diff --git a/learnware/market/easy.py b/learnware/market/easy.py index d7d736e..a0440f2 100644 --- a/learnware/market/easy.py +++ b/learnware/market/easy.py @@ -709,7 +709,7 @@ class EasyMarket(BaseMarket): ------- float matching score ranged from [0, 100] - """ + """ for key in semantic_spec1.keys(): v1 = semantic_spec1[key]["Values"] v2 = semantic_spec2[key]["Values"] @@ -753,12 +753,12 @@ class EasyMarket(BaseMarket): for learnware in learnware_list: learnware_semantic_spec = learnware.get_specification().get_semantic_spec() user_semantic_spec = user_info.get_semantic_spec() - match_score = match_semantic_spec(user_semantic_spec, learnware_semantic_spec) + match_score = match_semantic_spec_fuzz(user_semantic_spec, learnware_semantic_spec) if match_score >= min_score: matched_learnwares.append(learnware) matched_scores.append(match_score) - sort_idx = sorted(list(range(len(matched_scores))), lambda k: matched_scores[k], reverse=True)[:max_num] + sort_idx = sorted(list(range(len(matched_scores))), key=lambda k: matched_scores[k], reverse=True)[:max_num] matched_learnwares = [matched_learnwares[idx] for idx in sort_idx] logger.info("semantic_spec search: choose %d from %d learnwares" % (len(matched_learnwares), len(learnware_list)))