Coverage for /pythoncovmergedfiles/medio/medio/src/airflow/build/lib/airflow/utils/json.py: 37%

1# 

2# Licensed to the Apache Software Foundation (ASF) under one 

3# or more contributor license agreements. See the NOTICE file 

4# distributed with this work for additional information 

5# regarding copyright ownership. The ASF licenses this file 

6# to you under the Apache License, Version 2.0 (the 

7# "License"); you may not use this file except in compliance 

8# with the License. You may obtain a copy of the License at 

9# 

10# http://www.apache.org/licenses/LICENSE-2.0 

11# 

12# Unless required by applicable law or agreed to in writing, 

13# software distributed under the License is distributed on an 

14# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY 

15# KIND, either express or implied. See the License for the 

16# specific language governing permissions and limitations 

17# under the License. 

18from __future__ import annotations 

19 

20import json 

21from datetime import date, datetime 

22from decimal import Decimal 

23from typing import Any 

24 

25from flask.json.provider import JSONProvider 

26 

27from airflow.serialization.serde import CLASSNAME, DATA, SCHEMA_ID, deserialize, serialize 

28from airflow.utils.timezone import convert_to_utc, is_naive 

29 

30 

31class AirflowJsonProvider(JSONProvider): 

32 """JSON Provider for Flask app to use WebEncoder.""" 

33 

34 ensure_ascii: bool = True 

35 sort_keys: bool = True 

36 

37 def dumps(self, obj, **kwargs): 

38 kwargs.setdefault("ensure_ascii", self.ensure_ascii) 

39 kwargs.setdefault("sort_keys", self.sort_keys) 

40 return json.dumps(obj, **kwargs, cls=WebEncoder) 

41 

42 def loads(self, s: str | bytes, **kwargs): 

43 return json.loads(s, **kwargs) 

44 

45 

46class WebEncoder(json.JSONEncoder): 

47 """This encodes values into a web understandable format. There is no deserializer. 

48 

49 This parses datetime, dates, Decimal and bytes. In order to parse the custom 

50 classes and the other types, and since it's just to show the result in the UI, 

51 we return repr(object) for everything else. 

52 """ 

53 

54 def default(self, o: Any) -> Any: 

55 if isinstance(o, datetime): 

56 if is_naive(o): 

57 o = convert_to_utc(o) 

58 return o.isoformat() 

59 

60 if isinstance(o, date): 

61 return o.strftime("%Y-%m-%d") 

62 

63 if isinstance(o, Decimal): 

64 data = serialize(o) 

65 if isinstance(data, dict) and DATA in data: 

66 return data[DATA] 

67 if isinstance(o, bytes): 

68 try: 

69 return o.decode("unicode_escape") 

70 except UnicodeDecodeError: 

71 return repr(o) 

72 try: 

73 data = serialize(o) 

74 if isinstance(data, dict) and CLASSNAME in data: 

75 # this is here for backwards compatibility 

76 if ( 

77 data[CLASSNAME].startswith("numpy") 

78 or data[CLASSNAME] == "kubernetes.client.models.v1_pod.V1Pod" 

79 ): 

80 return data[DATA] 

81 return data 

82 except TypeError: 

83 return repr(o) 

84 

85 

86class XComEncoder(json.JSONEncoder): 

87 """This encoder serializes any object that has attr, dataclass or a custom serializer.""" 

88 

89 def default(self, o: object) -> Any: 

90 try: 

91 return serialize(o) 

92 except TypeError: 

93 return super().default(o) 

94 

95 def encode(self, o: Any) -> str: 

96 # checked here and in serialize 

97 if isinstance(o, dict) and (CLASSNAME in o or SCHEMA_ID in o): 

98 raise AttributeError(f"reserved key {CLASSNAME} found in dict to serialize") 

99 

100 # tuples are not preserved by std python serializer 

101 if isinstance(o, tuple): 

102 o = self.default(o) 

103 

104 return super().encode(o) 

105 

106 

107class XComDecoder(json.JSONDecoder): 

108 """ 

109 This decoder deserializes dicts to objects if they contain 

110 the `__classname__` key otherwise it will return the dict 

111 as is. 

112 """ 

113 

114 def __init__(self, *args, **kwargs) -> None: 

115 if not kwargs.get("object_hook"): 

116 kwargs["object_hook"] = self.object_hook 

117 

118 super().__init__(*args, **kwargs) 

119 

120 def object_hook(self, dct: dict) -> object: 

121 return deserialize(dct) 

122 

123 @staticmethod 

124 def orm_object_hook(dct: dict) -> object: 

125 """Creates a readable representation of a serialized object.""" 

126 return deserialize(dct, False) 

127 

128 

129# backwards compatibility 

130AirflowJsonEncoder = WebEncoder