#!/usr/bin/python import sys from operator import itemgetter if len(sys.argv) <= 2: print "Usage: spans2labels.py phrase_context_index [order] [threshold] [languages={s,t,b}{s,t,b}] [type={tag,tok,both},{tag,tok,both}]" exit(1) order=1 threshold = 0 cutoff_cat = "" if len(sys.argv) > 2: order = int(sys.argv[2]) if len(sys.argv) > 3: threshold = float(sys.argv[3]) phr=ctx='t' if len(sys.argv) > 4: phr, ctx = sys.argv[4] assert phr in 'stb' assert ctx in 'stb' phr_typ = ctx_typ = 'both' if len(sys.argv) > 5: phr_typ, ctx_typ = sys.argv[5].split(',') assert phr_typ in ('tag', 'tok', 'both') assert ctx_typ in ('tag', 'tok', 'both') #print >>sys.stderr, "Loading phrase index" phrase_context_index = {} for line in file(sys.argv[1], 'r'): phrase,tail= line.split('\t') contexts = tail.split(" ||| ") try: # remove Phil's bizarre integer pair x,y = contexts[0].split() x=int(x); y=int(y) contexts = contexts[1:] except: pass if len(contexts) == 1: continue assert len(contexts) % 2 == 0 for i in range(0, len(contexts), 2): #parse contexts[i+1] = " C=1 P=0.8 ... " features=dict([ keyval.split('=') for keyval in contexts[i+1].split()]) category = features['C'] if features.has_key('P') and float(features['P']) < threshold: category = cutoff_cat phrase_context_index[(phrase,contexts[i])] = category #print (phrase,contexts[i]), category #print >>sys.stderr, "Labelling spans" for line in sys.stdin: #print >>sys.stderr, "line", line.strip() line_segments = line.split(' ||| ') assert len(line_segments) >= 3 source = ['' for x in range(order)] + line_segments[0].split() + ['' for x in range(order)] target = ['' for x in range(order)] + line_segments[1].split() + ['' for x in range(order)] phrases = [ [int(i) for i in x.split('-')] for x in line_segments[2].split()] if phr_typ != 'both' or ctx_typ != 'both': if phr in 'tb' or ctx in 'tb': target_toks = ['' for x in range(order)] + map(lambda x: x.rsplit('_', 1)[0], line_segments[1].split()) + ['' for x in range(order)] target_tags = ['' for x in range(order)] + map(lambda x: x.rsplit('_', 1)[-1], line_segments[1].split()) + ['' for x in range(order)] if phr in 'tb': if phr_typ == 'tok': targetP = target_toks elif phr_typ == 'tag': targetP = target_tags if ctx in 'tb': if ctx_typ == 'tok': targetC = target_toks elif ctx_typ == 'tag': targetC = target_tags if phr in 'sb' or ctx in 'sb': source_toks = ['' for x in range(order)] + map(lambda x: x.rsplit('_', 1)[0], line_segments[0].split()) + ['' for x in range(order)] source_tags = ['' for x in range(order)] + map(lambda x: x.rsplit('_', 1)[-1], line_segments[0].split()) + ['' for x in range(order)] if phr in 'sb': if phr_typ == 'tok': sourceP = source_toks elif phr_typ == 'tag': sourceP = source_tags if ctx in 'sb': if ctx_typ == 'tok': sourceC = source_toks elif ctx_typ == 'tag': sourceC = source_tags else: sourceP = sourceC = source targetP = targetC = target #print >>sys.stderr, "line", source, '---', target, 'phrases', phrases print "|||", for s1,s2,t1,t2 in phrases: s1 += order s2 += order t1 += order t2 += order phraset = phrases = contextt = contexts = '' if phr in 'tb': phraset = reduce(lambda x, y: x+y+" ", targetP[t1:t2], "").strip() if phr in 'sb': phrases = reduce(lambda x, y: x+y+" ", sourceP[s1:s2], "").strip() if ctx in 'tb': left_context = reduce(lambda x, y: x+y+" ", targetC[t1-order:t1], "") right_context = reduce(lambda x, y: x+y+" ", targetC[t2:t2+order], "").strip() contextt = "%s %s" % (left_context, right_context) if ctx in 'sb': left_context = reduce(lambda x, y: x+y+" ", sourceC[s1-order:s1], "") right_context = reduce(lambda x, y: x+y+" ", sourceC[s2:s2+order], "").strip() contexts = "%s %s" % (left_context, right_context) if phr == 'b': phrase = phraset + ' ' + phrases elif phr == 's': phrase = phrases else: phrase = phraset if ctx == 'b': context = contextt + ' ' + contexts elif ctx == 's': context = contexts else: context = contextt #print "%d-%d-%d-%d looking up" % (s1-order,s2-order,t1-order,t2-order), (phrase, context) label = phrase_context_index.get((phrase,context), cutoff_cat) if label != cutoff_cat: #cutoff'd spans are left unlabelled print "%d-%d-%d-%d:X%s" % (s1-order,s2-order,t1-order,t2-order,label), print