# parser_feature.py # # Author: Yuanbin Wu # National University of Singapore (NUS) # Date: 12 Mar 2013 # Version: 1.0 # # Contact: wuyb@comp.nus.edu.sg # # This script is distributed to support the CoNLL-2013 Shared Task. # It is free for research and educational purposes. import iparser class stanpartreenode: def __init__(self, strnode): if strnode == '': self.grammarrole = '' self.parent_index = -1 self.index = -1 self.parent_word = '' self.word = '' self.POS = '' return groleend = strnode.find('(') self.grammarrole = strnode[ : groleend] content = strnode[groleend + 1: len(strnode)-1] dadAndme = content.partition(', ') dad = dadAndme[0] me = dadAndme[2] dadsep = dad.rfind('-') mesep = me.rfind('-') self.parent_index = int(dad[dadsep + 1 : ]) - 1 self.parent_word = dad[0 : dadsep] self.index = int(me[mesep + 1 : ]) - 1 self.word = me[0 : mesep] self.POS = '' def DependTree_Batch(sentenceDumpedFileName, parsingDumpedFileName): sparser = iparser.stanfordparser() results = sparser.parse_batch(sentenceDumpedFileName, parsingDumpedFileName) nodeslist = [] k = 0 while k < len(results): PoSlist = results[k].split(' ') constituentstr = results[k+1] table = results[k+2].split('\n') nodes = [] for i in range(0, len(table)): nodes.append( stanpartreenode(table[i]) ) nodeslist.append((nodes, constituentstr, PoSlist)) k += 3 return nodeslist def DependTree_Batch_Parsefile(parsingDumpedFileName): f = open(parsingDumpedFileName, 'r') results = f.read().decode('utf-8').replace('\n\n\n', '\n\n\n\n').split('\n\n') f.close() nodeslist = [] k = 0 while k < len(results): PoSlist = results[k].split(' ') constituentstr = results[k+1] table = results[k+2].split('\n') nodes = [] for i in range(0, len(table)): nodes.append( stanpartreenode(table[i]) ) nodeslist.append((nodes, constituentstr, PoSlist)) k += 3 return nodeslist