Coverage for /pythoncovmergedfiles/medio/medio/usr/local/lib/python3.8/site-packages/tensorflow/python/util/compat.py: 51%

1# Copyright 2015 The TensorFlow Authors. All Rights Reserved. 

2# 

3# Licensed under the Apache License, Version 2.0 (the "License"); 

4# you may not use this file except in compliance with the License. 

5# You may obtain a copy of the License at 

6# 

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

8# 

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

10# distributed under the License is distributed on an "AS IS" BASIS, 

11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 

12# See the License for the specific language governing permissions and 

13# limitations under the License. 

14# ============================================================================== 

15"""Compatibility functions. 

16 

17The `tf.compat` module contains two sets of compatibility functions. 

18 

19## Tensorflow 1.x and 2.x APIs 

20 

21The `compat.v1` and `compat.v2` submodules provide a complete copy of both the 

22`v1` and `v2` APIs for backwards and forwards compatibility across TensorFlow 

23versions 1.x and 2.x. See the 

24[migration guide](https://www.tensorflow.org/guide/migrate) for details. 

25 

26## Utilities for writing compatible code 

27 

28Aside from the `compat.v1` and `compat.v2` submodules, `tf.compat` also contains 

29a set of helper functions for writing code that works in both: 

30 

31* TensorFlow 1.x and 2.x 

32* Python 2 and 3 

33 

34 

35## Type collections 

36 

37The compatibility module also provides the following aliases for common 

38sets of python types: 

39 

40* `bytes_or_text_types` 

41* `complex_types` 

42* `integral_types` 

43* `real_types` 

44""" 

45 

46import numbers as _numbers 

47 

48import numpy as _np 

49import six as _six 

50import codecs 

51 

52from tensorflow.python.util.tf_export import tf_export 

53 

54try: 

55 # This import only works on python 3.3 and above. 

56 import collections.abc as collections_abc # pylint: disable=unused-import 

57except ImportError: 

58 import collections as collections_abc # pylint: disable=unused-import 

59 

60 

61def as_bytes(bytes_or_text, encoding='utf-8'): 

62 """Converts `bytearray`, `bytes`, or unicode python input types to `bytes`. 

63 

64 Uses utf-8 encoding for text by default. 

65 

66 Args: 

67 bytes_or_text: A `bytearray`, `bytes`, `str`, or `unicode` object. 

68 encoding: A string indicating the charset for encoding unicode. 

69 

70 Returns: 

71 A `bytes` object. 

72 

73 Raises: 

74 TypeError: If `bytes_or_text` is not a binary or unicode string. 

75 """ 

76 # Validate encoding, a LookupError will be raised if invalid. 

77 encoding = codecs.lookup(encoding).name 

78 if isinstance(bytes_or_text, bytearray): 

79 return bytes(bytes_or_text) 

80 elif isinstance(bytes_or_text, _six.text_type): 

81 return bytes_or_text.encode(encoding) 

82 elif isinstance(bytes_or_text, bytes): 

83 return bytes_or_text 

84 else: 

85 raise TypeError('Expected binary or unicode string, got %r' % 

86 (bytes_or_text,)) 

87 

88 

89def as_text(bytes_or_text, encoding='utf-8'): 

90 """Converts any string-like python input types to unicode. 

91 

92 Returns the input as a unicode string. Uses utf-8 encoding for text 

93 by default. 

94 

95 Args: 

96 bytes_or_text: A `bytes`, `str`, or `unicode` object. 

97 encoding: A string indicating the charset for decoding unicode. 

98 

99 Returns: 

100 A `unicode` (Python 2) or `str` (Python 3) object. 

101 

102 Raises: 

103 TypeError: If `bytes_or_text` is not a binary or unicode string. 

104 """ 

105 # Validate encoding, a LookupError will be raised if invalid. 

106 encoding = codecs.lookup(encoding).name 

107 if isinstance(bytes_or_text, _six.text_type): 

108 return bytes_or_text 

109 elif isinstance(bytes_or_text, bytes): 

110 return bytes_or_text.decode(encoding) 

111 else: 

112 raise TypeError('Expected binary or unicode string, got %r' % bytes_or_text) 

113 

114 

115def as_str(bytes_or_text, encoding='utf-8'): 

116 return as_text(bytes_or_text, encoding) 

117 

118tf_export('compat.as_text')(as_text) 

119tf_export('compat.as_bytes')(as_bytes) 

120tf_export('compat.as_str')(as_str) 

121 

122 

123@tf_export('compat.as_str_any') 

124def as_str_any(value, encoding='utf-8'): 

125 """Converts input to `str` type. 

126 

127 Uses `str(value)`, except for `bytes` typed inputs, which are converted 

128 using `as_str`. 

129 

130 Args: 

131 value: A object that can be converted to `str`. 

132 encoding: Encoding for `bytes` typed inputs. 

133 

134 Returns: 

135 A `str` object. 

136 """ 

137 if isinstance(value, bytes): 

138 return as_str(value, encoding=encoding) 

139 else: 

140 return str(value) 

141 

142 

143@tf_export('compat.path_to_str') 

144def path_to_str(path): 

145 r"""Converts input which is a `PathLike` object to `str` type. 

146 

147 Converts from any python constant representation of a `PathLike` object to 

148 a string. If the input is not a `PathLike` object, simply returns the input. 

149 

150 Args: 

151 path: An object that can be converted to path representation. 

152 

153 Returns: 

154 A `str` object. 

155 

156 Usage: 

157 In case a simplified `str` version of the path is needed from an 

158 `os.PathLike` object. 

159 

160 Examples: 

161 ```python 

162 $ tf.compat.path_to_str('C:\XYZ\tensorflow\./.././tensorflow') 

163 'C:\XYZ\tensorflow\./.././tensorflow' # Windows OS 

164 $ tf.compat.path_to_str(Path('C:\XYZ\tensorflow\./.././tensorflow')) 

165 'C:\XYZ\tensorflow\..\tensorflow' # Windows OS 

166 $ tf.compat.path_to_str(Path('./corpus')) 

167 'corpus' # Linux OS 

168 $ tf.compat.path_to_str('./.././Corpus') 

169 './.././Corpus' # Linux OS 

170 $ tf.compat.path_to_str(Path('./.././Corpus')) 

171 '../Corpus' # Linux OS 

172 $ tf.compat.path_to_str(Path('./..////../')) 

173 '../..' # Linux OS 

174 

175 ``` 

176 """ 

177 if hasattr(path, '__fspath__'): 

178 path = as_str_any(path.__fspath__()) 

179 return path 

180 

181 

182def path_to_bytes(path): 

183 r"""Converts input which is a `PathLike` object to `bytes`. 

184 

185 Converts from any python constant representation of a `PathLike` object 

186 or `str` to bytes. 

187 

188 Args: 

189 path: An object that can be converted to path representation. 

190 

191 Returns: 

192 A `bytes` object. 

193 

194 Usage: 

195 In case a simplified `bytes` version of the path is needed from an 

196 `os.PathLike` object. 

197 """ 

198 if hasattr(path, '__fspath__'): 

199 path = path.__fspath__() 

200 return as_bytes(path) 

201 

202 

203# Numpy 1.8 scalars don't inherit from numbers.Integral in Python 3, so we 

204# need to check them specifically. The same goes from Real and Complex. 

205integral_types = (_numbers.Integral, _np.integer) 

206tf_export('compat.integral_types').export_constant(__name__, 'integral_types') 

207real_types = (_numbers.Real, _np.integer, _np.floating) 

208tf_export('compat.real_types').export_constant(__name__, 'real_types') 

209complex_types = (_numbers.Complex, _np.number) 

210tf_export('compat.complex_types').export_constant(__name__, 'complex_types') 

211 

212# Either bytes or text. 

213bytes_or_text_types = (bytes, _six.text_type) 

214tf_export('compat.bytes_or_text_types').export_constant(__name__, 

215 'bytes_or_text_types')