#! /usr/bin/env python from __future__ import print_function import os import sys import inspect import warnings import argparse import codecs from collections import Counter # hack for python2/3 compatibility from io import open argparse.open = open def create_parser(subparsers=None): if subparsers: parser = subparsers.add_parser('get-vocab', formatter_class=argparse.RawDescriptionHelpFormatter, description="Generates vocabulary") else: parser = argparse.ArgumentParser( formatter_class=argparse.RawDescriptionHelpFormatter, description="Generates vocabulary") parser.add_argument( '--input', '-i', type=argparse.FileType('r'), default=sys.stdin, metavar='PATH', help="Input file (default: standard input).") parser.add_argument( '--output', '-o', type=argparse.FileType('w'), default=sys.stdout, metavar='PATH', help="Output file (default: standard output)") return parser def get_vocab(train_file, vocab_file): c = Counter() for line in train_file: for word in line.strip('\r\n ').split(' '): if word: c[word] += 1 for key,f in sorted(c.items(), key=lambda x: x[1], reverse=True): vocab_file.write(key+" "+ str(f) + "\n") if __name__ == "__main__": currentdir = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe()))) newdir = os.path.join(currentdir, 'subword_nmt') if os.path.isdir(newdir): warnings.simplefilter('default') warnings.warn( "this script's location has moved to {0}. This symbolic link will be removed in a future version. Please point to the new location, or install the package and use the command 'subword-nmt'".format(newdir), DeprecationWarning ) # 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() # read/write files as 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') get_vocab(args.input, args.output)