1// Copyright 2020 Google LLC 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// Code generated by protoc-gen-go. DO NOT EDIT. 16// versions: 17// protoc-gen-go v1.22.0 18// protoc v3.11.2 19// source: google/cloud/automl/v1/model_evaluation.proto 20 21package automl 22 23import ( 24 reflect "reflect" 25 sync "sync" 26 27 proto "github.com/golang/protobuf/proto" 28 timestamp "github.com/golang/protobuf/ptypes/timestamp" 29 _ "google.golang.org/genproto/googleapis/api/annotations" 30 protoreflect "google.golang.org/protobuf/reflect/protoreflect" 31 protoimpl "google.golang.org/protobuf/runtime/protoimpl" 32) 33 34const ( 35 // Verify that this generated code is sufficiently up-to-date. 36 _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) 37 // Verify that runtime/protoimpl is sufficiently up-to-date. 38 _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) 39) 40 41// This is a compile-time assertion that a sufficiently up-to-date version 42// of the legacy proto package is being used. 43const _ = proto.ProtoPackageIsVersion4 44 45// Evaluation results of a model. 46type ModelEvaluation struct { 47 state protoimpl.MessageState 48 sizeCache protoimpl.SizeCache 49 unknownFields protoimpl.UnknownFields 50 51 // Output only. Problem type specific evaluation metrics. 52 // 53 // Types that are assignable to Metrics: 54 // *ModelEvaluation_ClassificationEvaluationMetrics 55 // *ModelEvaluation_TranslationEvaluationMetrics 56 // *ModelEvaluation_ImageObjectDetectionEvaluationMetrics 57 // *ModelEvaluation_TextSentimentEvaluationMetrics 58 // *ModelEvaluation_TextExtractionEvaluationMetrics 59 Metrics isModelEvaluation_Metrics `protobuf_oneof:"metrics"` 60 // Output only. Resource name of the model evaluation. 61 // Format: 62 // 63 // `projects/{project_id}/locations/{location_id}/models/{model_id}/modelEvaluations/{model_evaluation_id}` 64 Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` 65 // Output only. The ID of the annotation spec that the model evaluation applies to. The 66 // The ID is empty for the overall model evaluation. 67 // For Tables annotation specs in the dataset do not exist and this ID is 68 // always not set, but for CLASSIFICATION 69 // 70 // [prediction_type-s][google.cloud.automl.v1.TablesModelMetadata.prediction_type] 71 // the 72 // [display_name][google.cloud.automl.v1.ModelEvaluation.display_name] 73 // field is used. 74 AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"` 75 // Output only. The value of 76 // [display_name][google.cloud.automl.v1.AnnotationSpec.display_name] 77 // at the moment when the model was trained. Because this field returns a 78 // value at model training time, for different models trained from the same 79 // dataset, the values may differ, since display names could had been changed 80 // between the two model's trainings. For Tables CLASSIFICATION 81 // 82 // [prediction_type-s][google.cloud.automl.v1.TablesModelMetadata.prediction_type] 83 // distinct values of the target column at the moment of the model evaluation 84 // are populated here. 85 // The display_name is empty for the overall model evaluation. 86 DisplayName string `protobuf:"bytes,15,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` 87 // Output only. Timestamp when this model evaluation was created. 88 CreateTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` 89 // Output only. The number of examples used for model evaluation, i.e. for 90 // which ground truth from time of model creation is compared against the 91 // predicted annotations created by the model. 92 // For overall ModelEvaluation (i.e. with annotation_spec_id not set) this is 93 // the total number of all examples used for evaluation. 94 // Otherwise, this is the count of examples that according to the ground 95 // truth were annotated by the 96 // 97 // [annotation_spec_id][google.cloud.automl.v1.ModelEvaluation.annotation_spec_id]. 98 EvaluatedExampleCount int32 `protobuf:"varint,6,opt,name=evaluated_example_count,json=evaluatedExampleCount,proto3" json:"evaluated_example_count,omitempty"` 99} 100 101func (x *ModelEvaluation) Reset() { 102 *x = ModelEvaluation{} 103 if protoimpl.UnsafeEnabled { 104 mi := &file_google_cloud_automl_v1_model_evaluation_proto_msgTypes[0] 105 ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) 106 ms.StoreMessageInfo(mi) 107 } 108} 109 110func (x *ModelEvaluation) String() string { 111 return protoimpl.X.MessageStringOf(x) 112} 113 114func (*ModelEvaluation) ProtoMessage() {} 115 116func (x *ModelEvaluation) ProtoReflect() protoreflect.Message { 117 mi := &file_google_cloud_automl_v1_model_evaluation_proto_msgTypes[0] 118 if protoimpl.UnsafeEnabled && x != nil { 119 ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) 120 if ms.LoadMessageInfo() == nil { 121 ms.StoreMessageInfo(mi) 122 } 123 return ms 124 } 125 return mi.MessageOf(x) 126} 127 128// Deprecated: Use ModelEvaluation.ProtoReflect.Descriptor instead. 129func (*ModelEvaluation) Descriptor() ([]byte, []int) { 130 return file_google_cloud_automl_v1_model_evaluation_proto_rawDescGZIP(), []int{0} 131} 132 133func (m *ModelEvaluation) GetMetrics() isModelEvaluation_Metrics { 134 if m != nil { 135 return m.Metrics 136 } 137 return nil 138} 139 140func (x *ModelEvaluation) GetClassificationEvaluationMetrics() *ClassificationEvaluationMetrics { 141 if x, ok := x.GetMetrics().(*ModelEvaluation_ClassificationEvaluationMetrics); ok { 142 return x.ClassificationEvaluationMetrics 143 } 144 return nil 145} 146 147func (x *ModelEvaluation) GetTranslationEvaluationMetrics() *TranslationEvaluationMetrics { 148 if x, ok := x.GetMetrics().(*ModelEvaluation_TranslationEvaluationMetrics); ok { 149 return x.TranslationEvaluationMetrics 150 } 151 return nil 152} 153 154func (x *ModelEvaluation) GetImageObjectDetectionEvaluationMetrics() *ImageObjectDetectionEvaluationMetrics { 155 if x, ok := x.GetMetrics().(*ModelEvaluation_ImageObjectDetectionEvaluationMetrics); ok { 156 return x.ImageObjectDetectionEvaluationMetrics 157 } 158 return nil 159} 160 161func (x *ModelEvaluation) GetTextSentimentEvaluationMetrics() *TextSentimentEvaluationMetrics { 162 if x, ok := x.GetMetrics().(*ModelEvaluation_TextSentimentEvaluationMetrics); ok { 163 return x.TextSentimentEvaluationMetrics 164 } 165 return nil 166} 167 168func (x *ModelEvaluation) GetTextExtractionEvaluationMetrics() *TextExtractionEvaluationMetrics { 169 if x, ok := x.GetMetrics().(*ModelEvaluation_TextExtractionEvaluationMetrics); ok { 170 return x.TextExtractionEvaluationMetrics 171 } 172 return nil 173} 174 175func (x *ModelEvaluation) GetName() string { 176 if x != nil { 177 return x.Name 178 } 179 return "" 180} 181 182func (x *ModelEvaluation) GetAnnotationSpecId() string { 183 if x != nil { 184 return x.AnnotationSpecId 185 } 186 return "" 187} 188 189func (x *ModelEvaluation) GetDisplayName() string { 190 if x != nil { 191 return x.DisplayName 192 } 193 return "" 194} 195 196func (x *ModelEvaluation) GetCreateTime() *timestamp.Timestamp { 197 if x != nil { 198 return x.CreateTime 199 } 200 return nil 201} 202 203func (x *ModelEvaluation) GetEvaluatedExampleCount() int32 { 204 if x != nil { 205 return x.EvaluatedExampleCount 206 } 207 return 0 208} 209 210type isModelEvaluation_Metrics interface { 211 isModelEvaluation_Metrics() 212} 213 214type ModelEvaluation_ClassificationEvaluationMetrics struct { 215 // Model evaluation metrics for image, text, video and tables 216 // classification. 217 // Tables problem is considered a classification when the target column 218 // is CATEGORY DataType. 219 ClassificationEvaluationMetrics *ClassificationEvaluationMetrics `protobuf:"bytes,8,opt,name=classification_evaluation_metrics,json=classificationEvaluationMetrics,proto3,oneof"` 220} 221 222type ModelEvaluation_TranslationEvaluationMetrics struct { 223 // Model evaluation metrics for translation. 224 TranslationEvaluationMetrics *TranslationEvaluationMetrics `protobuf:"bytes,9,opt,name=translation_evaluation_metrics,json=translationEvaluationMetrics,proto3,oneof"` 225} 226 227type ModelEvaluation_ImageObjectDetectionEvaluationMetrics struct { 228 // Model evaluation metrics for image object detection. 229 ImageObjectDetectionEvaluationMetrics *ImageObjectDetectionEvaluationMetrics `protobuf:"bytes,12,opt,name=image_object_detection_evaluation_metrics,json=imageObjectDetectionEvaluationMetrics,proto3,oneof"` 230} 231 232type ModelEvaluation_TextSentimentEvaluationMetrics struct { 233 // Evaluation metrics for text sentiment models. 234 TextSentimentEvaluationMetrics *TextSentimentEvaluationMetrics `protobuf:"bytes,11,opt,name=text_sentiment_evaluation_metrics,json=textSentimentEvaluationMetrics,proto3,oneof"` 235} 236 237type ModelEvaluation_TextExtractionEvaluationMetrics struct { 238 // Evaluation metrics for text extraction models. 239 TextExtractionEvaluationMetrics *TextExtractionEvaluationMetrics `protobuf:"bytes,13,opt,name=text_extraction_evaluation_metrics,json=textExtractionEvaluationMetrics,proto3,oneof"` 240} 241 242func (*ModelEvaluation_ClassificationEvaluationMetrics) isModelEvaluation_Metrics() {} 243 244func (*ModelEvaluation_TranslationEvaluationMetrics) isModelEvaluation_Metrics() {} 245 246func (*ModelEvaluation_ImageObjectDetectionEvaluationMetrics) isModelEvaluation_Metrics() {} 247 248func (*ModelEvaluation_TextSentimentEvaluationMetrics) isModelEvaluation_Metrics() {} 249 250func (*ModelEvaluation_TextExtractionEvaluationMetrics) isModelEvaluation_Metrics() {} 251 252var File_google_cloud_automl_v1_model_evaluation_proto protoreflect.FileDescriptor 253 254var file_google_cloud_automl_v1_model_evaluation_proto_rawDesc = []byte{ 255 0x0a, 0x2d, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 256 0x75, 0x74, 0x6f, 0x6d, 0x6c, 0x2f, 0x76, 0x31, 0x2f, 0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x5f, 0x65, 257 0x76, 0x61, 0x6c, 0x75, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 258 0x16, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x75, 259 0x74, 0x6f, 0x6d, 0x6c, 0x2e, 0x76, 0x31, 0x1a, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 260 0x61, 0x70, 0x69, 0x2f, 0x72, 0x65, 0x73, 0x6f, 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google.cloud.automl.v1.TextSentimentEvaluationMetrics 379 (*TextExtractionEvaluationMetrics)(nil), // 5: google.cloud.automl.v1.TextExtractionEvaluationMetrics 380 (*timestamp.Timestamp)(nil), // 6: google.protobuf.Timestamp 381} 382var file_google_cloud_automl_v1_model_evaluation_proto_depIdxs = []int32{ 383 1, // 0: google.cloud.automl.v1.ModelEvaluation.classification_evaluation_metrics:type_name -> google.cloud.automl.v1.ClassificationEvaluationMetrics 384 2, // 1: google.cloud.automl.v1.ModelEvaluation.translation_evaluation_metrics:type_name -> google.cloud.automl.v1.TranslationEvaluationMetrics 385 3, // 2: google.cloud.automl.v1.ModelEvaluation.image_object_detection_evaluation_metrics:type_name -> google.cloud.automl.v1.ImageObjectDetectionEvaluationMetrics 386 4, // 3: google.cloud.automl.v1.ModelEvaluation.text_sentiment_evaluation_metrics:type_name -> google.cloud.automl.v1.TextSentimentEvaluationMetrics 387 5, // 4: google.cloud.automl.v1.ModelEvaluation.text_extraction_evaluation_metrics:type_name -> google.cloud.automl.v1.TextExtractionEvaluationMetrics 388 6, // 5: google.cloud.automl.v1.ModelEvaluation.create_time:type_name -> google.protobuf.Timestamp 389 6, // [6:6] is the sub-list for method output_type 390 6, // [6:6] is the sub-list for method input_type 391 6, // [6:6] is the sub-list for extension type_name 392 6, // [6:6] is the sub-list for extension extendee 393 0, // [0:6] is the sub-list for field type_name 394} 395 396func init() { file_google_cloud_automl_v1_model_evaluation_proto_init() } 397func file_google_cloud_automl_v1_model_evaluation_proto_init() { 398 if File_google_cloud_automl_v1_model_evaluation_proto != nil { 399 return 400 } 401 file_google_cloud_automl_v1_classification_proto_init() 402 file_google_cloud_automl_v1_detection_proto_init() 403 file_google_cloud_automl_v1_text_extraction_proto_init() 404 file_google_cloud_automl_v1_text_sentiment_proto_init() 405 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file_google_cloud_automl_v1_model_evaluation_proto_rawDesc, 432 NumEnums: 0, 433 NumMessages: 1, 434 NumExtensions: 0, 435 NumServices: 0, 436 }, 437 GoTypes: file_google_cloud_automl_v1_model_evaluation_proto_goTypes, 438 DependencyIndexes: file_google_cloud_automl_v1_model_evaluation_proto_depIdxs, 439 MessageInfos: file_google_cloud_automl_v1_model_evaluation_proto_msgTypes, 440 }.Build() 441 File_google_cloud_automl_v1_model_evaluation_proto = out.File 442 file_google_cloud_automl_v1_model_evaluation_proto_rawDesc = nil 443 file_google_cloud_automl_v1_model_evaluation_proto_goTypes = nil 444 file_google_cloud_automl_v1_model_evaluation_proto_depIdxs = nil 445} 446