| // Copyright 2023 Google LLC |
| // |
| // Licensed 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. |
| |
| // Code generated by protoc-gen-go. DO NOT EDIT. |
| // versions: |
| // protoc-gen-go v1.33.0 |
| // protoc v4.25.3 |
| // source: google/cloud/aiplatform/v1/evaluated_annotation.proto |
| |
| package aiplatformpb |
| |
| import ( |
| reflect "reflect" |
| sync "sync" |
| |
| _ "google.golang.org/genproto/googleapis/api/annotations" |
| protoreflect "google.golang.org/protobuf/reflect/protoreflect" |
| protoimpl "google.golang.org/protobuf/runtime/protoimpl" |
| structpb "google.golang.org/protobuf/types/known/structpb" |
| ) |
| |
| const ( |
| // Verify that this generated code is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) |
| // Verify that runtime/protoimpl is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) |
| ) |
| |
| // Describes the type of the EvaluatedAnnotation. The type is determined |
| type EvaluatedAnnotation_EvaluatedAnnotationType int32 |
| |
| const ( |
| // Invalid value. |
| EvaluatedAnnotation_EVALUATED_ANNOTATION_TYPE_UNSPECIFIED EvaluatedAnnotation_EvaluatedAnnotationType = 0 |
| // The EvaluatedAnnotation is a true positive. It has a prediction created |
| // by the Model and a ground truth Annotation which the prediction matches. |
| EvaluatedAnnotation_TRUE_POSITIVE EvaluatedAnnotation_EvaluatedAnnotationType = 1 |
| // The EvaluatedAnnotation is false positive. It has a prediction created by |
| // the Model which does not match any ground truth annotation. |
| EvaluatedAnnotation_FALSE_POSITIVE EvaluatedAnnotation_EvaluatedAnnotationType = 2 |
| // The EvaluatedAnnotation is false negative. It has a ground truth |
| // annotation which is not matched by any of the model created predictions. |
| EvaluatedAnnotation_FALSE_NEGATIVE EvaluatedAnnotation_EvaluatedAnnotationType = 3 |
| ) |
| |
| // Enum value maps for EvaluatedAnnotation_EvaluatedAnnotationType. |
| var ( |
| EvaluatedAnnotation_EvaluatedAnnotationType_name = map[int32]string{ |
| 0: "EVALUATED_ANNOTATION_TYPE_UNSPECIFIED", |
| 1: "TRUE_POSITIVE", |
| 2: "FALSE_POSITIVE", |
| 3: "FALSE_NEGATIVE", |
| } |
| EvaluatedAnnotation_EvaluatedAnnotationType_value = map[string]int32{ |
| "EVALUATED_ANNOTATION_TYPE_UNSPECIFIED": 0, |
| "TRUE_POSITIVE": 1, |
| "FALSE_POSITIVE": 2, |
| "FALSE_NEGATIVE": 3, |
| } |
| ) |
| |
| func (x EvaluatedAnnotation_EvaluatedAnnotationType) Enum() *EvaluatedAnnotation_EvaluatedAnnotationType { |
| p := new(EvaluatedAnnotation_EvaluatedAnnotationType) |
| *p = x |
| return p |
| } |
| |
| func (x EvaluatedAnnotation_EvaluatedAnnotationType) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (EvaluatedAnnotation_EvaluatedAnnotationType) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes[0].Descriptor() |
| } |
| |
| func (EvaluatedAnnotation_EvaluatedAnnotationType) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes[0] |
| } |
| |
| func (x EvaluatedAnnotation_EvaluatedAnnotationType) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use EvaluatedAnnotation_EvaluatedAnnotationType.Descriptor instead. |
| func (EvaluatedAnnotation_EvaluatedAnnotationType) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{0, 0} |
| } |
| |
| // The query type used for finding the attributed items. |
| type ErrorAnalysisAnnotation_QueryType int32 |
| |
| const ( |
| // Unspecified query type for model error analysis. |
| ErrorAnalysisAnnotation_QUERY_TYPE_UNSPECIFIED ErrorAnalysisAnnotation_QueryType = 0 |
| // Query similar samples across all classes in the dataset. |
| ErrorAnalysisAnnotation_ALL_SIMILAR ErrorAnalysisAnnotation_QueryType = 1 |
| // Query similar samples from the same class of the input sample. |
| ErrorAnalysisAnnotation_SAME_CLASS_SIMILAR ErrorAnalysisAnnotation_QueryType = 2 |
| // Query dissimilar samples from the same class of the input sample. |
| ErrorAnalysisAnnotation_SAME_CLASS_DISSIMILAR ErrorAnalysisAnnotation_QueryType = 3 |
| ) |
| |
| // Enum value maps for ErrorAnalysisAnnotation_QueryType. |
| var ( |
| ErrorAnalysisAnnotation_QueryType_name = map[int32]string{ |
| 0: "QUERY_TYPE_UNSPECIFIED", |
| 1: "ALL_SIMILAR", |
| 2: "SAME_CLASS_SIMILAR", |
| 3: "SAME_CLASS_DISSIMILAR", |
| } |
| ErrorAnalysisAnnotation_QueryType_value = map[string]int32{ |
| "QUERY_TYPE_UNSPECIFIED": 0, |
| "ALL_SIMILAR": 1, |
| "SAME_CLASS_SIMILAR": 2, |
| "SAME_CLASS_DISSIMILAR": 3, |
| } |
| ) |
| |
| func (x ErrorAnalysisAnnotation_QueryType) Enum() *ErrorAnalysisAnnotation_QueryType { |
| p := new(ErrorAnalysisAnnotation_QueryType) |
| *p = x |
| return p |
| } |
| |
| func (x ErrorAnalysisAnnotation_QueryType) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (ErrorAnalysisAnnotation_QueryType) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes[1].Descriptor() |
| } |
| |
| func (ErrorAnalysisAnnotation_QueryType) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes[1] |
| } |
| |
| func (x ErrorAnalysisAnnotation_QueryType) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use ErrorAnalysisAnnotation_QueryType.Descriptor instead. |
| func (ErrorAnalysisAnnotation_QueryType) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{2, 0} |
| } |
| |
| // True positive, false positive, or false negative. |
| // |
| // EvaluatedAnnotation is only available under ModelEvaluationSlice with slice |
| // of `annotationSpec` dimension. |
| type EvaluatedAnnotation struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Type of the EvaluatedAnnotation. |
| Type EvaluatedAnnotation_EvaluatedAnnotationType `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.aiplatform.v1.EvaluatedAnnotation_EvaluatedAnnotationType" json:"type,omitempty"` |
| // Output only. The model predicted annotations. |
| // |
| // For true positive, there is one and only one prediction, which matches the |
| // only one ground truth annotation in |
| // [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. |
| // |
| // For false positive, there is one and only one prediction, which doesn't |
| // match any ground truth annotation of the corresponding |
| // [data_item_view_id][EvaluatedAnnotation.data_item_view_id]. |
| // |
| // For false negative, there are zero or more predictions which are similar to |
| // the only ground truth annotation in |
| // [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] |
| // but not enough for a match. |
| // |
| // The schema of the prediction is stored in |
| // [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri] |
| Predictions []*structpb.Value `protobuf:"bytes,2,rep,name=predictions,proto3" json:"predictions,omitempty"` |
| // Output only. The ground truth Annotations, i.e. the Annotations that exist |
| // in the test data the Model is evaluated on. |
| // |
| // For true positive, there is one and only one ground truth annotation, which |
| // matches the only prediction in |
| // [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. |
| // |
| // For false positive, there are zero or more ground truth annotations that |
| // are similar to the only prediction in |
| // [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], |
| // but not enough for a match. |
| // |
| // For false negative, there is one and only one ground truth annotation, |
| // which doesn't match any predictions created by the model. |
| // |
| // The schema of the ground truth is stored in |
| // [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri] |
| GroundTruths []*structpb.Value `protobuf:"bytes,3,rep,name=ground_truths,json=groundTruths,proto3" json:"ground_truths,omitempty"` |
| // Output only. The data item payload that the Model predicted this |
| // EvaluatedAnnotation on. |
| DataItemPayload *structpb.Value `protobuf:"bytes,5,opt,name=data_item_payload,json=dataItemPayload,proto3" json:"data_item_payload,omitempty"` |
| // Output only. ID of the EvaluatedDataItemView under the same ancestor |
| // ModelEvaluation. The EvaluatedDataItemView consists of all ground truths |
| // and predictions on |
| // [data_item_payload][google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload]. |
| EvaluatedDataItemViewId string `protobuf:"bytes,6,opt,name=evaluated_data_item_view_id,json=evaluatedDataItemViewId,proto3" json:"evaluated_data_item_view_id,omitempty"` |
| // Explanations of |
| // [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. |
| // Each element of the explanations indicates the explanation for one |
| // explanation Method. |
| // |
| // The attributions list in the |
| // [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] |
| // object corresponds to the |
| // [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] |
| // list. For example, the second element in the attributions list explains the |
| // second element in the predictions list. |
| Explanations []*EvaluatedAnnotationExplanation `protobuf:"bytes,8,rep,name=explanations,proto3" json:"explanations,omitempty"` |
| // Annotations of model error analysis results. |
| ErrorAnalysisAnnotations []*ErrorAnalysisAnnotation `protobuf:"bytes,9,rep,name=error_analysis_annotations,json=errorAnalysisAnnotations,proto3" json:"error_analysis_annotations,omitempty"` |
| } |
| |
| func (x *EvaluatedAnnotation) Reset() { |
| *x = EvaluatedAnnotation{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *EvaluatedAnnotation) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*EvaluatedAnnotation) ProtoMessage() {} |
| |
| func (x *EvaluatedAnnotation) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[0] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use EvaluatedAnnotation.ProtoReflect.Descriptor instead. |
| func (*EvaluatedAnnotation) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *EvaluatedAnnotation) GetType() EvaluatedAnnotation_EvaluatedAnnotationType { |
| if x != nil { |
| return x.Type |
| } |
| return EvaluatedAnnotation_EVALUATED_ANNOTATION_TYPE_UNSPECIFIED |
| } |
| |
| func (x *EvaluatedAnnotation) GetPredictions() []*structpb.Value { |
| if x != nil { |
| return x.Predictions |
| } |
| return nil |
| } |
| |
| func (x *EvaluatedAnnotation) GetGroundTruths() []*structpb.Value { |
| if x != nil { |
| return x.GroundTruths |
| } |
| return nil |
| } |
| |
| func (x *EvaluatedAnnotation) GetDataItemPayload() *structpb.Value { |
| if x != nil { |
| return x.DataItemPayload |
| } |
| return nil |
| } |
| |
| func (x *EvaluatedAnnotation) GetEvaluatedDataItemViewId() string { |
| if x != nil { |
| return x.EvaluatedDataItemViewId |
| } |
| return "" |
| } |
| |
| func (x *EvaluatedAnnotation) GetExplanations() []*EvaluatedAnnotationExplanation { |
| if x != nil { |
| return x.Explanations |
| } |
| return nil |
| } |
| |
| func (x *EvaluatedAnnotation) GetErrorAnalysisAnnotations() []*ErrorAnalysisAnnotation { |
| if x != nil { |
| return x.ErrorAnalysisAnnotations |
| } |
| return nil |
| } |
| |
| // Explanation result of the prediction produced by the Model. |
| type EvaluatedAnnotationExplanation struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Explanation type. |
| // |
| // For AutoML Image Classification models, possible values are: |
| // |
| // - `image-integrated-gradients` |
| // - `image-xrai` |
| ExplanationType string `protobuf:"bytes,1,opt,name=explanation_type,json=explanationType,proto3" json:"explanation_type,omitempty"` |
| // Explanation attribution response details. |
| Explanation *Explanation `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"` |
| } |
| |
| func (x *EvaluatedAnnotationExplanation) Reset() { |
| *x = EvaluatedAnnotationExplanation{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *EvaluatedAnnotationExplanation) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*EvaluatedAnnotationExplanation) ProtoMessage() {} |
| |
| func (x *EvaluatedAnnotationExplanation) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[1] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use EvaluatedAnnotationExplanation.ProtoReflect.Descriptor instead. |
| func (*EvaluatedAnnotationExplanation) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *EvaluatedAnnotationExplanation) GetExplanationType() string { |
| if x != nil { |
| return x.ExplanationType |
| } |
| return "" |
| } |
| |
| func (x *EvaluatedAnnotationExplanation) GetExplanation() *Explanation { |
| if x != nil { |
| return x.Explanation |
| } |
| return nil |
| } |
| |
| // Model error analysis for each annotation. |
| type ErrorAnalysisAnnotation struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Attributed items for a given annotation, typically representing neighbors |
| // from the training sets constrained by the query type. |
| AttributedItems []*ErrorAnalysisAnnotation_AttributedItem `protobuf:"bytes,1,rep,name=attributed_items,json=attributedItems,proto3" json:"attributed_items,omitempty"` |
| // The query type used for finding the attributed items. |
| QueryType ErrorAnalysisAnnotation_QueryType `protobuf:"varint,2,opt,name=query_type,json=queryType,proto3,enum=google.cloud.aiplatform.v1.ErrorAnalysisAnnotation_QueryType" json:"query_type,omitempty"` |
| // The outlier score of this annotated item. Usually defined as the min of all |
| // distances from attributed items. |
| OutlierScore float64 `protobuf:"fixed64,3,opt,name=outlier_score,json=outlierScore,proto3" json:"outlier_score,omitempty"` |
| // The threshold used to determine if this annotation is an outlier or not. |
| OutlierThreshold float64 `protobuf:"fixed64,4,opt,name=outlier_threshold,json=outlierThreshold,proto3" json:"outlier_threshold,omitempty"` |
| } |
| |
| func (x *ErrorAnalysisAnnotation) Reset() { |
| *x = ErrorAnalysisAnnotation{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ErrorAnalysisAnnotation) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ErrorAnalysisAnnotation) ProtoMessage() {} |
| |
| func (x *ErrorAnalysisAnnotation) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[2] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use ErrorAnalysisAnnotation.ProtoReflect.Descriptor instead. |
| func (*ErrorAnalysisAnnotation) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (x *ErrorAnalysisAnnotation) GetAttributedItems() []*ErrorAnalysisAnnotation_AttributedItem { |
| if x != nil { |
| return x.AttributedItems |
| } |
| return nil |
| } |
| |
| func (x *ErrorAnalysisAnnotation) GetQueryType() ErrorAnalysisAnnotation_QueryType { |
| if x != nil { |
| return x.QueryType |
| } |
| return ErrorAnalysisAnnotation_QUERY_TYPE_UNSPECIFIED |
| } |
| |
| func (x *ErrorAnalysisAnnotation) GetOutlierScore() float64 { |
| if x != nil { |
| return x.OutlierScore |
| } |
| return 0 |
| } |
| |
| func (x *ErrorAnalysisAnnotation) GetOutlierThreshold() float64 { |
| if x != nil { |
| return x.OutlierThreshold |
| } |
| return 0 |
| } |
| |
| // Attributed items for a given annotation, typically representing neighbors |
| // from the training sets constrained by the query type. |
| type ErrorAnalysisAnnotation_AttributedItem struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The unique ID for each annotation. Used by FE to allocate the annotation |
| // in DB. |
| AnnotationResourceName string `protobuf:"bytes,1,opt,name=annotation_resource_name,json=annotationResourceName,proto3" json:"annotation_resource_name,omitempty"` |
| // The distance of this item to the annotation. |
| Distance float64 `protobuf:"fixed64,2,opt,name=distance,proto3" json:"distance,omitempty"` |
| } |
| |
| func (x *ErrorAnalysisAnnotation_AttributedItem) Reset() { |
| *x = ErrorAnalysisAnnotation_AttributedItem{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ErrorAnalysisAnnotation_AttributedItem) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ErrorAnalysisAnnotation_AttributedItem) ProtoMessage() {} |
| |
| func (x *ErrorAnalysisAnnotation_AttributedItem) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[3] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use ErrorAnalysisAnnotation_AttributedItem.ProtoReflect.Descriptor instead. |
| func (*ErrorAnalysisAnnotation_AttributedItem) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP(), []int{2, 0} |
| } |
| |
| func (x *ErrorAnalysisAnnotation_AttributedItem) GetAnnotationResourceName() string { |
| if x != nil { |
| return x.AnnotationResourceName |
| } |
| return "" |
| } |
| |
| func (x *ErrorAnalysisAnnotation_AttributedItem) GetDistance() float64 { |
| if x != nil { |
| return x.Distance |
| } |
| return 0 |
| } |
| |
| var File_google_cloud_aiplatform_v1_evaluated_annotation_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescData = file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes = make([]protoimpl.EnumInfo, 2) |
| var file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes = make([]protoimpl.MessageInfo, 4) |
| var file_google_cloud_aiplatform_v1_evaluated_annotation_proto_goTypes = []interface{}{ |
| (EvaluatedAnnotation_EvaluatedAnnotationType)(0), // 0: google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType |
| (ErrorAnalysisAnnotation_QueryType)(0), // 1: google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.QueryType |
| (*EvaluatedAnnotation)(nil), // 2: google.cloud.aiplatform.v1.EvaluatedAnnotation |
| (*EvaluatedAnnotationExplanation)(nil), // 3: google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation |
| (*ErrorAnalysisAnnotation)(nil), // 4: google.cloud.aiplatform.v1.ErrorAnalysisAnnotation |
| (*ErrorAnalysisAnnotation_AttributedItem)(nil), // 5: google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem |
| (*structpb.Value)(nil), // 6: google.protobuf.Value |
| (*Explanation)(nil), // 7: google.cloud.aiplatform.v1.Explanation |
| } |
| var file_google_cloud_aiplatform_v1_evaluated_annotation_proto_depIdxs = []int32{ |
| 0, // 0: google.cloud.aiplatform.v1.EvaluatedAnnotation.type:type_name -> google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType |
| 6, // 1: google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions:type_name -> google.protobuf.Value |
| 6, // 2: google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths:type_name -> google.protobuf.Value |
| 6, // 3: google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload:type_name -> google.protobuf.Value |
| 3, // 4: google.cloud.aiplatform.v1.EvaluatedAnnotation.explanations:type_name -> google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation |
| 4, // 5: google.cloud.aiplatform.v1.EvaluatedAnnotation.error_analysis_annotations:type_name -> google.cloud.aiplatform.v1.ErrorAnalysisAnnotation |
| 7, // 6: google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation:type_name -> google.cloud.aiplatform.v1.Explanation |
| 5, // 7: google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.attributed_items:type_name -> google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem |
| 1, // 8: google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.query_type:type_name -> google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.QueryType |
| 9, // [9:9] is the sub-list for method output_type |
| 9, // [9:9] is the sub-list for method input_type |
| 9, // [9:9] is the sub-list for extension type_name |
| 9, // [9:9] is the sub-list for extension extendee |
| 0, // [0:9] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_evaluated_annotation_proto_init() } |
| func file_google_cloud_aiplatform_v1_evaluated_annotation_proto_init() { |
| if File_google_cloud_aiplatform_v1_evaluated_annotation_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_explanation_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*EvaluatedAnnotation); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*EvaluatedAnnotationExplanation); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ErrorAnalysisAnnotation); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ErrorAnalysisAnnotation_AttributedItem); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| } |
| type x struct{} |
| out := protoimpl.TypeBuilder{ |
| File: protoimpl.DescBuilder{ |
| GoPackagePath: reflect.TypeOf(x{}).PkgPath(), |
| RawDescriptor: file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDesc, |
| NumEnums: 2, |
| NumMessages: 4, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_evaluated_annotation_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_evaluated_annotation_proto_depIdxs, |
| EnumInfos: file_google_cloud_aiplatform_v1_evaluated_annotation_proto_enumTypes, |
| MessageInfos: file_google_cloud_aiplatform_v1_evaluated_annotation_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_evaluated_annotation_proto = out.File |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_evaluated_annotation_proto_depIdxs = nil |
| } |
