| // 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/documentai/v1/evaluation.proto |
| |
| package documentaipb |
| |
| 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" |
| timestamppb "google.golang.org/protobuf/types/known/timestamppb" |
| ) |
| |
| 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) |
| ) |
| |
| // A type that determines how metrics should be interpreted. |
| type Evaluation_MultiConfidenceMetrics_MetricsType int32 |
| |
| const ( |
| // The metrics type is unspecified. By default, metrics without a |
| // particular specification are for leaf entity types (i.e., top-level |
| // entity types without child types, or child types which are not |
| // parent types themselves). |
| Evaluation_MultiConfidenceMetrics_METRICS_TYPE_UNSPECIFIED Evaluation_MultiConfidenceMetrics_MetricsType = 0 |
| // Indicates whether metrics for this particular label type represent an |
| // aggregate of metrics for other types instead of being based on actual |
| // TP/FP/FN values for the label type. Metrics for parent (i.e., non-leaf) |
| // entity types are an aggregate of metrics for their children. |
| Evaluation_MultiConfidenceMetrics_AGGREGATE Evaluation_MultiConfidenceMetrics_MetricsType = 1 |
| ) |
| |
| // Enum value maps for Evaluation_MultiConfidenceMetrics_MetricsType. |
| var ( |
| Evaluation_MultiConfidenceMetrics_MetricsType_name = map[int32]string{ |
| 0: "METRICS_TYPE_UNSPECIFIED", |
| 1: "AGGREGATE", |
| } |
| Evaluation_MultiConfidenceMetrics_MetricsType_value = map[string]int32{ |
| "METRICS_TYPE_UNSPECIFIED": 0, |
| "AGGREGATE": 1, |
| } |
| ) |
| |
| func (x Evaluation_MultiConfidenceMetrics_MetricsType) Enum() *Evaluation_MultiConfidenceMetrics_MetricsType { |
| p := new(Evaluation_MultiConfidenceMetrics_MetricsType) |
| *p = x |
| return p |
| } |
| |
| func (x Evaluation_MultiConfidenceMetrics_MetricsType) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (Evaluation_MultiConfidenceMetrics_MetricsType) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_documentai_v1_evaluation_proto_enumTypes[0].Descriptor() |
| } |
| |
| func (Evaluation_MultiConfidenceMetrics_MetricsType) Type() protoreflect.EnumType { |
| return &file_google_cloud_documentai_v1_evaluation_proto_enumTypes[0] |
| } |
| |
| func (x Evaluation_MultiConfidenceMetrics_MetricsType) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use Evaluation_MultiConfidenceMetrics_MetricsType.Descriptor instead. |
| func (Evaluation_MultiConfidenceMetrics_MetricsType) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1, 3, 0} |
| } |
| |
| // Gives a short summary of an evaluation, and links to the evaluation itself. |
| type EvaluationReference struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The resource name of the Long Running Operation for the evaluation. |
| Operation string `protobuf:"bytes,1,opt,name=operation,proto3" json:"operation,omitempty"` |
| // The resource name of the evaluation. |
| Evaluation string `protobuf:"bytes,2,opt,name=evaluation,proto3" json:"evaluation,omitempty"` |
| // An aggregate of the statistics for the evaluation with fuzzy matching on. |
| AggregateMetrics *Evaluation_Metrics `protobuf:"bytes,4,opt,name=aggregate_metrics,json=aggregateMetrics,proto3" json:"aggregate_metrics,omitempty"` |
| // An aggregate of the statistics for the evaluation with fuzzy matching off. |
| AggregateMetricsExact *Evaluation_Metrics `protobuf:"bytes,5,opt,name=aggregate_metrics_exact,json=aggregateMetricsExact,proto3" json:"aggregate_metrics_exact,omitempty"` |
| } |
| |
| func (x *EvaluationReference) Reset() { |
| *x = EvaluationReference{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *EvaluationReference) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*EvaluationReference) ProtoMessage() {} |
| |
| func (x *EvaluationReference) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_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 EvaluationReference.ProtoReflect.Descriptor instead. |
| func (*EvaluationReference) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *EvaluationReference) GetOperation() string { |
| if x != nil { |
| return x.Operation |
| } |
| return "" |
| } |
| |
| func (x *EvaluationReference) GetEvaluation() string { |
| if x != nil { |
| return x.Evaluation |
| } |
| return "" |
| } |
| |
| func (x *EvaluationReference) GetAggregateMetrics() *Evaluation_Metrics { |
| if x != nil { |
| return x.AggregateMetrics |
| } |
| return nil |
| } |
| |
| func (x *EvaluationReference) GetAggregateMetricsExact() *Evaluation_Metrics { |
| if x != nil { |
| return x.AggregateMetricsExact |
| } |
| return nil |
| } |
| |
| // An evaluation of a ProcessorVersion's performance. |
| type Evaluation struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The resource name of the evaluation. |
| // Format: |
| // `projects/{project}/locations/{location}/processors/{processor}/processorVersions/{processor_version}/evaluations/{evaluation}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // The time that the evaluation was created. |
| CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` |
| // Counters for the documents used in the evaluation. |
| DocumentCounters *Evaluation_Counters `protobuf:"bytes,5,opt,name=document_counters,json=documentCounters,proto3" json:"document_counters,omitempty"` |
| // Metrics for all the entities in aggregate. |
| AllEntitiesMetrics *Evaluation_MultiConfidenceMetrics `protobuf:"bytes,3,opt,name=all_entities_metrics,json=allEntitiesMetrics,proto3" json:"all_entities_metrics,omitempty"` |
| // Metrics across confidence levels, for different entities. |
| EntityMetrics map[string]*Evaluation_MultiConfidenceMetrics `protobuf:"bytes,4,rep,name=entity_metrics,json=entityMetrics,proto3" json:"entity_metrics,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // The KMS key name used for encryption. |
| KmsKeyName string `protobuf:"bytes,6,opt,name=kms_key_name,json=kmsKeyName,proto3" json:"kms_key_name,omitempty"` |
| // The KMS key version with which data is encrypted. |
| KmsKeyVersionName string `protobuf:"bytes,7,opt,name=kms_key_version_name,json=kmsKeyVersionName,proto3" json:"kms_key_version_name,omitempty"` |
| } |
| |
| func (x *Evaluation) Reset() { |
| *x = Evaluation{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Evaluation) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Evaluation) ProtoMessage() {} |
| |
| func (x *Evaluation) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_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 Evaluation.ProtoReflect.Descriptor instead. |
| func (*Evaluation) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *Evaluation) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *Evaluation) GetCreateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.CreateTime |
| } |
| return nil |
| } |
| |
| func (x *Evaluation) GetDocumentCounters() *Evaluation_Counters { |
| if x != nil { |
| return x.DocumentCounters |
| } |
| return nil |
| } |
| |
| func (x *Evaluation) GetAllEntitiesMetrics() *Evaluation_MultiConfidenceMetrics { |
| if x != nil { |
| return x.AllEntitiesMetrics |
| } |
| return nil |
| } |
| |
| func (x *Evaluation) GetEntityMetrics() map[string]*Evaluation_MultiConfidenceMetrics { |
| if x != nil { |
| return x.EntityMetrics |
| } |
| return nil |
| } |
| |
| func (x *Evaluation) GetKmsKeyName() string { |
| if x != nil { |
| return x.KmsKeyName |
| } |
| return "" |
| } |
| |
| func (x *Evaluation) GetKmsKeyVersionName() string { |
| if x != nil { |
| return x.KmsKeyVersionName |
| } |
| return "" |
| } |
| |
| // Evaluation counters for the documents that were used. |
| type Evaluation_Counters struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // How many documents were sent for evaluation. |
| InputDocumentsCount int32 `protobuf:"varint,1,opt,name=input_documents_count,json=inputDocumentsCount,proto3" json:"input_documents_count,omitempty"` |
| // How many documents were not included in the evaluation as they didn't |
| // pass validation. |
| InvalidDocumentsCount int32 `protobuf:"varint,2,opt,name=invalid_documents_count,json=invalidDocumentsCount,proto3" json:"invalid_documents_count,omitempty"` |
| // How many documents were not included in the evaluation as Document AI |
| // failed to process them. |
| FailedDocumentsCount int32 `protobuf:"varint,3,opt,name=failed_documents_count,json=failedDocumentsCount,proto3" json:"failed_documents_count,omitempty"` |
| // How many documents were used in the evaluation. |
| EvaluatedDocumentsCount int32 `protobuf:"varint,4,opt,name=evaluated_documents_count,json=evaluatedDocumentsCount,proto3" json:"evaluated_documents_count,omitempty"` |
| } |
| |
| func (x *Evaluation_Counters) Reset() { |
| *x = Evaluation_Counters{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Evaluation_Counters) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Evaluation_Counters) ProtoMessage() {} |
| |
| func (x *Evaluation_Counters) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_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 Evaluation_Counters.ProtoReflect.Descriptor instead. |
| func (*Evaluation_Counters) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1, 0} |
| } |
| |
| func (x *Evaluation_Counters) GetInputDocumentsCount() int32 { |
| if x != nil { |
| return x.InputDocumentsCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Counters) GetInvalidDocumentsCount() int32 { |
| if x != nil { |
| return x.InvalidDocumentsCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Counters) GetFailedDocumentsCount() int32 { |
| if x != nil { |
| return x.FailedDocumentsCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Counters) GetEvaluatedDocumentsCount() int32 { |
| if x != nil { |
| return x.EvaluatedDocumentsCount |
| } |
| return 0 |
| } |
| |
| // Evaluation metrics, either in aggregate or about a specific entity. |
| type Evaluation_Metrics struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The calculated precision. |
| Precision float32 `protobuf:"fixed32,1,opt,name=precision,proto3" json:"precision,omitempty"` |
| // The calculated recall. |
| Recall float32 `protobuf:"fixed32,2,opt,name=recall,proto3" json:"recall,omitempty"` |
| // The calculated f1 score. |
| F1Score float32 `protobuf:"fixed32,3,opt,name=f1_score,json=f1Score,proto3" json:"f1_score,omitempty"` |
| // The amount of occurrences in predicted documents. |
| PredictedOccurrencesCount int32 `protobuf:"varint,4,opt,name=predicted_occurrences_count,json=predictedOccurrencesCount,proto3" json:"predicted_occurrences_count,omitempty"` |
| // The amount of occurrences in ground truth documents. |
| GroundTruthOccurrencesCount int32 `protobuf:"varint,5,opt,name=ground_truth_occurrences_count,json=groundTruthOccurrencesCount,proto3" json:"ground_truth_occurrences_count,omitempty"` |
| // The amount of documents with a predicted occurrence. |
| PredictedDocumentCount int32 `protobuf:"varint,10,opt,name=predicted_document_count,json=predictedDocumentCount,proto3" json:"predicted_document_count,omitempty"` |
| // The amount of documents with a ground truth occurrence. |
| GroundTruthDocumentCount int32 `protobuf:"varint,11,opt,name=ground_truth_document_count,json=groundTruthDocumentCount,proto3" json:"ground_truth_document_count,omitempty"` |
| // The amount of true positives. |
| TruePositivesCount int32 `protobuf:"varint,6,opt,name=true_positives_count,json=truePositivesCount,proto3" json:"true_positives_count,omitempty"` |
| // The amount of false positives. |
| FalsePositivesCount int32 `protobuf:"varint,7,opt,name=false_positives_count,json=falsePositivesCount,proto3" json:"false_positives_count,omitempty"` |
| // The amount of false negatives. |
| FalseNegativesCount int32 `protobuf:"varint,8,opt,name=false_negatives_count,json=falseNegativesCount,proto3" json:"false_negatives_count,omitempty"` |
| // The amount of documents that had an occurrence of this label. |
| TotalDocumentsCount int32 `protobuf:"varint,9,opt,name=total_documents_count,json=totalDocumentsCount,proto3" json:"total_documents_count,omitempty"` |
| } |
| |
| func (x *Evaluation_Metrics) Reset() { |
| *x = Evaluation_Metrics{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Evaluation_Metrics) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Evaluation_Metrics) ProtoMessage() {} |
| |
| func (x *Evaluation_Metrics) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_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 Evaluation_Metrics.ProtoReflect.Descriptor instead. |
| func (*Evaluation_Metrics) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1, 1} |
| } |
| |
| func (x *Evaluation_Metrics) GetPrecision() float32 { |
| if x != nil { |
| return x.Precision |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetRecall() float32 { |
| if x != nil { |
| return x.Recall |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetF1Score() float32 { |
| if x != nil { |
| return x.F1Score |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetPredictedOccurrencesCount() int32 { |
| if x != nil { |
| return x.PredictedOccurrencesCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetGroundTruthOccurrencesCount() int32 { |
| if x != nil { |
| return x.GroundTruthOccurrencesCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetPredictedDocumentCount() int32 { |
| if x != nil { |
| return x.PredictedDocumentCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetGroundTruthDocumentCount() int32 { |
| if x != nil { |
| return x.GroundTruthDocumentCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetTruePositivesCount() int32 { |
| if x != nil { |
| return x.TruePositivesCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetFalsePositivesCount() int32 { |
| if x != nil { |
| return x.FalsePositivesCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetFalseNegativesCount() int32 { |
| if x != nil { |
| return x.FalseNegativesCount |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_Metrics) GetTotalDocumentsCount() int32 { |
| if x != nil { |
| return x.TotalDocumentsCount |
| } |
| return 0 |
| } |
| |
| // Evaluations metrics, at a specific confidence level. |
| type Evaluation_ConfidenceLevelMetrics struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The confidence level. |
| ConfidenceLevel float32 `protobuf:"fixed32,1,opt,name=confidence_level,json=confidenceLevel,proto3" json:"confidence_level,omitempty"` |
| // The metrics at the specific confidence level. |
| Metrics *Evaluation_Metrics `protobuf:"bytes,2,opt,name=metrics,proto3" json:"metrics,omitempty"` |
| } |
| |
| func (x *Evaluation_ConfidenceLevelMetrics) Reset() { |
| *x = Evaluation_ConfidenceLevelMetrics{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Evaluation_ConfidenceLevelMetrics) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Evaluation_ConfidenceLevelMetrics) ProtoMessage() {} |
| |
| func (x *Evaluation_ConfidenceLevelMetrics) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[4] |
| 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 Evaluation_ConfidenceLevelMetrics.ProtoReflect.Descriptor instead. |
| func (*Evaluation_ConfidenceLevelMetrics) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1, 2} |
| } |
| |
| func (x *Evaluation_ConfidenceLevelMetrics) GetConfidenceLevel() float32 { |
| if x != nil { |
| return x.ConfidenceLevel |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_ConfidenceLevelMetrics) GetMetrics() *Evaluation_Metrics { |
| if x != nil { |
| return x.Metrics |
| } |
| return nil |
| } |
| |
| // Metrics across multiple confidence levels. |
| type Evaluation_MultiConfidenceMetrics struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Metrics across confidence levels with fuzzy matching enabled. |
| ConfidenceLevelMetrics []*Evaluation_ConfidenceLevelMetrics `protobuf:"bytes,1,rep,name=confidence_level_metrics,json=confidenceLevelMetrics,proto3" json:"confidence_level_metrics,omitempty"` |
| // Metrics across confidence levels with only exact matching. |
| ConfidenceLevelMetricsExact []*Evaluation_ConfidenceLevelMetrics `protobuf:"bytes,4,rep,name=confidence_level_metrics_exact,json=confidenceLevelMetricsExact,proto3" json:"confidence_level_metrics_exact,omitempty"` |
| // The calculated area under the precision recall curve (AUPRC), computed by |
| // integrating over all confidence thresholds. |
| Auprc float32 `protobuf:"fixed32,2,opt,name=auprc,proto3" json:"auprc,omitempty"` |
| // The Estimated Calibration Error (ECE) of the confidence of the predicted |
| // entities. |
| EstimatedCalibrationError float32 `protobuf:"fixed32,3,opt,name=estimated_calibration_error,json=estimatedCalibrationError,proto3" json:"estimated_calibration_error,omitempty"` |
| // The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching |
| // only. |
| AuprcExact float32 `protobuf:"fixed32,5,opt,name=auprc_exact,json=auprcExact,proto3" json:"auprc_exact,omitempty"` |
| // The ECE for the predicted entities with fuzzy matching disabled, i.e., |
| // exact matching only. |
| EstimatedCalibrationErrorExact float32 `protobuf:"fixed32,6,opt,name=estimated_calibration_error_exact,json=estimatedCalibrationErrorExact,proto3" json:"estimated_calibration_error_exact,omitempty"` |
| // The metrics type for the label. |
| MetricsType Evaluation_MultiConfidenceMetrics_MetricsType `protobuf:"varint,7,opt,name=metrics_type,json=metricsType,proto3,enum=google.cloud.documentai.v1.Evaluation_MultiConfidenceMetrics_MetricsType" json:"metrics_type,omitempty"` |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) Reset() { |
| *x = Evaluation_MultiConfidenceMetrics{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[5] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Evaluation_MultiConfidenceMetrics) ProtoMessage() {} |
| |
| func (x *Evaluation_MultiConfidenceMetrics) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_documentai_v1_evaluation_proto_msgTypes[5] |
| 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 Evaluation_MultiConfidenceMetrics.ProtoReflect.Descriptor instead. |
| func (*Evaluation_MultiConfidenceMetrics) Descriptor() ([]byte, []int) { |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP(), []int{1, 3} |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetConfidenceLevelMetrics() []*Evaluation_ConfidenceLevelMetrics { |
| if x != nil { |
| return x.ConfidenceLevelMetrics |
| } |
| return nil |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetConfidenceLevelMetricsExact() []*Evaluation_ConfidenceLevelMetrics { |
| if x != nil { |
| return x.ConfidenceLevelMetricsExact |
| } |
| return nil |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetAuprc() float32 { |
| if x != nil { |
| return x.Auprc |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetEstimatedCalibrationError() float32 { |
| if x != nil { |
| return x.EstimatedCalibrationError |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetAuprcExact() float32 { |
| if x != nil { |
| return x.AuprcExact |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetEstimatedCalibrationErrorExact() float32 { |
| if x != nil { |
| return x.EstimatedCalibrationErrorExact |
| } |
| return 0 |
| } |
| |
| func (x *Evaluation_MultiConfidenceMetrics) GetMetricsType() Evaluation_MultiConfidenceMetrics_MetricsType { |
| if x != nil { |
| return x.MetricsType |
| } |
| return Evaluation_MultiConfidenceMetrics_METRICS_TYPE_UNSPECIFIED |
| } |
| |
| var File_google_cloud_documentai_v1_evaluation_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_documentai_v1_evaluation_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_documentai_v1_evaluation_proto_rawDescOnce sync.Once |
| file_google_cloud_documentai_v1_evaluation_proto_rawDescData = file_google_cloud_documentai_v1_evaluation_proto_rawDesc |
| ) |
| |
| func file_google_cloud_documentai_v1_evaluation_proto_rawDescGZIP() []byte { |
| file_google_cloud_documentai_v1_evaluation_proto_rawDescOnce.Do(func() { |
| file_google_cloud_documentai_v1_evaluation_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_documentai_v1_evaluation_proto_rawDescData) |
| }) |
| return file_google_cloud_documentai_v1_evaluation_proto_rawDescData |
| } |
| |
| var file_google_cloud_documentai_v1_evaluation_proto_enumTypes = make([]protoimpl.EnumInfo, 1) |
| var file_google_cloud_documentai_v1_evaluation_proto_msgTypes = make([]protoimpl.MessageInfo, 7) |
| var file_google_cloud_documentai_v1_evaluation_proto_goTypes = []interface{}{ |
| (Evaluation_MultiConfidenceMetrics_MetricsType)(0), // 0: google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType |
| (*EvaluationReference)(nil), // 1: google.cloud.documentai.v1.EvaluationReference |
| (*Evaluation)(nil), // 2: google.cloud.documentai.v1.Evaluation |
| (*Evaluation_Counters)(nil), // 3: google.cloud.documentai.v1.Evaluation.Counters |
| (*Evaluation_Metrics)(nil), // 4: google.cloud.documentai.v1.Evaluation.Metrics |
| (*Evaluation_ConfidenceLevelMetrics)(nil), // 5: google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics |
| (*Evaluation_MultiConfidenceMetrics)(nil), // 6: google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics |
| nil, // 7: google.cloud.documentai.v1.Evaluation.EntityMetricsEntry |
| (*timestamppb.Timestamp)(nil), // 8: google.protobuf.Timestamp |
| } |
| var file_google_cloud_documentai_v1_evaluation_proto_depIdxs = []int32{ |
| 4, // 0: google.cloud.documentai.v1.EvaluationReference.aggregate_metrics:type_name -> google.cloud.documentai.v1.Evaluation.Metrics |
| 4, // 1: google.cloud.documentai.v1.EvaluationReference.aggregate_metrics_exact:type_name -> google.cloud.documentai.v1.Evaluation.Metrics |
| 8, // 2: google.cloud.documentai.v1.Evaluation.create_time:type_name -> google.protobuf.Timestamp |
| 3, // 3: google.cloud.documentai.v1.Evaluation.document_counters:type_name -> google.cloud.documentai.v1.Evaluation.Counters |
| 6, // 4: google.cloud.documentai.v1.Evaluation.all_entities_metrics:type_name -> google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics |
| 7, // 5: google.cloud.documentai.v1.Evaluation.entity_metrics:type_name -> google.cloud.documentai.v1.Evaluation.EntityMetricsEntry |
| 4, // 6: google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics.metrics:type_name -> google.cloud.documentai.v1.Evaluation.Metrics |
| 5, // 7: google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.confidence_level_metrics:type_name -> google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics |
| 5, // 8: google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.confidence_level_metrics_exact:type_name -> google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics |
| 0, // 9: google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.metrics_type:type_name -> google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType |
| 6, // 10: google.cloud.documentai.v1.Evaluation.EntityMetricsEntry.value:type_name -> google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics |
| 11, // [11:11] is the sub-list for method output_type |
| 11, // [11:11] is the sub-list for method input_type |
| 11, // [11:11] is the sub-list for extension type_name |
| 11, // [11:11] is the sub-list for extension extendee |
| 0, // [0:11] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_documentai_v1_evaluation_proto_init() } |
| func file_google_cloud_documentai_v1_evaluation_proto_init() { |
| if File_google_cloud_documentai_v1_evaluation_proto != nil { |
| return |
| } |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*EvaluationReference); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Evaluation); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Evaluation_Counters); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Evaluation_Metrics); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Evaluation_ConfidenceLevelMetrics); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_documentai_v1_evaluation_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Evaluation_MultiConfidenceMetrics); 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_documentai_v1_evaluation_proto_rawDesc, |
| NumEnums: 1, |
| NumMessages: 7, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_documentai_v1_evaluation_proto_goTypes, |
| DependencyIndexes: file_google_cloud_documentai_v1_evaluation_proto_depIdxs, |
| EnumInfos: file_google_cloud_documentai_v1_evaluation_proto_enumTypes, |
| MessageInfos: file_google_cloud_documentai_v1_evaluation_proto_msgTypes, |
| }.Build() |
| File_google_cloud_documentai_v1_evaluation_proto = out.File |
| file_google_cloud_documentai_v1_evaluation_proto_rawDesc = nil |
| file_google_cloud_documentai_v1_evaluation_proto_goTypes = nil |
| file_google_cloud_documentai_v1_evaluation_proto_depIdxs = nil |
| } |
