from __future__ import unicode_literals def split(text): return [sent.strip() for sent in text.split('\n\n') if sent.strip()] def parse(sent_text, strip_bad_periods=False): sent_text = sent_text.strip() assert sent_text annot = [] words = [] id_map = {-1: -1} for i, line in enumerate(sent_text.split('\n')): word, tag, head, dep = _parse_line(line) if strip_bad_periods and words and _is_bad_period(words[-1], word): continue id_map[i] = len(words) annot.append({ 'id': len(words), 'word': word, 'tag': tag, 'head': int(head) - 1, 'dep': dep}) words.append(word) for entry in annot: entry['head'] = id_map[entry['head']] return words, annot def _is_bad_period(prev, period): if period != '.': return False elif prev == '.': return False elif not prev.endswith('.'): return False else: return True def _parse_line(line): pieces = line.split() if len(pieces) == 4: return pieces else: return pieces[1], pieces[3], pieces[5], pieces[6]