#!/usr/bin/env python import sys import os import argparse import logging import multiprocessing as mp import signal import cdec.sa extractor, prefix = None, None def make_extractor(config, grammars, features): global extractor, prefix signal.signal(signal.SIGINT, signal.SIG_IGN) # Let parent process catch Ctrl+C if features: load_features(features) extractor = cdec.sa.GrammarExtractor(config) prefix = grammars def load_features(features): logging.info('Loading additional feature definitions from %s', features) prefix = os.path.dirname(features) sys.path.append(prefix) __import__(os.path.basename(features).replace('.py', '')) sys.path.remove(prefix) def extract(inp): global extractor, prefix i, sentence = inp sentence = sentence[:-1] grammar_file = os.path.join(prefix, 'grammar.{0}'.format(i)) with open(grammar_file, 'w') as output: for rule in extractor.grammar(sentence): output.write(str(rule)+'\n') grammar_file = os.path.abspath(grammar_file) return '{2}'.format(grammar_file, i, sentence) def main(): logging.basicConfig(level=logging.INFO) parser = argparse.ArgumentParser(description='Extract grammars from a compiled corpus.') parser.add_argument('-c', '--config', required=True, help='extractor configuration') parser.add_argument('-g', '--grammars', required=True, help='grammar output path') parser.add_argument('-j', '--jobs', type=int, default=1, help='number of parallel extractors') parser.add_argument('-s', '--chunksize', type=int, default=10, help='number of sentences / chunk') parser.add_argument('-f', '--features', type=str, default=None, help='additional feature definitions') args = parser.parse_args() if not os.path.exists(args.grammars): os.mkdir(args.grammars) if not (args.features is None or args.features.endswith('.py')): sys.stderr.write('Error: feature definition file should be a python module\n') sys.exit(1) if args.jobs > 1: logging.info('Starting %d workers; chunk size: %d', args.jobs, args.chunksize) pool = mp.Pool(args.jobs, make_extractor, (args.config, args.grammars, args.features)) try: for output in pool.imap(extract, enumerate(sys.stdin), args.chunksize): print(output) except KeyboardInterrupt: pool.terminate() else: make_extractor(args.config, args.grammars, args.features) for output in map(extract, enumerate(sys.stdin)): print(output) if __name__ == '__main__': main()