86 lines
3.1 KiB
Python
Executable File
86 lines
3.1 KiB
Python
Executable File
#!/usr/bin/env python
|
|
import sys
|
|
import os
|
|
|
|
libdir = os.path.join(os.path.dirname(os.path.realpath(__file__)), '../lib')
|
|
sys.path.append(libdir)
|
|
import jdecode
|
|
|
|
|
|
def update_ngrams(lines, gramdict, grams):
|
|
for line in lines:
|
|
for i in range(0, len(line) - (grams - 1)):
|
|
ngram = ' '.join([line[i + j] for j in range(0, grams)])
|
|
if ngram in gramdict:
|
|
gramdict[ngram] += 1
|
|
else:
|
|
gramdict[ngram] = 1
|
|
|
|
def describe_bins(gramdict, bins):
|
|
bins = sorted(bins)
|
|
counts = [0 for _ in range(0, len(bins) + 1)]
|
|
|
|
for ngram in gramdict:
|
|
for i in range(0, len(bins) + 1):
|
|
if i < len(bins):
|
|
if gramdict[ngram] <= bins[i]:
|
|
counts[i] += 1
|
|
break
|
|
else:
|
|
# didn't fit into any of the smaller bins, stick in on the end
|
|
counts[-1] += 1
|
|
|
|
for i in range(0, len(counts)):
|
|
if counts[i] > 0:
|
|
print (' ' + (str(bins[i]) if i < len(bins) else str(bins[-1]) + '+')
|
|
+ ': ' + str(counts[i]))
|
|
|
|
def main(fname, oname, gmin = 2, gmax = 8, verbose = True):
|
|
gmin = int(gmin)
|
|
gmax = int(gmax)
|
|
bins = [1, 2, 3, 10, 30, 100, 300, 1000]
|
|
if gmin < 2 or gmax < gmin:
|
|
print 'invalid gram sizes: ' + str(gmin) + '-' + str(gmax)
|
|
exit(1)
|
|
|
|
# may need to set special arguments here
|
|
cards = jdecode.mtg_open_file(fname, verbose=verbose)
|
|
|
|
for grams in range(gmin, gmax+1):
|
|
if verbose:
|
|
print 'generating ' + str(grams) + '-grams...'
|
|
gramdict = {}
|
|
for card in cards:
|
|
update_ngrams(card.text_lines_words, gramdict, grams)
|
|
|
|
oname_full = oname + '.' + str(grams) + 'g'
|
|
if verbose:
|
|
print ' writing ' + str(len(gramdict)) + ' unique ' + str(grams) + '-grams to ' + oname_full
|
|
describe_bins(gramdict, bins)
|
|
|
|
with open(oname_full, 'wt') as f:
|
|
for ngram in sorted(gramdict,
|
|
lambda x,y: cmp(gramdict[x], gramdict[y]),
|
|
reverse = True):
|
|
f.write((ngram + ': ' + str(gramdict[ngram]) + '\n').encode('utf-8'))
|
|
|
|
if __name__ == '__main__':
|
|
|
|
import argparse
|
|
parser = argparse.ArgumentParser()
|
|
|
|
parser.add_argument('infile', #nargs='?'. default=None,
|
|
help='encoded card file or json corpus to process')
|
|
parser.add_argument('outfile', #nargs='?', default=None,
|
|
help='base name of output file, outputs ending in .2g, .3g etc. will be produced')
|
|
parser.add_argument('-min', '--min', action='store', default='2',
|
|
help='minimum gram size to compute')
|
|
parser.add_argument('-max', '--max', action='store', default='8',
|
|
help='maximum gram size to compute')
|
|
parser.add_argument('-v', '--verbose', action='store_true',
|
|
help='verbose output')
|
|
|
|
args = parser.parse_args()
|
|
main(args.infile, args.outfile, gmin=args.min, gmax=args.max, verbose=args.verbose)
|
|
exit(0)
|