#!/usr/bin/env python # -*- coding: utf-8 -*- # Author: Rico Sennrich from __future__ import unicode_literals, division import sys import codecs import argparse # hack for python2/3 compatibility from io import open argparse.open = open def create_parser(subparsers=None): if subparsers: parser = subparsers.add_parser('segment-char-ngrams', formatter_class=argparse.RawDescriptionHelpFormatter, description="segment rare words into character n-grams") else: parser = argparse.ArgumentParser( formatter_class=argparse.RawDescriptionHelpFormatter, description="segment rare words into character n-grams") parser.add_argument( '--input', '-i', type=argparse.FileType('r'), default=sys.stdin, metavar='PATH', help="Input file (default: standard input).") parser.add_argument( '--vocab', type=argparse.FileType('r'), metavar='PATH', required=True, help="Vocabulary file.") parser.add_argument( '--shortlist', type=int, metavar='INT', default=0, help="do not segment INT most frequent words in vocabulary (default: '%(default)s')).") parser.add_argument( '-n', type=int, metavar='INT', default=2, help="segment rare words into character n-grams of size INT (default: '%(default)s')).") parser.add_argument( '--output', '-o', type=argparse.FileType('w'), default=sys.stdout, metavar='PATH', help="Output file (default: standard output)") parser.add_argument( '--separator', '-s', type=str, default='@@', metavar='STR', help="Separator between non-final subword units (default: '%(default)s'))") return parser def segment_char_ngrams(args): vocab = [line.split()[0] for line in args.vocab if len(line.split()) == 2] vocab = dict((y,x) for (x,y) in enumerate(vocab)) for line in args.input: for word in line.split(): if word not in vocab or vocab[word] > args.shortlist: i = 0 while i*args.n < len(word): args.output.write(word[i*args.n:i*args.n+args.n]) i += 1 if i*args.n < len(word): args.output.write(args.separator) args.output.write(' ') else: args.output.write(word + ' ') args.output.write('\n') if __name__ == '__main__': # python 2/3 compatibility if sys.version_info < (3, 0): sys.stderr = codecs.getwriter('UTF-8')(sys.stderr) sys.stdout = codecs.getwriter('UTF-8')(sys.stdout) sys.stdin = codecs.getreader('UTF-8')(sys.stdin) else: sys.stderr = codecs.getwriter('UTF-8')(sys.stderr.buffer) sys.stdout = codecs.getwriter('UTF-8')(sys.stdout.buffer) sys.stdin = codecs.getreader('UTF-8')(sys.stdin.buffer) parser = create_parser() args = parser.parse_args() if sys.version_info < (3, 0): args.separator = args.separator.decode('UTF-8') # read/write files as UTF-8 args.vocab = codecs.open(args.vocab.name, encoding='utf-8') if args.input.name != '': args.input = codecs.open(args.input.name, encoding='utf-8') if args.output.name != '': args.output = codecs.open(args.output.name, 'w', encoding='utf-8') segment_char_ngrams(args)