diff options
Diffstat (limited to 'example')
| -rwxr-xr-x | example/cdec/cdec2json.py | 94 |
1 files changed, 48 insertions, 46 deletions
diff --git a/example/cdec/cdec2json.py b/example/cdec/cdec2json.py index 66bc8b4..fda5604 100755 --- a/example/cdec/cdec2json.py +++ b/example/cdec/cdec2json.py @@ -2,52 +2,64 @@ import cdec import sys, argparse -import json, gzip +import json +import codecs def hg2json(hg, weights): """ - hackishly output a JSON representation of a cdec hypegraph - - TODO: cdec now uses boost's serialization instead of JSON - (github repo @b88176dc4fd53480e77d601ff63bf5300cf8fc7f - still uses the old format) + output a JSON representation of a cdec hypegraph + (see http://aclweb.org/aclwiki/index.php?title=Hypergraph_Format ) """ res = '' res += "{\n" - # rules - res += '"rules":[\n' - rules = [] - for i in hg.edges: - s = json.dumps(str(i.trule)) - try: - rules.index(s) - except: - rules.append(s) - res += ",\n".join(rules) - res += "\n],\n" - # nodes + res += '"weights":{'+"\n" + a = [] + for i in weights: + a.append( '%s:%f'%(json.dumps(i[0]), i[1]) ) + res += ", ".join(a)+"\n" + res += "},\n" res += '"nodes":'+"\n" res += "[\n" a = [] - a.append('{ "id":0, "symbol":"root", "span":[-1,-1] }') + a.append( '{ "id":-1, "cat":"root", "span":[-1,-1] }' ) for i in hg.nodes: - a.append('{ "id":%d, "symbol":"%s", "span":[%d,%d] }'%(i.id+1, i.cat, i.span[0], i.span[1])) + a.append( '{ "id":%d, "cat":"%s", "span":[%d, %d] }'%(i.id, i.cat, i.span[0], i.span[1]) ) res += ",\n".join(a)+"\n" res += "],\n" - # edges res += '"edges":'+"\n" res += "[\n" a = [] for i in hg.edges: s = "{" - s += '"head":%d'%(i.head_node.id+1) - s += ', "rule":%s'%(rules.index(json.dumps(str(i.trule)))) - # tails - if len(list(i.tail_nodes)) > 0: - s += ', "tails":[ %s ],'%(",".join([str(n.id+1) for n in i.tail_nodes])) + s += '"head":%d'%(i.head_node.id) + xs = ' "f":{' + b = [] + for j in i.feature_values: + b.append( '"%s":%s'%(j[0], j[1]) ) + xs += ", ".join(b) + xs += "}," + c = [] + for j in i.tail_nodes: + c.append(str(j.id)) + if len(c) > 0: + s += ', "tails":[ %s ],'%(",".join(c)) else: - s += ', "tails":[ 0 ],' - s += ' "score":%s }'%(i.prob) + s += ', "tails":[ -1 ],' + s += xs + f = [] + for x in i.trule.f: + if type(x) == type(u'x'): + f.append(codecs.encode(x, 'utf-8')) + else: + f.append(str(x)) + e = [] + for x in i.trule.e: + if type(x) == type(u'x'): + e.append(codecs.encode(x, 'utf-8')) + else: + e.append(str(x)) + s += " \"rule\":\"%s ||| %s ||| %s\""%(str(i.trule.lhs), json.dumps(" ".join(f))[1:-1], json.dumps(" ".join(e))[1:-1]) + s += ' }' a.append(s) res += ",\n".join(a)+"\n" res += "]\n" @@ -55,38 +67,28 @@ def hg2json(hg, weights): return res def main(): - parser = argparse.ArgumentParser(description='get a nice json representation of cdec hypergraphs') + parser = argparse.ArgumentParser(description='get a proper json representation of cdec hypergraphs') parser.add_argument('-c', '--config', required=True, help='decoder configuration') parser.add_argument('-w', '--weights', required=True, help='feature weights') - parser.add_argument('-g', '--grammar', required=False, help='grammar') args = parser.parse_args() with open(args.config) as config: config = config.read() decoder = cdec.Decoder(config) decoder.read_weights(args.weights) ins = sys.stdin.readline().strip() - if args.grammar: - if args.grammar.split('.')[-1] == 'gz': - with gzip.open(args.grammar) as grammar: - grammar = grammar.read() - else: - with open(args.grammar) as grammar: - grammar = grammar.read() - hg = decoder.translate(ins, grammar=grammar) - else: - hg = decoder.translate(ins) + hg = decoder.translate(ins) - sys.stderr.write("input:\n '%s'\n"%(ins)) - sys.stderr.write("viterbi translation:\n '%s'\n"%(hg.viterbi())) + sys.stderr.write( "input:\n '%s'\n"%(ins) ) + sys.stderr.write( "viterbi translation:\n '%s'\n"%(hg.viterbi()) ) num_nodes = 0 for i in hg.nodes: num_nodes+=1 - sys.stderr.write("# nodes = %s\n"%(num_nodes)) + sys.stderr.write( "# nodes = %s\n"%(num_nodes) ) num_edges = 0 for i in hg.edges: num_edges+=1 - sys.stderr.write("# edges = %s\n"%(num_edges)) - sys.stderr.write("viterbi score = %s\n"%(round(hg.viterbi_features().dot(decoder.weights), 2))) + sys.stderr.write( "# edges = %s\n"%(num_edges) ) + sys.stderr.write( "viterbi score = %s\n"%(round(hg.viterbi_features().dot(decoder.weights), 2)) ) - print hg2json(hg, decoder.weights).encode('utf-8') + print hg2json(hg, decoder.weights) if __name__=="__main__": main() |