#!/usr/bin/env python2 import cdec import sys, argparse def hg2json(hg, weights): """ output a JSON representation of a cdec hypegraph (see http://aclweb.org/aclwiki/index.php?title=Hypergraph_Format ) """ res = '' res += "{\n" res += '"weights":{'+"\n" a = [] for i in weights: a.append( '"%s":%s'%(i[0], i[1]) ) res += ", ".join(a)+"\n" res += "},\n" res += '"nodes":'+"\n" res += "[\n" a = [] a.append( '{ "label":"root", "cat":"root" }' ) for i in hg.nodes: a.append( '{ "label":"%s", "cat":"%s", "left":%d, "right":%d }'%(i.id, i.cat, i.span[0], i.span[1]) ) res += ",\n".join(a)+"\n" res += "],\n" res += '"edges":'+"\n" res += "[\n" a = [] for i in hg.edges: s = "{" s += '"head":"%s"'%(i.head_node.id) s += ', "rule":"%s"'%(i.trule) s += ', "left":%d'%(i.span[0]) s += ', "right":%d'%(i.span[1]) #s += ', "leftx":%d'%(i.src_span[0]) #s += ', "rightx":%d'%(i.src_span[1]) s += ', "spans":"' q = 0 for z in i.tail_nodes: s+= "%s|||%d|||(%d,%d);"%(z.cat, q, z.span[0], z.span[1]) q += 1 s += '"' 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":[ "root" ],' s += xs s += ' "weight":%s }'%(i.prob) a.append(s) res += ",\n".join(a)+"\n" res += "]\n" res += "}\n" return res def main(): 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') 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() hg = decoder.translate(ins) 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) ) 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)) ) print hg2json(hg, decoder.weights) if __name__=="__main__": main()