Coverage for /pythoncovmergedfiles/medio/medio/usr/local/lib/python3.8/site-packages/tensorflow/python/saved_model/signature_constants.py: 100%

1# Copyright 2016 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"""Signature constants for SavedModel save and restore operations. 

16 

17""" 

18from tensorflow.python.util.tf_export import tf_export 

19 

20 

21# Key in the signature def map for `default` serving signatures. The default 

22# signature is used in inference requests where a specific signature was not 

23# specified. 

24DEFAULT_SERVING_SIGNATURE_DEF_KEY = "serving_default" 

25tf_export( 

26 "saved_model.DEFAULT_SERVING_SIGNATURE_DEF_KEY", 

27 v1=[ 

28 "saved_model.DEFAULT_SERVING_SIGNATURE_DEF_KEY", 

29 "saved_model.signature_constants.DEFAULT_SERVING_SIGNATURE_DEF_KEY" 

30 ], 

31).export_constant(__name__, "DEFAULT_SERVING_SIGNATURE_DEF_KEY") 

32 

33################################################################################ 

34# Classification API constants. 

35 

36# Classification inputs. 

37CLASSIFY_INPUTS = "inputs" 

38tf_export( 

39 "saved_model.CLASSIFY_INPUTS", 

40 v1=[ 

41 "saved_model.CLASSIFY_INPUTS", 

42 "saved_model.signature_constants.CLASSIFY_INPUTS" 

43 ]).export_constant(__name__, "CLASSIFY_INPUTS") 

44 

45# Classification method name used in a SignatureDef. 

46CLASSIFY_METHOD_NAME = "tensorflow/serving/classify" 

47tf_export( 

48 "saved_model.CLASSIFY_METHOD_NAME", 

49 v1=[ 

50 "saved_model.CLASSIFY_METHOD_NAME", 

51 "saved_model.signature_constants.CLASSIFY_METHOD_NAME" 

52 ]).export_constant(__name__, "CLASSIFY_METHOD_NAME") 

53 

54# Classification classes output. 

55CLASSIFY_OUTPUT_CLASSES = "classes" 

56tf_export( 

57 "saved_model.CLASSIFY_OUTPUT_CLASSES", 

58 v1=[ 

59 "saved_model.CLASSIFY_OUTPUT_CLASSES", 

60 "saved_model.signature_constants.CLASSIFY_OUTPUT_CLASSES" 

61 ]).export_constant(__name__, "CLASSIFY_OUTPUT_CLASSES") 

62 

63# Classification scores output. 

64CLASSIFY_OUTPUT_SCORES = "scores" 

65tf_export( 

66 "saved_model.CLASSIFY_OUTPUT_SCORES", 

67 v1=[ 

68 "saved_model.CLASSIFY_OUTPUT_SCORES", 

69 "saved_model.signature_constants.CLASSIFY_OUTPUT_SCORES" 

70 ]).export_constant(__name__, "CLASSIFY_OUTPUT_SCORES") 

71 

72################################################################################ 

73# Prediction API constants. 

74 

75# Predict inputs. 

76PREDICT_INPUTS = "inputs" 

77tf_export( 

78 "saved_model.PREDICT_INPUTS", 

79 v1=[ 

80 "saved_model.PREDICT_INPUTS", 

81 "saved_model.signature_constants.PREDICT_INPUTS" 

82 ]).export_constant(__name__, "PREDICT_INPUTS") 

83 

84# Prediction method name used in a SignatureDef. 

85PREDICT_METHOD_NAME = "tensorflow/serving/predict" 

86tf_export( 

87 "saved_model.PREDICT_METHOD_NAME", 

88 v1=[ 

89 "saved_model.PREDICT_METHOD_NAME", 

90 "saved_model.signature_constants.PREDICT_METHOD_NAME" 

91 ]).export_constant(__name__, "PREDICT_METHOD_NAME") 

92 

93# Predict outputs. 

94PREDICT_OUTPUTS = "outputs" 

95tf_export( 

96 "saved_model.PREDICT_OUTPUTS", 

97 v1=[ 

98 "saved_model.PREDICT_OUTPUTS", 

99 "saved_model.signature_constants.PREDICT_OUTPUTS" 

100 ]).export_constant(__name__, "PREDICT_OUTPUTS") 

101 

102################################################################################ 

103# Regression API constants. 

104 

105# Regression inputs. 

106REGRESS_INPUTS = "inputs" 

107tf_export( 

108 "saved_model.REGRESS_INPUTS", 

109 v1=[ 

110 "saved_model.REGRESS_INPUTS", 

111 "saved_model.signature_constants.REGRESS_INPUTS" 

112 ]).export_constant(__name__, "REGRESS_INPUTS") 

113 

114# Regression method name used in a SignatureDef. 

115REGRESS_METHOD_NAME = "tensorflow/serving/regress" 

116tf_export( 

117 "saved_model.REGRESS_METHOD_NAME", 

118 v1=[ 

119 "saved_model.REGRESS_METHOD_NAME", 

120 "saved_model.signature_constants.REGRESS_METHOD_NAME" 

121 ]).export_constant(__name__, "REGRESS_METHOD_NAME") 

122 

123# Regression outputs. 

124REGRESS_OUTPUTS = "outputs" 

125tf_export( 

126 "saved_model.REGRESS_OUTPUTS", 

127 v1=[ 

128 "saved_model.REGRESS_OUTPUTS", 

129 "saved_model.signature_constants.REGRESS_OUTPUTS" 

130 ]).export_constant(__name__, "REGRESS_OUTPUTS") 

131 

132################################################################################ 

133# LINT.IfChange 

134# Train/Eval API constants. 

135# Not exported while export_all_saved_models is experimental. 

136DEFAULT_TRAIN_SIGNATURE_DEF_KEY = "train" 

137 

138DEFAULT_EVAL_SIGNATURE_DEF_KEY = "eval" 

139 

140SUPERVISED_TRAIN_METHOD_NAME = "tensorflow/supervised/training" 

141 

142SUPERVISED_EVAL_METHOD_NAME = "tensorflow/supervised/eval" 

143# LINT.ThenChange(//tensorflow/python/keras/saving/utils_v1/unexported_constants.py)