# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. class HashableDict(dict): def __hash__(self): try: return hash(tuple(sorted(self.items()))) except: return hash(tuple(sorted(str(x) for x in self.items()))) @classmethod def of(cls, o): if isinstance(o, (tuple, set, list)): return tuple([cls.of(e) for e in o]) elif not isinstance(o, (dict, HashableDict)): return o new_o = HashableDict() for k, v in o.items(): if isinstance(k, (set, list)): new_o[tuple(k)] = cls.of(v) else: new_o[k] = cls.of(v) return new_o