
r = random.random() | |
if r > P: | |
writer2.writerow( line ) | |
else: | |
writer1.writerow( line ) | |
counter += 1 | |
if counter % 100000 == 0: | |
print counter | |
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