if __name__ == '__main__': args = docopt(__doc__) graph = AjguDB(args['--database'], logging=True) if args['conceptnet'] and args['load']: edges = chunks_to_rows(gzip_to_chunks(args['FILENAME'])) for edge in edges: _, relation, start, end, _ = edge # index only cool concepts if COOL.search(start) and COOL.search(end): with graph.transaction(): # get or create start start = Vertex(ref=start, concept=wordify(start)) new, start = graph.get_or_create(start) if new: graph.index(start, start['concept']) # get or create end end = Vertex(ref=end, concept=wordify(end)) new, end = graph.get_or_create(end) if new: graph.index(end, end['concept']) edge = start.link(end, relation=relation) graph.save(edge) if args['conceptnet'] and args['search']: query = args['QUERY'] query = ' '.join(query) for uid, score in graph.like(query): msg = '(uid: %s)\t(score: %s)\t%s' concept = graph.get(uid)['concept']