Created
April 14, 2010 16:30
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Sample program inspired by the todo in kriskowal/xbin
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#!/usr/bin/env python | |
"""usage: %prog [-n N] | |
Returns a random uniform sample of the lines on stdin using a technique | |
called reservoir sampling [VITTER '85]. Preserves input ordering.""" | |
import sys | |
from optparse import OptionParser | |
p = OptionParser(usage = __doc__) | |
p.add_option( | |
'-n', default = 1, type = int, | |
help = 'number of lines to sample (default 1)') | |
(options, args) = p.parse_args() | |
if options.n < 1: | |
p.error('sample size must be positive') | |
import random | |
sample = [] | |
for i, line in enumerate(sys.stdin): | |
if i < options.n: | |
sample.append((i, line)) | |
else: | |
r = random.randrange(i+1) | |
if r < options.n: | |
sample[r] = (i, line) | |
sys.stdout.write(''.join(l for i,l in sorted(sample))) |
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