cloud.google.com/go/aiplatform@v1.106.0/apiv1/aiplatformpb/evaluation_service.pb.go (about)

     1  // Copyright 2025 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 v1.35.2
    18  // 	protoc        v4.25.7
    19  // source: google/cloud/aiplatform/v1/evaluation_service.proto
    20  
    21  package aiplatformpb
    22  
    23  import (
    24  	_ "google.golang.org/genproto/googleapis/api/annotations"
    25  	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
    26  	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
    27  	reflect "reflect"
    28  	sync "sync"
    29  )
    30  
    31  const (
    32  	// Verify that this generated code is sufficiently up-to-date.
    33  	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
    34  	// Verify that runtime/protoimpl is sufficiently up-to-date.
    35  	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
    36  )
    37  
    38  // Pairwise prediction autorater preference.
    39  type PairwiseChoice int32
    40  
    41  const (
    42  	// Unspecified prediction choice.
    43  	PairwiseChoice_PAIRWISE_CHOICE_UNSPECIFIED PairwiseChoice = 0
    44  	// Baseline prediction wins
    45  	PairwiseChoice_BASELINE PairwiseChoice = 1
    46  	// Candidate prediction wins
    47  	PairwiseChoice_CANDIDATE PairwiseChoice = 2
    48  	// Winner cannot be determined
    49  	PairwiseChoice_TIE PairwiseChoice = 3
    50  )
    51  
    52  // Enum value maps for PairwiseChoice.
    53  var (
    54  	PairwiseChoice_name = map[int32]string{
    55  		0: "PAIRWISE_CHOICE_UNSPECIFIED",
    56  		1: "BASELINE",
    57  		2: "CANDIDATE",
    58  		3: "TIE",
    59  	}
    60  	PairwiseChoice_value = map[string]int32{
    61  		"PAIRWISE_CHOICE_UNSPECIFIED": 0,
    62  		"BASELINE":                    1,
    63  		"CANDIDATE":                   2,
    64  		"TIE":                         3,
    65  	}
    66  )
    67  
    68  func (x PairwiseChoice) Enum() *PairwiseChoice {
    69  	p := new(PairwiseChoice)
    70  	*p = x
    71  	return p
    72  }
    73  
    74  func (x PairwiseChoice) String() string {
    75  	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
    76  }
    77  
    78  func (PairwiseChoice) Descriptor() protoreflect.EnumDescriptor {
    79  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[0].Descriptor()
    80  }
    81  
    82  func (PairwiseChoice) Type() protoreflect.EnumType {
    83  	return &file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[0]
    84  }
    85  
    86  func (x PairwiseChoice) Number() protoreflect.EnumNumber {
    87  	return protoreflect.EnumNumber(x)
    88  }
    89  
    90  // Deprecated: Use PairwiseChoice.Descriptor instead.
    91  func (PairwiseChoice) EnumDescriptor() ([]byte, []int) {
    92  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{0}
    93  }
    94  
    95  // Comet version options.
    96  type CometSpec_CometVersion int32
    97  
    98  const (
    99  	// Comet version unspecified.
   100  	CometSpec_COMET_VERSION_UNSPECIFIED CometSpec_CometVersion = 0
   101  	// Comet 22 for translation + source + reference
   102  	// (source-reference-combined).
   103  	CometSpec_COMET_22_SRC_REF CometSpec_CometVersion = 2
   104  )
   105  
   106  // Enum value maps for CometSpec_CometVersion.
   107  var (
   108  	CometSpec_CometVersion_name = map[int32]string{
   109  		0: "COMET_VERSION_UNSPECIFIED",
   110  		2: "COMET_22_SRC_REF",
   111  	}
   112  	CometSpec_CometVersion_value = map[string]int32{
   113  		"COMET_VERSION_UNSPECIFIED": 0,
   114  		"COMET_22_SRC_REF":          2,
   115  	}
   116  )
   117  
   118  func (x CometSpec_CometVersion) Enum() *CometSpec_CometVersion {
   119  	p := new(CometSpec_CometVersion)
   120  	*p = x
   121  	return p
   122  }
   123  
   124  func (x CometSpec_CometVersion) String() string {
   125  	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
   126  }
   127  
   128  func (CometSpec_CometVersion) Descriptor() protoreflect.EnumDescriptor {
   129  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[1].Descriptor()
   130  }
   131  
   132  func (CometSpec_CometVersion) Type() protoreflect.EnumType {
   133  	return &file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[1]
   134  }
   135  
   136  func (x CometSpec_CometVersion) Number() protoreflect.EnumNumber {
   137  	return protoreflect.EnumNumber(x)
   138  }
   139  
   140  // Deprecated: Use CometSpec_CometVersion.Descriptor instead.
   141  func (CometSpec_CometVersion) EnumDescriptor() ([]byte, []int) {
   142  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{102, 0}
   143  }
   144  
   145  // MetricX Version options.
   146  type MetricxSpec_MetricxVersion int32
   147  
   148  const (
   149  	// MetricX version unspecified.
   150  	MetricxSpec_METRICX_VERSION_UNSPECIFIED MetricxSpec_MetricxVersion = 0
   151  	// MetricX 2024 (2.6) for translation + reference (reference-based).
   152  	MetricxSpec_METRICX_24_REF MetricxSpec_MetricxVersion = 1
   153  	// MetricX 2024 (2.6) for translation + source (QE).
   154  	MetricxSpec_METRICX_24_SRC MetricxSpec_MetricxVersion = 2
   155  	// MetricX 2024 (2.6) for translation + source + reference
   156  	// (source-reference-combined).
   157  	MetricxSpec_METRICX_24_SRC_REF MetricxSpec_MetricxVersion = 3
   158  )
   159  
   160  // Enum value maps for MetricxSpec_MetricxVersion.
   161  var (
   162  	MetricxSpec_MetricxVersion_name = map[int32]string{
   163  		0: "METRICX_VERSION_UNSPECIFIED",
   164  		1: "METRICX_24_REF",
   165  		2: "METRICX_24_SRC",
   166  		3: "METRICX_24_SRC_REF",
   167  	}
   168  	MetricxSpec_MetricxVersion_value = map[string]int32{
   169  		"METRICX_VERSION_UNSPECIFIED": 0,
   170  		"METRICX_24_REF":              1,
   171  		"METRICX_24_SRC":              2,
   172  		"METRICX_24_SRC_REF":          3,
   173  	}
   174  )
   175  
   176  func (x MetricxSpec_MetricxVersion) Enum() *MetricxSpec_MetricxVersion {
   177  	p := new(MetricxSpec_MetricxVersion)
   178  	*p = x
   179  	return p
   180  }
   181  
   182  func (x MetricxSpec_MetricxVersion) String() string {
   183  	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
   184  }
   185  
   186  func (MetricxSpec_MetricxVersion) Descriptor() protoreflect.EnumDescriptor {
   187  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[2].Descriptor()
   188  }
   189  
   190  func (MetricxSpec_MetricxVersion) Type() protoreflect.EnumType {
   191  	return &file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes[2]
   192  }
   193  
   194  func (x MetricxSpec_MetricxVersion) Number() protoreflect.EnumNumber {
   195  	return protoreflect.EnumNumber(x)
   196  }
   197  
   198  // Deprecated: Use MetricxSpec_MetricxVersion.Descriptor instead.
   199  func (MetricxSpec_MetricxVersion) EnumDescriptor() ([]byte, []int) {
   200  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{106, 0}
   201  }
   202  
   203  // Request message for EvaluationService.EvaluateInstances.
   204  type EvaluateInstancesRequest struct {
   205  	state         protoimpl.MessageState
   206  	sizeCache     protoimpl.SizeCache
   207  	unknownFields protoimpl.UnknownFields
   208  
   209  	// Instances and specs for evaluation
   210  	//
   211  	// Types that are assignable to MetricInputs:
   212  	//
   213  	//	*EvaluateInstancesRequest_ExactMatchInput
   214  	//	*EvaluateInstancesRequest_BleuInput
   215  	//	*EvaluateInstancesRequest_RougeInput
   216  	//	*EvaluateInstancesRequest_FluencyInput
   217  	//	*EvaluateInstancesRequest_CoherenceInput
   218  	//	*EvaluateInstancesRequest_SafetyInput
   219  	//	*EvaluateInstancesRequest_GroundednessInput
   220  	//	*EvaluateInstancesRequest_FulfillmentInput
   221  	//	*EvaluateInstancesRequest_SummarizationQualityInput
   222  	//	*EvaluateInstancesRequest_PairwiseSummarizationQualityInput
   223  	//	*EvaluateInstancesRequest_SummarizationHelpfulnessInput
   224  	//	*EvaluateInstancesRequest_SummarizationVerbosityInput
   225  	//	*EvaluateInstancesRequest_QuestionAnsweringQualityInput
   226  	//	*EvaluateInstancesRequest_PairwiseQuestionAnsweringQualityInput
   227  	//	*EvaluateInstancesRequest_QuestionAnsweringRelevanceInput
   228  	//	*EvaluateInstancesRequest_QuestionAnsweringHelpfulnessInput
   229  	//	*EvaluateInstancesRequest_QuestionAnsweringCorrectnessInput
   230  	//	*EvaluateInstancesRequest_PointwiseMetricInput
   231  	//	*EvaluateInstancesRequest_PairwiseMetricInput
   232  	//	*EvaluateInstancesRequest_ToolCallValidInput
   233  	//	*EvaluateInstancesRequest_ToolNameMatchInput
   234  	//	*EvaluateInstancesRequest_ToolParameterKeyMatchInput
   235  	//	*EvaluateInstancesRequest_ToolParameterKvMatchInput
   236  	//	*EvaluateInstancesRequest_CometInput
   237  	//	*EvaluateInstancesRequest_MetricxInput
   238  	MetricInputs isEvaluateInstancesRequest_MetricInputs `protobuf_oneof:"metric_inputs"`
   239  	// Required. The resource name of the Location to evaluate the instances.
   240  	// Format: `projects/{project}/locations/{location}`
   241  	Location string `protobuf:"bytes,1,opt,name=location,proto3" json:"location,omitempty"`
   242  }
   243  
   244  func (x *EvaluateInstancesRequest) Reset() {
   245  	*x = EvaluateInstancesRequest{}
   246  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[0]
   247  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   248  	ms.StoreMessageInfo(mi)
   249  }
   250  
   251  func (x *EvaluateInstancesRequest) String() string {
   252  	return protoimpl.X.MessageStringOf(x)
   253  }
   254  
   255  func (*EvaluateInstancesRequest) ProtoMessage() {}
   256  
   257  func (x *EvaluateInstancesRequest) ProtoReflect() protoreflect.Message {
   258  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[0]
   259  	if x != nil {
   260  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   261  		if ms.LoadMessageInfo() == nil {
   262  			ms.StoreMessageInfo(mi)
   263  		}
   264  		return ms
   265  	}
   266  	return mi.MessageOf(x)
   267  }
   268  
   269  // Deprecated: Use EvaluateInstancesRequest.ProtoReflect.Descriptor instead.
   270  func (*EvaluateInstancesRequest) Descriptor() ([]byte, []int) {
   271  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{0}
   272  }
   273  
   274  func (m *EvaluateInstancesRequest) GetMetricInputs() isEvaluateInstancesRequest_MetricInputs {
   275  	if m != nil {
   276  		return m.MetricInputs
   277  	}
   278  	return nil
   279  }
   280  
   281  func (x *EvaluateInstancesRequest) GetExactMatchInput() *ExactMatchInput {
   282  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_ExactMatchInput); ok {
   283  		return x.ExactMatchInput
   284  	}
   285  	return nil
   286  }
   287  
   288  func (x *EvaluateInstancesRequest) GetBleuInput() *BleuInput {
   289  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_BleuInput); ok {
   290  		return x.BleuInput
   291  	}
   292  	return nil
   293  }
   294  
   295  func (x *EvaluateInstancesRequest) GetRougeInput() *RougeInput {
   296  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_RougeInput); ok {
   297  		return x.RougeInput
   298  	}
   299  	return nil
   300  }
   301  
   302  func (x *EvaluateInstancesRequest) GetFluencyInput() *FluencyInput {
   303  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_FluencyInput); ok {
   304  		return x.FluencyInput
   305  	}
   306  	return nil
   307  }
   308  
   309  func (x *EvaluateInstancesRequest) GetCoherenceInput() *CoherenceInput {
   310  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_CoherenceInput); ok {
   311  		return x.CoherenceInput
   312  	}
   313  	return nil
   314  }
   315  
   316  func (x *EvaluateInstancesRequest) GetSafetyInput() *SafetyInput {
   317  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_SafetyInput); ok {
   318  		return x.SafetyInput
   319  	}
   320  	return nil
   321  }
   322  
   323  func (x *EvaluateInstancesRequest) GetGroundednessInput() *GroundednessInput {
   324  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_GroundednessInput); ok {
   325  		return x.GroundednessInput
   326  	}
   327  	return nil
   328  }
   329  
   330  func (x *EvaluateInstancesRequest) GetFulfillmentInput() *FulfillmentInput {
   331  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_FulfillmentInput); ok {
   332  		return x.FulfillmentInput
   333  	}
   334  	return nil
   335  }
   336  
   337  func (x *EvaluateInstancesRequest) GetSummarizationQualityInput() *SummarizationQualityInput {
   338  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_SummarizationQualityInput); ok {
   339  		return x.SummarizationQualityInput
   340  	}
   341  	return nil
   342  }
   343  
   344  func (x *EvaluateInstancesRequest) GetPairwiseSummarizationQualityInput() *PairwiseSummarizationQualityInput {
   345  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_PairwiseSummarizationQualityInput); ok {
   346  		return x.PairwiseSummarizationQualityInput
   347  	}
   348  	return nil
   349  }
   350  
   351  func (x *EvaluateInstancesRequest) GetSummarizationHelpfulnessInput() *SummarizationHelpfulnessInput {
   352  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_SummarizationHelpfulnessInput); ok {
   353  		return x.SummarizationHelpfulnessInput
   354  	}
   355  	return nil
   356  }
   357  
   358  func (x *EvaluateInstancesRequest) GetSummarizationVerbosityInput() *SummarizationVerbosityInput {
   359  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_SummarizationVerbosityInput); ok {
   360  		return x.SummarizationVerbosityInput
   361  	}
   362  	return nil
   363  }
   364  
   365  func (x *EvaluateInstancesRequest) GetQuestionAnsweringQualityInput() *QuestionAnsweringQualityInput {
   366  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_QuestionAnsweringQualityInput); ok {
   367  		return x.QuestionAnsweringQualityInput
   368  	}
   369  	return nil
   370  }
   371  
   372  func (x *EvaluateInstancesRequest) GetPairwiseQuestionAnsweringQualityInput() *PairwiseQuestionAnsweringQualityInput {
   373  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_PairwiseQuestionAnsweringQualityInput); ok {
   374  		return x.PairwiseQuestionAnsweringQualityInput
   375  	}
   376  	return nil
   377  }
   378  
   379  func (x *EvaluateInstancesRequest) GetQuestionAnsweringRelevanceInput() *QuestionAnsweringRelevanceInput {
   380  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_QuestionAnsweringRelevanceInput); ok {
   381  		return x.QuestionAnsweringRelevanceInput
   382  	}
   383  	return nil
   384  }
   385  
   386  func (x *EvaluateInstancesRequest) GetQuestionAnsweringHelpfulnessInput() *QuestionAnsweringHelpfulnessInput {
   387  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_QuestionAnsweringHelpfulnessInput); ok {
   388  		return x.QuestionAnsweringHelpfulnessInput
   389  	}
   390  	return nil
   391  }
   392  
   393  func (x *EvaluateInstancesRequest) GetQuestionAnsweringCorrectnessInput() *QuestionAnsweringCorrectnessInput {
   394  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_QuestionAnsweringCorrectnessInput); ok {
   395  		return x.QuestionAnsweringCorrectnessInput
   396  	}
   397  	return nil
   398  }
   399  
   400  func (x *EvaluateInstancesRequest) GetPointwiseMetricInput() *PointwiseMetricInput {
   401  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_PointwiseMetricInput); ok {
   402  		return x.PointwiseMetricInput
   403  	}
   404  	return nil
   405  }
   406  
   407  func (x *EvaluateInstancesRequest) GetPairwiseMetricInput() *PairwiseMetricInput {
   408  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_PairwiseMetricInput); ok {
   409  		return x.PairwiseMetricInput
   410  	}
   411  	return nil
   412  }
   413  
   414  func (x *EvaluateInstancesRequest) GetToolCallValidInput() *ToolCallValidInput {
   415  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_ToolCallValidInput); ok {
   416  		return x.ToolCallValidInput
   417  	}
   418  	return nil
   419  }
   420  
   421  func (x *EvaluateInstancesRequest) GetToolNameMatchInput() *ToolNameMatchInput {
   422  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_ToolNameMatchInput); ok {
   423  		return x.ToolNameMatchInput
   424  	}
   425  	return nil
   426  }
   427  
   428  func (x *EvaluateInstancesRequest) GetToolParameterKeyMatchInput() *ToolParameterKeyMatchInput {
   429  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_ToolParameterKeyMatchInput); ok {
   430  		return x.ToolParameterKeyMatchInput
   431  	}
   432  	return nil
   433  }
   434  
   435  func (x *EvaluateInstancesRequest) GetToolParameterKvMatchInput() *ToolParameterKVMatchInput {
   436  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_ToolParameterKvMatchInput); ok {
   437  		return x.ToolParameterKvMatchInput
   438  	}
   439  	return nil
   440  }
   441  
   442  func (x *EvaluateInstancesRequest) GetCometInput() *CometInput {
   443  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_CometInput); ok {
   444  		return x.CometInput
   445  	}
   446  	return nil
   447  }
   448  
   449  func (x *EvaluateInstancesRequest) GetMetricxInput() *MetricxInput {
   450  	if x, ok := x.GetMetricInputs().(*EvaluateInstancesRequest_MetricxInput); ok {
   451  		return x.MetricxInput
   452  	}
   453  	return nil
   454  }
   455  
   456  func (x *EvaluateInstancesRequest) GetLocation() string {
   457  	if x != nil {
   458  		return x.Location
   459  	}
   460  	return ""
   461  }
   462  
   463  type isEvaluateInstancesRequest_MetricInputs interface {
   464  	isEvaluateInstancesRequest_MetricInputs()
   465  }
   466  
   467  type EvaluateInstancesRequest_ExactMatchInput struct {
   468  	// Auto metric instances.
   469  	// Instances and metric spec for exact match metric.
   470  	ExactMatchInput *ExactMatchInput `protobuf:"bytes,2,opt,name=exact_match_input,json=exactMatchInput,proto3,oneof"`
   471  }
   472  
   473  type EvaluateInstancesRequest_BleuInput struct {
   474  	// Instances and metric spec for bleu metric.
   475  	BleuInput *BleuInput `protobuf:"bytes,3,opt,name=bleu_input,json=bleuInput,proto3,oneof"`
   476  }
   477  
   478  type EvaluateInstancesRequest_RougeInput struct {
   479  	// Instances and metric spec for rouge metric.
   480  	RougeInput *RougeInput `protobuf:"bytes,4,opt,name=rouge_input,json=rougeInput,proto3,oneof"`
   481  }
   482  
   483  type EvaluateInstancesRequest_FluencyInput struct {
   484  	// LLM-based metric instance.
   485  	// General text generation metrics, applicable to other categories.
   486  	// Input for fluency metric.
   487  	FluencyInput *FluencyInput `protobuf:"bytes,5,opt,name=fluency_input,json=fluencyInput,proto3,oneof"`
   488  }
   489  
   490  type EvaluateInstancesRequest_CoherenceInput struct {
   491  	// Input for coherence metric.
   492  	CoherenceInput *CoherenceInput `protobuf:"bytes,6,opt,name=coherence_input,json=coherenceInput,proto3,oneof"`
   493  }
   494  
   495  type EvaluateInstancesRequest_SafetyInput struct {
   496  	// Input for safety metric.
   497  	SafetyInput *SafetyInput `protobuf:"bytes,8,opt,name=safety_input,json=safetyInput,proto3,oneof"`
   498  }
   499  
   500  type EvaluateInstancesRequest_GroundednessInput struct {
   501  	// Input for groundedness metric.
   502  	GroundednessInput *GroundednessInput `protobuf:"bytes,9,opt,name=groundedness_input,json=groundednessInput,proto3,oneof"`
   503  }
   504  
   505  type EvaluateInstancesRequest_FulfillmentInput struct {
   506  	// Input for fulfillment metric.
   507  	FulfillmentInput *FulfillmentInput `protobuf:"bytes,12,opt,name=fulfillment_input,json=fulfillmentInput,proto3,oneof"`
   508  }
   509  
   510  type EvaluateInstancesRequest_SummarizationQualityInput struct {
   511  	// Input for summarization quality metric.
   512  	SummarizationQualityInput *SummarizationQualityInput `protobuf:"bytes,7,opt,name=summarization_quality_input,json=summarizationQualityInput,proto3,oneof"`
   513  }
   514  
   515  type EvaluateInstancesRequest_PairwiseSummarizationQualityInput struct {
   516  	// Input for pairwise summarization quality metric.
   517  	PairwiseSummarizationQualityInput *PairwiseSummarizationQualityInput `protobuf:"bytes,23,opt,name=pairwise_summarization_quality_input,json=pairwiseSummarizationQualityInput,proto3,oneof"`
   518  }
   519  
   520  type EvaluateInstancesRequest_SummarizationHelpfulnessInput struct {
   521  	// Input for summarization helpfulness metric.
   522  	SummarizationHelpfulnessInput *SummarizationHelpfulnessInput `protobuf:"bytes,14,opt,name=summarization_helpfulness_input,json=summarizationHelpfulnessInput,proto3,oneof"`
   523  }
   524  
   525  type EvaluateInstancesRequest_SummarizationVerbosityInput struct {
   526  	// Input for summarization verbosity metric.
   527  	SummarizationVerbosityInput *SummarizationVerbosityInput `protobuf:"bytes,15,opt,name=summarization_verbosity_input,json=summarizationVerbosityInput,proto3,oneof"`
   528  }
   529  
   530  type EvaluateInstancesRequest_QuestionAnsweringQualityInput struct {
   531  	// Input for question answering quality metric.
   532  	QuestionAnsweringQualityInput *QuestionAnsweringQualityInput `protobuf:"bytes,10,opt,name=question_answering_quality_input,json=questionAnsweringQualityInput,proto3,oneof"`
   533  }
   534  
   535  type EvaluateInstancesRequest_PairwiseQuestionAnsweringQualityInput struct {
   536  	// Input for pairwise question answering quality metric.
   537  	PairwiseQuestionAnsweringQualityInput *PairwiseQuestionAnsweringQualityInput `protobuf:"bytes,24,opt,name=pairwise_question_answering_quality_input,json=pairwiseQuestionAnsweringQualityInput,proto3,oneof"`
   538  }
   539  
   540  type EvaluateInstancesRequest_QuestionAnsweringRelevanceInput struct {
   541  	// Input for question answering relevance metric.
   542  	QuestionAnsweringRelevanceInput *QuestionAnsweringRelevanceInput `protobuf:"bytes,16,opt,name=question_answering_relevance_input,json=questionAnsweringRelevanceInput,proto3,oneof"`
   543  }
   544  
   545  type EvaluateInstancesRequest_QuestionAnsweringHelpfulnessInput struct {
   546  	// Input for question answering helpfulness
   547  	// metric.
   548  	QuestionAnsweringHelpfulnessInput *QuestionAnsweringHelpfulnessInput `protobuf:"bytes,17,opt,name=question_answering_helpfulness_input,json=questionAnsweringHelpfulnessInput,proto3,oneof"`
   549  }
   550  
   551  type EvaluateInstancesRequest_QuestionAnsweringCorrectnessInput struct {
   552  	// Input for question answering correctness
   553  	// metric.
   554  	QuestionAnsweringCorrectnessInput *QuestionAnsweringCorrectnessInput `protobuf:"bytes,18,opt,name=question_answering_correctness_input,json=questionAnsweringCorrectnessInput,proto3,oneof"`
   555  }
   556  
   557  type EvaluateInstancesRequest_PointwiseMetricInput struct {
   558  	// Input for pointwise metric.
   559  	PointwiseMetricInput *PointwiseMetricInput `protobuf:"bytes,28,opt,name=pointwise_metric_input,json=pointwiseMetricInput,proto3,oneof"`
   560  }
   561  
   562  type EvaluateInstancesRequest_PairwiseMetricInput struct {
   563  	// Input for pairwise metric.
   564  	PairwiseMetricInput *PairwiseMetricInput `protobuf:"bytes,29,opt,name=pairwise_metric_input,json=pairwiseMetricInput,proto3,oneof"`
   565  }
   566  
   567  type EvaluateInstancesRequest_ToolCallValidInput struct {
   568  	// Tool call metric instances.
   569  	// Input for tool call valid metric.
   570  	ToolCallValidInput *ToolCallValidInput `protobuf:"bytes,19,opt,name=tool_call_valid_input,json=toolCallValidInput,proto3,oneof"`
   571  }
   572  
   573  type EvaluateInstancesRequest_ToolNameMatchInput struct {
   574  	// Input for tool name match metric.
   575  	ToolNameMatchInput *ToolNameMatchInput `protobuf:"bytes,20,opt,name=tool_name_match_input,json=toolNameMatchInput,proto3,oneof"`
   576  }
   577  
   578  type EvaluateInstancesRequest_ToolParameterKeyMatchInput struct {
   579  	// Input for tool parameter key match metric.
   580  	ToolParameterKeyMatchInput *ToolParameterKeyMatchInput `protobuf:"bytes,21,opt,name=tool_parameter_key_match_input,json=toolParameterKeyMatchInput,proto3,oneof"`
   581  }
   582  
   583  type EvaluateInstancesRequest_ToolParameterKvMatchInput struct {
   584  	// Input for tool parameter key value match metric.
   585  	ToolParameterKvMatchInput *ToolParameterKVMatchInput `protobuf:"bytes,22,opt,name=tool_parameter_kv_match_input,json=toolParameterKvMatchInput,proto3,oneof"`
   586  }
   587  
   588  type EvaluateInstancesRequest_CometInput struct {
   589  	// Translation metrics.
   590  	// Input for Comet metric.
   591  	CometInput *CometInput `protobuf:"bytes,31,opt,name=comet_input,json=cometInput,proto3,oneof"`
   592  }
   593  
   594  type EvaluateInstancesRequest_MetricxInput struct {
   595  	// Input for Metricx metric.
   596  	MetricxInput *MetricxInput `protobuf:"bytes,32,opt,name=metricx_input,json=metricxInput,proto3,oneof"`
   597  }
   598  
   599  func (*EvaluateInstancesRequest_ExactMatchInput) isEvaluateInstancesRequest_MetricInputs() {}
   600  
   601  func (*EvaluateInstancesRequest_BleuInput) isEvaluateInstancesRequest_MetricInputs() {}
   602  
   603  func (*EvaluateInstancesRequest_RougeInput) isEvaluateInstancesRequest_MetricInputs() {}
   604  
   605  func (*EvaluateInstancesRequest_FluencyInput) isEvaluateInstancesRequest_MetricInputs() {}
   606  
   607  func (*EvaluateInstancesRequest_CoherenceInput) isEvaluateInstancesRequest_MetricInputs() {}
   608  
   609  func (*EvaluateInstancesRequest_SafetyInput) isEvaluateInstancesRequest_MetricInputs() {}
   610  
   611  func (*EvaluateInstancesRequest_GroundednessInput) isEvaluateInstancesRequest_MetricInputs() {}
   612  
   613  func (*EvaluateInstancesRequest_FulfillmentInput) isEvaluateInstancesRequest_MetricInputs() {}
   614  
   615  func (*EvaluateInstancesRequest_SummarizationQualityInput) isEvaluateInstancesRequest_MetricInputs() {
   616  }
   617  
   618  func (*EvaluateInstancesRequest_PairwiseSummarizationQualityInput) isEvaluateInstancesRequest_MetricInputs() {
   619  }
   620  
   621  func (*EvaluateInstancesRequest_SummarizationHelpfulnessInput) isEvaluateInstancesRequest_MetricInputs() {
   622  }
   623  
   624  func (*EvaluateInstancesRequest_SummarizationVerbosityInput) isEvaluateInstancesRequest_MetricInputs() {
   625  }
   626  
   627  func (*EvaluateInstancesRequest_QuestionAnsweringQualityInput) isEvaluateInstancesRequest_MetricInputs() {
   628  }
   629  
   630  func (*EvaluateInstancesRequest_PairwiseQuestionAnsweringQualityInput) isEvaluateInstancesRequest_MetricInputs() {
   631  }
   632  
   633  func (*EvaluateInstancesRequest_QuestionAnsweringRelevanceInput) isEvaluateInstancesRequest_MetricInputs() {
   634  }
   635  
   636  func (*EvaluateInstancesRequest_QuestionAnsweringHelpfulnessInput) isEvaluateInstancesRequest_MetricInputs() {
   637  }
   638  
   639  func (*EvaluateInstancesRequest_QuestionAnsweringCorrectnessInput) isEvaluateInstancesRequest_MetricInputs() {
   640  }
   641  
   642  func (*EvaluateInstancesRequest_PointwiseMetricInput) isEvaluateInstancesRequest_MetricInputs() {}
   643  
   644  func (*EvaluateInstancesRequest_PairwiseMetricInput) isEvaluateInstancesRequest_MetricInputs() {}
   645  
   646  func (*EvaluateInstancesRequest_ToolCallValidInput) isEvaluateInstancesRequest_MetricInputs() {}
   647  
   648  func (*EvaluateInstancesRequest_ToolNameMatchInput) isEvaluateInstancesRequest_MetricInputs() {}
   649  
   650  func (*EvaluateInstancesRequest_ToolParameterKeyMatchInput) isEvaluateInstancesRequest_MetricInputs() {
   651  }
   652  
   653  func (*EvaluateInstancesRequest_ToolParameterKvMatchInput) isEvaluateInstancesRequest_MetricInputs() {
   654  }
   655  
   656  func (*EvaluateInstancesRequest_CometInput) isEvaluateInstancesRequest_MetricInputs() {}
   657  
   658  func (*EvaluateInstancesRequest_MetricxInput) isEvaluateInstancesRequest_MetricInputs() {}
   659  
   660  // Response message for EvaluationService.EvaluateInstances.
   661  type EvaluateInstancesResponse struct {
   662  	state         protoimpl.MessageState
   663  	sizeCache     protoimpl.SizeCache
   664  	unknownFields protoimpl.UnknownFields
   665  
   666  	// Evaluation results will be served in the same order as presented in
   667  	// EvaluationRequest.instances.
   668  	//
   669  	// Types that are assignable to EvaluationResults:
   670  	//
   671  	//	*EvaluateInstancesResponse_ExactMatchResults
   672  	//	*EvaluateInstancesResponse_BleuResults
   673  	//	*EvaluateInstancesResponse_RougeResults
   674  	//	*EvaluateInstancesResponse_FluencyResult
   675  	//	*EvaluateInstancesResponse_CoherenceResult
   676  	//	*EvaluateInstancesResponse_SafetyResult
   677  	//	*EvaluateInstancesResponse_GroundednessResult
   678  	//	*EvaluateInstancesResponse_FulfillmentResult
   679  	//	*EvaluateInstancesResponse_SummarizationQualityResult
   680  	//	*EvaluateInstancesResponse_PairwiseSummarizationQualityResult
   681  	//	*EvaluateInstancesResponse_SummarizationHelpfulnessResult
   682  	//	*EvaluateInstancesResponse_SummarizationVerbosityResult
   683  	//	*EvaluateInstancesResponse_QuestionAnsweringQualityResult
   684  	//	*EvaluateInstancesResponse_PairwiseQuestionAnsweringQualityResult
   685  	//	*EvaluateInstancesResponse_QuestionAnsweringRelevanceResult
   686  	//	*EvaluateInstancesResponse_QuestionAnsweringHelpfulnessResult
   687  	//	*EvaluateInstancesResponse_QuestionAnsweringCorrectnessResult
   688  	//	*EvaluateInstancesResponse_PointwiseMetricResult
   689  	//	*EvaluateInstancesResponse_PairwiseMetricResult
   690  	//	*EvaluateInstancesResponse_ToolCallValidResults
   691  	//	*EvaluateInstancesResponse_ToolNameMatchResults
   692  	//	*EvaluateInstancesResponse_ToolParameterKeyMatchResults
   693  	//	*EvaluateInstancesResponse_ToolParameterKvMatchResults
   694  	//	*EvaluateInstancesResponse_CometResult
   695  	//	*EvaluateInstancesResponse_MetricxResult
   696  	EvaluationResults isEvaluateInstancesResponse_EvaluationResults `protobuf_oneof:"evaluation_results"`
   697  }
   698  
   699  func (x *EvaluateInstancesResponse) Reset() {
   700  	*x = EvaluateInstancesResponse{}
   701  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[1]
   702  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   703  	ms.StoreMessageInfo(mi)
   704  }
   705  
   706  func (x *EvaluateInstancesResponse) String() string {
   707  	return protoimpl.X.MessageStringOf(x)
   708  }
   709  
   710  func (*EvaluateInstancesResponse) ProtoMessage() {}
   711  
   712  func (x *EvaluateInstancesResponse) ProtoReflect() protoreflect.Message {
   713  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[1]
   714  	if x != nil {
   715  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   716  		if ms.LoadMessageInfo() == nil {
   717  			ms.StoreMessageInfo(mi)
   718  		}
   719  		return ms
   720  	}
   721  	return mi.MessageOf(x)
   722  }
   723  
   724  // Deprecated: Use EvaluateInstancesResponse.ProtoReflect.Descriptor instead.
   725  func (*EvaluateInstancesResponse) Descriptor() ([]byte, []int) {
   726  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{1}
   727  }
   728  
   729  func (m *EvaluateInstancesResponse) GetEvaluationResults() isEvaluateInstancesResponse_EvaluationResults {
   730  	if m != nil {
   731  		return m.EvaluationResults
   732  	}
   733  	return nil
   734  }
   735  
   736  func (x *EvaluateInstancesResponse) GetExactMatchResults() *ExactMatchResults {
   737  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_ExactMatchResults); ok {
   738  		return x.ExactMatchResults
   739  	}
   740  	return nil
   741  }
   742  
   743  func (x *EvaluateInstancesResponse) GetBleuResults() *BleuResults {
   744  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_BleuResults); ok {
   745  		return x.BleuResults
   746  	}
   747  	return nil
   748  }
   749  
   750  func (x *EvaluateInstancesResponse) GetRougeResults() *RougeResults {
   751  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_RougeResults); ok {
   752  		return x.RougeResults
   753  	}
   754  	return nil
   755  }
   756  
   757  func (x *EvaluateInstancesResponse) GetFluencyResult() *FluencyResult {
   758  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_FluencyResult); ok {
   759  		return x.FluencyResult
   760  	}
   761  	return nil
   762  }
   763  
   764  func (x *EvaluateInstancesResponse) GetCoherenceResult() *CoherenceResult {
   765  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_CoherenceResult); ok {
   766  		return x.CoherenceResult
   767  	}
   768  	return nil
   769  }
   770  
   771  func (x *EvaluateInstancesResponse) GetSafetyResult() *SafetyResult {
   772  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_SafetyResult); ok {
   773  		return x.SafetyResult
   774  	}
   775  	return nil
   776  }
   777  
   778  func (x *EvaluateInstancesResponse) GetGroundednessResult() *GroundednessResult {
   779  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_GroundednessResult); ok {
   780  		return x.GroundednessResult
   781  	}
   782  	return nil
   783  }
   784  
   785  func (x *EvaluateInstancesResponse) GetFulfillmentResult() *FulfillmentResult {
   786  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_FulfillmentResult); ok {
   787  		return x.FulfillmentResult
   788  	}
   789  	return nil
   790  }
   791  
   792  func (x *EvaluateInstancesResponse) GetSummarizationQualityResult() *SummarizationQualityResult {
   793  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_SummarizationQualityResult); ok {
   794  		return x.SummarizationQualityResult
   795  	}
   796  	return nil
   797  }
   798  
   799  func (x *EvaluateInstancesResponse) GetPairwiseSummarizationQualityResult() *PairwiseSummarizationQualityResult {
   800  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_PairwiseSummarizationQualityResult); ok {
   801  		return x.PairwiseSummarizationQualityResult
   802  	}
   803  	return nil
   804  }
   805  
   806  func (x *EvaluateInstancesResponse) GetSummarizationHelpfulnessResult() *SummarizationHelpfulnessResult {
   807  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_SummarizationHelpfulnessResult); ok {
   808  		return x.SummarizationHelpfulnessResult
   809  	}
   810  	return nil
   811  }
   812  
   813  func (x *EvaluateInstancesResponse) GetSummarizationVerbosityResult() *SummarizationVerbosityResult {
   814  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_SummarizationVerbosityResult); ok {
   815  		return x.SummarizationVerbosityResult
   816  	}
   817  	return nil
   818  }
   819  
   820  func (x *EvaluateInstancesResponse) GetQuestionAnsweringQualityResult() *QuestionAnsweringQualityResult {
   821  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_QuestionAnsweringQualityResult); ok {
   822  		return x.QuestionAnsweringQualityResult
   823  	}
   824  	return nil
   825  }
   826  
   827  func (x *EvaluateInstancesResponse) GetPairwiseQuestionAnsweringQualityResult() *PairwiseQuestionAnsweringQualityResult {
   828  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_PairwiseQuestionAnsweringQualityResult); ok {
   829  		return x.PairwiseQuestionAnsweringQualityResult
   830  	}
   831  	return nil
   832  }
   833  
   834  func (x *EvaluateInstancesResponse) GetQuestionAnsweringRelevanceResult() *QuestionAnsweringRelevanceResult {
   835  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_QuestionAnsweringRelevanceResult); ok {
   836  		return x.QuestionAnsweringRelevanceResult
   837  	}
   838  	return nil
   839  }
   840  
   841  func (x *EvaluateInstancesResponse) GetQuestionAnsweringHelpfulnessResult() *QuestionAnsweringHelpfulnessResult {
   842  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_QuestionAnsweringHelpfulnessResult); ok {
   843  		return x.QuestionAnsweringHelpfulnessResult
   844  	}
   845  	return nil
   846  }
   847  
   848  func (x *EvaluateInstancesResponse) GetQuestionAnsweringCorrectnessResult() *QuestionAnsweringCorrectnessResult {
   849  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_QuestionAnsweringCorrectnessResult); ok {
   850  		return x.QuestionAnsweringCorrectnessResult
   851  	}
   852  	return nil
   853  }
   854  
   855  func (x *EvaluateInstancesResponse) GetPointwiseMetricResult() *PointwiseMetricResult {
   856  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_PointwiseMetricResult); ok {
   857  		return x.PointwiseMetricResult
   858  	}
   859  	return nil
   860  }
   861  
   862  func (x *EvaluateInstancesResponse) GetPairwiseMetricResult() *PairwiseMetricResult {
   863  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_PairwiseMetricResult); ok {
   864  		return x.PairwiseMetricResult
   865  	}
   866  	return nil
   867  }
   868  
   869  func (x *EvaluateInstancesResponse) GetToolCallValidResults() *ToolCallValidResults {
   870  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_ToolCallValidResults); ok {
   871  		return x.ToolCallValidResults
   872  	}
   873  	return nil
   874  }
   875  
   876  func (x *EvaluateInstancesResponse) GetToolNameMatchResults() *ToolNameMatchResults {
   877  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_ToolNameMatchResults); ok {
   878  		return x.ToolNameMatchResults
   879  	}
   880  	return nil
   881  }
   882  
   883  func (x *EvaluateInstancesResponse) GetToolParameterKeyMatchResults() *ToolParameterKeyMatchResults {
   884  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_ToolParameterKeyMatchResults); ok {
   885  		return x.ToolParameterKeyMatchResults
   886  	}
   887  	return nil
   888  }
   889  
   890  func (x *EvaluateInstancesResponse) GetToolParameterKvMatchResults() *ToolParameterKVMatchResults {
   891  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_ToolParameterKvMatchResults); ok {
   892  		return x.ToolParameterKvMatchResults
   893  	}
   894  	return nil
   895  }
   896  
   897  func (x *EvaluateInstancesResponse) GetCometResult() *CometResult {
   898  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_CometResult); ok {
   899  		return x.CometResult
   900  	}
   901  	return nil
   902  }
   903  
   904  func (x *EvaluateInstancesResponse) GetMetricxResult() *MetricxResult {
   905  	if x, ok := x.GetEvaluationResults().(*EvaluateInstancesResponse_MetricxResult); ok {
   906  		return x.MetricxResult
   907  	}
   908  	return nil
   909  }
   910  
   911  type isEvaluateInstancesResponse_EvaluationResults interface {
   912  	isEvaluateInstancesResponse_EvaluationResults()
   913  }
   914  
   915  type EvaluateInstancesResponse_ExactMatchResults struct {
   916  	// Auto metric evaluation results.
   917  	// Results for exact match metric.
   918  	ExactMatchResults *ExactMatchResults `protobuf:"bytes,1,opt,name=exact_match_results,json=exactMatchResults,proto3,oneof"`
   919  }
   920  
   921  type EvaluateInstancesResponse_BleuResults struct {
   922  	// Results for bleu metric.
   923  	BleuResults *BleuResults `protobuf:"bytes,2,opt,name=bleu_results,json=bleuResults,proto3,oneof"`
   924  }
   925  
   926  type EvaluateInstancesResponse_RougeResults struct {
   927  	// Results for rouge metric.
   928  	RougeResults *RougeResults `protobuf:"bytes,3,opt,name=rouge_results,json=rougeResults,proto3,oneof"`
   929  }
   930  
   931  type EvaluateInstancesResponse_FluencyResult struct {
   932  	// LLM-based metric evaluation result.
   933  	// General text generation metrics, applicable to other categories.
   934  	// Result for fluency metric.
   935  	FluencyResult *FluencyResult `protobuf:"bytes,4,opt,name=fluency_result,json=fluencyResult,proto3,oneof"`
   936  }
   937  
   938  type EvaluateInstancesResponse_CoherenceResult struct {
   939  	// Result for coherence metric.
   940  	CoherenceResult *CoherenceResult `protobuf:"bytes,5,opt,name=coherence_result,json=coherenceResult,proto3,oneof"`
   941  }
   942  
   943  type EvaluateInstancesResponse_SafetyResult struct {
   944  	// Result for safety metric.
   945  	SafetyResult *SafetyResult `protobuf:"bytes,7,opt,name=safety_result,json=safetyResult,proto3,oneof"`
   946  }
   947  
   948  type EvaluateInstancesResponse_GroundednessResult struct {
   949  	// Result for groundedness metric.
   950  	GroundednessResult *GroundednessResult `protobuf:"bytes,8,opt,name=groundedness_result,json=groundednessResult,proto3,oneof"`
   951  }
   952  
   953  type EvaluateInstancesResponse_FulfillmentResult struct {
   954  	// Result for fulfillment metric.
   955  	FulfillmentResult *FulfillmentResult `protobuf:"bytes,11,opt,name=fulfillment_result,json=fulfillmentResult,proto3,oneof"`
   956  }
   957  
   958  type EvaluateInstancesResponse_SummarizationQualityResult struct {
   959  	// Summarization only metrics.
   960  	// Result for summarization quality metric.
   961  	SummarizationQualityResult *SummarizationQualityResult `protobuf:"bytes,6,opt,name=summarization_quality_result,json=summarizationQualityResult,proto3,oneof"`
   962  }
   963  
   964  type EvaluateInstancesResponse_PairwiseSummarizationQualityResult struct {
   965  	// Result for pairwise summarization quality metric.
   966  	PairwiseSummarizationQualityResult *PairwiseSummarizationQualityResult `protobuf:"bytes,22,opt,name=pairwise_summarization_quality_result,json=pairwiseSummarizationQualityResult,proto3,oneof"`
   967  }
   968  
   969  type EvaluateInstancesResponse_SummarizationHelpfulnessResult struct {
   970  	// Result for summarization helpfulness metric.
   971  	SummarizationHelpfulnessResult *SummarizationHelpfulnessResult `protobuf:"bytes,13,opt,name=summarization_helpfulness_result,json=summarizationHelpfulnessResult,proto3,oneof"`
   972  }
   973  
   974  type EvaluateInstancesResponse_SummarizationVerbosityResult struct {
   975  	// Result for summarization verbosity metric.
   976  	SummarizationVerbosityResult *SummarizationVerbosityResult `protobuf:"bytes,14,opt,name=summarization_verbosity_result,json=summarizationVerbosityResult,proto3,oneof"`
   977  }
   978  
   979  type EvaluateInstancesResponse_QuestionAnsweringQualityResult struct {
   980  	// Question answering only metrics.
   981  	// Result for question answering quality metric.
   982  	QuestionAnsweringQualityResult *QuestionAnsweringQualityResult `protobuf:"bytes,9,opt,name=question_answering_quality_result,json=questionAnsweringQualityResult,proto3,oneof"`
   983  }
   984  
   985  type EvaluateInstancesResponse_PairwiseQuestionAnsweringQualityResult struct {
   986  	// Result for pairwise question answering quality metric.
   987  	PairwiseQuestionAnsweringQualityResult *PairwiseQuestionAnsweringQualityResult `protobuf:"bytes,23,opt,name=pairwise_question_answering_quality_result,json=pairwiseQuestionAnsweringQualityResult,proto3,oneof"`
   988  }
   989  
   990  type EvaluateInstancesResponse_QuestionAnsweringRelevanceResult struct {
   991  	// Result for question answering relevance metric.
   992  	QuestionAnsweringRelevanceResult *QuestionAnsweringRelevanceResult `protobuf:"bytes,15,opt,name=question_answering_relevance_result,json=questionAnsweringRelevanceResult,proto3,oneof"`
   993  }
   994  
   995  type EvaluateInstancesResponse_QuestionAnsweringHelpfulnessResult struct {
   996  	// Result for question answering helpfulness metric.
   997  	QuestionAnsweringHelpfulnessResult *QuestionAnsweringHelpfulnessResult `protobuf:"bytes,16,opt,name=question_answering_helpfulness_result,json=questionAnsweringHelpfulnessResult,proto3,oneof"`
   998  }
   999  
  1000  type EvaluateInstancesResponse_QuestionAnsweringCorrectnessResult struct {
  1001  	// Result for question answering correctness metric.
  1002  	QuestionAnsweringCorrectnessResult *QuestionAnsweringCorrectnessResult `protobuf:"bytes,17,opt,name=question_answering_correctness_result,json=questionAnsweringCorrectnessResult,proto3,oneof"`
  1003  }
  1004  
  1005  type EvaluateInstancesResponse_PointwiseMetricResult struct {
  1006  	// Generic metrics.
  1007  	// Result for pointwise metric.
  1008  	PointwiseMetricResult *PointwiseMetricResult `protobuf:"bytes,27,opt,name=pointwise_metric_result,json=pointwiseMetricResult,proto3,oneof"`
  1009  }
  1010  
  1011  type EvaluateInstancesResponse_PairwiseMetricResult struct {
  1012  	// Result for pairwise metric.
  1013  	PairwiseMetricResult *PairwiseMetricResult `protobuf:"bytes,28,opt,name=pairwise_metric_result,json=pairwiseMetricResult,proto3,oneof"`
  1014  }
  1015  
  1016  type EvaluateInstancesResponse_ToolCallValidResults struct {
  1017  	// Tool call metrics.
  1018  	//
  1019  	//	Results for tool call valid metric.
  1020  	ToolCallValidResults *ToolCallValidResults `protobuf:"bytes,18,opt,name=tool_call_valid_results,json=toolCallValidResults,proto3,oneof"`
  1021  }
  1022  
  1023  type EvaluateInstancesResponse_ToolNameMatchResults struct {
  1024  	// Results for tool name match metric.
  1025  	ToolNameMatchResults *ToolNameMatchResults `protobuf:"bytes,19,opt,name=tool_name_match_results,json=toolNameMatchResults,proto3,oneof"`
  1026  }
  1027  
  1028  type EvaluateInstancesResponse_ToolParameterKeyMatchResults struct {
  1029  	// Results for tool parameter key match  metric.
  1030  	ToolParameterKeyMatchResults *ToolParameterKeyMatchResults `protobuf:"bytes,20,opt,name=tool_parameter_key_match_results,json=toolParameterKeyMatchResults,proto3,oneof"`
  1031  }
  1032  
  1033  type EvaluateInstancesResponse_ToolParameterKvMatchResults struct {
  1034  	// Results for tool parameter key value match metric.
  1035  	ToolParameterKvMatchResults *ToolParameterKVMatchResults `protobuf:"bytes,21,opt,name=tool_parameter_kv_match_results,json=toolParameterKvMatchResults,proto3,oneof"`
  1036  }
  1037  
  1038  type EvaluateInstancesResponse_CometResult struct {
  1039  	// Translation metrics.
  1040  	// Result for Comet metric.
  1041  	CometResult *CometResult `protobuf:"bytes,29,opt,name=comet_result,json=cometResult,proto3,oneof"`
  1042  }
  1043  
  1044  type EvaluateInstancesResponse_MetricxResult struct {
  1045  	// Result for Metricx metric.
  1046  	MetricxResult *MetricxResult `protobuf:"bytes,30,opt,name=metricx_result,json=metricxResult,proto3,oneof"`
  1047  }
  1048  
  1049  func (*EvaluateInstancesResponse_ExactMatchResults) isEvaluateInstancesResponse_EvaluationResults() {}
  1050  
  1051  func (*EvaluateInstancesResponse_BleuResults) isEvaluateInstancesResponse_EvaluationResults() {}
  1052  
  1053  func (*EvaluateInstancesResponse_RougeResults) isEvaluateInstancesResponse_EvaluationResults() {}
  1054  
  1055  func (*EvaluateInstancesResponse_FluencyResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1056  
  1057  func (*EvaluateInstancesResponse_CoherenceResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1058  
  1059  func (*EvaluateInstancesResponse_SafetyResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1060  
  1061  func (*EvaluateInstancesResponse_GroundednessResult) isEvaluateInstancesResponse_EvaluationResults() {
  1062  }
  1063  
  1064  func (*EvaluateInstancesResponse_FulfillmentResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1065  
  1066  func (*EvaluateInstancesResponse_SummarizationQualityResult) isEvaluateInstancesResponse_EvaluationResults() {
  1067  }
  1068  
  1069  func (*EvaluateInstancesResponse_PairwiseSummarizationQualityResult) isEvaluateInstancesResponse_EvaluationResults() {
  1070  }
  1071  
  1072  func (*EvaluateInstancesResponse_SummarizationHelpfulnessResult) isEvaluateInstancesResponse_EvaluationResults() {
  1073  }
  1074  
  1075  func (*EvaluateInstancesResponse_SummarizationVerbosityResult) isEvaluateInstancesResponse_EvaluationResults() {
  1076  }
  1077  
  1078  func (*EvaluateInstancesResponse_QuestionAnsweringQualityResult) isEvaluateInstancesResponse_EvaluationResults() {
  1079  }
  1080  
  1081  func (*EvaluateInstancesResponse_PairwiseQuestionAnsweringQualityResult) isEvaluateInstancesResponse_EvaluationResults() {
  1082  }
  1083  
  1084  func (*EvaluateInstancesResponse_QuestionAnsweringRelevanceResult) isEvaluateInstancesResponse_EvaluationResults() {
  1085  }
  1086  
  1087  func (*EvaluateInstancesResponse_QuestionAnsweringHelpfulnessResult) isEvaluateInstancesResponse_EvaluationResults() {
  1088  }
  1089  
  1090  func (*EvaluateInstancesResponse_QuestionAnsweringCorrectnessResult) isEvaluateInstancesResponse_EvaluationResults() {
  1091  }
  1092  
  1093  func (*EvaluateInstancesResponse_PointwiseMetricResult) isEvaluateInstancesResponse_EvaluationResults() {
  1094  }
  1095  
  1096  func (*EvaluateInstancesResponse_PairwiseMetricResult) isEvaluateInstancesResponse_EvaluationResults() {
  1097  }
  1098  
  1099  func (*EvaluateInstancesResponse_ToolCallValidResults) isEvaluateInstancesResponse_EvaluationResults() {
  1100  }
  1101  
  1102  func (*EvaluateInstancesResponse_ToolNameMatchResults) isEvaluateInstancesResponse_EvaluationResults() {
  1103  }
  1104  
  1105  func (*EvaluateInstancesResponse_ToolParameterKeyMatchResults) isEvaluateInstancesResponse_EvaluationResults() {
  1106  }
  1107  
  1108  func (*EvaluateInstancesResponse_ToolParameterKvMatchResults) isEvaluateInstancesResponse_EvaluationResults() {
  1109  }
  1110  
  1111  func (*EvaluateInstancesResponse_CometResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1112  
  1113  func (*EvaluateInstancesResponse_MetricxResult) isEvaluateInstancesResponse_EvaluationResults() {}
  1114  
  1115  // Input for exact match metric.
  1116  type ExactMatchInput struct {
  1117  	state         protoimpl.MessageState
  1118  	sizeCache     protoimpl.SizeCache
  1119  	unknownFields protoimpl.UnknownFields
  1120  
  1121  	// Required. Spec for exact match metric.
  1122  	MetricSpec *ExactMatchSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  1123  	// Required. Repeated exact match instances.
  1124  	Instances []*ExactMatchInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  1125  }
  1126  
  1127  func (x *ExactMatchInput) Reset() {
  1128  	*x = ExactMatchInput{}
  1129  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[2]
  1130  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1131  	ms.StoreMessageInfo(mi)
  1132  }
  1133  
  1134  func (x *ExactMatchInput) String() string {
  1135  	return protoimpl.X.MessageStringOf(x)
  1136  }
  1137  
  1138  func (*ExactMatchInput) ProtoMessage() {}
  1139  
  1140  func (x *ExactMatchInput) ProtoReflect() protoreflect.Message {
  1141  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[2]
  1142  	if x != nil {
  1143  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1144  		if ms.LoadMessageInfo() == nil {
  1145  			ms.StoreMessageInfo(mi)
  1146  		}
  1147  		return ms
  1148  	}
  1149  	return mi.MessageOf(x)
  1150  }
  1151  
  1152  // Deprecated: Use ExactMatchInput.ProtoReflect.Descriptor instead.
  1153  func (*ExactMatchInput) Descriptor() ([]byte, []int) {
  1154  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{2}
  1155  }
  1156  
  1157  func (x *ExactMatchInput) GetMetricSpec() *ExactMatchSpec {
  1158  	if x != nil {
  1159  		return x.MetricSpec
  1160  	}
  1161  	return nil
  1162  }
  1163  
  1164  func (x *ExactMatchInput) GetInstances() []*ExactMatchInstance {
  1165  	if x != nil {
  1166  		return x.Instances
  1167  	}
  1168  	return nil
  1169  }
  1170  
  1171  // Spec for exact match instance.
  1172  type ExactMatchInstance struct {
  1173  	state         protoimpl.MessageState
  1174  	sizeCache     protoimpl.SizeCache
  1175  	unknownFields protoimpl.UnknownFields
  1176  
  1177  	// Required. Output of the evaluated model.
  1178  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  1179  	// Required. Ground truth used to compare against the prediction.
  1180  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  1181  }
  1182  
  1183  func (x *ExactMatchInstance) Reset() {
  1184  	*x = ExactMatchInstance{}
  1185  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[3]
  1186  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1187  	ms.StoreMessageInfo(mi)
  1188  }
  1189  
  1190  func (x *ExactMatchInstance) String() string {
  1191  	return protoimpl.X.MessageStringOf(x)
  1192  }
  1193  
  1194  func (*ExactMatchInstance) ProtoMessage() {}
  1195  
  1196  func (x *ExactMatchInstance) ProtoReflect() protoreflect.Message {
  1197  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[3]
  1198  	if x != nil {
  1199  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1200  		if ms.LoadMessageInfo() == nil {
  1201  			ms.StoreMessageInfo(mi)
  1202  		}
  1203  		return ms
  1204  	}
  1205  	return mi.MessageOf(x)
  1206  }
  1207  
  1208  // Deprecated: Use ExactMatchInstance.ProtoReflect.Descriptor instead.
  1209  func (*ExactMatchInstance) Descriptor() ([]byte, []int) {
  1210  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{3}
  1211  }
  1212  
  1213  func (x *ExactMatchInstance) GetPrediction() string {
  1214  	if x != nil && x.Prediction != nil {
  1215  		return *x.Prediction
  1216  	}
  1217  	return ""
  1218  }
  1219  
  1220  func (x *ExactMatchInstance) GetReference() string {
  1221  	if x != nil && x.Reference != nil {
  1222  		return *x.Reference
  1223  	}
  1224  	return ""
  1225  }
  1226  
  1227  // Spec for exact match metric - returns 1 if prediction and reference exactly
  1228  // matches, otherwise 0.
  1229  type ExactMatchSpec struct {
  1230  	state         protoimpl.MessageState
  1231  	sizeCache     protoimpl.SizeCache
  1232  	unknownFields protoimpl.UnknownFields
  1233  }
  1234  
  1235  func (x *ExactMatchSpec) Reset() {
  1236  	*x = ExactMatchSpec{}
  1237  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[4]
  1238  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1239  	ms.StoreMessageInfo(mi)
  1240  }
  1241  
  1242  func (x *ExactMatchSpec) String() string {
  1243  	return protoimpl.X.MessageStringOf(x)
  1244  }
  1245  
  1246  func (*ExactMatchSpec) ProtoMessage() {}
  1247  
  1248  func (x *ExactMatchSpec) ProtoReflect() protoreflect.Message {
  1249  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[4]
  1250  	if x != nil {
  1251  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1252  		if ms.LoadMessageInfo() == nil {
  1253  			ms.StoreMessageInfo(mi)
  1254  		}
  1255  		return ms
  1256  	}
  1257  	return mi.MessageOf(x)
  1258  }
  1259  
  1260  // Deprecated: Use ExactMatchSpec.ProtoReflect.Descriptor instead.
  1261  func (*ExactMatchSpec) Descriptor() ([]byte, []int) {
  1262  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{4}
  1263  }
  1264  
  1265  // Results for exact match metric.
  1266  type ExactMatchResults struct {
  1267  	state         protoimpl.MessageState
  1268  	sizeCache     protoimpl.SizeCache
  1269  	unknownFields protoimpl.UnknownFields
  1270  
  1271  	// Output only. Exact match metric values.
  1272  	ExactMatchMetricValues []*ExactMatchMetricValue `protobuf:"bytes,1,rep,name=exact_match_metric_values,json=exactMatchMetricValues,proto3" json:"exact_match_metric_values,omitempty"`
  1273  }
  1274  
  1275  func (x *ExactMatchResults) Reset() {
  1276  	*x = ExactMatchResults{}
  1277  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[5]
  1278  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1279  	ms.StoreMessageInfo(mi)
  1280  }
  1281  
  1282  func (x *ExactMatchResults) String() string {
  1283  	return protoimpl.X.MessageStringOf(x)
  1284  }
  1285  
  1286  func (*ExactMatchResults) ProtoMessage() {}
  1287  
  1288  func (x *ExactMatchResults) ProtoReflect() protoreflect.Message {
  1289  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[5]
  1290  	if x != nil {
  1291  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1292  		if ms.LoadMessageInfo() == nil {
  1293  			ms.StoreMessageInfo(mi)
  1294  		}
  1295  		return ms
  1296  	}
  1297  	return mi.MessageOf(x)
  1298  }
  1299  
  1300  // Deprecated: Use ExactMatchResults.ProtoReflect.Descriptor instead.
  1301  func (*ExactMatchResults) Descriptor() ([]byte, []int) {
  1302  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{5}
  1303  }
  1304  
  1305  func (x *ExactMatchResults) GetExactMatchMetricValues() []*ExactMatchMetricValue {
  1306  	if x != nil {
  1307  		return x.ExactMatchMetricValues
  1308  	}
  1309  	return nil
  1310  }
  1311  
  1312  // Exact match metric value for an instance.
  1313  type ExactMatchMetricValue struct {
  1314  	state         protoimpl.MessageState
  1315  	sizeCache     protoimpl.SizeCache
  1316  	unknownFields protoimpl.UnknownFields
  1317  
  1318  	// Output only. Exact match score.
  1319  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  1320  }
  1321  
  1322  func (x *ExactMatchMetricValue) Reset() {
  1323  	*x = ExactMatchMetricValue{}
  1324  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[6]
  1325  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1326  	ms.StoreMessageInfo(mi)
  1327  }
  1328  
  1329  func (x *ExactMatchMetricValue) String() string {
  1330  	return protoimpl.X.MessageStringOf(x)
  1331  }
  1332  
  1333  func (*ExactMatchMetricValue) ProtoMessage() {}
  1334  
  1335  func (x *ExactMatchMetricValue) ProtoReflect() protoreflect.Message {
  1336  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[6]
  1337  	if x != nil {
  1338  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1339  		if ms.LoadMessageInfo() == nil {
  1340  			ms.StoreMessageInfo(mi)
  1341  		}
  1342  		return ms
  1343  	}
  1344  	return mi.MessageOf(x)
  1345  }
  1346  
  1347  // Deprecated: Use ExactMatchMetricValue.ProtoReflect.Descriptor instead.
  1348  func (*ExactMatchMetricValue) Descriptor() ([]byte, []int) {
  1349  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{6}
  1350  }
  1351  
  1352  func (x *ExactMatchMetricValue) GetScore() float32 {
  1353  	if x != nil && x.Score != nil {
  1354  		return *x.Score
  1355  	}
  1356  	return 0
  1357  }
  1358  
  1359  // Input for bleu metric.
  1360  type BleuInput struct {
  1361  	state         protoimpl.MessageState
  1362  	sizeCache     protoimpl.SizeCache
  1363  	unknownFields protoimpl.UnknownFields
  1364  
  1365  	// Required. Spec for bleu score metric.
  1366  	MetricSpec *BleuSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  1367  	// Required. Repeated bleu instances.
  1368  	Instances []*BleuInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  1369  }
  1370  
  1371  func (x *BleuInput) Reset() {
  1372  	*x = BleuInput{}
  1373  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[7]
  1374  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1375  	ms.StoreMessageInfo(mi)
  1376  }
  1377  
  1378  func (x *BleuInput) String() string {
  1379  	return protoimpl.X.MessageStringOf(x)
  1380  }
  1381  
  1382  func (*BleuInput) ProtoMessage() {}
  1383  
  1384  func (x *BleuInput) ProtoReflect() protoreflect.Message {
  1385  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[7]
  1386  	if x != nil {
  1387  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1388  		if ms.LoadMessageInfo() == nil {
  1389  			ms.StoreMessageInfo(mi)
  1390  		}
  1391  		return ms
  1392  	}
  1393  	return mi.MessageOf(x)
  1394  }
  1395  
  1396  // Deprecated: Use BleuInput.ProtoReflect.Descriptor instead.
  1397  func (*BleuInput) Descriptor() ([]byte, []int) {
  1398  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{7}
  1399  }
  1400  
  1401  func (x *BleuInput) GetMetricSpec() *BleuSpec {
  1402  	if x != nil {
  1403  		return x.MetricSpec
  1404  	}
  1405  	return nil
  1406  }
  1407  
  1408  func (x *BleuInput) GetInstances() []*BleuInstance {
  1409  	if x != nil {
  1410  		return x.Instances
  1411  	}
  1412  	return nil
  1413  }
  1414  
  1415  // Spec for bleu instance.
  1416  type BleuInstance struct {
  1417  	state         protoimpl.MessageState
  1418  	sizeCache     protoimpl.SizeCache
  1419  	unknownFields protoimpl.UnknownFields
  1420  
  1421  	// Required. Output of the evaluated model.
  1422  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  1423  	// Required. Ground truth used to compare against the prediction.
  1424  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  1425  }
  1426  
  1427  func (x *BleuInstance) Reset() {
  1428  	*x = BleuInstance{}
  1429  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[8]
  1430  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1431  	ms.StoreMessageInfo(mi)
  1432  }
  1433  
  1434  func (x *BleuInstance) String() string {
  1435  	return protoimpl.X.MessageStringOf(x)
  1436  }
  1437  
  1438  func (*BleuInstance) ProtoMessage() {}
  1439  
  1440  func (x *BleuInstance) ProtoReflect() protoreflect.Message {
  1441  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[8]
  1442  	if x != nil {
  1443  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1444  		if ms.LoadMessageInfo() == nil {
  1445  			ms.StoreMessageInfo(mi)
  1446  		}
  1447  		return ms
  1448  	}
  1449  	return mi.MessageOf(x)
  1450  }
  1451  
  1452  // Deprecated: Use BleuInstance.ProtoReflect.Descriptor instead.
  1453  func (*BleuInstance) Descriptor() ([]byte, []int) {
  1454  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{8}
  1455  }
  1456  
  1457  func (x *BleuInstance) GetPrediction() string {
  1458  	if x != nil && x.Prediction != nil {
  1459  		return *x.Prediction
  1460  	}
  1461  	return ""
  1462  }
  1463  
  1464  func (x *BleuInstance) GetReference() string {
  1465  	if x != nil && x.Reference != nil {
  1466  		return *x.Reference
  1467  	}
  1468  	return ""
  1469  }
  1470  
  1471  // Spec for bleu score metric - calculates the precision of n-grams in the
  1472  // prediction as compared to reference - returns a score ranging between 0 to 1.
  1473  type BleuSpec struct {
  1474  	state         protoimpl.MessageState
  1475  	sizeCache     protoimpl.SizeCache
  1476  	unknownFields protoimpl.UnknownFields
  1477  
  1478  	// Optional. Whether to use_effective_order to compute bleu score.
  1479  	UseEffectiveOrder bool `protobuf:"varint,1,opt,name=use_effective_order,json=useEffectiveOrder,proto3" json:"use_effective_order,omitempty"`
  1480  }
  1481  
  1482  func (x *BleuSpec) Reset() {
  1483  	*x = BleuSpec{}
  1484  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[9]
  1485  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1486  	ms.StoreMessageInfo(mi)
  1487  }
  1488  
  1489  func (x *BleuSpec) String() string {
  1490  	return protoimpl.X.MessageStringOf(x)
  1491  }
  1492  
  1493  func (*BleuSpec) ProtoMessage() {}
  1494  
  1495  func (x *BleuSpec) ProtoReflect() protoreflect.Message {
  1496  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[9]
  1497  	if x != nil {
  1498  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1499  		if ms.LoadMessageInfo() == nil {
  1500  			ms.StoreMessageInfo(mi)
  1501  		}
  1502  		return ms
  1503  	}
  1504  	return mi.MessageOf(x)
  1505  }
  1506  
  1507  // Deprecated: Use BleuSpec.ProtoReflect.Descriptor instead.
  1508  func (*BleuSpec) Descriptor() ([]byte, []int) {
  1509  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{9}
  1510  }
  1511  
  1512  func (x *BleuSpec) GetUseEffectiveOrder() bool {
  1513  	if x != nil {
  1514  		return x.UseEffectiveOrder
  1515  	}
  1516  	return false
  1517  }
  1518  
  1519  // Results for bleu metric.
  1520  type BleuResults struct {
  1521  	state         protoimpl.MessageState
  1522  	sizeCache     protoimpl.SizeCache
  1523  	unknownFields protoimpl.UnknownFields
  1524  
  1525  	// Output only. Bleu metric values.
  1526  	BleuMetricValues []*BleuMetricValue `protobuf:"bytes,1,rep,name=bleu_metric_values,json=bleuMetricValues,proto3" json:"bleu_metric_values,omitempty"`
  1527  }
  1528  
  1529  func (x *BleuResults) Reset() {
  1530  	*x = BleuResults{}
  1531  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[10]
  1532  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1533  	ms.StoreMessageInfo(mi)
  1534  }
  1535  
  1536  func (x *BleuResults) String() string {
  1537  	return protoimpl.X.MessageStringOf(x)
  1538  }
  1539  
  1540  func (*BleuResults) ProtoMessage() {}
  1541  
  1542  func (x *BleuResults) ProtoReflect() protoreflect.Message {
  1543  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[10]
  1544  	if x != nil {
  1545  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1546  		if ms.LoadMessageInfo() == nil {
  1547  			ms.StoreMessageInfo(mi)
  1548  		}
  1549  		return ms
  1550  	}
  1551  	return mi.MessageOf(x)
  1552  }
  1553  
  1554  // Deprecated: Use BleuResults.ProtoReflect.Descriptor instead.
  1555  func (*BleuResults) Descriptor() ([]byte, []int) {
  1556  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{10}
  1557  }
  1558  
  1559  func (x *BleuResults) GetBleuMetricValues() []*BleuMetricValue {
  1560  	if x != nil {
  1561  		return x.BleuMetricValues
  1562  	}
  1563  	return nil
  1564  }
  1565  
  1566  // Bleu metric value for an instance.
  1567  type BleuMetricValue struct {
  1568  	state         protoimpl.MessageState
  1569  	sizeCache     protoimpl.SizeCache
  1570  	unknownFields protoimpl.UnknownFields
  1571  
  1572  	// Output only. Bleu score.
  1573  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  1574  }
  1575  
  1576  func (x *BleuMetricValue) Reset() {
  1577  	*x = BleuMetricValue{}
  1578  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[11]
  1579  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1580  	ms.StoreMessageInfo(mi)
  1581  }
  1582  
  1583  func (x *BleuMetricValue) String() string {
  1584  	return protoimpl.X.MessageStringOf(x)
  1585  }
  1586  
  1587  func (*BleuMetricValue) ProtoMessage() {}
  1588  
  1589  func (x *BleuMetricValue) ProtoReflect() protoreflect.Message {
  1590  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[11]
  1591  	if x != nil {
  1592  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1593  		if ms.LoadMessageInfo() == nil {
  1594  			ms.StoreMessageInfo(mi)
  1595  		}
  1596  		return ms
  1597  	}
  1598  	return mi.MessageOf(x)
  1599  }
  1600  
  1601  // Deprecated: Use BleuMetricValue.ProtoReflect.Descriptor instead.
  1602  func (*BleuMetricValue) Descriptor() ([]byte, []int) {
  1603  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{11}
  1604  }
  1605  
  1606  func (x *BleuMetricValue) GetScore() float32 {
  1607  	if x != nil && x.Score != nil {
  1608  		return *x.Score
  1609  	}
  1610  	return 0
  1611  }
  1612  
  1613  // Input for rouge metric.
  1614  type RougeInput struct {
  1615  	state         protoimpl.MessageState
  1616  	sizeCache     protoimpl.SizeCache
  1617  	unknownFields protoimpl.UnknownFields
  1618  
  1619  	// Required. Spec for rouge score metric.
  1620  	MetricSpec *RougeSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  1621  	// Required. Repeated rouge instances.
  1622  	Instances []*RougeInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  1623  }
  1624  
  1625  func (x *RougeInput) Reset() {
  1626  	*x = RougeInput{}
  1627  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[12]
  1628  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1629  	ms.StoreMessageInfo(mi)
  1630  }
  1631  
  1632  func (x *RougeInput) String() string {
  1633  	return protoimpl.X.MessageStringOf(x)
  1634  }
  1635  
  1636  func (*RougeInput) ProtoMessage() {}
  1637  
  1638  func (x *RougeInput) ProtoReflect() protoreflect.Message {
  1639  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[12]
  1640  	if x != nil {
  1641  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1642  		if ms.LoadMessageInfo() == nil {
  1643  			ms.StoreMessageInfo(mi)
  1644  		}
  1645  		return ms
  1646  	}
  1647  	return mi.MessageOf(x)
  1648  }
  1649  
  1650  // Deprecated: Use RougeInput.ProtoReflect.Descriptor instead.
  1651  func (*RougeInput) Descriptor() ([]byte, []int) {
  1652  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{12}
  1653  }
  1654  
  1655  func (x *RougeInput) GetMetricSpec() *RougeSpec {
  1656  	if x != nil {
  1657  		return x.MetricSpec
  1658  	}
  1659  	return nil
  1660  }
  1661  
  1662  func (x *RougeInput) GetInstances() []*RougeInstance {
  1663  	if x != nil {
  1664  		return x.Instances
  1665  	}
  1666  	return nil
  1667  }
  1668  
  1669  // Spec for rouge instance.
  1670  type RougeInstance struct {
  1671  	state         protoimpl.MessageState
  1672  	sizeCache     protoimpl.SizeCache
  1673  	unknownFields protoimpl.UnknownFields
  1674  
  1675  	// Required. Output of the evaluated model.
  1676  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  1677  	// Required. Ground truth used to compare against the prediction.
  1678  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  1679  }
  1680  
  1681  func (x *RougeInstance) Reset() {
  1682  	*x = RougeInstance{}
  1683  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[13]
  1684  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1685  	ms.StoreMessageInfo(mi)
  1686  }
  1687  
  1688  func (x *RougeInstance) String() string {
  1689  	return protoimpl.X.MessageStringOf(x)
  1690  }
  1691  
  1692  func (*RougeInstance) ProtoMessage() {}
  1693  
  1694  func (x *RougeInstance) ProtoReflect() protoreflect.Message {
  1695  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[13]
  1696  	if x != nil {
  1697  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1698  		if ms.LoadMessageInfo() == nil {
  1699  			ms.StoreMessageInfo(mi)
  1700  		}
  1701  		return ms
  1702  	}
  1703  	return mi.MessageOf(x)
  1704  }
  1705  
  1706  // Deprecated: Use RougeInstance.ProtoReflect.Descriptor instead.
  1707  func (*RougeInstance) Descriptor() ([]byte, []int) {
  1708  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{13}
  1709  }
  1710  
  1711  func (x *RougeInstance) GetPrediction() string {
  1712  	if x != nil && x.Prediction != nil {
  1713  		return *x.Prediction
  1714  	}
  1715  	return ""
  1716  }
  1717  
  1718  func (x *RougeInstance) GetReference() string {
  1719  	if x != nil && x.Reference != nil {
  1720  		return *x.Reference
  1721  	}
  1722  	return ""
  1723  }
  1724  
  1725  // Spec for rouge score metric - calculates the recall of n-grams in prediction
  1726  // as compared to reference - returns a score ranging between 0 and 1.
  1727  type RougeSpec struct {
  1728  	state         protoimpl.MessageState
  1729  	sizeCache     protoimpl.SizeCache
  1730  	unknownFields protoimpl.UnknownFields
  1731  
  1732  	// Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.
  1733  	RougeType string `protobuf:"bytes,1,opt,name=rouge_type,json=rougeType,proto3" json:"rouge_type,omitempty"`
  1734  	// Optional. Whether to use stemmer to compute rouge score.
  1735  	UseStemmer bool `protobuf:"varint,2,opt,name=use_stemmer,json=useStemmer,proto3" json:"use_stemmer,omitempty"`
  1736  	// Optional. Whether to split summaries while using rougeLsum.
  1737  	SplitSummaries bool `protobuf:"varint,3,opt,name=split_summaries,json=splitSummaries,proto3" json:"split_summaries,omitempty"`
  1738  }
  1739  
  1740  func (x *RougeSpec) Reset() {
  1741  	*x = RougeSpec{}
  1742  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[14]
  1743  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1744  	ms.StoreMessageInfo(mi)
  1745  }
  1746  
  1747  func (x *RougeSpec) String() string {
  1748  	return protoimpl.X.MessageStringOf(x)
  1749  }
  1750  
  1751  func (*RougeSpec) ProtoMessage() {}
  1752  
  1753  func (x *RougeSpec) ProtoReflect() protoreflect.Message {
  1754  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[14]
  1755  	if x != nil {
  1756  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1757  		if ms.LoadMessageInfo() == nil {
  1758  			ms.StoreMessageInfo(mi)
  1759  		}
  1760  		return ms
  1761  	}
  1762  	return mi.MessageOf(x)
  1763  }
  1764  
  1765  // Deprecated: Use RougeSpec.ProtoReflect.Descriptor instead.
  1766  func (*RougeSpec) Descriptor() ([]byte, []int) {
  1767  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{14}
  1768  }
  1769  
  1770  func (x *RougeSpec) GetRougeType() string {
  1771  	if x != nil {
  1772  		return x.RougeType
  1773  	}
  1774  	return ""
  1775  }
  1776  
  1777  func (x *RougeSpec) GetUseStemmer() bool {
  1778  	if x != nil {
  1779  		return x.UseStemmer
  1780  	}
  1781  	return false
  1782  }
  1783  
  1784  func (x *RougeSpec) GetSplitSummaries() bool {
  1785  	if x != nil {
  1786  		return x.SplitSummaries
  1787  	}
  1788  	return false
  1789  }
  1790  
  1791  // Results for rouge metric.
  1792  type RougeResults struct {
  1793  	state         protoimpl.MessageState
  1794  	sizeCache     protoimpl.SizeCache
  1795  	unknownFields protoimpl.UnknownFields
  1796  
  1797  	// Output only. Rouge metric values.
  1798  	RougeMetricValues []*RougeMetricValue `protobuf:"bytes,1,rep,name=rouge_metric_values,json=rougeMetricValues,proto3" json:"rouge_metric_values,omitempty"`
  1799  }
  1800  
  1801  func (x *RougeResults) Reset() {
  1802  	*x = RougeResults{}
  1803  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[15]
  1804  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1805  	ms.StoreMessageInfo(mi)
  1806  }
  1807  
  1808  func (x *RougeResults) String() string {
  1809  	return protoimpl.X.MessageStringOf(x)
  1810  }
  1811  
  1812  func (*RougeResults) ProtoMessage() {}
  1813  
  1814  func (x *RougeResults) ProtoReflect() protoreflect.Message {
  1815  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[15]
  1816  	if x != nil {
  1817  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1818  		if ms.LoadMessageInfo() == nil {
  1819  			ms.StoreMessageInfo(mi)
  1820  		}
  1821  		return ms
  1822  	}
  1823  	return mi.MessageOf(x)
  1824  }
  1825  
  1826  // Deprecated: Use RougeResults.ProtoReflect.Descriptor instead.
  1827  func (*RougeResults) Descriptor() ([]byte, []int) {
  1828  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{15}
  1829  }
  1830  
  1831  func (x *RougeResults) GetRougeMetricValues() []*RougeMetricValue {
  1832  	if x != nil {
  1833  		return x.RougeMetricValues
  1834  	}
  1835  	return nil
  1836  }
  1837  
  1838  // Rouge metric value for an instance.
  1839  type RougeMetricValue struct {
  1840  	state         protoimpl.MessageState
  1841  	sizeCache     protoimpl.SizeCache
  1842  	unknownFields protoimpl.UnknownFields
  1843  
  1844  	// Output only. Rouge score.
  1845  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  1846  }
  1847  
  1848  func (x *RougeMetricValue) Reset() {
  1849  	*x = RougeMetricValue{}
  1850  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[16]
  1851  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1852  	ms.StoreMessageInfo(mi)
  1853  }
  1854  
  1855  func (x *RougeMetricValue) String() string {
  1856  	return protoimpl.X.MessageStringOf(x)
  1857  }
  1858  
  1859  func (*RougeMetricValue) ProtoMessage() {}
  1860  
  1861  func (x *RougeMetricValue) ProtoReflect() protoreflect.Message {
  1862  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[16]
  1863  	if x != nil {
  1864  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1865  		if ms.LoadMessageInfo() == nil {
  1866  			ms.StoreMessageInfo(mi)
  1867  		}
  1868  		return ms
  1869  	}
  1870  	return mi.MessageOf(x)
  1871  }
  1872  
  1873  // Deprecated: Use RougeMetricValue.ProtoReflect.Descriptor instead.
  1874  func (*RougeMetricValue) Descriptor() ([]byte, []int) {
  1875  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{16}
  1876  }
  1877  
  1878  func (x *RougeMetricValue) GetScore() float32 {
  1879  	if x != nil && x.Score != nil {
  1880  		return *x.Score
  1881  	}
  1882  	return 0
  1883  }
  1884  
  1885  // Input for coherence metric.
  1886  type CoherenceInput struct {
  1887  	state         protoimpl.MessageState
  1888  	sizeCache     protoimpl.SizeCache
  1889  	unknownFields protoimpl.UnknownFields
  1890  
  1891  	// Required. Spec for coherence score metric.
  1892  	MetricSpec *CoherenceSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  1893  	// Required. Coherence instance.
  1894  	Instance *CoherenceInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  1895  }
  1896  
  1897  func (x *CoherenceInput) Reset() {
  1898  	*x = CoherenceInput{}
  1899  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[17]
  1900  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1901  	ms.StoreMessageInfo(mi)
  1902  }
  1903  
  1904  func (x *CoherenceInput) String() string {
  1905  	return protoimpl.X.MessageStringOf(x)
  1906  }
  1907  
  1908  func (*CoherenceInput) ProtoMessage() {}
  1909  
  1910  func (x *CoherenceInput) ProtoReflect() protoreflect.Message {
  1911  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[17]
  1912  	if x != nil {
  1913  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1914  		if ms.LoadMessageInfo() == nil {
  1915  			ms.StoreMessageInfo(mi)
  1916  		}
  1917  		return ms
  1918  	}
  1919  	return mi.MessageOf(x)
  1920  }
  1921  
  1922  // Deprecated: Use CoherenceInput.ProtoReflect.Descriptor instead.
  1923  func (*CoherenceInput) Descriptor() ([]byte, []int) {
  1924  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{17}
  1925  }
  1926  
  1927  func (x *CoherenceInput) GetMetricSpec() *CoherenceSpec {
  1928  	if x != nil {
  1929  		return x.MetricSpec
  1930  	}
  1931  	return nil
  1932  }
  1933  
  1934  func (x *CoherenceInput) GetInstance() *CoherenceInstance {
  1935  	if x != nil {
  1936  		return x.Instance
  1937  	}
  1938  	return nil
  1939  }
  1940  
  1941  // Spec for coherence instance.
  1942  type CoherenceInstance struct {
  1943  	state         protoimpl.MessageState
  1944  	sizeCache     protoimpl.SizeCache
  1945  	unknownFields protoimpl.UnknownFields
  1946  
  1947  	// Required. Output of the evaluated model.
  1948  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  1949  }
  1950  
  1951  func (x *CoherenceInstance) Reset() {
  1952  	*x = CoherenceInstance{}
  1953  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[18]
  1954  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1955  	ms.StoreMessageInfo(mi)
  1956  }
  1957  
  1958  func (x *CoherenceInstance) String() string {
  1959  	return protoimpl.X.MessageStringOf(x)
  1960  }
  1961  
  1962  func (*CoherenceInstance) ProtoMessage() {}
  1963  
  1964  func (x *CoherenceInstance) ProtoReflect() protoreflect.Message {
  1965  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[18]
  1966  	if x != nil {
  1967  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  1968  		if ms.LoadMessageInfo() == nil {
  1969  			ms.StoreMessageInfo(mi)
  1970  		}
  1971  		return ms
  1972  	}
  1973  	return mi.MessageOf(x)
  1974  }
  1975  
  1976  // Deprecated: Use CoherenceInstance.ProtoReflect.Descriptor instead.
  1977  func (*CoherenceInstance) Descriptor() ([]byte, []int) {
  1978  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{18}
  1979  }
  1980  
  1981  func (x *CoherenceInstance) GetPrediction() string {
  1982  	if x != nil && x.Prediction != nil {
  1983  		return *x.Prediction
  1984  	}
  1985  	return ""
  1986  }
  1987  
  1988  // Spec for coherence score metric.
  1989  type CoherenceSpec struct {
  1990  	state         protoimpl.MessageState
  1991  	sizeCache     protoimpl.SizeCache
  1992  	unknownFields protoimpl.UnknownFields
  1993  
  1994  	// Optional. Which version to use for evaluation.
  1995  	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
  1996  }
  1997  
  1998  func (x *CoherenceSpec) Reset() {
  1999  	*x = CoherenceSpec{}
  2000  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[19]
  2001  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2002  	ms.StoreMessageInfo(mi)
  2003  }
  2004  
  2005  func (x *CoherenceSpec) String() string {
  2006  	return protoimpl.X.MessageStringOf(x)
  2007  }
  2008  
  2009  func (*CoherenceSpec) ProtoMessage() {}
  2010  
  2011  func (x *CoherenceSpec) ProtoReflect() protoreflect.Message {
  2012  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[19]
  2013  	if x != nil {
  2014  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2015  		if ms.LoadMessageInfo() == nil {
  2016  			ms.StoreMessageInfo(mi)
  2017  		}
  2018  		return ms
  2019  	}
  2020  	return mi.MessageOf(x)
  2021  }
  2022  
  2023  // Deprecated: Use CoherenceSpec.ProtoReflect.Descriptor instead.
  2024  func (*CoherenceSpec) Descriptor() ([]byte, []int) {
  2025  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{19}
  2026  }
  2027  
  2028  func (x *CoherenceSpec) GetVersion() int32 {
  2029  	if x != nil {
  2030  		return x.Version
  2031  	}
  2032  	return 0
  2033  }
  2034  
  2035  // Spec for coherence result.
  2036  type CoherenceResult struct {
  2037  	state         protoimpl.MessageState
  2038  	sizeCache     protoimpl.SizeCache
  2039  	unknownFields protoimpl.UnknownFields
  2040  
  2041  	// Output only. Coherence score.
  2042  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  2043  	// Output only. Explanation for coherence score.
  2044  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  2045  	// Output only. Confidence for coherence score.
  2046  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  2047  }
  2048  
  2049  func (x *CoherenceResult) Reset() {
  2050  	*x = CoherenceResult{}
  2051  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[20]
  2052  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2053  	ms.StoreMessageInfo(mi)
  2054  }
  2055  
  2056  func (x *CoherenceResult) String() string {
  2057  	return protoimpl.X.MessageStringOf(x)
  2058  }
  2059  
  2060  func (*CoherenceResult) ProtoMessage() {}
  2061  
  2062  func (x *CoherenceResult) ProtoReflect() protoreflect.Message {
  2063  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[20]
  2064  	if x != nil {
  2065  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2066  		if ms.LoadMessageInfo() == nil {
  2067  			ms.StoreMessageInfo(mi)
  2068  		}
  2069  		return ms
  2070  	}
  2071  	return mi.MessageOf(x)
  2072  }
  2073  
  2074  // Deprecated: Use CoherenceResult.ProtoReflect.Descriptor instead.
  2075  func (*CoherenceResult) Descriptor() ([]byte, []int) {
  2076  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{20}
  2077  }
  2078  
  2079  func (x *CoherenceResult) GetScore() float32 {
  2080  	if x != nil && x.Score != nil {
  2081  		return *x.Score
  2082  	}
  2083  	return 0
  2084  }
  2085  
  2086  func (x *CoherenceResult) GetExplanation() string {
  2087  	if x != nil {
  2088  		return x.Explanation
  2089  	}
  2090  	return ""
  2091  }
  2092  
  2093  func (x *CoherenceResult) GetConfidence() float32 {
  2094  	if x != nil && x.Confidence != nil {
  2095  		return *x.Confidence
  2096  	}
  2097  	return 0
  2098  }
  2099  
  2100  // Input for fluency metric.
  2101  type FluencyInput struct {
  2102  	state         protoimpl.MessageState
  2103  	sizeCache     protoimpl.SizeCache
  2104  	unknownFields protoimpl.UnknownFields
  2105  
  2106  	// Required. Spec for fluency score metric.
  2107  	MetricSpec *FluencySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  2108  	// Required. Fluency instance.
  2109  	Instance *FluencyInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  2110  }
  2111  
  2112  func (x *FluencyInput) Reset() {
  2113  	*x = FluencyInput{}
  2114  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[21]
  2115  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2116  	ms.StoreMessageInfo(mi)
  2117  }
  2118  
  2119  func (x *FluencyInput) String() string {
  2120  	return protoimpl.X.MessageStringOf(x)
  2121  }
  2122  
  2123  func (*FluencyInput) ProtoMessage() {}
  2124  
  2125  func (x *FluencyInput) ProtoReflect() protoreflect.Message {
  2126  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[21]
  2127  	if x != nil {
  2128  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2129  		if ms.LoadMessageInfo() == nil {
  2130  			ms.StoreMessageInfo(mi)
  2131  		}
  2132  		return ms
  2133  	}
  2134  	return mi.MessageOf(x)
  2135  }
  2136  
  2137  // Deprecated: Use FluencyInput.ProtoReflect.Descriptor instead.
  2138  func (*FluencyInput) Descriptor() ([]byte, []int) {
  2139  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{21}
  2140  }
  2141  
  2142  func (x *FluencyInput) GetMetricSpec() *FluencySpec {
  2143  	if x != nil {
  2144  		return x.MetricSpec
  2145  	}
  2146  	return nil
  2147  }
  2148  
  2149  func (x *FluencyInput) GetInstance() *FluencyInstance {
  2150  	if x != nil {
  2151  		return x.Instance
  2152  	}
  2153  	return nil
  2154  }
  2155  
  2156  // Spec for fluency instance.
  2157  type FluencyInstance struct {
  2158  	state         protoimpl.MessageState
  2159  	sizeCache     protoimpl.SizeCache
  2160  	unknownFields protoimpl.UnknownFields
  2161  
  2162  	// Required. Output of the evaluated model.
  2163  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  2164  }
  2165  
  2166  func (x *FluencyInstance) Reset() {
  2167  	*x = FluencyInstance{}
  2168  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[22]
  2169  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2170  	ms.StoreMessageInfo(mi)
  2171  }
  2172  
  2173  func (x *FluencyInstance) String() string {
  2174  	return protoimpl.X.MessageStringOf(x)
  2175  }
  2176  
  2177  func (*FluencyInstance) ProtoMessage() {}
  2178  
  2179  func (x *FluencyInstance) ProtoReflect() protoreflect.Message {
  2180  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[22]
  2181  	if x != nil {
  2182  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2183  		if ms.LoadMessageInfo() == nil {
  2184  			ms.StoreMessageInfo(mi)
  2185  		}
  2186  		return ms
  2187  	}
  2188  	return mi.MessageOf(x)
  2189  }
  2190  
  2191  // Deprecated: Use FluencyInstance.ProtoReflect.Descriptor instead.
  2192  func (*FluencyInstance) Descriptor() ([]byte, []int) {
  2193  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{22}
  2194  }
  2195  
  2196  func (x *FluencyInstance) GetPrediction() string {
  2197  	if x != nil && x.Prediction != nil {
  2198  		return *x.Prediction
  2199  	}
  2200  	return ""
  2201  }
  2202  
  2203  // Spec for fluency score metric.
  2204  type FluencySpec struct {
  2205  	state         protoimpl.MessageState
  2206  	sizeCache     protoimpl.SizeCache
  2207  	unknownFields protoimpl.UnknownFields
  2208  
  2209  	// Optional. Which version to use for evaluation.
  2210  	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
  2211  }
  2212  
  2213  func (x *FluencySpec) Reset() {
  2214  	*x = FluencySpec{}
  2215  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[23]
  2216  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2217  	ms.StoreMessageInfo(mi)
  2218  }
  2219  
  2220  func (x *FluencySpec) String() string {
  2221  	return protoimpl.X.MessageStringOf(x)
  2222  }
  2223  
  2224  func (*FluencySpec) ProtoMessage() {}
  2225  
  2226  func (x *FluencySpec) ProtoReflect() protoreflect.Message {
  2227  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[23]
  2228  	if x != nil {
  2229  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2230  		if ms.LoadMessageInfo() == nil {
  2231  			ms.StoreMessageInfo(mi)
  2232  		}
  2233  		return ms
  2234  	}
  2235  	return mi.MessageOf(x)
  2236  }
  2237  
  2238  // Deprecated: Use FluencySpec.ProtoReflect.Descriptor instead.
  2239  func (*FluencySpec) Descriptor() ([]byte, []int) {
  2240  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{23}
  2241  }
  2242  
  2243  func (x *FluencySpec) GetVersion() int32 {
  2244  	if x != nil {
  2245  		return x.Version
  2246  	}
  2247  	return 0
  2248  }
  2249  
  2250  // Spec for fluency result.
  2251  type FluencyResult struct {
  2252  	state         protoimpl.MessageState
  2253  	sizeCache     protoimpl.SizeCache
  2254  	unknownFields protoimpl.UnknownFields
  2255  
  2256  	// Output only. Fluency score.
  2257  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  2258  	// Output only. Explanation for fluency score.
  2259  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  2260  	// Output only. Confidence for fluency score.
  2261  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  2262  }
  2263  
  2264  func (x *FluencyResult) Reset() {
  2265  	*x = FluencyResult{}
  2266  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[24]
  2267  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2268  	ms.StoreMessageInfo(mi)
  2269  }
  2270  
  2271  func (x *FluencyResult) String() string {
  2272  	return protoimpl.X.MessageStringOf(x)
  2273  }
  2274  
  2275  func (*FluencyResult) ProtoMessage() {}
  2276  
  2277  func (x *FluencyResult) ProtoReflect() protoreflect.Message {
  2278  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[24]
  2279  	if x != nil {
  2280  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2281  		if ms.LoadMessageInfo() == nil {
  2282  			ms.StoreMessageInfo(mi)
  2283  		}
  2284  		return ms
  2285  	}
  2286  	return mi.MessageOf(x)
  2287  }
  2288  
  2289  // Deprecated: Use FluencyResult.ProtoReflect.Descriptor instead.
  2290  func (*FluencyResult) Descriptor() ([]byte, []int) {
  2291  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{24}
  2292  }
  2293  
  2294  func (x *FluencyResult) GetScore() float32 {
  2295  	if x != nil && x.Score != nil {
  2296  		return *x.Score
  2297  	}
  2298  	return 0
  2299  }
  2300  
  2301  func (x *FluencyResult) GetExplanation() string {
  2302  	if x != nil {
  2303  		return x.Explanation
  2304  	}
  2305  	return ""
  2306  }
  2307  
  2308  func (x *FluencyResult) GetConfidence() float32 {
  2309  	if x != nil && x.Confidence != nil {
  2310  		return *x.Confidence
  2311  	}
  2312  	return 0
  2313  }
  2314  
  2315  // Input for safety metric.
  2316  type SafetyInput struct {
  2317  	state         protoimpl.MessageState
  2318  	sizeCache     protoimpl.SizeCache
  2319  	unknownFields protoimpl.UnknownFields
  2320  
  2321  	// Required. Spec for safety metric.
  2322  	MetricSpec *SafetySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  2323  	// Required. Safety instance.
  2324  	Instance *SafetyInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  2325  }
  2326  
  2327  func (x *SafetyInput) Reset() {
  2328  	*x = SafetyInput{}
  2329  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[25]
  2330  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2331  	ms.StoreMessageInfo(mi)
  2332  }
  2333  
  2334  func (x *SafetyInput) String() string {
  2335  	return protoimpl.X.MessageStringOf(x)
  2336  }
  2337  
  2338  func (*SafetyInput) ProtoMessage() {}
  2339  
  2340  func (x *SafetyInput) ProtoReflect() protoreflect.Message {
  2341  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[25]
  2342  	if x != nil {
  2343  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2344  		if ms.LoadMessageInfo() == nil {
  2345  			ms.StoreMessageInfo(mi)
  2346  		}
  2347  		return ms
  2348  	}
  2349  	return mi.MessageOf(x)
  2350  }
  2351  
  2352  // Deprecated: Use SafetyInput.ProtoReflect.Descriptor instead.
  2353  func (*SafetyInput) Descriptor() ([]byte, []int) {
  2354  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{25}
  2355  }
  2356  
  2357  func (x *SafetyInput) GetMetricSpec() *SafetySpec {
  2358  	if x != nil {
  2359  		return x.MetricSpec
  2360  	}
  2361  	return nil
  2362  }
  2363  
  2364  func (x *SafetyInput) GetInstance() *SafetyInstance {
  2365  	if x != nil {
  2366  		return x.Instance
  2367  	}
  2368  	return nil
  2369  }
  2370  
  2371  // Spec for safety instance.
  2372  type SafetyInstance struct {
  2373  	state         protoimpl.MessageState
  2374  	sizeCache     protoimpl.SizeCache
  2375  	unknownFields protoimpl.UnknownFields
  2376  
  2377  	// Required. Output of the evaluated model.
  2378  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  2379  }
  2380  
  2381  func (x *SafetyInstance) Reset() {
  2382  	*x = SafetyInstance{}
  2383  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[26]
  2384  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2385  	ms.StoreMessageInfo(mi)
  2386  }
  2387  
  2388  func (x *SafetyInstance) String() string {
  2389  	return protoimpl.X.MessageStringOf(x)
  2390  }
  2391  
  2392  func (*SafetyInstance) ProtoMessage() {}
  2393  
  2394  func (x *SafetyInstance) ProtoReflect() protoreflect.Message {
  2395  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[26]
  2396  	if x != nil {
  2397  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2398  		if ms.LoadMessageInfo() == nil {
  2399  			ms.StoreMessageInfo(mi)
  2400  		}
  2401  		return ms
  2402  	}
  2403  	return mi.MessageOf(x)
  2404  }
  2405  
  2406  // Deprecated: Use SafetyInstance.ProtoReflect.Descriptor instead.
  2407  func (*SafetyInstance) Descriptor() ([]byte, []int) {
  2408  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{26}
  2409  }
  2410  
  2411  func (x *SafetyInstance) GetPrediction() string {
  2412  	if x != nil && x.Prediction != nil {
  2413  		return *x.Prediction
  2414  	}
  2415  	return ""
  2416  }
  2417  
  2418  // Spec for safety metric.
  2419  type SafetySpec struct {
  2420  	state         protoimpl.MessageState
  2421  	sizeCache     protoimpl.SizeCache
  2422  	unknownFields protoimpl.UnknownFields
  2423  
  2424  	// Optional. Which version to use for evaluation.
  2425  	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
  2426  }
  2427  
  2428  func (x *SafetySpec) Reset() {
  2429  	*x = SafetySpec{}
  2430  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[27]
  2431  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2432  	ms.StoreMessageInfo(mi)
  2433  }
  2434  
  2435  func (x *SafetySpec) String() string {
  2436  	return protoimpl.X.MessageStringOf(x)
  2437  }
  2438  
  2439  func (*SafetySpec) ProtoMessage() {}
  2440  
  2441  func (x *SafetySpec) ProtoReflect() protoreflect.Message {
  2442  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[27]
  2443  	if x != nil {
  2444  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2445  		if ms.LoadMessageInfo() == nil {
  2446  			ms.StoreMessageInfo(mi)
  2447  		}
  2448  		return ms
  2449  	}
  2450  	return mi.MessageOf(x)
  2451  }
  2452  
  2453  // Deprecated: Use SafetySpec.ProtoReflect.Descriptor instead.
  2454  func (*SafetySpec) Descriptor() ([]byte, []int) {
  2455  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{27}
  2456  }
  2457  
  2458  func (x *SafetySpec) GetVersion() int32 {
  2459  	if x != nil {
  2460  		return x.Version
  2461  	}
  2462  	return 0
  2463  }
  2464  
  2465  // Spec for safety result.
  2466  type SafetyResult struct {
  2467  	state         protoimpl.MessageState
  2468  	sizeCache     protoimpl.SizeCache
  2469  	unknownFields protoimpl.UnknownFields
  2470  
  2471  	// Output only. Safety score.
  2472  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  2473  	// Output only. Explanation for safety score.
  2474  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  2475  	// Output only. Confidence for safety score.
  2476  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  2477  }
  2478  
  2479  func (x *SafetyResult) Reset() {
  2480  	*x = SafetyResult{}
  2481  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[28]
  2482  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2483  	ms.StoreMessageInfo(mi)
  2484  }
  2485  
  2486  func (x *SafetyResult) String() string {
  2487  	return protoimpl.X.MessageStringOf(x)
  2488  }
  2489  
  2490  func (*SafetyResult) ProtoMessage() {}
  2491  
  2492  func (x *SafetyResult) ProtoReflect() protoreflect.Message {
  2493  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[28]
  2494  	if x != nil {
  2495  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2496  		if ms.LoadMessageInfo() == nil {
  2497  			ms.StoreMessageInfo(mi)
  2498  		}
  2499  		return ms
  2500  	}
  2501  	return mi.MessageOf(x)
  2502  }
  2503  
  2504  // Deprecated: Use SafetyResult.ProtoReflect.Descriptor instead.
  2505  func (*SafetyResult) Descriptor() ([]byte, []int) {
  2506  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{28}
  2507  }
  2508  
  2509  func (x *SafetyResult) GetScore() float32 {
  2510  	if x != nil && x.Score != nil {
  2511  		return *x.Score
  2512  	}
  2513  	return 0
  2514  }
  2515  
  2516  func (x *SafetyResult) GetExplanation() string {
  2517  	if x != nil {
  2518  		return x.Explanation
  2519  	}
  2520  	return ""
  2521  }
  2522  
  2523  func (x *SafetyResult) GetConfidence() float32 {
  2524  	if x != nil && x.Confidence != nil {
  2525  		return *x.Confidence
  2526  	}
  2527  	return 0
  2528  }
  2529  
  2530  // Input for groundedness metric.
  2531  type GroundednessInput struct {
  2532  	state         protoimpl.MessageState
  2533  	sizeCache     protoimpl.SizeCache
  2534  	unknownFields protoimpl.UnknownFields
  2535  
  2536  	// Required. Spec for groundedness metric.
  2537  	MetricSpec *GroundednessSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  2538  	// Required. Groundedness instance.
  2539  	Instance *GroundednessInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  2540  }
  2541  
  2542  func (x *GroundednessInput) Reset() {
  2543  	*x = GroundednessInput{}
  2544  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[29]
  2545  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2546  	ms.StoreMessageInfo(mi)
  2547  }
  2548  
  2549  func (x *GroundednessInput) String() string {
  2550  	return protoimpl.X.MessageStringOf(x)
  2551  }
  2552  
  2553  func (*GroundednessInput) ProtoMessage() {}
  2554  
  2555  func (x *GroundednessInput) ProtoReflect() protoreflect.Message {
  2556  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[29]
  2557  	if x != nil {
  2558  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2559  		if ms.LoadMessageInfo() == nil {
  2560  			ms.StoreMessageInfo(mi)
  2561  		}
  2562  		return ms
  2563  	}
  2564  	return mi.MessageOf(x)
  2565  }
  2566  
  2567  // Deprecated: Use GroundednessInput.ProtoReflect.Descriptor instead.
  2568  func (*GroundednessInput) Descriptor() ([]byte, []int) {
  2569  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{29}
  2570  }
  2571  
  2572  func (x *GroundednessInput) GetMetricSpec() *GroundednessSpec {
  2573  	if x != nil {
  2574  		return x.MetricSpec
  2575  	}
  2576  	return nil
  2577  }
  2578  
  2579  func (x *GroundednessInput) GetInstance() *GroundednessInstance {
  2580  	if x != nil {
  2581  		return x.Instance
  2582  	}
  2583  	return nil
  2584  }
  2585  
  2586  // Spec for groundedness instance.
  2587  type GroundednessInstance struct {
  2588  	state         protoimpl.MessageState
  2589  	sizeCache     protoimpl.SizeCache
  2590  	unknownFields protoimpl.UnknownFields
  2591  
  2592  	// Required. Output of the evaluated model.
  2593  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  2594  	// Required. Background information provided in context used to compare
  2595  	// against the prediction.
  2596  	Context *string `protobuf:"bytes,2,opt,name=context,proto3,oneof" json:"context,omitempty"`
  2597  }
  2598  
  2599  func (x *GroundednessInstance) Reset() {
  2600  	*x = GroundednessInstance{}
  2601  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[30]
  2602  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2603  	ms.StoreMessageInfo(mi)
  2604  }
  2605  
  2606  func (x *GroundednessInstance) String() string {
  2607  	return protoimpl.X.MessageStringOf(x)
  2608  }
  2609  
  2610  func (*GroundednessInstance) ProtoMessage() {}
  2611  
  2612  func (x *GroundednessInstance) ProtoReflect() protoreflect.Message {
  2613  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[30]
  2614  	if x != nil {
  2615  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2616  		if ms.LoadMessageInfo() == nil {
  2617  			ms.StoreMessageInfo(mi)
  2618  		}
  2619  		return ms
  2620  	}
  2621  	return mi.MessageOf(x)
  2622  }
  2623  
  2624  // Deprecated: Use GroundednessInstance.ProtoReflect.Descriptor instead.
  2625  func (*GroundednessInstance) Descriptor() ([]byte, []int) {
  2626  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{30}
  2627  }
  2628  
  2629  func (x *GroundednessInstance) GetPrediction() string {
  2630  	if x != nil && x.Prediction != nil {
  2631  		return *x.Prediction
  2632  	}
  2633  	return ""
  2634  }
  2635  
  2636  func (x *GroundednessInstance) GetContext() string {
  2637  	if x != nil && x.Context != nil {
  2638  		return *x.Context
  2639  	}
  2640  	return ""
  2641  }
  2642  
  2643  // Spec for groundedness metric.
  2644  type GroundednessSpec struct {
  2645  	state         protoimpl.MessageState
  2646  	sizeCache     protoimpl.SizeCache
  2647  	unknownFields protoimpl.UnknownFields
  2648  
  2649  	// Optional. Which version to use for evaluation.
  2650  	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
  2651  }
  2652  
  2653  func (x *GroundednessSpec) Reset() {
  2654  	*x = GroundednessSpec{}
  2655  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[31]
  2656  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2657  	ms.StoreMessageInfo(mi)
  2658  }
  2659  
  2660  func (x *GroundednessSpec) String() string {
  2661  	return protoimpl.X.MessageStringOf(x)
  2662  }
  2663  
  2664  func (*GroundednessSpec) ProtoMessage() {}
  2665  
  2666  func (x *GroundednessSpec) ProtoReflect() protoreflect.Message {
  2667  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[31]
  2668  	if x != nil {
  2669  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2670  		if ms.LoadMessageInfo() == nil {
  2671  			ms.StoreMessageInfo(mi)
  2672  		}
  2673  		return ms
  2674  	}
  2675  	return mi.MessageOf(x)
  2676  }
  2677  
  2678  // Deprecated: Use GroundednessSpec.ProtoReflect.Descriptor instead.
  2679  func (*GroundednessSpec) Descriptor() ([]byte, []int) {
  2680  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{31}
  2681  }
  2682  
  2683  func (x *GroundednessSpec) GetVersion() int32 {
  2684  	if x != nil {
  2685  		return x.Version
  2686  	}
  2687  	return 0
  2688  }
  2689  
  2690  // Spec for groundedness result.
  2691  type GroundednessResult struct {
  2692  	state         protoimpl.MessageState
  2693  	sizeCache     protoimpl.SizeCache
  2694  	unknownFields protoimpl.UnknownFields
  2695  
  2696  	// Output only. Groundedness score.
  2697  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  2698  	// Output only. Explanation for groundedness score.
  2699  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  2700  	// Output only. Confidence for groundedness score.
  2701  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  2702  }
  2703  
  2704  func (x *GroundednessResult) Reset() {
  2705  	*x = GroundednessResult{}
  2706  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[32]
  2707  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2708  	ms.StoreMessageInfo(mi)
  2709  }
  2710  
  2711  func (x *GroundednessResult) String() string {
  2712  	return protoimpl.X.MessageStringOf(x)
  2713  }
  2714  
  2715  func (*GroundednessResult) ProtoMessage() {}
  2716  
  2717  func (x *GroundednessResult) ProtoReflect() protoreflect.Message {
  2718  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[32]
  2719  	if x != nil {
  2720  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2721  		if ms.LoadMessageInfo() == nil {
  2722  			ms.StoreMessageInfo(mi)
  2723  		}
  2724  		return ms
  2725  	}
  2726  	return mi.MessageOf(x)
  2727  }
  2728  
  2729  // Deprecated: Use GroundednessResult.ProtoReflect.Descriptor instead.
  2730  func (*GroundednessResult) Descriptor() ([]byte, []int) {
  2731  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{32}
  2732  }
  2733  
  2734  func (x *GroundednessResult) GetScore() float32 {
  2735  	if x != nil && x.Score != nil {
  2736  		return *x.Score
  2737  	}
  2738  	return 0
  2739  }
  2740  
  2741  func (x *GroundednessResult) GetExplanation() string {
  2742  	if x != nil {
  2743  		return x.Explanation
  2744  	}
  2745  	return ""
  2746  }
  2747  
  2748  func (x *GroundednessResult) GetConfidence() float32 {
  2749  	if x != nil && x.Confidence != nil {
  2750  		return *x.Confidence
  2751  	}
  2752  	return 0
  2753  }
  2754  
  2755  // Input for fulfillment metric.
  2756  type FulfillmentInput struct {
  2757  	state         protoimpl.MessageState
  2758  	sizeCache     protoimpl.SizeCache
  2759  	unknownFields protoimpl.UnknownFields
  2760  
  2761  	// Required. Spec for fulfillment score metric.
  2762  	MetricSpec *FulfillmentSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  2763  	// Required. Fulfillment instance.
  2764  	Instance *FulfillmentInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  2765  }
  2766  
  2767  func (x *FulfillmentInput) Reset() {
  2768  	*x = FulfillmentInput{}
  2769  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[33]
  2770  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2771  	ms.StoreMessageInfo(mi)
  2772  }
  2773  
  2774  func (x *FulfillmentInput) String() string {
  2775  	return protoimpl.X.MessageStringOf(x)
  2776  }
  2777  
  2778  func (*FulfillmentInput) ProtoMessage() {}
  2779  
  2780  func (x *FulfillmentInput) ProtoReflect() protoreflect.Message {
  2781  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[33]
  2782  	if x != nil {
  2783  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2784  		if ms.LoadMessageInfo() == nil {
  2785  			ms.StoreMessageInfo(mi)
  2786  		}
  2787  		return ms
  2788  	}
  2789  	return mi.MessageOf(x)
  2790  }
  2791  
  2792  // Deprecated: Use FulfillmentInput.ProtoReflect.Descriptor instead.
  2793  func (*FulfillmentInput) Descriptor() ([]byte, []int) {
  2794  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{33}
  2795  }
  2796  
  2797  func (x *FulfillmentInput) GetMetricSpec() *FulfillmentSpec {
  2798  	if x != nil {
  2799  		return x.MetricSpec
  2800  	}
  2801  	return nil
  2802  }
  2803  
  2804  func (x *FulfillmentInput) GetInstance() *FulfillmentInstance {
  2805  	if x != nil {
  2806  		return x.Instance
  2807  	}
  2808  	return nil
  2809  }
  2810  
  2811  // Spec for fulfillment instance.
  2812  type FulfillmentInstance struct {
  2813  	state         protoimpl.MessageState
  2814  	sizeCache     protoimpl.SizeCache
  2815  	unknownFields protoimpl.UnknownFields
  2816  
  2817  	// Required. Output of the evaluated model.
  2818  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  2819  	// Required. Inference instruction prompt to compare prediction with.
  2820  	Instruction *string `protobuf:"bytes,2,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  2821  }
  2822  
  2823  func (x *FulfillmentInstance) Reset() {
  2824  	*x = FulfillmentInstance{}
  2825  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[34]
  2826  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2827  	ms.StoreMessageInfo(mi)
  2828  }
  2829  
  2830  func (x *FulfillmentInstance) String() string {
  2831  	return protoimpl.X.MessageStringOf(x)
  2832  }
  2833  
  2834  func (*FulfillmentInstance) ProtoMessage() {}
  2835  
  2836  func (x *FulfillmentInstance) ProtoReflect() protoreflect.Message {
  2837  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[34]
  2838  	if x != nil {
  2839  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2840  		if ms.LoadMessageInfo() == nil {
  2841  			ms.StoreMessageInfo(mi)
  2842  		}
  2843  		return ms
  2844  	}
  2845  	return mi.MessageOf(x)
  2846  }
  2847  
  2848  // Deprecated: Use FulfillmentInstance.ProtoReflect.Descriptor instead.
  2849  func (*FulfillmentInstance) Descriptor() ([]byte, []int) {
  2850  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{34}
  2851  }
  2852  
  2853  func (x *FulfillmentInstance) GetPrediction() string {
  2854  	if x != nil && x.Prediction != nil {
  2855  		return *x.Prediction
  2856  	}
  2857  	return ""
  2858  }
  2859  
  2860  func (x *FulfillmentInstance) GetInstruction() string {
  2861  	if x != nil && x.Instruction != nil {
  2862  		return *x.Instruction
  2863  	}
  2864  	return ""
  2865  }
  2866  
  2867  // Spec for fulfillment metric.
  2868  type FulfillmentSpec struct {
  2869  	state         protoimpl.MessageState
  2870  	sizeCache     protoimpl.SizeCache
  2871  	unknownFields protoimpl.UnknownFields
  2872  
  2873  	// Optional. Which version to use for evaluation.
  2874  	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
  2875  }
  2876  
  2877  func (x *FulfillmentSpec) Reset() {
  2878  	*x = FulfillmentSpec{}
  2879  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[35]
  2880  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2881  	ms.StoreMessageInfo(mi)
  2882  }
  2883  
  2884  func (x *FulfillmentSpec) String() string {
  2885  	return protoimpl.X.MessageStringOf(x)
  2886  }
  2887  
  2888  func (*FulfillmentSpec) ProtoMessage() {}
  2889  
  2890  func (x *FulfillmentSpec) ProtoReflect() protoreflect.Message {
  2891  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[35]
  2892  	if x != nil {
  2893  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2894  		if ms.LoadMessageInfo() == nil {
  2895  			ms.StoreMessageInfo(mi)
  2896  		}
  2897  		return ms
  2898  	}
  2899  	return mi.MessageOf(x)
  2900  }
  2901  
  2902  // Deprecated: Use FulfillmentSpec.ProtoReflect.Descriptor instead.
  2903  func (*FulfillmentSpec) Descriptor() ([]byte, []int) {
  2904  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{35}
  2905  }
  2906  
  2907  func (x *FulfillmentSpec) GetVersion() int32 {
  2908  	if x != nil {
  2909  		return x.Version
  2910  	}
  2911  	return 0
  2912  }
  2913  
  2914  // Spec for fulfillment result.
  2915  type FulfillmentResult struct {
  2916  	state         protoimpl.MessageState
  2917  	sizeCache     protoimpl.SizeCache
  2918  	unknownFields protoimpl.UnknownFields
  2919  
  2920  	// Output only. Fulfillment score.
  2921  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  2922  	// Output only. Explanation for fulfillment score.
  2923  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  2924  	// Output only. Confidence for fulfillment score.
  2925  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  2926  }
  2927  
  2928  func (x *FulfillmentResult) Reset() {
  2929  	*x = FulfillmentResult{}
  2930  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[36]
  2931  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2932  	ms.StoreMessageInfo(mi)
  2933  }
  2934  
  2935  func (x *FulfillmentResult) String() string {
  2936  	return protoimpl.X.MessageStringOf(x)
  2937  }
  2938  
  2939  func (*FulfillmentResult) ProtoMessage() {}
  2940  
  2941  func (x *FulfillmentResult) ProtoReflect() protoreflect.Message {
  2942  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[36]
  2943  	if x != nil {
  2944  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2945  		if ms.LoadMessageInfo() == nil {
  2946  			ms.StoreMessageInfo(mi)
  2947  		}
  2948  		return ms
  2949  	}
  2950  	return mi.MessageOf(x)
  2951  }
  2952  
  2953  // Deprecated: Use FulfillmentResult.ProtoReflect.Descriptor instead.
  2954  func (*FulfillmentResult) Descriptor() ([]byte, []int) {
  2955  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{36}
  2956  }
  2957  
  2958  func (x *FulfillmentResult) GetScore() float32 {
  2959  	if x != nil && x.Score != nil {
  2960  		return *x.Score
  2961  	}
  2962  	return 0
  2963  }
  2964  
  2965  func (x *FulfillmentResult) GetExplanation() string {
  2966  	if x != nil {
  2967  		return x.Explanation
  2968  	}
  2969  	return ""
  2970  }
  2971  
  2972  func (x *FulfillmentResult) GetConfidence() float32 {
  2973  	if x != nil && x.Confidence != nil {
  2974  		return *x.Confidence
  2975  	}
  2976  	return 0
  2977  }
  2978  
  2979  // Input for summarization quality metric.
  2980  type SummarizationQualityInput struct {
  2981  	state         protoimpl.MessageState
  2982  	sizeCache     protoimpl.SizeCache
  2983  	unknownFields protoimpl.UnknownFields
  2984  
  2985  	// Required. Spec for summarization quality score metric.
  2986  	MetricSpec *SummarizationQualitySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  2987  	// Required. Summarization quality instance.
  2988  	Instance *SummarizationQualityInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  2989  }
  2990  
  2991  func (x *SummarizationQualityInput) Reset() {
  2992  	*x = SummarizationQualityInput{}
  2993  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[37]
  2994  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  2995  	ms.StoreMessageInfo(mi)
  2996  }
  2997  
  2998  func (x *SummarizationQualityInput) String() string {
  2999  	return protoimpl.X.MessageStringOf(x)
  3000  }
  3001  
  3002  func (*SummarizationQualityInput) ProtoMessage() {}
  3003  
  3004  func (x *SummarizationQualityInput) ProtoReflect() protoreflect.Message {
  3005  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[37]
  3006  	if x != nil {
  3007  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3008  		if ms.LoadMessageInfo() == nil {
  3009  			ms.StoreMessageInfo(mi)
  3010  		}
  3011  		return ms
  3012  	}
  3013  	return mi.MessageOf(x)
  3014  }
  3015  
  3016  // Deprecated: Use SummarizationQualityInput.ProtoReflect.Descriptor instead.
  3017  func (*SummarizationQualityInput) Descriptor() ([]byte, []int) {
  3018  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{37}
  3019  }
  3020  
  3021  func (x *SummarizationQualityInput) GetMetricSpec() *SummarizationQualitySpec {
  3022  	if x != nil {
  3023  		return x.MetricSpec
  3024  	}
  3025  	return nil
  3026  }
  3027  
  3028  func (x *SummarizationQualityInput) GetInstance() *SummarizationQualityInstance {
  3029  	if x != nil {
  3030  		return x.Instance
  3031  	}
  3032  	return nil
  3033  }
  3034  
  3035  // Spec for summarization quality instance.
  3036  type SummarizationQualityInstance struct {
  3037  	state         protoimpl.MessageState
  3038  	sizeCache     protoimpl.SizeCache
  3039  	unknownFields protoimpl.UnknownFields
  3040  
  3041  	// Required. Output of the evaluated model.
  3042  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  3043  	// Optional. Ground truth used to compare against the prediction.
  3044  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  3045  	// Required. Text to be summarized.
  3046  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  3047  	// Required. Summarization prompt for LLM.
  3048  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  3049  }
  3050  
  3051  func (x *SummarizationQualityInstance) Reset() {
  3052  	*x = SummarizationQualityInstance{}
  3053  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[38]
  3054  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3055  	ms.StoreMessageInfo(mi)
  3056  }
  3057  
  3058  func (x *SummarizationQualityInstance) String() string {
  3059  	return protoimpl.X.MessageStringOf(x)
  3060  }
  3061  
  3062  func (*SummarizationQualityInstance) ProtoMessage() {}
  3063  
  3064  func (x *SummarizationQualityInstance) ProtoReflect() protoreflect.Message {
  3065  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[38]
  3066  	if x != nil {
  3067  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3068  		if ms.LoadMessageInfo() == nil {
  3069  			ms.StoreMessageInfo(mi)
  3070  		}
  3071  		return ms
  3072  	}
  3073  	return mi.MessageOf(x)
  3074  }
  3075  
  3076  // Deprecated: Use SummarizationQualityInstance.ProtoReflect.Descriptor instead.
  3077  func (*SummarizationQualityInstance) Descriptor() ([]byte, []int) {
  3078  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{38}
  3079  }
  3080  
  3081  func (x *SummarizationQualityInstance) GetPrediction() string {
  3082  	if x != nil && x.Prediction != nil {
  3083  		return *x.Prediction
  3084  	}
  3085  	return ""
  3086  }
  3087  
  3088  func (x *SummarizationQualityInstance) GetReference() string {
  3089  	if x != nil && x.Reference != nil {
  3090  		return *x.Reference
  3091  	}
  3092  	return ""
  3093  }
  3094  
  3095  func (x *SummarizationQualityInstance) GetContext() string {
  3096  	if x != nil && x.Context != nil {
  3097  		return *x.Context
  3098  	}
  3099  	return ""
  3100  }
  3101  
  3102  func (x *SummarizationQualityInstance) GetInstruction() string {
  3103  	if x != nil && x.Instruction != nil {
  3104  		return *x.Instruction
  3105  	}
  3106  	return ""
  3107  }
  3108  
  3109  // Spec for summarization quality score metric.
  3110  type SummarizationQualitySpec struct {
  3111  	state         protoimpl.MessageState
  3112  	sizeCache     protoimpl.SizeCache
  3113  	unknownFields protoimpl.UnknownFields
  3114  
  3115  	// Optional. Whether to use instance.reference to compute summarization
  3116  	// quality.
  3117  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  3118  	// Optional. Which version to use for evaluation.
  3119  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  3120  }
  3121  
  3122  func (x *SummarizationQualitySpec) Reset() {
  3123  	*x = SummarizationQualitySpec{}
  3124  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[39]
  3125  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3126  	ms.StoreMessageInfo(mi)
  3127  }
  3128  
  3129  func (x *SummarizationQualitySpec) String() string {
  3130  	return protoimpl.X.MessageStringOf(x)
  3131  }
  3132  
  3133  func (*SummarizationQualitySpec) ProtoMessage() {}
  3134  
  3135  func (x *SummarizationQualitySpec) ProtoReflect() protoreflect.Message {
  3136  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[39]
  3137  	if x != nil {
  3138  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3139  		if ms.LoadMessageInfo() == nil {
  3140  			ms.StoreMessageInfo(mi)
  3141  		}
  3142  		return ms
  3143  	}
  3144  	return mi.MessageOf(x)
  3145  }
  3146  
  3147  // Deprecated: Use SummarizationQualitySpec.ProtoReflect.Descriptor instead.
  3148  func (*SummarizationQualitySpec) Descriptor() ([]byte, []int) {
  3149  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{39}
  3150  }
  3151  
  3152  func (x *SummarizationQualitySpec) GetUseReference() bool {
  3153  	if x != nil {
  3154  		return x.UseReference
  3155  	}
  3156  	return false
  3157  }
  3158  
  3159  func (x *SummarizationQualitySpec) GetVersion() int32 {
  3160  	if x != nil {
  3161  		return x.Version
  3162  	}
  3163  	return 0
  3164  }
  3165  
  3166  // Spec for summarization quality result.
  3167  type SummarizationQualityResult struct {
  3168  	state         protoimpl.MessageState
  3169  	sizeCache     protoimpl.SizeCache
  3170  	unknownFields protoimpl.UnknownFields
  3171  
  3172  	// Output only. Summarization Quality score.
  3173  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  3174  	// Output only. Explanation for summarization quality score.
  3175  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  3176  	// Output only. Confidence for summarization quality score.
  3177  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  3178  }
  3179  
  3180  func (x *SummarizationQualityResult) Reset() {
  3181  	*x = SummarizationQualityResult{}
  3182  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[40]
  3183  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3184  	ms.StoreMessageInfo(mi)
  3185  }
  3186  
  3187  func (x *SummarizationQualityResult) String() string {
  3188  	return protoimpl.X.MessageStringOf(x)
  3189  }
  3190  
  3191  func (*SummarizationQualityResult) ProtoMessage() {}
  3192  
  3193  func (x *SummarizationQualityResult) ProtoReflect() protoreflect.Message {
  3194  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[40]
  3195  	if x != nil {
  3196  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3197  		if ms.LoadMessageInfo() == nil {
  3198  			ms.StoreMessageInfo(mi)
  3199  		}
  3200  		return ms
  3201  	}
  3202  	return mi.MessageOf(x)
  3203  }
  3204  
  3205  // Deprecated: Use SummarizationQualityResult.ProtoReflect.Descriptor instead.
  3206  func (*SummarizationQualityResult) Descriptor() ([]byte, []int) {
  3207  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{40}
  3208  }
  3209  
  3210  func (x *SummarizationQualityResult) GetScore() float32 {
  3211  	if x != nil && x.Score != nil {
  3212  		return *x.Score
  3213  	}
  3214  	return 0
  3215  }
  3216  
  3217  func (x *SummarizationQualityResult) GetExplanation() string {
  3218  	if x != nil {
  3219  		return x.Explanation
  3220  	}
  3221  	return ""
  3222  }
  3223  
  3224  func (x *SummarizationQualityResult) GetConfidence() float32 {
  3225  	if x != nil && x.Confidence != nil {
  3226  		return *x.Confidence
  3227  	}
  3228  	return 0
  3229  }
  3230  
  3231  // Input for pairwise summarization quality metric.
  3232  type PairwiseSummarizationQualityInput struct {
  3233  	state         protoimpl.MessageState
  3234  	sizeCache     protoimpl.SizeCache
  3235  	unknownFields protoimpl.UnknownFields
  3236  
  3237  	// Required. Spec for pairwise summarization quality score metric.
  3238  	MetricSpec *PairwiseSummarizationQualitySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  3239  	// Required. Pairwise summarization quality instance.
  3240  	Instance *PairwiseSummarizationQualityInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  3241  }
  3242  
  3243  func (x *PairwiseSummarizationQualityInput) Reset() {
  3244  	*x = PairwiseSummarizationQualityInput{}
  3245  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[41]
  3246  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3247  	ms.StoreMessageInfo(mi)
  3248  }
  3249  
  3250  func (x *PairwiseSummarizationQualityInput) String() string {
  3251  	return protoimpl.X.MessageStringOf(x)
  3252  }
  3253  
  3254  func (*PairwiseSummarizationQualityInput) ProtoMessage() {}
  3255  
  3256  func (x *PairwiseSummarizationQualityInput) ProtoReflect() protoreflect.Message {
  3257  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[41]
  3258  	if x != nil {
  3259  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3260  		if ms.LoadMessageInfo() == nil {
  3261  			ms.StoreMessageInfo(mi)
  3262  		}
  3263  		return ms
  3264  	}
  3265  	return mi.MessageOf(x)
  3266  }
  3267  
  3268  // Deprecated: Use PairwiseSummarizationQualityInput.ProtoReflect.Descriptor instead.
  3269  func (*PairwiseSummarizationQualityInput) Descriptor() ([]byte, []int) {
  3270  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{41}
  3271  }
  3272  
  3273  func (x *PairwiseSummarizationQualityInput) GetMetricSpec() *PairwiseSummarizationQualitySpec {
  3274  	if x != nil {
  3275  		return x.MetricSpec
  3276  	}
  3277  	return nil
  3278  }
  3279  
  3280  func (x *PairwiseSummarizationQualityInput) GetInstance() *PairwiseSummarizationQualityInstance {
  3281  	if x != nil {
  3282  		return x.Instance
  3283  	}
  3284  	return nil
  3285  }
  3286  
  3287  // Spec for pairwise summarization quality instance.
  3288  type PairwiseSummarizationQualityInstance struct {
  3289  	state         protoimpl.MessageState
  3290  	sizeCache     protoimpl.SizeCache
  3291  	unknownFields protoimpl.UnknownFields
  3292  
  3293  	// Required. Output of the candidate model.
  3294  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  3295  	// Required. Output of the baseline model.
  3296  	BaselinePrediction *string `protobuf:"bytes,2,opt,name=baseline_prediction,json=baselinePrediction,proto3,oneof" json:"baseline_prediction,omitempty"`
  3297  	// Optional. Ground truth used to compare against the prediction.
  3298  	Reference *string `protobuf:"bytes,3,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  3299  	// Required. Text to be summarized.
  3300  	Context *string `protobuf:"bytes,4,opt,name=context,proto3,oneof" json:"context,omitempty"`
  3301  	// Required. Summarization prompt for LLM.
  3302  	Instruction *string `protobuf:"bytes,5,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  3303  }
  3304  
  3305  func (x *PairwiseSummarizationQualityInstance) Reset() {
  3306  	*x = PairwiseSummarizationQualityInstance{}
  3307  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[42]
  3308  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3309  	ms.StoreMessageInfo(mi)
  3310  }
  3311  
  3312  func (x *PairwiseSummarizationQualityInstance) String() string {
  3313  	return protoimpl.X.MessageStringOf(x)
  3314  }
  3315  
  3316  func (*PairwiseSummarizationQualityInstance) ProtoMessage() {}
  3317  
  3318  func (x *PairwiseSummarizationQualityInstance) ProtoReflect() protoreflect.Message {
  3319  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[42]
  3320  	if x != nil {
  3321  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3322  		if ms.LoadMessageInfo() == nil {
  3323  			ms.StoreMessageInfo(mi)
  3324  		}
  3325  		return ms
  3326  	}
  3327  	return mi.MessageOf(x)
  3328  }
  3329  
  3330  // Deprecated: Use PairwiseSummarizationQualityInstance.ProtoReflect.Descriptor instead.
  3331  func (*PairwiseSummarizationQualityInstance) Descriptor() ([]byte, []int) {
  3332  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{42}
  3333  }
  3334  
  3335  func (x *PairwiseSummarizationQualityInstance) GetPrediction() string {
  3336  	if x != nil && x.Prediction != nil {
  3337  		return *x.Prediction
  3338  	}
  3339  	return ""
  3340  }
  3341  
  3342  func (x *PairwiseSummarizationQualityInstance) GetBaselinePrediction() string {
  3343  	if x != nil && x.BaselinePrediction != nil {
  3344  		return *x.BaselinePrediction
  3345  	}
  3346  	return ""
  3347  }
  3348  
  3349  func (x *PairwiseSummarizationQualityInstance) GetReference() string {
  3350  	if x != nil && x.Reference != nil {
  3351  		return *x.Reference
  3352  	}
  3353  	return ""
  3354  }
  3355  
  3356  func (x *PairwiseSummarizationQualityInstance) GetContext() string {
  3357  	if x != nil && x.Context != nil {
  3358  		return *x.Context
  3359  	}
  3360  	return ""
  3361  }
  3362  
  3363  func (x *PairwiseSummarizationQualityInstance) GetInstruction() string {
  3364  	if x != nil && x.Instruction != nil {
  3365  		return *x.Instruction
  3366  	}
  3367  	return ""
  3368  }
  3369  
  3370  // Spec for pairwise summarization quality score metric.
  3371  type PairwiseSummarizationQualitySpec struct {
  3372  	state         protoimpl.MessageState
  3373  	sizeCache     protoimpl.SizeCache
  3374  	unknownFields protoimpl.UnknownFields
  3375  
  3376  	// Optional. Whether to use instance.reference to compute pairwise
  3377  	// summarization quality.
  3378  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  3379  	// Optional. Which version to use for evaluation.
  3380  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  3381  }
  3382  
  3383  func (x *PairwiseSummarizationQualitySpec) Reset() {
  3384  	*x = PairwiseSummarizationQualitySpec{}
  3385  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[43]
  3386  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3387  	ms.StoreMessageInfo(mi)
  3388  }
  3389  
  3390  func (x *PairwiseSummarizationQualitySpec) String() string {
  3391  	return protoimpl.X.MessageStringOf(x)
  3392  }
  3393  
  3394  func (*PairwiseSummarizationQualitySpec) ProtoMessage() {}
  3395  
  3396  func (x *PairwiseSummarizationQualitySpec) ProtoReflect() protoreflect.Message {
  3397  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[43]
  3398  	if x != nil {
  3399  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3400  		if ms.LoadMessageInfo() == nil {
  3401  			ms.StoreMessageInfo(mi)
  3402  		}
  3403  		return ms
  3404  	}
  3405  	return mi.MessageOf(x)
  3406  }
  3407  
  3408  // Deprecated: Use PairwiseSummarizationQualitySpec.ProtoReflect.Descriptor instead.
  3409  func (*PairwiseSummarizationQualitySpec) Descriptor() ([]byte, []int) {
  3410  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{43}
  3411  }
  3412  
  3413  func (x *PairwiseSummarizationQualitySpec) GetUseReference() bool {
  3414  	if x != nil {
  3415  		return x.UseReference
  3416  	}
  3417  	return false
  3418  }
  3419  
  3420  func (x *PairwiseSummarizationQualitySpec) GetVersion() int32 {
  3421  	if x != nil {
  3422  		return x.Version
  3423  	}
  3424  	return 0
  3425  }
  3426  
  3427  // Spec for pairwise summarization quality result.
  3428  type PairwiseSummarizationQualityResult struct {
  3429  	state         protoimpl.MessageState
  3430  	sizeCache     protoimpl.SizeCache
  3431  	unknownFields protoimpl.UnknownFields
  3432  
  3433  	// Output only. Pairwise summarization prediction choice.
  3434  	PairwiseChoice PairwiseChoice `protobuf:"varint,1,opt,name=pairwise_choice,json=pairwiseChoice,proto3,enum=google.cloud.aiplatform.v1.PairwiseChoice" json:"pairwise_choice,omitempty"`
  3435  	// Output only. Explanation for summarization quality score.
  3436  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  3437  	// Output only. Confidence for summarization quality score.
  3438  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  3439  }
  3440  
  3441  func (x *PairwiseSummarizationQualityResult) Reset() {
  3442  	*x = PairwiseSummarizationQualityResult{}
  3443  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[44]
  3444  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3445  	ms.StoreMessageInfo(mi)
  3446  }
  3447  
  3448  func (x *PairwiseSummarizationQualityResult) String() string {
  3449  	return protoimpl.X.MessageStringOf(x)
  3450  }
  3451  
  3452  func (*PairwiseSummarizationQualityResult) ProtoMessage() {}
  3453  
  3454  func (x *PairwiseSummarizationQualityResult) ProtoReflect() protoreflect.Message {
  3455  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[44]
  3456  	if x != nil {
  3457  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3458  		if ms.LoadMessageInfo() == nil {
  3459  			ms.StoreMessageInfo(mi)
  3460  		}
  3461  		return ms
  3462  	}
  3463  	return mi.MessageOf(x)
  3464  }
  3465  
  3466  // Deprecated: Use PairwiseSummarizationQualityResult.ProtoReflect.Descriptor instead.
  3467  func (*PairwiseSummarizationQualityResult) Descriptor() ([]byte, []int) {
  3468  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{44}
  3469  }
  3470  
  3471  func (x *PairwiseSummarizationQualityResult) GetPairwiseChoice() PairwiseChoice {
  3472  	if x != nil {
  3473  		return x.PairwiseChoice
  3474  	}
  3475  	return PairwiseChoice_PAIRWISE_CHOICE_UNSPECIFIED
  3476  }
  3477  
  3478  func (x *PairwiseSummarizationQualityResult) GetExplanation() string {
  3479  	if x != nil {
  3480  		return x.Explanation
  3481  	}
  3482  	return ""
  3483  }
  3484  
  3485  func (x *PairwiseSummarizationQualityResult) GetConfidence() float32 {
  3486  	if x != nil && x.Confidence != nil {
  3487  		return *x.Confidence
  3488  	}
  3489  	return 0
  3490  }
  3491  
  3492  // Input for summarization helpfulness metric.
  3493  type SummarizationHelpfulnessInput struct {
  3494  	state         protoimpl.MessageState
  3495  	sizeCache     protoimpl.SizeCache
  3496  	unknownFields protoimpl.UnknownFields
  3497  
  3498  	// Required. Spec for summarization helpfulness score metric.
  3499  	MetricSpec *SummarizationHelpfulnessSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  3500  	// Required. Summarization helpfulness instance.
  3501  	Instance *SummarizationHelpfulnessInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  3502  }
  3503  
  3504  func (x *SummarizationHelpfulnessInput) Reset() {
  3505  	*x = SummarizationHelpfulnessInput{}
  3506  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[45]
  3507  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3508  	ms.StoreMessageInfo(mi)
  3509  }
  3510  
  3511  func (x *SummarizationHelpfulnessInput) String() string {
  3512  	return protoimpl.X.MessageStringOf(x)
  3513  }
  3514  
  3515  func (*SummarizationHelpfulnessInput) ProtoMessage() {}
  3516  
  3517  func (x *SummarizationHelpfulnessInput) ProtoReflect() protoreflect.Message {
  3518  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[45]
  3519  	if x != nil {
  3520  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3521  		if ms.LoadMessageInfo() == nil {
  3522  			ms.StoreMessageInfo(mi)
  3523  		}
  3524  		return ms
  3525  	}
  3526  	return mi.MessageOf(x)
  3527  }
  3528  
  3529  // Deprecated: Use SummarizationHelpfulnessInput.ProtoReflect.Descriptor instead.
  3530  func (*SummarizationHelpfulnessInput) Descriptor() ([]byte, []int) {
  3531  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{45}
  3532  }
  3533  
  3534  func (x *SummarizationHelpfulnessInput) GetMetricSpec() *SummarizationHelpfulnessSpec {
  3535  	if x != nil {
  3536  		return x.MetricSpec
  3537  	}
  3538  	return nil
  3539  }
  3540  
  3541  func (x *SummarizationHelpfulnessInput) GetInstance() *SummarizationHelpfulnessInstance {
  3542  	if x != nil {
  3543  		return x.Instance
  3544  	}
  3545  	return nil
  3546  }
  3547  
  3548  // Spec for summarization helpfulness instance.
  3549  type SummarizationHelpfulnessInstance struct {
  3550  	state         protoimpl.MessageState
  3551  	sizeCache     protoimpl.SizeCache
  3552  	unknownFields protoimpl.UnknownFields
  3553  
  3554  	// Required. Output of the evaluated model.
  3555  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  3556  	// Optional. Ground truth used to compare against the prediction.
  3557  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  3558  	// Required. Text to be summarized.
  3559  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  3560  	// Optional. Summarization prompt for LLM.
  3561  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  3562  }
  3563  
  3564  func (x *SummarizationHelpfulnessInstance) Reset() {
  3565  	*x = SummarizationHelpfulnessInstance{}
  3566  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[46]
  3567  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3568  	ms.StoreMessageInfo(mi)
  3569  }
  3570  
  3571  func (x *SummarizationHelpfulnessInstance) String() string {
  3572  	return protoimpl.X.MessageStringOf(x)
  3573  }
  3574  
  3575  func (*SummarizationHelpfulnessInstance) ProtoMessage() {}
  3576  
  3577  func (x *SummarizationHelpfulnessInstance) ProtoReflect() protoreflect.Message {
  3578  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[46]
  3579  	if x != nil {
  3580  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3581  		if ms.LoadMessageInfo() == nil {
  3582  			ms.StoreMessageInfo(mi)
  3583  		}
  3584  		return ms
  3585  	}
  3586  	return mi.MessageOf(x)
  3587  }
  3588  
  3589  // Deprecated: Use SummarizationHelpfulnessInstance.ProtoReflect.Descriptor instead.
  3590  func (*SummarizationHelpfulnessInstance) Descriptor() ([]byte, []int) {
  3591  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{46}
  3592  }
  3593  
  3594  func (x *SummarizationHelpfulnessInstance) GetPrediction() string {
  3595  	if x != nil && x.Prediction != nil {
  3596  		return *x.Prediction
  3597  	}
  3598  	return ""
  3599  }
  3600  
  3601  func (x *SummarizationHelpfulnessInstance) GetReference() string {
  3602  	if x != nil && x.Reference != nil {
  3603  		return *x.Reference
  3604  	}
  3605  	return ""
  3606  }
  3607  
  3608  func (x *SummarizationHelpfulnessInstance) GetContext() string {
  3609  	if x != nil && x.Context != nil {
  3610  		return *x.Context
  3611  	}
  3612  	return ""
  3613  }
  3614  
  3615  func (x *SummarizationHelpfulnessInstance) GetInstruction() string {
  3616  	if x != nil && x.Instruction != nil {
  3617  		return *x.Instruction
  3618  	}
  3619  	return ""
  3620  }
  3621  
  3622  // Spec for summarization helpfulness score metric.
  3623  type SummarizationHelpfulnessSpec struct {
  3624  	state         protoimpl.MessageState
  3625  	sizeCache     protoimpl.SizeCache
  3626  	unknownFields protoimpl.UnknownFields
  3627  
  3628  	// Optional. Whether to use instance.reference to compute summarization
  3629  	// helpfulness.
  3630  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  3631  	// Optional. Which version to use for evaluation.
  3632  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  3633  }
  3634  
  3635  func (x *SummarizationHelpfulnessSpec) Reset() {
  3636  	*x = SummarizationHelpfulnessSpec{}
  3637  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[47]
  3638  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3639  	ms.StoreMessageInfo(mi)
  3640  }
  3641  
  3642  func (x *SummarizationHelpfulnessSpec) String() string {
  3643  	return protoimpl.X.MessageStringOf(x)
  3644  }
  3645  
  3646  func (*SummarizationHelpfulnessSpec) ProtoMessage() {}
  3647  
  3648  func (x *SummarizationHelpfulnessSpec) ProtoReflect() protoreflect.Message {
  3649  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[47]
  3650  	if x != nil {
  3651  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3652  		if ms.LoadMessageInfo() == nil {
  3653  			ms.StoreMessageInfo(mi)
  3654  		}
  3655  		return ms
  3656  	}
  3657  	return mi.MessageOf(x)
  3658  }
  3659  
  3660  // Deprecated: Use SummarizationHelpfulnessSpec.ProtoReflect.Descriptor instead.
  3661  func (*SummarizationHelpfulnessSpec) Descriptor() ([]byte, []int) {
  3662  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{47}
  3663  }
  3664  
  3665  func (x *SummarizationHelpfulnessSpec) GetUseReference() bool {
  3666  	if x != nil {
  3667  		return x.UseReference
  3668  	}
  3669  	return false
  3670  }
  3671  
  3672  func (x *SummarizationHelpfulnessSpec) GetVersion() int32 {
  3673  	if x != nil {
  3674  		return x.Version
  3675  	}
  3676  	return 0
  3677  }
  3678  
  3679  // Spec for summarization helpfulness result.
  3680  type SummarizationHelpfulnessResult struct {
  3681  	state         protoimpl.MessageState
  3682  	sizeCache     protoimpl.SizeCache
  3683  	unknownFields protoimpl.UnknownFields
  3684  
  3685  	// Output only. Summarization Helpfulness score.
  3686  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  3687  	// Output only. Explanation for summarization helpfulness score.
  3688  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  3689  	// Output only. Confidence for summarization helpfulness score.
  3690  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  3691  }
  3692  
  3693  func (x *SummarizationHelpfulnessResult) Reset() {
  3694  	*x = SummarizationHelpfulnessResult{}
  3695  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[48]
  3696  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3697  	ms.StoreMessageInfo(mi)
  3698  }
  3699  
  3700  func (x *SummarizationHelpfulnessResult) String() string {
  3701  	return protoimpl.X.MessageStringOf(x)
  3702  }
  3703  
  3704  func (*SummarizationHelpfulnessResult) ProtoMessage() {}
  3705  
  3706  func (x *SummarizationHelpfulnessResult) ProtoReflect() protoreflect.Message {
  3707  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[48]
  3708  	if x != nil {
  3709  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3710  		if ms.LoadMessageInfo() == nil {
  3711  			ms.StoreMessageInfo(mi)
  3712  		}
  3713  		return ms
  3714  	}
  3715  	return mi.MessageOf(x)
  3716  }
  3717  
  3718  // Deprecated: Use SummarizationHelpfulnessResult.ProtoReflect.Descriptor instead.
  3719  func (*SummarizationHelpfulnessResult) Descriptor() ([]byte, []int) {
  3720  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{48}
  3721  }
  3722  
  3723  func (x *SummarizationHelpfulnessResult) GetScore() float32 {
  3724  	if x != nil && x.Score != nil {
  3725  		return *x.Score
  3726  	}
  3727  	return 0
  3728  }
  3729  
  3730  func (x *SummarizationHelpfulnessResult) GetExplanation() string {
  3731  	if x != nil {
  3732  		return x.Explanation
  3733  	}
  3734  	return ""
  3735  }
  3736  
  3737  func (x *SummarizationHelpfulnessResult) GetConfidence() float32 {
  3738  	if x != nil && x.Confidence != nil {
  3739  		return *x.Confidence
  3740  	}
  3741  	return 0
  3742  }
  3743  
  3744  // Input for summarization verbosity metric.
  3745  type SummarizationVerbosityInput struct {
  3746  	state         protoimpl.MessageState
  3747  	sizeCache     protoimpl.SizeCache
  3748  	unknownFields protoimpl.UnknownFields
  3749  
  3750  	// Required. Spec for summarization verbosity score metric.
  3751  	MetricSpec *SummarizationVerbositySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  3752  	// Required. Summarization verbosity instance.
  3753  	Instance *SummarizationVerbosityInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  3754  }
  3755  
  3756  func (x *SummarizationVerbosityInput) Reset() {
  3757  	*x = SummarizationVerbosityInput{}
  3758  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[49]
  3759  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3760  	ms.StoreMessageInfo(mi)
  3761  }
  3762  
  3763  func (x *SummarizationVerbosityInput) String() string {
  3764  	return protoimpl.X.MessageStringOf(x)
  3765  }
  3766  
  3767  func (*SummarizationVerbosityInput) ProtoMessage() {}
  3768  
  3769  func (x *SummarizationVerbosityInput) ProtoReflect() protoreflect.Message {
  3770  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[49]
  3771  	if x != nil {
  3772  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3773  		if ms.LoadMessageInfo() == nil {
  3774  			ms.StoreMessageInfo(mi)
  3775  		}
  3776  		return ms
  3777  	}
  3778  	return mi.MessageOf(x)
  3779  }
  3780  
  3781  // Deprecated: Use SummarizationVerbosityInput.ProtoReflect.Descriptor instead.
  3782  func (*SummarizationVerbosityInput) Descriptor() ([]byte, []int) {
  3783  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{49}
  3784  }
  3785  
  3786  func (x *SummarizationVerbosityInput) GetMetricSpec() *SummarizationVerbositySpec {
  3787  	if x != nil {
  3788  		return x.MetricSpec
  3789  	}
  3790  	return nil
  3791  }
  3792  
  3793  func (x *SummarizationVerbosityInput) GetInstance() *SummarizationVerbosityInstance {
  3794  	if x != nil {
  3795  		return x.Instance
  3796  	}
  3797  	return nil
  3798  }
  3799  
  3800  // Spec for summarization verbosity instance.
  3801  type SummarizationVerbosityInstance struct {
  3802  	state         protoimpl.MessageState
  3803  	sizeCache     protoimpl.SizeCache
  3804  	unknownFields protoimpl.UnknownFields
  3805  
  3806  	// Required. Output of the evaluated model.
  3807  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  3808  	// Optional. Ground truth used to compare against the prediction.
  3809  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  3810  	// Required. Text to be summarized.
  3811  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  3812  	// Optional. Summarization prompt for LLM.
  3813  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  3814  }
  3815  
  3816  func (x *SummarizationVerbosityInstance) Reset() {
  3817  	*x = SummarizationVerbosityInstance{}
  3818  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[50]
  3819  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3820  	ms.StoreMessageInfo(mi)
  3821  }
  3822  
  3823  func (x *SummarizationVerbosityInstance) String() string {
  3824  	return protoimpl.X.MessageStringOf(x)
  3825  }
  3826  
  3827  func (*SummarizationVerbosityInstance) ProtoMessage() {}
  3828  
  3829  func (x *SummarizationVerbosityInstance) ProtoReflect() protoreflect.Message {
  3830  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[50]
  3831  	if x != nil {
  3832  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3833  		if ms.LoadMessageInfo() == nil {
  3834  			ms.StoreMessageInfo(mi)
  3835  		}
  3836  		return ms
  3837  	}
  3838  	return mi.MessageOf(x)
  3839  }
  3840  
  3841  // Deprecated: Use SummarizationVerbosityInstance.ProtoReflect.Descriptor instead.
  3842  func (*SummarizationVerbosityInstance) Descriptor() ([]byte, []int) {
  3843  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{50}
  3844  }
  3845  
  3846  func (x *SummarizationVerbosityInstance) GetPrediction() string {
  3847  	if x != nil && x.Prediction != nil {
  3848  		return *x.Prediction
  3849  	}
  3850  	return ""
  3851  }
  3852  
  3853  func (x *SummarizationVerbosityInstance) GetReference() string {
  3854  	if x != nil && x.Reference != nil {
  3855  		return *x.Reference
  3856  	}
  3857  	return ""
  3858  }
  3859  
  3860  func (x *SummarizationVerbosityInstance) GetContext() string {
  3861  	if x != nil && x.Context != nil {
  3862  		return *x.Context
  3863  	}
  3864  	return ""
  3865  }
  3866  
  3867  func (x *SummarizationVerbosityInstance) GetInstruction() string {
  3868  	if x != nil && x.Instruction != nil {
  3869  		return *x.Instruction
  3870  	}
  3871  	return ""
  3872  }
  3873  
  3874  // Spec for summarization verbosity score metric.
  3875  type SummarizationVerbositySpec struct {
  3876  	state         protoimpl.MessageState
  3877  	sizeCache     protoimpl.SizeCache
  3878  	unknownFields protoimpl.UnknownFields
  3879  
  3880  	// Optional. Whether to use instance.reference to compute summarization
  3881  	// verbosity.
  3882  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  3883  	// Optional. Which version to use for evaluation.
  3884  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  3885  }
  3886  
  3887  func (x *SummarizationVerbositySpec) Reset() {
  3888  	*x = SummarizationVerbositySpec{}
  3889  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[51]
  3890  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3891  	ms.StoreMessageInfo(mi)
  3892  }
  3893  
  3894  func (x *SummarizationVerbositySpec) String() string {
  3895  	return protoimpl.X.MessageStringOf(x)
  3896  }
  3897  
  3898  func (*SummarizationVerbositySpec) ProtoMessage() {}
  3899  
  3900  func (x *SummarizationVerbositySpec) ProtoReflect() protoreflect.Message {
  3901  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[51]
  3902  	if x != nil {
  3903  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3904  		if ms.LoadMessageInfo() == nil {
  3905  			ms.StoreMessageInfo(mi)
  3906  		}
  3907  		return ms
  3908  	}
  3909  	return mi.MessageOf(x)
  3910  }
  3911  
  3912  // Deprecated: Use SummarizationVerbositySpec.ProtoReflect.Descriptor instead.
  3913  func (*SummarizationVerbositySpec) Descriptor() ([]byte, []int) {
  3914  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{51}
  3915  }
  3916  
  3917  func (x *SummarizationVerbositySpec) GetUseReference() bool {
  3918  	if x != nil {
  3919  		return x.UseReference
  3920  	}
  3921  	return false
  3922  }
  3923  
  3924  func (x *SummarizationVerbositySpec) GetVersion() int32 {
  3925  	if x != nil {
  3926  		return x.Version
  3927  	}
  3928  	return 0
  3929  }
  3930  
  3931  // Spec for summarization verbosity result.
  3932  type SummarizationVerbosityResult struct {
  3933  	state         protoimpl.MessageState
  3934  	sizeCache     protoimpl.SizeCache
  3935  	unknownFields protoimpl.UnknownFields
  3936  
  3937  	// Output only. Summarization Verbosity score.
  3938  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  3939  	// Output only. Explanation for summarization verbosity score.
  3940  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  3941  	// Output only. Confidence for summarization verbosity score.
  3942  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  3943  }
  3944  
  3945  func (x *SummarizationVerbosityResult) Reset() {
  3946  	*x = SummarizationVerbosityResult{}
  3947  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[52]
  3948  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3949  	ms.StoreMessageInfo(mi)
  3950  }
  3951  
  3952  func (x *SummarizationVerbosityResult) String() string {
  3953  	return protoimpl.X.MessageStringOf(x)
  3954  }
  3955  
  3956  func (*SummarizationVerbosityResult) ProtoMessage() {}
  3957  
  3958  func (x *SummarizationVerbosityResult) ProtoReflect() protoreflect.Message {
  3959  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[52]
  3960  	if x != nil {
  3961  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  3962  		if ms.LoadMessageInfo() == nil {
  3963  			ms.StoreMessageInfo(mi)
  3964  		}
  3965  		return ms
  3966  	}
  3967  	return mi.MessageOf(x)
  3968  }
  3969  
  3970  // Deprecated: Use SummarizationVerbosityResult.ProtoReflect.Descriptor instead.
  3971  func (*SummarizationVerbosityResult) Descriptor() ([]byte, []int) {
  3972  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{52}
  3973  }
  3974  
  3975  func (x *SummarizationVerbosityResult) GetScore() float32 {
  3976  	if x != nil && x.Score != nil {
  3977  		return *x.Score
  3978  	}
  3979  	return 0
  3980  }
  3981  
  3982  func (x *SummarizationVerbosityResult) GetExplanation() string {
  3983  	if x != nil {
  3984  		return x.Explanation
  3985  	}
  3986  	return ""
  3987  }
  3988  
  3989  func (x *SummarizationVerbosityResult) GetConfidence() float32 {
  3990  	if x != nil && x.Confidence != nil {
  3991  		return *x.Confidence
  3992  	}
  3993  	return 0
  3994  }
  3995  
  3996  // Input for question answering quality metric.
  3997  type QuestionAnsweringQualityInput struct {
  3998  	state         protoimpl.MessageState
  3999  	sizeCache     protoimpl.SizeCache
  4000  	unknownFields protoimpl.UnknownFields
  4001  
  4002  	// Required. Spec for question answering quality score metric.
  4003  	MetricSpec *QuestionAnsweringQualitySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  4004  	// Required. Question answering quality instance.
  4005  	Instance *QuestionAnsweringQualityInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  4006  }
  4007  
  4008  func (x *QuestionAnsweringQualityInput) Reset() {
  4009  	*x = QuestionAnsweringQualityInput{}
  4010  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[53]
  4011  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4012  	ms.StoreMessageInfo(mi)
  4013  }
  4014  
  4015  func (x *QuestionAnsweringQualityInput) String() string {
  4016  	return protoimpl.X.MessageStringOf(x)
  4017  }
  4018  
  4019  func (*QuestionAnsweringQualityInput) ProtoMessage() {}
  4020  
  4021  func (x *QuestionAnsweringQualityInput) ProtoReflect() protoreflect.Message {
  4022  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[53]
  4023  	if x != nil {
  4024  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4025  		if ms.LoadMessageInfo() == nil {
  4026  			ms.StoreMessageInfo(mi)
  4027  		}
  4028  		return ms
  4029  	}
  4030  	return mi.MessageOf(x)
  4031  }
  4032  
  4033  // Deprecated: Use QuestionAnsweringQualityInput.ProtoReflect.Descriptor instead.
  4034  func (*QuestionAnsweringQualityInput) Descriptor() ([]byte, []int) {
  4035  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{53}
  4036  }
  4037  
  4038  func (x *QuestionAnsweringQualityInput) GetMetricSpec() *QuestionAnsweringQualitySpec {
  4039  	if x != nil {
  4040  		return x.MetricSpec
  4041  	}
  4042  	return nil
  4043  }
  4044  
  4045  func (x *QuestionAnsweringQualityInput) GetInstance() *QuestionAnsweringQualityInstance {
  4046  	if x != nil {
  4047  		return x.Instance
  4048  	}
  4049  	return nil
  4050  }
  4051  
  4052  // Spec for question answering quality instance.
  4053  type QuestionAnsweringQualityInstance struct {
  4054  	state         protoimpl.MessageState
  4055  	sizeCache     protoimpl.SizeCache
  4056  	unknownFields protoimpl.UnknownFields
  4057  
  4058  	// Required. Output of the evaluated model.
  4059  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  4060  	// Optional. Ground truth used to compare against the prediction.
  4061  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  4062  	// Required. Text to answer the question.
  4063  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  4064  	// Required. Question Answering prompt for LLM.
  4065  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  4066  }
  4067  
  4068  func (x *QuestionAnsweringQualityInstance) Reset() {
  4069  	*x = QuestionAnsweringQualityInstance{}
  4070  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[54]
  4071  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4072  	ms.StoreMessageInfo(mi)
  4073  }
  4074  
  4075  func (x *QuestionAnsweringQualityInstance) String() string {
  4076  	return protoimpl.X.MessageStringOf(x)
  4077  }
  4078  
  4079  func (*QuestionAnsweringQualityInstance) ProtoMessage() {}
  4080  
  4081  func (x *QuestionAnsweringQualityInstance) ProtoReflect() protoreflect.Message {
  4082  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[54]
  4083  	if x != nil {
  4084  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4085  		if ms.LoadMessageInfo() == nil {
  4086  			ms.StoreMessageInfo(mi)
  4087  		}
  4088  		return ms
  4089  	}
  4090  	return mi.MessageOf(x)
  4091  }
  4092  
  4093  // Deprecated: Use QuestionAnsweringQualityInstance.ProtoReflect.Descriptor instead.
  4094  func (*QuestionAnsweringQualityInstance) Descriptor() ([]byte, []int) {
  4095  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{54}
  4096  }
  4097  
  4098  func (x *QuestionAnsweringQualityInstance) GetPrediction() string {
  4099  	if x != nil && x.Prediction != nil {
  4100  		return *x.Prediction
  4101  	}
  4102  	return ""
  4103  }
  4104  
  4105  func (x *QuestionAnsweringQualityInstance) GetReference() string {
  4106  	if x != nil && x.Reference != nil {
  4107  		return *x.Reference
  4108  	}
  4109  	return ""
  4110  }
  4111  
  4112  func (x *QuestionAnsweringQualityInstance) GetContext() string {
  4113  	if x != nil && x.Context != nil {
  4114  		return *x.Context
  4115  	}
  4116  	return ""
  4117  }
  4118  
  4119  func (x *QuestionAnsweringQualityInstance) GetInstruction() string {
  4120  	if x != nil && x.Instruction != nil {
  4121  		return *x.Instruction
  4122  	}
  4123  	return ""
  4124  }
  4125  
  4126  // Spec for question answering quality score metric.
  4127  type QuestionAnsweringQualitySpec struct {
  4128  	state         protoimpl.MessageState
  4129  	sizeCache     protoimpl.SizeCache
  4130  	unknownFields protoimpl.UnknownFields
  4131  
  4132  	// Optional. Whether to use instance.reference to compute question answering
  4133  	// quality.
  4134  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  4135  	// Optional. Which version to use for evaluation.
  4136  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  4137  }
  4138  
  4139  func (x *QuestionAnsweringQualitySpec) Reset() {
  4140  	*x = QuestionAnsweringQualitySpec{}
  4141  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[55]
  4142  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4143  	ms.StoreMessageInfo(mi)
  4144  }
  4145  
  4146  func (x *QuestionAnsweringQualitySpec) String() string {
  4147  	return protoimpl.X.MessageStringOf(x)
  4148  }
  4149  
  4150  func (*QuestionAnsweringQualitySpec) ProtoMessage() {}
  4151  
  4152  func (x *QuestionAnsweringQualitySpec) ProtoReflect() protoreflect.Message {
  4153  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[55]
  4154  	if x != nil {
  4155  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4156  		if ms.LoadMessageInfo() == nil {
  4157  			ms.StoreMessageInfo(mi)
  4158  		}
  4159  		return ms
  4160  	}
  4161  	return mi.MessageOf(x)
  4162  }
  4163  
  4164  // Deprecated: Use QuestionAnsweringQualitySpec.ProtoReflect.Descriptor instead.
  4165  func (*QuestionAnsweringQualitySpec) Descriptor() ([]byte, []int) {
  4166  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{55}
  4167  }
  4168  
  4169  func (x *QuestionAnsweringQualitySpec) GetUseReference() bool {
  4170  	if x != nil {
  4171  		return x.UseReference
  4172  	}
  4173  	return false
  4174  }
  4175  
  4176  func (x *QuestionAnsweringQualitySpec) GetVersion() int32 {
  4177  	if x != nil {
  4178  		return x.Version
  4179  	}
  4180  	return 0
  4181  }
  4182  
  4183  // Spec for question answering quality result.
  4184  type QuestionAnsweringQualityResult struct {
  4185  	state         protoimpl.MessageState
  4186  	sizeCache     protoimpl.SizeCache
  4187  	unknownFields protoimpl.UnknownFields
  4188  
  4189  	// Output only. Question Answering Quality score.
  4190  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  4191  	// Output only. Explanation for question answering quality score.
  4192  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  4193  	// Output only. Confidence for question answering quality score.
  4194  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  4195  }
  4196  
  4197  func (x *QuestionAnsweringQualityResult) Reset() {
  4198  	*x = QuestionAnsweringQualityResult{}
  4199  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[56]
  4200  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4201  	ms.StoreMessageInfo(mi)
  4202  }
  4203  
  4204  func (x *QuestionAnsweringQualityResult) String() string {
  4205  	return protoimpl.X.MessageStringOf(x)
  4206  }
  4207  
  4208  func (*QuestionAnsweringQualityResult) ProtoMessage() {}
  4209  
  4210  func (x *QuestionAnsweringQualityResult) ProtoReflect() protoreflect.Message {
  4211  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[56]
  4212  	if x != nil {
  4213  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4214  		if ms.LoadMessageInfo() == nil {
  4215  			ms.StoreMessageInfo(mi)
  4216  		}
  4217  		return ms
  4218  	}
  4219  	return mi.MessageOf(x)
  4220  }
  4221  
  4222  // Deprecated: Use QuestionAnsweringQualityResult.ProtoReflect.Descriptor instead.
  4223  func (*QuestionAnsweringQualityResult) Descriptor() ([]byte, []int) {
  4224  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{56}
  4225  }
  4226  
  4227  func (x *QuestionAnsweringQualityResult) GetScore() float32 {
  4228  	if x != nil && x.Score != nil {
  4229  		return *x.Score
  4230  	}
  4231  	return 0
  4232  }
  4233  
  4234  func (x *QuestionAnsweringQualityResult) GetExplanation() string {
  4235  	if x != nil {
  4236  		return x.Explanation
  4237  	}
  4238  	return ""
  4239  }
  4240  
  4241  func (x *QuestionAnsweringQualityResult) GetConfidence() float32 {
  4242  	if x != nil && x.Confidence != nil {
  4243  		return *x.Confidence
  4244  	}
  4245  	return 0
  4246  }
  4247  
  4248  // Input for pairwise question answering quality metric.
  4249  type PairwiseQuestionAnsweringQualityInput struct {
  4250  	state         protoimpl.MessageState
  4251  	sizeCache     protoimpl.SizeCache
  4252  	unknownFields protoimpl.UnknownFields
  4253  
  4254  	// Required. Spec for pairwise question answering quality score metric.
  4255  	MetricSpec *PairwiseQuestionAnsweringQualitySpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  4256  	// Required. Pairwise question answering quality instance.
  4257  	Instance *PairwiseQuestionAnsweringQualityInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  4258  }
  4259  
  4260  func (x *PairwiseQuestionAnsweringQualityInput) Reset() {
  4261  	*x = PairwiseQuestionAnsweringQualityInput{}
  4262  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[57]
  4263  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4264  	ms.StoreMessageInfo(mi)
  4265  }
  4266  
  4267  func (x *PairwiseQuestionAnsweringQualityInput) String() string {
  4268  	return protoimpl.X.MessageStringOf(x)
  4269  }
  4270  
  4271  func (*PairwiseQuestionAnsweringQualityInput) ProtoMessage() {}
  4272  
  4273  func (x *PairwiseQuestionAnsweringQualityInput) ProtoReflect() protoreflect.Message {
  4274  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[57]
  4275  	if x != nil {
  4276  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4277  		if ms.LoadMessageInfo() == nil {
  4278  			ms.StoreMessageInfo(mi)
  4279  		}
  4280  		return ms
  4281  	}
  4282  	return mi.MessageOf(x)
  4283  }
  4284  
  4285  // Deprecated: Use PairwiseQuestionAnsweringQualityInput.ProtoReflect.Descriptor instead.
  4286  func (*PairwiseQuestionAnsweringQualityInput) Descriptor() ([]byte, []int) {
  4287  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{57}
  4288  }
  4289  
  4290  func (x *PairwiseQuestionAnsweringQualityInput) GetMetricSpec() *PairwiseQuestionAnsweringQualitySpec {
  4291  	if x != nil {
  4292  		return x.MetricSpec
  4293  	}
  4294  	return nil
  4295  }
  4296  
  4297  func (x *PairwiseQuestionAnsweringQualityInput) GetInstance() *PairwiseQuestionAnsweringQualityInstance {
  4298  	if x != nil {
  4299  		return x.Instance
  4300  	}
  4301  	return nil
  4302  }
  4303  
  4304  // Spec for pairwise question answering quality instance.
  4305  type PairwiseQuestionAnsweringQualityInstance struct {
  4306  	state         protoimpl.MessageState
  4307  	sizeCache     protoimpl.SizeCache
  4308  	unknownFields protoimpl.UnknownFields
  4309  
  4310  	// Required. Output of the candidate model.
  4311  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  4312  	// Required. Output of the baseline model.
  4313  	BaselinePrediction *string `protobuf:"bytes,2,opt,name=baseline_prediction,json=baselinePrediction,proto3,oneof" json:"baseline_prediction,omitempty"`
  4314  	// Optional. Ground truth used to compare against the prediction.
  4315  	Reference *string `protobuf:"bytes,3,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  4316  	// Required. Text to answer the question.
  4317  	Context *string `protobuf:"bytes,4,opt,name=context,proto3,oneof" json:"context,omitempty"`
  4318  	// Required. Question Answering prompt for LLM.
  4319  	Instruction *string `protobuf:"bytes,5,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  4320  }
  4321  
  4322  func (x *PairwiseQuestionAnsweringQualityInstance) Reset() {
  4323  	*x = PairwiseQuestionAnsweringQualityInstance{}
  4324  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[58]
  4325  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4326  	ms.StoreMessageInfo(mi)
  4327  }
  4328  
  4329  func (x *PairwiseQuestionAnsweringQualityInstance) String() string {
  4330  	return protoimpl.X.MessageStringOf(x)
  4331  }
  4332  
  4333  func (*PairwiseQuestionAnsweringQualityInstance) ProtoMessage() {}
  4334  
  4335  func (x *PairwiseQuestionAnsweringQualityInstance) ProtoReflect() protoreflect.Message {
  4336  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[58]
  4337  	if x != nil {
  4338  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4339  		if ms.LoadMessageInfo() == nil {
  4340  			ms.StoreMessageInfo(mi)
  4341  		}
  4342  		return ms
  4343  	}
  4344  	return mi.MessageOf(x)
  4345  }
  4346  
  4347  // Deprecated: Use PairwiseQuestionAnsweringQualityInstance.ProtoReflect.Descriptor instead.
  4348  func (*PairwiseQuestionAnsweringQualityInstance) Descriptor() ([]byte, []int) {
  4349  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{58}
  4350  }
  4351  
  4352  func (x *PairwiseQuestionAnsweringQualityInstance) GetPrediction() string {
  4353  	if x != nil && x.Prediction != nil {
  4354  		return *x.Prediction
  4355  	}
  4356  	return ""
  4357  }
  4358  
  4359  func (x *PairwiseQuestionAnsweringQualityInstance) GetBaselinePrediction() string {
  4360  	if x != nil && x.BaselinePrediction != nil {
  4361  		return *x.BaselinePrediction
  4362  	}
  4363  	return ""
  4364  }
  4365  
  4366  func (x *PairwiseQuestionAnsweringQualityInstance) GetReference() string {
  4367  	if x != nil && x.Reference != nil {
  4368  		return *x.Reference
  4369  	}
  4370  	return ""
  4371  }
  4372  
  4373  func (x *PairwiseQuestionAnsweringQualityInstance) GetContext() string {
  4374  	if x != nil && x.Context != nil {
  4375  		return *x.Context
  4376  	}
  4377  	return ""
  4378  }
  4379  
  4380  func (x *PairwiseQuestionAnsweringQualityInstance) GetInstruction() string {
  4381  	if x != nil && x.Instruction != nil {
  4382  		return *x.Instruction
  4383  	}
  4384  	return ""
  4385  }
  4386  
  4387  // Spec for pairwise question answering quality score metric.
  4388  type PairwiseQuestionAnsweringQualitySpec struct {
  4389  	state         protoimpl.MessageState
  4390  	sizeCache     protoimpl.SizeCache
  4391  	unknownFields protoimpl.UnknownFields
  4392  
  4393  	// Optional. Whether to use instance.reference to compute question answering
  4394  	// quality.
  4395  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  4396  	// Optional. Which version to use for evaluation.
  4397  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  4398  }
  4399  
  4400  func (x *PairwiseQuestionAnsweringQualitySpec) Reset() {
  4401  	*x = PairwiseQuestionAnsweringQualitySpec{}
  4402  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[59]
  4403  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4404  	ms.StoreMessageInfo(mi)
  4405  }
  4406  
  4407  func (x *PairwiseQuestionAnsweringQualitySpec) String() string {
  4408  	return protoimpl.X.MessageStringOf(x)
  4409  }
  4410  
  4411  func (*PairwiseQuestionAnsweringQualitySpec) ProtoMessage() {}
  4412  
  4413  func (x *PairwiseQuestionAnsweringQualitySpec) ProtoReflect() protoreflect.Message {
  4414  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[59]
  4415  	if x != nil {
  4416  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4417  		if ms.LoadMessageInfo() == nil {
  4418  			ms.StoreMessageInfo(mi)
  4419  		}
  4420  		return ms
  4421  	}
  4422  	return mi.MessageOf(x)
  4423  }
  4424  
  4425  // Deprecated: Use PairwiseQuestionAnsweringQualitySpec.ProtoReflect.Descriptor instead.
  4426  func (*PairwiseQuestionAnsweringQualitySpec) Descriptor() ([]byte, []int) {
  4427  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{59}
  4428  }
  4429  
  4430  func (x *PairwiseQuestionAnsweringQualitySpec) GetUseReference() bool {
  4431  	if x != nil {
  4432  		return x.UseReference
  4433  	}
  4434  	return false
  4435  }
  4436  
  4437  func (x *PairwiseQuestionAnsweringQualitySpec) GetVersion() int32 {
  4438  	if x != nil {
  4439  		return x.Version
  4440  	}
  4441  	return 0
  4442  }
  4443  
  4444  // Spec for pairwise question answering quality result.
  4445  type PairwiseQuestionAnsweringQualityResult struct {
  4446  	state         protoimpl.MessageState
  4447  	sizeCache     protoimpl.SizeCache
  4448  	unknownFields protoimpl.UnknownFields
  4449  
  4450  	// Output only. Pairwise question answering prediction choice.
  4451  	PairwiseChoice PairwiseChoice `protobuf:"varint,1,opt,name=pairwise_choice,json=pairwiseChoice,proto3,enum=google.cloud.aiplatform.v1.PairwiseChoice" json:"pairwise_choice,omitempty"`
  4452  	// Output only. Explanation for question answering quality score.
  4453  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  4454  	// Output only. Confidence for question answering quality score.
  4455  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  4456  }
  4457  
  4458  func (x *PairwiseQuestionAnsweringQualityResult) Reset() {
  4459  	*x = PairwiseQuestionAnsweringQualityResult{}
  4460  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[60]
  4461  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4462  	ms.StoreMessageInfo(mi)
  4463  }
  4464  
  4465  func (x *PairwiseQuestionAnsweringQualityResult) String() string {
  4466  	return protoimpl.X.MessageStringOf(x)
  4467  }
  4468  
  4469  func (*PairwiseQuestionAnsweringQualityResult) ProtoMessage() {}
  4470  
  4471  func (x *PairwiseQuestionAnsweringQualityResult) ProtoReflect() protoreflect.Message {
  4472  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[60]
  4473  	if x != nil {
  4474  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4475  		if ms.LoadMessageInfo() == nil {
  4476  			ms.StoreMessageInfo(mi)
  4477  		}
  4478  		return ms
  4479  	}
  4480  	return mi.MessageOf(x)
  4481  }
  4482  
  4483  // Deprecated: Use PairwiseQuestionAnsweringQualityResult.ProtoReflect.Descriptor instead.
  4484  func (*PairwiseQuestionAnsweringQualityResult) Descriptor() ([]byte, []int) {
  4485  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{60}
  4486  }
  4487  
  4488  func (x *PairwiseQuestionAnsweringQualityResult) GetPairwiseChoice() PairwiseChoice {
  4489  	if x != nil {
  4490  		return x.PairwiseChoice
  4491  	}
  4492  	return PairwiseChoice_PAIRWISE_CHOICE_UNSPECIFIED
  4493  }
  4494  
  4495  func (x *PairwiseQuestionAnsweringQualityResult) GetExplanation() string {
  4496  	if x != nil {
  4497  		return x.Explanation
  4498  	}
  4499  	return ""
  4500  }
  4501  
  4502  func (x *PairwiseQuestionAnsweringQualityResult) GetConfidence() float32 {
  4503  	if x != nil && x.Confidence != nil {
  4504  		return *x.Confidence
  4505  	}
  4506  	return 0
  4507  }
  4508  
  4509  // Input for question answering relevance metric.
  4510  type QuestionAnsweringRelevanceInput struct {
  4511  	state         protoimpl.MessageState
  4512  	sizeCache     protoimpl.SizeCache
  4513  	unknownFields protoimpl.UnknownFields
  4514  
  4515  	// Required. Spec for question answering relevance score metric.
  4516  	MetricSpec *QuestionAnsweringRelevanceSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  4517  	// Required. Question answering relevance instance.
  4518  	Instance *QuestionAnsweringRelevanceInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  4519  }
  4520  
  4521  func (x *QuestionAnsweringRelevanceInput) Reset() {
  4522  	*x = QuestionAnsweringRelevanceInput{}
  4523  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[61]
  4524  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4525  	ms.StoreMessageInfo(mi)
  4526  }
  4527  
  4528  func (x *QuestionAnsweringRelevanceInput) String() string {
  4529  	return protoimpl.X.MessageStringOf(x)
  4530  }
  4531  
  4532  func (*QuestionAnsweringRelevanceInput) ProtoMessage() {}
  4533  
  4534  func (x *QuestionAnsweringRelevanceInput) ProtoReflect() protoreflect.Message {
  4535  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[61]
  4536  	if x != nil {
  4537  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4538  		if ms.LoadMessageInfo() == nil {
  4539  			ms.StoreMessageInfo(mi)
  4540  		}
  4541  		return ms
  4542  	}
  4543  	return mi.MessageOf(x)
  4544  }
  4545  
  4546  // Deprecated: Use QuestionAnsweringRelevanceInput.ProtoReflect.Descriptor instead.
  4547  func (*QuestionAnsweringRelevanceInput) Descriptor() ([]byte, []int) {
  4548  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{61}
  4549  }
  4550  
  4551  func (x *QuestionAnsweringRelevanceInput) GetMetricSpec() *QuestionAnsweringRelevanceSpec {
  4552  	if x != nil {
  4553  		return x.MetricSpec
  4554  	}
  4555  	return nil
  4556  }
  4557  
  4558  func (x *QuestionAnsweringRelevanceInput) GetInstance() *QuestionAnsweringRelevanceInstance {
  4559  	if x != nil {
  4560  		return x.Instance
  4561  	}
  4562  	return nil
  4563  }
  4564  
  4565  // Spec for question answering relevance instance.
  4566  type QuestionAnsweringRelevanceInstance struct {
  4567  	state         protoimpl.MessageState
  4568  	sizeCache     protoimpl.SizeCache
  4569  	unknownFields protoimpl.UnknownFields
  4570  
  4571  	// Required. Output of the evaluated model.
  4572  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  4573  	// Optional. Ground truth used to compare against the prediction.
  4574  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  4575  	// Optional. Text provided as context to answer the question.
  4576  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  4577  	// Required. The question asked and other instruction in the inference prompt.
  4578  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  4579  }
  4580  
  4581  func (x *QuestionAnsweringRelevanceInstance) Reset() {
  4582  	*x = QuestionAnsweringRelevanceInstance{}
  4583  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[62]
  4584  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4585  	ms.StoreMessageInfo(mi)
  4586  }
  4587  
  4588  func (x *QuestionAnsweringRelevanceInstance) String() string {
  4589  	return protoimpl.X.MessageStringOf(x)
  4590  }
  4591  
  4592  func (*QuestionAnsweringRelevanceInstance) ProtoMessage() {}
  4593  
  4594  func (x *QuestionAnsweringRelevanceInstance) ProtoReflect() protoreflect.Message {
  4595  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[62]
  4596  	if x != nil {
  4597  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4598  		if ms.LoadMessageInfo() == nil {
  4599  			ms.StoreMessageInfo(mi)
  4600  		}
  4601  		return ms
  4602  	}
  4603  	return mi.MessageOf(x)
  4604  }
  4605  
  4606  // Deprecated: Use QuestionAnsweringRelevanceInstance.ProtoReflect.Descriptor instead.
  4607  func (*QuestionAnsweringRelevanceInstance) Descriptor() ([]byte, []int) {
  4608  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{62}
  4609  }
  4610  
  4611  func (x *QuestionAnsweringRelevanceInstance) GetPrediction() string {
  4612  	if x != nil && x.Prediction != nil {
  4613  		return *x.Prediction
  4614  	}
  4615  	return ""
  4616  }
  4617  
  4618  func (x *QuestionAnsweringRelevanceInstance) GetReference() string {
  4619  	if x != nil && x.Reference != nil {
  4620  		return *x.Reference
  4621  	}
  4622  	return ""
  4623  }
  4624  
  4625  func (x *QuestionAnsweringRelevanceInstance) GetContext() string {
  4626  	if x != nil && x.Context != nil {
  4627  		return *x.Context
  4628  	}
  4629  	return ""
  4630  }
  4631  
  4632  func (x *QuestionAnsweringRelevanceInstance) GetInstruction() string {
  4633  	if x != nil && x.Instruction != nil {
  4634  		return *x.Instruction
  4635  	}
  4636  	return ""
  4637  }
  4638  
  4639  // Spec for question answering relevance metric.
  4640  type QuestionAnsweringRelevanceSpec struct {
  4641  	state         protoimpl.MessageState
  4642  	sizeCache     protoimpl.SizeCache
  4643  	unknownFields protoimpl.UnknownFields
  4644  
  4645  	// Optional. Whether to use instance.reference to compute question answering
  4646  	// relevance.
  4647  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  4648  	// Optional. Which version to use for evaluation.
  4649  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  4650  }
  4651  
  4652  func (x *QuestionAnsweringRelevanceSpec) Reset() {
  4653  	*x = QuestionAnsweringRelevanceSpec{}
  4654  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[63]
  4655  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4656  	ms.StoreMessageInfo(mi)
  4657  }
  4658  
  4659  func (x *QuestionAnsweringRelevanceSpec) String() string {
  4660  	return protoimpl.X.MessageStringOf(x)
  4661  }
  4662  
  4663  func (*QuestionAnsweringRelevanceSpec) ProtoMessage() {}
  4664  
  4665  func (x *QuestionAnsweringRelevanceSpec) ProtoReflect() protoreflect.Message {
  4666  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[63]
  4667  	if x != nil {
  4668  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4669  		if ms.LoadMessageInfo() == nil {
  4670  			ms.StoreMessageInfo(mi)
  4671  		}
  4672  		return ms
  4673  	}
  4674  	return mi.MessageOf(x)
  4675  }
  4676  
  4677  // Deprecated: Use QuestionAnsweringRelevanceSpec.ProtoReflect.Descriptor instead.
  4678  func (*QuestionAnsweringRelevanceSpec) Descriptor() ([]byte, []int) {
  4679  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{63}
  4680  }
  4681  
  4682  func (x *QuestionAnsweringRelevanceSpec) GetUseReference() bool {
  4683  	if x != nil {
  4684  		return x.UseReference
  4685  	}
  4686  	return false
  4687  }
  4688  
  4689  func (x *QuestionAnsweringRelevanceSpec) GetVersion() int32 {
  4690  	if x != nil {
  4691  		return x.Version
  4692  	}
  4693  	return 0
  4694  }
  4695  
  4696  // Spec for question answering relevance result.
  4697  type QuestionAnsweringRelevanceResult struct {
  4698  	state         protoimpl.MessageState
  4699  	sizeCache     protoimpl.SizeCache
  4700  	unknownFields protoimpl.UnknownFields
  4701  
  4702  	// Output only. Question Answering Relevance score.
  4703  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  4704  	// Output only. Explanation for question answering relevance score.
  4705  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  4706  	// Output only. Confidence for question answering relevance score.
  4707  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  4708  }
  4709  
  4710  func (x *QuestionAnsweringRelevanceResult) Reset() {
  4711  	*x = QuestionAnsweringRelevanceResult{}
  4712  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[64]
  4713  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4714  	ms.StoreMessageInfo(mi)
  4715  }
  4716  
  4717  func (x *QuestionAnsweringRelevanceResult) String() string {
  4718  	return protoimpl.X.MessageStringOf(x)
  4719  }
  4720  
  4721  func (*QuestionAnsweringRelevanceResult) ProtoMessage() {}
  4722  
  4723  func (x *QuestionAnsweringRelevanceResult) ProtoReflect() protoreflect.Message {
  4724  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[64]
  4725  	if x != nil {
  4726  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4727  		if ms.LoadMessageInfo() == nil {
  4728  			ms.StoreMessageInfo(mi)
  4729  		}
  4730  		return ms
  4731  	}
  4732  	return mi.MessageOf(x)
  4733  }
  4734  
  4735  // Deprecated: Use QuestionAnsweringRelevanceResult.ProtoReflect.Descriptor instead.
  4736  func (*QuestionAnsweringRelevanceResult) Descriptor() ([]byte, []int) {
  4737  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{64}
  4738  }
  4739  
  4740  func (x *QuestionAnsweringRelevanceResult) GetScore() float32 {
  4741  	if x != nil && x.Score != nil {
  4742  		return *x.Score
  4743  	}
  4744  	return 0
  4745  }
  4746  
  4747  func (x *QuestionAnsweringRelevanceResult) GetExplanation() string {
  4748  	if x != nil {
  4749  		return x.Explanation
  4750  	}
  4751  	return ""
  4752  }
  4753  
  4754  func (x *QuestionAnsweringRelevanceResult) GetConfidence() float32 {
  4755  	if x != nil && x.Confidence != nil {
  4756  		return *x.Confidence
  4757  	}
  4758  	return 0
  4759  }
  4760  
  4761  // Input for question answering helpfulness metric.
  4762  type QuestionAnsweringHelpfulnessInput struct {
  4763  	state         protoimpl.MessageState
  4764  	sizeCache     protoimpl.SizeCache
  4765  	unknownFields protoimpl.UnknownFields
  4766  
  4767  	// Required. Spec for question answering helpfulness score metric.
  4768  	MetricSpec *QuestionAnsweringHelpfulnessSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  4769  	// Required. Question answering helpfulness instance.
  4770  	Instance *QuestionAnsweringHelpfulnessInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  4771  }
  4772  
  4773  func (x *QuestionAnsweringHelpfulnessInput) Reset() {
  4774  	*x = QuestionAnsweringHelpfulnessInput{}
  4775  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[65]
  4776  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4777  	ms.StoreMessageInfo(mi)
  4778  }
  4779  
  4780  func (x *QuestionAnsweringHelpfulnessInput) String() string {
  4781  	return protoimpl.X.MessageStringOf(x)
  4782  }
  4783  
  4784  func (*QuestionAnsweringHelpfulnessInput) ProtoMessage() {}
  4785  
  4786  func (x *QuestionAnsweringHelpfulnessInput) ProtoReflect() protoreflect.Message {
  4787  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[65]
  4788  	if x != nil {
  4789  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4790  		if ms.LoadMessageInfo() == nil {
  4791  			ms.StoreMessageInfo(mi)
  4792  		}
  4793  		return ms
  4794  	}
  4795  	return mi.MessageOf(x)
  4796  }
  4797  
  4798  // Deprecated: Use QuestionAnsweringHelpfulnessInput.ProtoReflect.Descriptor instead.
  4799  func (*QuestionAnsweringHelpfulnessInput) Descriptor() ([]byte, []int) {
  4800  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{65}
  4801  }
  4802  
  4803  func (x *QuestionAnsweringHelpfulnessInput) GetMetricSpec() *QuestionAnsweringHelpfulnessSpec {
  4804  	if x != nil {
  4805  		return x.MetricSpec
  4806  	}
  4807  	return nil
  4808  }
  4809  
  4810  func (x *QuestionAnsweringHelpfulnessInput) GetInstance() *QuestionAnsweringHelpfulnessInstance {
  4811  	if x != nil {
  4812  		return x.Instance
  4813  	}
  4814  	return nil
  4815  }
  4816  
  4817  // Spec for question answering helpfulness instance.
  4818  type QuestionAnsweringHelpfulnessInstance struct {
  4819  	state         protoimpl.MessageState
  4820  	sizeCache     protoimpl.SizeCache
  4821  	unknownFields protoimpl.UnknownFields
  4822  
  4823  	// Required. Output of the evaluated model.
  4824  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  4825  	// Optional. Ground truth used to compare against the prediction.
  4826  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  4827  	// Optional. Text provided as context to answer the question.
  4828  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  4829  	// Required. The question asked and other instruction in the inference prompt.
  4830  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  4831  }
  4832  
  4833  func (x *QuestionAnsweringHelpfulnessInstance) Reset() {
  4834  	*x = QuestionAnsweringHelpfulnessInstance{}
  4835  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[66]
  4836  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4837  	ms.StoreMessageInfo(mi)
  4838  }
  4839  
  4840  func (x *QuestionAnsweringHelpfulnessInstance) String() string {
  4841  	return protoimpl.X.MessageStringOf(x)
  4842  }
  4843  
  4844  func (*QuestionAnsweringHelpfulnessInstance) ProtoMessage() {}
  4845  
  4846  func (x *QuestionAnsweringHelpfulnessInstance) ProtoReflect() protoreflect.Message {
  4847  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[66]
  4848  	if x != nil {
  4849  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4850  		if ms.LoadMessageInfo() == nil {
  4851  			ms.StoreMessageInfo(mi)
  4852  		}
  4853  		return ms
  4854  	}
  4855  	return mi.MessageOf(x)
  4856  }
  4857  
  4858  // Deprecated: Use QuestionAnsweringHelpfulnessInstance.ProtoReflect.Descriptor instead.
  4859  func (*QuestionAnsweringHelpfulnessInstance) Descriptor() ([]byte, []int) {
  4860  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{66}
  4861  }
  4862  
  4863  func (x *QuestionAnsweringHelpfulnessInstance) GetPrediction() string {
  4864  	if x != nil && x.Prediction != nil {
  4865  		return *x.Prediction
  4866  	}
  4867  	return ""
  4868  }
  4869  
  4870  func (x *QuestionAnsweringHelpfulnessInstance) GetReference() string {
  4871  	if x != nil && x.Reference != nil {
  4872  		return *x.Reference
  4873  	}
  4874  	return ""
  4875  }
  4876  
  4877  func (x *QuestionAnsweringHelpfulnessInstance) GetContext() string {
  4878  	if x != nil && x.Context != nil {
  4879  		return *x.Context
  4880  	}
  4881  	return ""
  4882  }
  4883  
  4884  func (x *QuestionAnsweringHelpfulnessInstance) GetInstruction() string {
  4885  	if x != nil && x.Instruction != nil {
  4886  		return *x.Instruction
  4887  	}
  4888  	return ""
  4889  }
  4890  
  4891  // Spec for question answering helpfulness metric.
  4892  type QuestionAnsweringHelpfulnessSpec struct {
  4893  	state         protoimpl.MessageState
  4894  	sizeCache     protoimpl.SizeCache
  4895  	unknownFields protoimpl.UnknownFields
  4896  
  4897  	// Optional. Whether to use instance.reference to compute question answering
  4898  	// helpfulness.
  4899  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  4900  	// Optional. Which version to use for evaluation.
  4901  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  4902  }
  4903  
  4904  func (x *QuestionAnsweringHelpfulnessSpec) Reset() {
  4905  	*x = QuestionAnsweringHelpfulnessSpec{}
  4906  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[67]
  4907  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4908  	ms.StoreMessageInfo(mi)
  4909  }
  4910  
  4911  func (x *QuestionAnsweringHelpfulnessSpec) String() string {
  4912  	return protoimpl.X.MessageStringOf(x)
  4913  }
  4914  
  4915  func (*QuestionAnsweringHelpfulnessSpec) ProtoMessage() {}
  4916  
  4917  func (x *QuestionAnsweringHelpfulnessSpec) ProtoReflect() protoreflect.Message {
  4918  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[67]
  4919  	if x != nil {
  4920  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4921  		if ms.LoadMessageInfo() == nil {
  4922  			ms.StoreMessageInfo(mi)
  4923  		}
  4924  		return ms
  4925  	}
  4926  	return mi.MessageOf(x)
  4927  }
  4928  
  4929  // Deprecated: Use QuestionAnsweringHelpfulnessSpec.ProtoReflect.Descriptor instead.
  4930  func (*QuestionAnsweringHelpfulnessSpec) Descriptor() ([]byte, []int) {
  4931  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{67}
  4932  }
  4933  
  4934  func (x *QuestionAnsweringHelpfulnessSpec) GetUseReference() bool {
  4935  	if x != nil {
  4936  		return x.UseReference
  4937  	}
  4938  	return false
  4939  }
  4940  
  4941  func (x *QuestionAnsweringHelpfulnessSpec) GetVersion() int32 {
  4942  	if x != nil {
  4943  		return x.Version
  4944  	}
  4945  	return 0
  4946  }
  4947  
  4948  // Spec for question answering helpfulness result.
  4949  type QuestionAnsweringHelpfulnessResult struct {
  4950  	state         protoimpl.MessageState
  4951  	sizeCache     protoimpl.SizeCache
  4952  	unknownFields protoimpl.UnknownFields
  4953  
  4954  	// Output only. Question Answering Helpfulness score.
  4955  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  4956  	// Output only. Explanation for question answering helpfulness score.
  4957  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  4958  	// Output only. Confidence for question answering helpfulness score.
  4959  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  4960  }
  4961  
  4962  func (x *QuestionAnsweringHelpfulnessResult) Reset() {
  4963  	*x = QuestionAnsweringHelpfulnessResult{}
  4964  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[68]
  4965  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4966  	ms.StoreMessageInfo(mi)
  4967  }
  4968  
  4969  func (x *QuestionAnsweringHelpfulnessResult) String() string {
  4970  	return protoimpl.X.MessageStringOf(x)
  4971  }
  4972  
  4973  func (*QuestionAnsweringHelpfulnessResult) ProtoMessage() {}
  4974  
  4975  func (x *QuestionAnsweringHelpfulnessResult) ProtoReflect() protoreflect.Message {
  4976  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[68]
  4977  	if x != nil {
  4978  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  4979  		if ms.LoadMessageInfo() == nil {
  4980  			ms.StoreMessageInfo(mi)
  4981  		}
  4982  		return ms
  4983  	}
  4984  	return mi.MessageOf(x)
  4985  }
  4986  
  4987  // Deprecated: Use QuestionAnsweringHelpfulnessResult.ProtoReflect.Descriptor instead.
  4988  func (*QuestionAnsweringHelpfulnessResult) Descriptor() ([]byte, []int) {
  4989  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{68}
  4990  }
  4991  
  4992  func (x *QuestionAnsweringHelpfulnessResult) GetScore() float32 {
  4993  	if x != nil && x.Score != nil {
  4994  		return *x.Score
  4995  	}
  4996  	return 0
  4997  }
  4998  
  4999  func (x *QuestionAnsweringHelpfulnessResult) GetExplanation() string {
  5000  	if x != nil {
  5001  		return x.Explanation
  5002  	}
  5003  	return ""
  5004  }
  5005  
  5006  func (x *QuestionAnsweringHelpfulnessResult) GetConfidence() float32 {
  5007  	if x != nil && x.Confidence != nil {
  5008  		return *x.Confidence
  5009  	}
  5010  	return 0
  5011  }
  5012  
  5013  // Input for question answering correctness metric.
  5014  type QuestionAnsweringCorrectnessInput struct {
  5015  	state         protoimpl.MessageState
  5016  	sizeCache     protoimpl.SizeCache
  5017  	unknownFields protoimpl.UnknownFields
  5018  
  5019  	// Required. Spec for question answering correctness score metric.
  5020  	MetricSpec *QuestionAnsweringCorrectnessSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  5021  	// Required. Question answering correctness instance.
  5022  	Instance *QuestionAnsweringCorrectnessInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  5023  }
  5024  
  5025  func (x *QuestionAnsweringCorrectnessInput) Reset() {
  5026  	*x = QuestionAnsweringCorrectnessInput{}
  5027  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[69]
  5028  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5029  	ms.StoreMessageInfo(mi)
  5030  }
  5031  
  5032  func (x *QuestionAnsweringCorrectnessInput) String() string {
  5033  	return protoimpl.X.MessageStringOf(x)
  5034  }
  5035  
  5036  func (*QuestionAnsweringCorrectnessInput) ProtoMessage() {}
  5037  
  5038  func (x *QuestionAnsweringCorrectnessInput) ProtoReflect() protoreflect.Message {
  5039  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[69]
  5040  	if x != nil {
  5041  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5042  		if ms.LoadMessageInfo() == nil {
  5043  			ms.StoreMessageInfo(mi)
  5044  		}
  5045  		return ms
  5046  	}
  5047  	return mi.MessageOf(x)
  5048  }
  5049  
  5050  // Deprecated: Use QuestionAnsweringCorrectnessInput.ProtoReflect.Descriptor instead.
  5051  func (*QuestionAnsweringCorrectnessInput) Descriptor() ([]byte, []int) {
  5052  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{69}
  5053  }
  5054  
  5055  func (x *QuestionAnsweringCorrectnessInput) GetMetricSpec() *QuestionAnsweringCorrectnessSpec {
  5056  	if x != nil {
  5057  		return x.MetricSpec
  5058  	}
  5059  	return nil
  5060  }
  5061  
  5062  func (x *QuestionAnsweringCorrectnessInput) GetInstance() *QuestionAnsweringCorrectnessInstance {
  5063  	if x != nil {
  5064  		return x.Instance
  5065  	}
  5066  	return nil
  5067  }
  5068  
  5069  // Spec for question answering correctness instance.
  5070  type QuestionAnsweringCorrectnessInstance struct {
  5071  	state         protoimpl.MessageState
  5072  	sizeCache     protoimpl.SizeCache
  5073  	unknownFields protoimpl.UnknownFields
  5074  
  5075  	// Required. Output of the evaluated model.
  5076  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  5077  	// Optional. Ground truth used to compare against the prediction.
  5078  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  5079  	// Optional. Text provided as context to answer the question.
  5080  	Context *string `protobuf:"bytes,3,opt,name=context,proto3,oneof" json:"context,omitempty"`
  5081  	// Required. The question asked and other instruction in the inference prompt.
  5082  	Instruction *string `protobuf:"bytes,4,opt,name=instruction,proto3,oneof" json:"instruction,omitempty"`
  5083  }
  5084  
  5085  func (x *QuestionAnsweringCorrectnessInstance) Reset() {
  5086  	*x = QuestionAnsweringCorrectnessInstance{}
  5087  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[70]
  5088  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5089  	ms.StoreMessageInfo(mi)
  5090  }
  5091  
  5092  func (x *QuestionAnsweringCorrectnessInstance) String() string {
  5093  	return protoimpl.X.MessageStringOf(x)
  5094  }
  5095  
  5096  func (*QuestionAnsweringCorrectnessInstance) ProtoMessage() {}
  5097  
  5098  func (x *QuestionAnsweringCorrectnessInstance) ProtoReflect() protoreflect.Message {
  5099  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[70]
  5100  	if x != nil {
  5101  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5102  		if ms.LoadMessageInfo() == nil {
  5103  			ms.StoreMessageInfo(mi)
  5104  		}
  5105  		return ms
  5106  	}
  5107  	return mi.MessageOf(x)
  5108  }
  5109  
  5110  // Deprecated: Use QuestionAnsweringCorrectnessInstance.ProtoReflect.Descriptor instead.
  5111  func (*QuestionAnsweringCorrectnessInstance) Descriptor() ([]byte, []int) {
  5112  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{70}
  5113  }
  5114  
  5115  func (x *QuestionAnsweringCorrectnessInstance) GetPrediction() string {
  5116  	if x != nil && x.Prediction != nil {
  5117  		return *x.Prediction
  5118  	}
  5119  	return ""
  5120  }
  5121  
  5122  func (x *QuestionAnsweringCorrectnessInstance) GetReference() string {
  5123  	if x != nil && x.Reference != nil {
  5124  		return *x.Reference
  5125  	}
  5126  	return ""
  5127  }
  5128  
  5129  func (x *QuestionAnsweringCorrectnessInstance) GetContext() string {
  5130  	if x != nil && x.Context != nil {
  5131  		return *x.Context
  5132  	}
  5133  	return ""
  5134  }
  5135  
  5136  func (x *QuestionAnsweringCorrectnessInstance) GetInstruction() string {
  5137  	if x != nil && x.Instruction != nil {
  5138  		return *x.Instruction
  5139  	}
  5140  	return ""
  5141  }
  5142  
  5143  // Spec for question answering correctness metric.
  5144  type QuestionAnsweringCorrectnessSpec struct {
  5145  	state         protoimpl.MessageState
  5146  	sizeCache     protoimpl.SizeCache
  5147  	unknownFields protoimpl.UnknownFields
  5148  
  5149  	// Optional. Whether to use instance.reference to compute question answering
  5150  	// correctness.
  5151  	UseReference bool `protobuf:"varint,1,opt,name=use_reference,json=useReference,proto3" json:"use_reference,omitempty"`
  5152  	// Optional. Which version to use for evaluation.
  5153  	Version int32 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
  5154  }
  5155  
  5156  func (x *QuestionAnsweringCorrectnessSpec) Reset() {
  5157  	*x = QuestionAnsweringCorrectnessSpec{}
  5158  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[71]
  5159  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5160  	ms.StoreMessageInfo(mi)
  5161  }
  5162  
  5163  func (x *QuestionAnsweringCorrectnessSpec) String() string {
  5164  	return protoimpl.X.MessageStringOf(x)
  5165  }
  5166  
  5167  func (*QuestionAnsweringCorrectnessSpec) ProtoMessage() {}
  5168  
  5169  func (x *QuestionAnsweringCorrectnessSpec) ProtoReflect() protoreflect.Message {
  5170  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[71]
  5171  	if x != nil {
  5172  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5173  		if ms.LoadMessageInfo() == nil {
  5174  			ms.StoreMessageInfo(mi)
  5175  		}
  5176  		return ms
  5177  	}
  5178  	return mi.MessageOf(x)
  5179  }
  5180  
  5181  // Deprecated: Use QuestionAnsweringCorrectnessSpec.ProtoReflect.Descriptor instead.
  5182  func (*QuestionAnsweringCorrectnessSpec) Descriptor() ([]byte, []int) {
  5183  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{71}
  5184  }
  5185  
  5186  func (x *QuestionAnsweringCorrectnessSpec) GetUseReference() bool {
  5187  	if x != nil {
  5188  		return x.UseReference
  5189  	}
  5190  	return false
  5191  }
  5192  
  5193  func (x *QuestionAnsweringCorrectnessSpec) GetVersion() int32 {
  5194  	if x != nil {
  5195  		return x.Version
  5196  	}
  5197  	return 0
  5198  }
  5199  
  5200  // Spec for question answering correctness result.
  5201  type QuestionAnsweringCorrectnessResult struct {
  5202  	state         protoimpl.MessageState
  5203  	sizeCache     protoimpl.SizeCache
  5204  	unknownFields protoimpl.UnknownFields
  5205  
  5206  	// Output only. Question Answering Correctness score.
  5207  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  5208  	// Output only. Explanation for question answering correctness score.
  5209  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  5210  	// Output only. Confidence for question answering correctness score.
  5211  	Confidence *float32 `protobuf:"fixed32,3,opt,name=confidence,proto3,oneof" json:"confidence,omitempty"`
  5212  }
  5213  
  5214  func (x *QuestionAnsweringCorrectnessResult) Reset() {
  5215  	*x = QuestionAnsweringCorrectnessResult{}
  5216  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[72]
  5217  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5218  	ms.StoreMessageInfo(mi)
  5219  }
  5220  
  5221  func (x *QuestionAnsweringCorrectnessResult) String() string {
  5222  	return protoimpl.X.MessageStringOf(x)
  5223  }
  5224  
  5225  func (*QuestionAnsweringCorrectnessResult) ProtoMessage() {}
  5226  
  5227  func (x *QuestionAnsweringCorrectnessResult) ProtoReflect() protoreflect.Message {
  5228  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[72]
  5229  	if x != nil {
  5230  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5231  		if ms.LoadMessageInfo() == nil {
  5232  			ms.StoreMessageInfo(mi)
  5233  		}
  5234  		return ms
  5235  	}
  5236  	return mi.MessageOf(x)
  5237  }
  5238  
  5239  // Deprecated: Use QuestionAnsweringCorrectnessResult.ProtoReflect.Descriptor instead.
  5240  func (*QuestionAnsweringCorrectnessResult) Descriptor() ([]byte, []int) {
  5241  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{72}
  5242  }
  5243  
  5244  func (x *QuestionAnsweringCorrectnessResult) GetScore() float32 {
  5245  	if x != nil && x.Score != nil {
  5246  		return *x.Score
  5247  	}
  5248  	return 0
  5249  }
  5250  
  5251  func (x *QuestionAnsweringCorrectnessResult) GetExplanation() string {
  5252  	if x != nil {
  5253  		return x.Explanation
  5254  	}
  5255  	return ""
  5256  }
  5257  
  5258  func (x *QuestionAnsweringCorrectnessResult) GetConfidence() float32 {
  5259  	if x != nil && x.Confidence != nil {
  5260  		return *x.Confidence
  5261  	}
  5262  	return 0
  5263  }
  5264  
  5265  // Input for pointwise metric.
  5266  type PointwiseMetricInput struct {
  5267  	state         protoimpl.MessageState
  5268  	sizeCache     protoimpl.SizeCache
  5269  	unknownFields protoimpl.UnknownFields
  5270  
  5271  	// Required. Spec for pointwise metric.
  5272  	MetricSpec *PointwiseMetricSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  5273  	// Required. Pointwise metric instance.
  5274  	Instance *PointwiseMetricInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  5275  }
  5276  
  5277  func (x *PointwiseMetricInput) Reset() {
  5278  	*x = PointwiseMetricInput{}
  5279  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[73]
  5280  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5281  	ms.StoreMessageInfo(mi)
  5282  }
  5283  
  5284  func (x *PointwiseMetricInput) String() string {
  5285  	return protoimpl.X.MessageStringOf(x)
  5286  }
  5287  
  5288  func (*PointwiseMetricInput) ProtoMessage() {}
  5289  
  5290  func (x *PointwiseMetricInput) ProtoReflect() protoreflect.Message {
  5291  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[73]
  5292  	if x != nil {
  5293  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5294  		if ms.LoadMessageInfo() == nil {
  5295  			ms.StoreMessageInfo(mi)
  5296  		}
  5297  		return ms
  5298  	}
  5299  	return mi.MessageOf(x)
  5300  }
  5301  
  5302  // Deprecated: Use PointwiseMetricInput.ProtoReflect.Descriptor instead.
  5303  func (*PointwiseMetricInput) Descriptor() ([]byte, []int) {
  5304  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{73}
  5305  }
  5306  
  5307  func (x *PointwiseMetricInput) GetMetricSpec() *PointwiseMetricSpec {
  5308  	if x != nil {
  5309  		return x.MetricSpec
  5310  	}
  5311  	return nil
  5312  }
  5313  
  5314  func (x *PointwiseMetricInput) GetInstance() *PointwiseMetricInstance {
  5315  	if x != nil {
  5316  		return x.Instance
  5317  	}
  5318  	return nil
  5319  }
  5320  
  5321  // Pointwise metric instance. Usually one instance corresponds to one row in an
  5322  // evaluation dataset.
  5323  type PointwiseMetricInstance struct {
  5324  	state         protoimpl.MessageState
  5325  	sizeCache     protoimpl.SizeCache
  5326  	unknownFields protoimpl.UnknownFields
  5327  
  5328  	// Instance for pointwise metric.
  5329  	//
  5330  	// Types that are assignable to Instance:
  5331  	//
  5332  	//	*PointwiseMetricInstance_JsonInstance
  5333  	Instance isPointwiseMetricInstance_Instance `protobuf_oneof:"instance"`
  5334  }
  5335  
  5336  func (x *PointwiseMetricInstance) Reset() {
  5337  	*x = PointwiseMetricInstance{}
  5338  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[74]
  5339  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5340  	ms.StoreMessageInfo(mi)
  5341  }
  5342  
  5343  func (x *PointwiseMetricInstance) String() string {
  5344  	return protoimpl.X.MessageStringOf(x)
  5345  }
  5346  
  5347  func (*PointwiseMetricInstance) ProtoMessage() {}
  5348  
  5349  func (x *PointwiseMetricInstance) ProtoReflect() protoreflect.Message {
  5350  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[74]
  5351  	if x != nil {
  5352  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5353  		if ms.LoadMessageInfo() == nil {
  5354  			ms.StoreMessageInfo(mi)
  5355  		}
  5356  		return ms
  5357  	}
  5358  	return mi.MessageOf(x)
  5359  }
  5360  
  5361  // Deprecated: Use PointwiseMetricInstance.ProtoReflect.Descriptor instead.
  5362  func (*PointwiseMetricInstance) Descriptor() ([]byte, []int) {
  5363  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{74}
  5364  }
  5365  
  5366  func (m *PointwiseMetricInstance) GetInstance() isPointwiseMetricInstance_Instance {
  5367  	if m != nil {
  5368  		return m.Instance
  5369  	}
  5370  	return nil
  5371  }
  5372  
  5373  func (x *PointwiseMetricInstance) GetJsonInstance() string {
  5374  	if x, ok := x.GetInstance().(*PointwiseMetricInstance_JsonInstance); ok {
  5375  		return x.JsonInstance
  5376  	}
  5377  	return ""
  5378  }
  5379  
  5380  type isPointwiseMetricInstance_Instance interface {
  5381  	isPointwiseMetricInstance_Instance()
  5382  }
  5383  
  5384  type PointwiseMetricInstance_JsonInstance struct {
  5385  	// Instance specified as a json string. String key-value pairs are expected
  5386  	// in the json_instance to render
  5387  	// PointwiseMetricSpec.instance_prompt_template.
  5388  	JsonInstance string `protobuf:"bytes,1,opt,name=json_instance,json=jsonInstance,proto3,oneof"`
  5389  }
  5390  
  5391  func (*PointwiseMetricInstance_JsonInstance) isPointwiseMetricInstance_Instance() {}
  5392  
  5393  // Spec for pointwise metric.
  5394  type PointwiseMetricSpec struct {
  5395  	state         protoimpl.MessageState
  5396  	sizeCache     protoimpl.SizeCache
  5397  	unknownFields protoimpl.UnknownFields
  5398  
  5399  	// Required. Metric prompt template for pointwise metric.
  5400  	MetricPromptTemplate *string `protobuf:"bytes,1,opt,name=metric_prompt_template,json=metricPromptTemplate,proto3,oneof" json:"metric_prompt_template,omitempty"`
  5401  }
  5402  
  5403  func (x *PointwiseMetricSpec) Reset() {
  5404  	*x = PointwiseMetricSpec{}
  5405  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[75]
  5406  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5407  	ms.StoreMessageInfo(mi)
  5408  }
  5409  
  5410  func (x *PointwiseMetricSpec) String() string {
  5411  	return protoimpl.X.MessageStringOf(x)
  5412  }
  5413  
  5414  func (*PointwiseMetricSpec) ProtoMessage() {}
  5415  
  5416  func (x *PointwiseMetricSpec) ProtoReflect() protoreflect.Message {
  5417  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[75]
  5418  	if x != nil {
  5419  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5420  		if ms.LoadMessageInfo() == nil {
  5421  			ms.StoreMessageInfo(mi)
  5422  		}
  5423  		return ms
  5424  	}
  5425  	return mi.MessageOf(x)
  5426  }
  5427  
  5428  // Deprecated: Use PointwiseMetricSpec.ProtoReflect.Descriptor instead.
  5429  func (*PointwiseMetricSpec) Descriptor() ([]byte, []int) {
  5430  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{75}
  5431  }
  5432  
  5433  func (x *PointwiseMetricSpec) GetMetricPromptTemplate() string {
  5434  	if x != nil && x.MetricPromptTemplate != nil {
  5435  		return *x.MetricPromptTemplate
  5436  	}
  5437  	return ""
  5438  }
  5439  
  5440  // Spec for pointwise metric result.
  5441  type PointwiseMetricResult struct {
  5442  	state         protoimpl.MessageState
  5443  	sizeCache     protoimpl.SizeCache
  5444  	unknownFields protoimpl.UnknownFields
  5445  
  5446  	// Output only. Pointwise metric score.
  5447  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  5448  	// Output only. Explanation for pointwise metric score.
  5449  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  5450  }
  5451  
  5452  func (x *PointwiseMetricResult) Reset() {
  5453  	*x = PointwiseMetricResult{}
  5454  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[76]
  5455  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5456  	ms.StoreMessageInfo(mi)
  5457  }
  5458  
  5459  func (x *PointwiseMetricResult) String() string {
  5460  	return protoimpl.X.MessageStringOf(x)
  5461  }
  5462  
  5463  func (*PointwiseMetricResult) ProtoMessage() {}
  5464  
  5465  func (x *PointwiseMetricResult) ProtoReflect() protoreflect.Message {
  5466  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[76]
  5467  	if x != nil {
  5468  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5469  		if ms.LoadMessageInfo() == nil {
  5470  			ms.StoreMessageInfo(mi)
  5471  		}
  5472  		return ms
  5473  	}
  5474  	return mi.MessageOf(x)
  5475  }
  5476  
  5477  // Deprecated: Use PointwiseMetricResult.ProtoReflect.Descriptor instead.
  5478  func (*PointwiseMetricResult) Descriptor() ([]byte, []int) {
  5479  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{76}
  5480  }
  5481  
  5482  func (x *PointwiseMetricResult) GetScore() float32 {
  5483  	if x != nil && x.Score != nil {
  5484  		return *x.Score
  5485  	}
  5486  	return 0
  5487  }
  5488  
  5489  func (x *PointwiseMetricResult) GetExplanation() string {
  5490  	if x != nil {
  5491  		return x.Explanation
  5492  	}
  5493  	return ""
  5494  }
  5495  
  5496  // Input for pairwise metric.
  5497  type PairwiseMetricInput struct {
  5498  	state         protoimpl.MessageState
  5499  	sizeCache     protoimpl.SizeCache
  5500  	unknownFields protoimpl.UnknownFields
  5501  
  5502  	// Required. Spec for pairwise metric.
  5503  	MetricSpec *PairwiseMetricSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  5504  	// Required. Pairwise metric instance.
  5505  	Instance *PairwiseMetricInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  5506  }
  5507  
  5508  func (x *PairwiseMetricInput) Reset() {
  5509  	*x = PairwiseMetricInput{}
  5510  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[77]
  5511  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5512  	ms.StoreMessageInfo(mi)
  5513  }
  5514  
  5515  func (x *PairwiseMetricInput) String() string {
  5516  	return protoimpl.X.MessageStringOf(x)
  5517  }
  5518  
  5519  func (*PairwiseMetricInput) ProtoMessage() {}
  5520  
  5521  func (x *PairwiseMetricInput) ProtoReflect() protoreflect.Message {
  5522  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[77]
  5523  	if x != nil {
  5524  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5525  		if ms.LoadMessageInfo() == nil {
  5526  			ms.StoreMessageInfo(mi)
  5527  		}
  5528  		return ms
  5529  	}
  5530  	return mi.MessageOf(x)
  5531  }
  5532  
  5533  // Deprecated: Use PairwiseMetricInput.ProtoReflect.Descriptor instead.
  5534  func (*PairwiseMetricInput) Descriptor() ([]byte, []int) {
  5535  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{77}
  5536  }
  5537  
  5538  func (x *PairwiseMetricInput) GetMetricSpec() *PairwiseMetricSpec {
  5539  	if x != nil {
  5540  		return x.MetricSpec
  5541  	}
  5542  	return nil
  5543  }
  5544  
  5545  func (x *PairwiseMetricInput) GetInstance() *PairwiseMetricInstance {
  5546  	if x != nil {
  5547  		return x.Instance
  5548  	}
  5549  	return nil
  5550  }
  5551  
  5552  // Pairwise metric instance. Usually one instance corresponds to one row in an
  5553  // evaluation dataset.
  5554  type PairwiseMetricInstance struct {
  5555  	state         protoimpl.MessageState
  5556  	sizeCache     protoimpl.SizeCache
  5557  	unknownFields protoimpl.UnknownFields
  5558  
  5559  	// Instance for pairwise metric.
  5560  	//
  5561  	// Types that are assignable to Instance:
  5562  	//
  5563  	//	*PairwiseMetricInstance_JsonInstance
  5564  	Instance isPairwiseMetricInstance_Instance `protobuf_oneof:"instance"`
  5565  }
  5566  
  5567  func (x *PairwiseMetricInstance) Reset() {
  5568  	*x = PairwiseMetricInstance{}
  5569  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[78]
  5570  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5571  	ms.StoreMessageInfo(mi)
  5572  }
  5573  
  5574  func (x *PairwiseMetricInstance) String() string {
  5575  	return protoimpl.X.MessageStringOf(x)
  5576  }
  5577  
  5578  func (*PairwiseMetricInstance) ProtoMessage() {}
  5579  
  5580  func (x *PairwiseMetricInstance) ProtoReflect() protoreflect.Message {
  5581  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[78]
  5582  	if x != nil {
  5583  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5584  		if ms.LoadMessageInfo() == nil {
  5585  			ms.StoreMessageInfo(mi)
  5586  		}
  5587  		return ms
  5588  	}
  5589  	return mi.MessageOf(x)
  5590  }
  5591  
  5592  // Deprecated: Use PairwiseMetricInstance.ProtoReflect.Descriptor instead.
  5593  func (*PairwiseMetricInstance) Descriptor() ([]byte, []int) {
  5594  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{78}
  5595  }
  5596  
  5597  func (m *PairwiseMetricInstance) GetInstance() isPairwiseMetricInstance_Instance {
  5598  	if m != nil {
  5599  		return m.Instance
  5600  	}
  5601  	return nil
  5602  }
  5603  
  5604  func (x *PairwiseMetricInstance) GetJsonInstance() string {
  5605  	if x, ok := x.GetInstance().(*PairwiseMetricInstance_JsonInstance); ok {
  5606  		return x.JsonInstance
  5607  	}
  5608  	return ""
  5609  }
  5610  
  5611  type isPairwiseMetricInstance_Instance interface {
  5612  	isPairwiseMetricInstance_Instance()
  5613  }
  5614  
  5615  type PairwiseMetricInstance_JsonInstance struct {
  5616  	// Instance specified as a json string. String key-value pairs are expected
  5617  	// in the json_instance to render
  5618  	// PairwiseMetricSpec.instance_prompt_template.
  5619  	JsonInstance string `protobuf:"bytes,1,opt,name=json_instance,json=jsonInstance,proto3,oneof"`
  5620  }
  5621  
  5622  func (*PairwiseMetricInstance_JsonInstance) isPairwiseMetricInstance_Instance() {}
  5623  
  5624  // Spec for pairwise metric.
  5625  type PairwiseMetricSpec struct {
  5626  	state         protoimpl.MessageState
  5627  	sizeCache     protoimpl.SizeCache
  5628  	unknownFields protoimpl.UnknownFields
  5629  
  5630  	// Required. Metric prompt template for pairwise metric.
  5631  	MetricPromptTemplate *string `protobuf:"bytes,1,opt,name=metric_prompt_template,json=metricPromptTemplate,proto3,oneof" json:"metric_prompt_template,omitempty"`
  5632  }
  5633  
  5634  func (x *PairwiseMetricSpec) Reset() {
  5635  	*x = PairwiseMetricSpec{}
  5636  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[79]
  5637  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5638  	ms.StoreMessageInfo(mi)
  5639  }
  5640  
  5641  func (x *PairwiseMetricSpec) String() string {
  5642  	return protoimpl.X.MessageStringOf(x)
  5643  }
  5644  
  5645  func (*PairwiseMetricSpec) ProtoMessage() {}
  5646  
  5647  func (x *PairwiseMetricSpec) ProtoReflect() protoreflect.Message {
  5648  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[79]
  5649  	if x != nil {
  5650  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5651  		if ms.LoadMessageInfo() == nil {
  5652  			ms.StoreMessageInfo(mi)
  5653  		}
  5654  		return ms
  5655  	}
  5656  	return mi.MessageOf(x)
  5657  }
  5658  
  5659  // Deprecated: Use PairwiseMetricSpec.ProtoReflect.Descriptor instead.
  5660  func (*PairwiseMetricSpec) Descriptor() ([]byte, []int) {
  5661  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{79}
  5662  }
  5663  
  5664  func (x *PairwiseMetricSpec) GetMetricPromptTemplate() string {
  5665  	if x != nil && x.MetricPromptTemplate != nil {
  5666  		return *x.MetricPromptTemplate
  5667  	}
  5668  	return ""
  5669  }
  5670  
  5671  // Spec for pairwise metric result.
  5672  type PairwiseMetricResult struct {
  5673  	state         protoimpl.MessageState
  5674  	sizeCache     protoimpl.SizeCache
  5675  	unknownFields protoimpl.UnknownFields
  5676  
  5677  	// Output only. Pairwise metric choice.
  5678  	PairwiseChoice PairwiseChoice `protobuf:"varint,1,opt,name=pairwise_choice,json=pairwiseChoice,proto3,enum=google.cloud.aiplatform.v1.PairwiseChoice" json:"pairwise_choice,omitempty"`
  5679  	// Output only. Explanation for pairwise metric score.
  5680  	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
  5681  }
  5682  
  5683  func (x *PairwiseMetricResult) Reset() {
  5684  	*x = PairwiseMetricResult{}
  5685  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[80]
  5686  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5687  	ms.StoreMessageInfo(mi)
  5688  }
  5689  
  5690  func (x *PairwiseMetricResult) String() string {
  5691  	return protoimpl.X.MessageStringOf(x)
  5692  }
  5693  
  5694  func (*PairwiseMetricResult) ProtoMessage() {}
  5695  
  5696  func (x *PairwiseMetricResult) ProtoReflect() protoreflect.Message {
  5697  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[80]
  5698  	if x != nil {
  5699  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5700  		if ms.LoadMessageInfo() == nil {
  5701  			ms.StoreMessageInfo(mi)
  5702  		}
  5703  		return ms
  5704  	}
  5705  	return mi.MessageOf(x)
  5706  }
  5707  
  5708  // Deprecated: Use PairwiseMetricResult.ProtoReflect.Descriptor instead.
  5709  func (*PairwiseMetricResult) Descriptor() ([]byte, []int) {
  5710  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{80}
  5711  }
  5712  
  5713  func (x *PairwiseMetricResult) GetPairwiseChoice() PairwiseChoice {
  5714  	if x != nil {
  5715  		return x.PairwiseChoice
  5716  	}
  5717  	return PairwiseChoice_PAIRWISE_CHOICE_UNSPECIFIED
  5718  }
  5719  
  5720  func (x *PairwiseMetricResult) GetExplanation() string {
  5721  	if x != nil {
  5722  		return x.Explanation
  5723  	}
  5724  	return ""
  5725  }
  5726  
  5727  // Input for tool call valid metric.
  5728  type ToolCallValidInput struct {
  5729  	state         protoimpl.MessageState
  5730  	sizeCache     protoimpl.SizeCache
  5731  	unknownFields protoimpl.UnknownFields
  5732  
  5733  	// Required. Spec for tool call valid metric.
  5734  	MetricSpec *ToolCallValidSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  5735  	// Required. Repeated tool call valid instances.
  5736  	Instances []*ToolCallValidInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  5737  }
  5738  
  5739  func (x *ToolCallValidInput) Reset() {
  5740  	*x = ToolCallValidInput{}
  5741  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[81]
  5742  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5743  	ms.StoreMessageInfo(mi)
  5744  }
  5745  
  5746  func (x *ToolCallValidInput) String() string {
  5747  	return protoimpl.X.MessageStringOf(x)
  5748  }
  5749  
  5750  func (*ToolCallValidInput) ProtoMessage() {}
  5751  
  5752  func (x *ToolCallValidInput) ProtoReflect() protoreflect.Message {
  5753  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[81]
  5754  	if x != nil {
  5755  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5756  		if ms.LoadMessageInfo() == nil {
  5757  			ms.StoreMessageInfo(mi)
  5758  		}
  5759  		return ms
  5760  	}
  5761  	return mi.MessageOf(x)
  5762  }
  5763  
  5764  // Deprecated: Use ToolCallValidInput.ProtoReflect.Descriptor instead.
  5765  func (*ToolCallValidInput) Descriptor() ([]byte, []int) {
  5766  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{81}
  5767  }
  5768  
  5769  func (x *ToolCallValidInput) GetMetricSpec() *ToolCallValidSpec {
  5770  	if x != nil {
  5771  		return x.MetricSpec
  5772  	}
  5773  	return nil
  5774  }
  5775  
  5776  func (x *ToolCallValidInput) GetInstances() []*ToolCallValidInstance {
  5777  	if x != nil {
  5778  		return x.Instances
  5779  	}
  5780  	return nil
  5781  }
  5782  
  5783  // Spec for tool call valid metric.
  5784  type ToolCallValidSpec struct {
  5785  	state         protoimpl.MessageState
  5786  	sizeCache     protoimpl.SizeCache
  5787  	unknownFields protoimpl.UnknownFields
  5788  }
  5789  
  5790  func (x *ToolCallValidSpec) Reset() {
  5791  	*x = ToolCallValidSpec{}
  5792  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[82]
  5793  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5794  	ms.StoreMessageInfo(mi)
  5795  }
  5796  
  5797  func (x *ToolCallValidSpec) String() string {
  5798  	return protoimpl.X.MessageStringOf(x)
  5799  }
  5800  
  5801  func (*ToolCallValidSpec) ProtoMessage() {}
  5802  
  5803  func (x *ToolCallValidSpec) ProtoReflect() protoreflect.Message {
  5804  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[82]
  5805  	if x != nil {
  5806  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5807  		if ms.LoadMessageInfo() == nil {
  5808  			ms.StoreMessageInfo(mi)
  5809  		}
  5810  		return ms
  5811  	}
  5812  	return mi.MessageOf(x)
  5813  }
  5814  
  5815  // Deprecated: Use ToolCallValidSpec.ProtoReflect.Descriptor instead.
  5816  func (*ToolCallValidSpec) Descriptor() ([]byte, []int) {
  5817  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{82}
  5818  }
  5819  
  5820  // Spec for tool call valid instance.
  5821  type ToolCallValidInstance struct {
  5822  	state         protoimpl.MessageState
  5823  	sizeCache     protoimpl.SizeCache
  5824  	unknownFields protoimpl.UnknownFields
  5825  
  5826  	// Required. Output of the evaluated model.
  5827  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  5828  	// Required. Ground truth used to compare against the prediction.
  5829  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  5830  }
  5831  
  5832  func (x *ToolCallValidInstance) Reset() {
  5833  	*x = ToolCallValidInstance{}
  5834  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[83]
  5835  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5836  	ms.StoreMessageInfo(mi)
  5837  }
  5838  
  5839  func (x *ToolCallValidInstance) String() string {
  5840  	return protoimpl.X.MessageStringOf(x)
  5841  }
  5842  
  5843  func (*ToolCallValidInstance) ProtoMessage() {}
  5844  
  5845  func (x *ToolCallValidInstance) ProtoReflect() protoreflect.Message {
  5846  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[83]
  5847  	if x != nil {
  5848  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5849  		if ms.LoadMessageInfo() == nil {
  5850  			ms.StoreMessageInfo(mi)
  5851  		}
  5852  		return ms
  5853  	}
  5854  	return mi.MessageOf(x)
  5855  }
  5856  
  5857  // Deprecated: Use ToolCallValidInstance.ProtoReflect.Descriptor instead.
  5858  func (*ToolCallValidInstance) Descriptor() ([]byte, []int) {
  5859  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{83}
  5860  }
  5861  
  5862  func (x *ToolCallValidInstance) GetPrediction() string {
  5863  	if x != nil && x.Prediction != nil {
  5864  		return *x.Prediction
  5865  	}
  5866  	return ""
  5867  }
  5868  
  5869  func (x *ToolCallValidInstance) GetReference() string {
  5870  	if x != nil && x.Reference != nil {
  5871  		return *x.Reference
  5872  	}
  5873  	return ""
  5874  }
  5875  
  5876  // Results for tool call valid metric.
  5877  type ToolCallValidResults struct {
  5878  	state         protoimpl.MessageState
  5879  	sizeCache     protoimpl.SizeCache
  5880  	unknownFields protoimpl.UnknownFields
  5881  
  5882  	// Output only. Tool call valid metric values.
  5883  	ToolCallValidMetricValues []*ToolCallValidMetricValue `protobuf:"bytes,1,rep,name=tool_call_valid_metric_values,json=toolCallValidMetricValues,proto3" json:"tool_call_valid_metric_values,omitempty"`
  5884  }
  5885  
  5886  func (x *ToolCallValidResults) Reset() {
  5887  	*x = ToolCallValidResults{}
  5888  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[84]
  5889  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5890  	ms.StoreMessageInfo(mi)
  5891  }
  5892  
  5893  func (x *ToolCallValidResults) String() string {
  5894  	return protoimpl.X.MessageStringOf(x)
  5895  }
  5896  
  5897  func (*ToolCallValidResults) ProtoMessage() {}
  5898  
  5899  func (x *ToolCallValidResults) ProtoReflect() protoreflect.Message {
  5900  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[84]
  5901  	if x != nil {
  5902  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5903  		if ms.LoadMessageInfo() == nil {
  5904  			ms.StoreMessageInfo(mi)
  5905  		}
  5906  		return ms
  5907  	}
  5908  	return mi.MessageOf(x)
  5909  }
  5910  
  5911  // Deprecated: Use ToolCallValidResults.ProtoReflect.Descriptor instead.
  5912  func (*ToolCallValidResults) Descriptor() ([]byte, []int) {
  5913  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{84}
  5914  }
  5915  
  5916  func (x *ToolCallValidResults) GetToolCallValidMetricValues() []*ToolCallValidMetricValue {
  5917  	if x != nil {
  5918  		return x.ToolCallValidMetricValues
  5919  	}
  5920  	return nil
  5921  }
  5922  
  5923  // Tool call valid metric value for an instance.
  5924  type ToolCallValidMetricValue struct {
  5925  	state         protoimpl.MessageState
  5926  	sizeCache     protoimpl.SizeCache
  5927  	unknownFields protoimpl.UnknownFields
  5928  
  5929  	// Output only. Tool call valid score.
  5930  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  5931  }
  5932  
  5933  func (x *ToolCallValidMetricValue) Reset() {
  5934  	*x = ToolCallValidMetricValue{}
  5935  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[85]
  5936  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5937  	ms.StoreMessageInfo(mi)
  5938  }
  5939  
  5940  func (x *ToolCallValidMetricValue) String() string {
  5941  	return protoimpl.X.MessageStringOf(x)
  5942  }
  5943  
  5944  func (*ToolCallValidMetricValue) ProtoMessage() {}
  5945  
  5946  func (x *ToolCallValidMetricValue) ProtoReflect() protoreflect.Message {
  5947  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[85]
  5948  	if x != nil {
  5949  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5950  		if ms.LoadMessageInfo() == nil {
  5951  			ms.StoreMessageInfo(mi)
  5952  		}
  5953  		return ms
  5954  	}
  5955  	return mi.MessageOf(x)
  5956  }
  5957  
  5958  // Deprecated: Use ToolCallValidMetricValue.ProtoReflect.Descriptor instead.
  5959  func (*ToolCallValidMetricValue) Descriptor() ([]byte, []int) {
  5960  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{85}
  5961  }
  5962  
  5963  func (x *ToolCallValidMetricValue) GetScore() float32 {
  5964  	if x != nil && x.Score != nil {
  5965  		return *x.Score
  5966  	}
  5967  	return 0
  5968  }
  5969  
  5970  // Input for tool name match metric.
  5971  type ToolNameMatchInput struct {
  5972  	state         protoimpl.MessageState
  5973  	sizeCache     protoimpl.SizeCache
  5974  	unknownFields protoimpl.UnknownFields
  5975  
  5976  	// Required. Spec for tool name match metric.
  5977  	MetricSpec *ToolNameMatchSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  5978  	// Required. Repeated tool name match instances.
  5979  	Instances []*ToolNameMatchInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  5980  }
  5981  
  5982  func (x *ToolNameMatchInput) Reset() {
  5983  	*x = ToolNameMatchInput{}
  5984  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[86]
  5985  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5986  	ms.StoreMessageInfo(mi)
  5987  }
  5988  
  5989  func (x *ToolNameMatchInput) String() string {
  5990  	return protoimpl.X.MessageStringOf(x)
  5991  }
  5992  
  5993  func (*ToolNameMatchInput) ProtoMessage() {}
  5994  
  5995  func (x *ToolNameMatchInput) ProtoReflect() protoreflect.Message {
  5996  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[86]
  5997  	if x != nil {
  5998  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  5999  		if ms.LoadMessageInfo() == nil {
  6000  			ms.StoreMessageInfo(mi)
  6001  		}
  6002  		return ms
  6003  	}
  6004  	return mi.MessageOf(x)
  6005  }
  6006  
  6007  // Deprecated: Use ToolNameMatchInput.ProtoReflect.Descriptor instead.
  6008  func (*ToolNameMatchInput) Descriptor() ([]byte, []int) {
  6009  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{86}
  6010  }
  6011  
  6012  func (x *ToolNameMatchInput) GetMetricSpec() *ToolNameMatchSpec {
  6013  	if x != nil {
  6014  		return x.MetricSpec
  6015  	}
  6016  	return nil
  6017  }
  6018  
  6019  func (x *ToolNameMatchInput) GetInstances() []*ToolNameMatchInstance {
  6020  	if x != nil {
  6021  		return x.Instances
  6022  	}
  6023  	return nil
  6024  }
  6025  
  6026  // Spec for tool name match metric.
  6027  type ToolNameMatchSpec struct {
  6028  	state         protoimpl.MessageState
  6029  	sizeCache     protoimpl.SizeCache
  6030  	unknownFields protoimpl.UnknownFields
  6031  }
  6032  
  6033  func (x *ToolNameMatchSpec) Reset() {
  6034  	*x = ToolNameMatchSpec{}
  6035  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[87]
  6036  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6037  	ms.StoreMessageInfo(mi)
  6038  }
  6039  
  6040  func (x *ToolNameMatchSpec) String() string {
  6041  	return protoimpl.X.MessageStringOf(x)
  6042  }
  6043  
  6044  func (*ToolNameMatchSpec) ProtoMessage() {}
  6045  
  6046  func (x *ToolNameMatchSpec) ProtoReflect() protoreflect.Message {
  6047  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[87]
  6048  	if x != nil {
  6049  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6050  		if ms.LoadMessageInfo() == nil {
  6051  			ms.StoreMessageInfo(mi)
  6052  		}
  6053  		return ms
  6054  	}
  6055  	return mi.MessageOf(x)
  6056  }
  6057  
  6058  // Deprecated: Use ToolNameMatchSpec.ProtoReflect.Descriptor instead.
  6059  func (*ToolNameMatchSpec) Descriptor() ([]byte, []int) {
  6060  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{87}
  6061  }
  6062  
  6063  // Spec for tool name match instance.
  6064  type ToolNameMatchInstance struct {
  6065  	state         protoimpl.MessageState
  6066  	sizeCache     protoimpl.SizeCache
  6067  	unknownFields protoimpl.UnknownFields
  6068  
  6069  	// Required. Output of the evaluated model.
  6070  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  6071  	// Required. Ground truth used to compare against the prediction.
  6072  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  6073  }
  6074  
  6075  func (x *ToolNameMatchInstance) Reset() {
  6076  	*x = ToolNameMatchInstance{}
  6077  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[88]
  6078  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6079  	ms.StoreMessageInfo(mi)
  6080  }
  6081  
  6082  func (x *ToolNameMatchInstance) String() string {
  6083  	return protoimpl.X.MessageStringOf(x)
  6084  }
  6085  
  6086  func (*ToolNameMatchInstance) ProtoMessage() {}
  6087  
  6088  func (x *ToolNameMatchInstance) ProtoReflect() protoreflect.Message {
  6089  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[88]
  6090  	if x != nil {
  6091  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6092  		if ms.LoadMessageInfo() == nil {
  6093  			ms.StoreMessageInfo(mi)
  6094  		}
  6095  		return ms
  6096  	}
  6097  	return mi.MessageOf(x)
  6098  }
  6099  
  6100  // Deprecated: Use ToolNameMatchInstance.ProtoReflect.Descriptor instead.
  6101  func (*ToolNameMatchInstance) Descriptor() ([]byte, []int) {
  6102  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{88}
  6103  }
  6104  
  6105  func (x *ToolNameMatchInstance) GetPrediction() string {
  6106  	if x != nil && x.Prediction != nil {
  6107  		return *x.Prediction
  6108  	}
  6109  	return ""
  6110  }
  6111  
  6112  func (x *ToolNameMatchInstance) GetReference() string {
  6113  	if x != nil && x.Reference != nil {
  6114  		return *x.Reference
  6115  	}
  6116  	return ""
  6117  }
  6118  
  6119  // Results for tool name match metric.
  6120  type ToolNameMatchResults struct {
  6121  	state         protoimpl.MessageState
  6122  	sizeCache     protoimpl.SizeCache
  6123  	unknownFields protoimpl.UnknownFields
  6124  
  6125  	// Output only. Tool name match metric values.
  6126  	ToolNameMatchMetricValues []*ToolNameMatchMetricValue `protobuf:"bytes,1,rep,name=tool_name_match_metric_values,json=toolNameMatchMetricValues,proto3" json:"tool_name_match_metric_values,omitempty"`
  6127  }
  6128  
  6129  func (x *ToolNameMatchResults) Reset() {
  6130  	*x = ToolNameMatchResults{}
  6131  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[89]
  6132  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6133  	ms.StoreMessageInfo(mi)
  6134  }
  6135  
  6136  func (x *ToolNameMatchResults) String() string {
  6137  	return protoimpl.X.MessageStringOf(x)
  6138  }
  6139  
  6140  func (*ToolNameMatchResults) ProtoMessage() {}
  6141  
  6142  func (x *ToolNameMatchResults) ProtoReflect() protoreflect.Message {
  6143  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[89]
  6144  	if x != nil {
  6145  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6146  		if ms.LoadMessageInfo() == nil {
  6147  			ms.StoreMessageInfo(mi)
  6148  		}
  6149  		return ms
  6150  	}
  6151  	return mi.MessageOf(x)
  6152  }
  6153  
  6154  // Deprecated: Use ToolNameMatchResults.ProtoReflect.Descriptor instead.
  6155  func (*ToolNameMatchResults) Descriptor() ([]byte, []int) {
  6156  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{89}
  6157  }
  6158  
  6159  func (x *ToolNameMatchResults) GetToolNameMatchMetricValues() []*ToolNameMatchMetricValue {
  6160  	if x != nil {
  6161  		return x.ToolNameMatchMetricValues
  6162  	}
  6163  	return nil
  6164  }
  6165  
  6166  // Tool name match metric value for an instance.
  6167  type ToolNameMatchMetricValue struct {
  6168  	state         protoimpl.MessageState
  6169  	sizeCache     protoimpl.SizeCache
  6170  	unknownFields protoimpl.UnknownFields
  6171  
  6172  	// Output only. Tool name match score.
  6173  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  6174  }
  6175  
  6176  func (x *ToolNameMatchMetricValue) Reset() {
  6177  	*x = ToolNameMatchMetricValue{}
  6178  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[90]
  6179  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6180  	ms.StoreMessageInfo(mi)
  6181  }
  6182  
  6183  func (x *ToolNameMatchMetricValue) String() string {
  6184  	return protoimpl.X.MessageStringOf(x)
  6185  }
  6186  
  6187  func (*ToolNameMatchMetricValue) ProtoMessage() {}
  6188  
  6189  func (x *ToolNameMatchMetricValue) ProtoReflect() protoreflect.Message {
  6190  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[90]
  6191  	if x != nil {
  6192  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6193  		if ms.LoadMessageInfo() == nil {
  6194  			ms.StoreMessageInfo(mi)
  6195  		}
  6196  		return ms
  6197  	}
  6198  	return mi.MessageOf(x)
  6199  }
  6200  
  6201  // Deprecated: Use ToolNameMatchMetricValue.ProtoReflect.Descriptor instead.
  6202  func (*ToolNameMatchMetricValue) Descriptor() ([]byte, []int) {
  6203  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{90}
  6204  }
  6205  
  6206  func (x *ToolNameMatchMetricValue) GetScore() float32 {
  6207  	if x != nil && x.Score != nil {
  6208  		return *x.Score
  6209  	}
  6210  	return 0
  6211  }
  6212  
  6213  // Input for tool parameter key match metric.
  6214  type ToolParameterKeyMatchInput struct {
  6215  	state         protoimpl.MessageState
  6216  	sizeCache     protoimpl.SizeCache
  6217  	unknownFields protoimpl.UnknownFields
  6218  
  6219  	// Required. Spec for tool parameter key match metric.
  6220  	MetricSpec *ToolParameterKeyMatchSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  6221  	// Required. Repeated tool parameter key match instances.
  6222  	Instances []*ToolParameterKeyMatchInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  6223  }
  6224  
  6225  func (x *ToolParameterKeyMatchInput) Reset() {
  6226  	*x = ToolParameterKeyMatchInput{}
  6227  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[91]
  6228  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6229  	ms.StoreMessageInfo(mi)
  6230  }
  6231  
  6232  func (x *ToolParameterKeyMatchInput) String() string {
  6233  	return protoimpl.X.MessageStringOf(x)
  6234  }
  6235  
  6236  func (*ToolParameterKeyMatchInput) ProtoMessage() {}
  6237  
  6238  func (x *ToolParameterKeyMatchInput) ProtoReflect() protoreflect.Message {
  6239  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[91]
  6240  	if x != nil {
  6241  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6242  		if ms.LoadMessageInfo() == nil {
  6243  			ms.StoreMessageInfo(mi)
  6244  		}
  6245  		return ms
  6246  	}
  6247  	return mi.MessageOf(x)
  6248  }
  6249  
  6250  // Deprecated: Use ToolParameterKeyMatchInput.ProtoReflect.Descriptor instead.
  6251  func (*ToolParameterKeyMatchInput) Descriptor() ([]byte, []int) {
  6252  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{91}
  6253  }
  6254  
  6255  func (x *ToolParameterKeyMatchInput) GetMetricSpec() *ToolParameterKeyMatchSpec {
  6256  	if x != nil {
  6257  		return x.MetricSpec
  6258  	}
  6259  	return nil
  6260  }
  6261  
  6262  func (x *ToolParameterKeyMatchInput) GetInstances() []*ToolParameterKeyMatchInstance {
  6263  	if x != nil {
  6264  		return x.Instances
  6265  	}
  6266  	return nil
  6267  }
  6268  
  6269  // Spec for tool parameter key match metric.
  6270  type ToolParameterKeyMatchSpec struct {
  6271  	state         protoimpl.MessageState
  6272  	sizeCache     protoimpl.SizeCache
  6273  	unknownFields protoimpl.UnknownFields
  6274  }
  6275  
  6276  func (x *ToolParameterKeyMatchSpec) Reset() {
  6277  	*x = ToolParameterKeyMatchSpec{}
  6278  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[92]
  6279  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6280  	ms.StoreMessageInfo(mi)
  6281  }
  6282  
  6283  func (x *ToolParameterKeyMatchSpec) String() string {
  6284  	return protoimpl.X.MessageStringOf(x)
  6285  }
  6286  
  6287  func (*ToolParameterKeyMatchSpec) ProtoMessage() {}
  6288  
  6289  func (x *ToolParameterKeyMatchSpec) ProtoReflect() protoreflect.Message {
  6290  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[92]
  6291  	if x != nil {
  6292  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6293  		if ms.LoadMessageInfo() == nil {
  6294  			ms.StoreMessageInfo(mi)
  6295  		}
  6296  		return ms
  6297  	}
  6298  	return mi.MessageOf(x)
  6299  }
  6300  
  6301  // Deprecated: Use ToolParameterKeyMatchSpec.ProtoReflect.Descriptor instead.
  6302  func (*ToolParameterKeyMatchSpec) Descriptor() ([]byte, []int) {
  6303  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{92}
  6304  }
  6305  
  6306  // Spec for tool parameter key match instance.
  6307  type ToolParameterKeyMatchInstance struct {
  6308  	state         protoimpl.MessageState
  6309  	sizeCache     protoimpl.SizeCache
  6310  	unknownFields protoimpl.UnknownFields
  6311  
  6312  	// Required. Output of the evaluated model.
  6313  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  6314  	// Required. Ground truth used to compare against the prediction.
  6315  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  6316  }
  6317  
  6318  func (x *ToolParameterKeyMatchInstance) Reset() {
  6319  	*x = ToolParameterKeyMatchInstance{}
  6320  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[93]
  6321  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6322  	ms.StoreMessageInfo(mi)
  6323  }
  6324  
  6325  func (x *ToolParameterKeyMatchInstance) String() string {
  6326  	return protoimpl.X.MessageStringOf(x)
  6327  }
  6328  
  6329  func (*ToolParameterKeyMatchInstance) ProtoMessage() {}
  6330  
  6331  func (x *ToolParameterKeyMatchInstance) ProtoReflect() protoreflect.Message {
  6332  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[93]
  6333  	if x != nil {
  6334  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6335  		if ms.LoadMessageInfo() == nil {
  6336  			ms.StoreMessageInfo(mi)
  6337  		}
  6338  		return ms
  6339  	}
  6340  	return mi.MessageOf(x)
  6341  }
  6342  
  6343  // Deprecated: Use ToolParameterKeyMatchInstance.ProtoReflect.Descriptor instead.
  6344  func (*ToolParameterKeyMatchInstance) Descriptor() ([]byte, []int) {
  6345  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{93}
  6346  }
  6347  
  6348  func (x *ToolParameterKeyMatchInstance) GetPrediction() string {
  6349  	if x != nil && x.Prediction != nil {
  6350  		return *x.Prediction
  6351  	}
  6352  	return ""
  6353  }
  6354  
  6355  func (x *ToolParameterKeyMatchInstance) GetReference() string {
  6356  	if x != nil && x.Reference != nil {
  6357  		return *x.Reference
  6358  	}
  6359  	return ""
  6360  }
  6361  
  6362  // Results for tool parameter key match metric.
  6363  type ToolParameterKeyMatchResults struct {
  6364  	state         protoimpl.MessageState
  6365  	sizeCache     protoimpl.SizeCache
  6366  	unknownFields protoimpl.UnknownFields
  6367  
  6368  	// Output only. Tool parameter key match metric values.
  6369  	ToolParameterKeyMatchMetricValues []*ToolParameterKeyMatchMetricValue `protobuf:"bytes,1,rep,name=tool_parameter_key_match_metric_values,json=toolParameterKeyMatchMetricValues,proto3" json:"tool_parameter_key_match_metric_values,omitempty"`
  6370  }
  6371  
  6372  func (x *ToolParameterKeyMatchResults) Reset() {
  6373  	*x = ToolParameterKeyMatchResults{}
  6374  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[94]
  6375  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6376  	ms.StoreMessageInfo(mi)
  6377  }
  6378  
  6379  func (x *ToolParameterKeyMatchResults) String() string {
  6380  	return protoimpl.X.MessageStringOf(x)
  6381  }
  6382  
  6383  func (*ToolParameterKeyMatchResults) ProtoMessage() {}
  6384  
  6385  func (x *ToolParameterKeyMatchResults) ProtoReflect() protoreflect.Message {
  6386  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[94]
  6387  	if x != nil {
  6388  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6389  		if ms.LoadMessageInfo() == nil {
  6390  			ms.StoreMessageInfo(mi)
  6391  		}
  6392  		return ms
  6393  	}
  6394  	return mi.MessageOf(x)
  6395  }
  6396  
  6397  // Deprecated: Use ToolParameterKeyMatchResults.ProtoReflect.Descriptor instead.
  6398  func (*ToolParameterKeyMatchResults) Descriptor() ([]byte, []int) {
  6399  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{94}
  6400  }
  6401  
  6402  func (x *ToolParameterKeyMatchResults) GetToolParameterKeyMatchMetricValues() []*ToolParameterKeyMatchMetricValue {
  6403  	if x != nil {
  6404  		return x.ToolParameterKeyMatchMetricValues
  6405  	}
  6406  	return nil
  6407  }
  6408  
  6409  // Tool parameter key match metric value for an instance.
  6410  type ToolParameterKeyMatchMetricValue struct {
  6411  	state         protoimpl.MessageState
  6412  	sizeCache     protoimpl.SizeCache
  6413  	unknownFields protoimpl.UnknownFields
  6414  
  6415  	// Output only. Tool parameter key match score.
  6416  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  6417  }
  6418  
  6419  func (x *ToolParameterKeyMatchMetricValue) Reset() {
  6420  	*x = ToolParameterKeyMatchMetricValue{}
  6421  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[95]
  6422  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6423  	ms.StoreMessageInfo(mi)
  6424  }
  6425  
  6426  func (x *ToolParameterKeyMatchMetricValue) String() string {
  6427  	return protoimpl.X.MessageStringOf(x)
  6428  }
  6429  
  6430  func (*ToolParameterKeyMatchMetricValue) ProtoMessage() {}
  6431  
  6432  func (x *ToolParameterKeyMatchMetricValue) ProtoReflect() protoreflect.Message {
  6433  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[95]
  6434  	if x != nil {
  6435  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6436  		if ms.LoadMessageInfo() == nil {
  6437  			ms.StoreMessageInfo(mi)
  6438  		}
  6439  		return ms
  6440  	}
  6441  	return mi.MessageOf(x)
  6442  }
  6443  
  6444  // Deprecated: Use ToolParameterKeyMatchMetricValue.ProtoReflect.Descriptor instead.
  6445  func (*ToolParameterKeyMatchMetricValue) Descriptor() ([]byte, []int) {
  6446  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{95}
  6447  }
  6448  
  6449  func (x *ToolParameterKeyMatchMetricValue) GetScore() float32 {
  6450  	if x != nil && x.Score != nil {
  6451  		return *x.Score
  6452  	}
  6453  	return 0
  6454  }
  6455  
  6456  // Input for tool parameter key value match metric.
  6457  type ToolParameterKVMatchInput struct {
  6458  	state         protoimpl.MessageState
  6459  	sizeCache     protoimpl.SizeCache
  6460  	unknownFields protoimpl.UnknownFields
  6461  
  6462  	// Required. Spec for tool parameter key value match metric.
  6463  	MetricSpec *ToolParameterKVMatchSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  6464  	// Required. Repeated tool parameter key value match instances.
  6465  	Instances []*ToolParameterKVMatchInstance `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
  6466  }
  6467  
  6468  func (x *ToolParameterKVMatchInput) Reset() {
  6469  	*x = ToolParameterKVMatchInput{}
  6470  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[96]
  6471  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6472  	ms.StoreMessageInfo(mi)
  6473  }
  6474  
  6475  func (x *ToolParameterKVMatchInput) String() string {
  6476  	return protoimpl.X.MessageStringOf(x)
  6477  }
  6478  
  6479  func (*ToolParameterKVMatchInput) ProtoMessage() {}
  6480  
  6481  func (x *ToolParameterKVMatchInput) ProtoReflect() protoreflect.Message {
  6482  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[96]
  6483  	if x != nil {
  6484  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6485  		if ms.LoadMessageInfo() == nil {
  6486  			ms.StoreMessageInfo(mi)
  6487  		}
  6488  		return ms
  6489  	}
  6490  	return mi.MessageOf(x)
  6491  }
  6492  
  6493  // Deprecated: Use ToolParameterKVMatchInput.ProtoReflect.Descriptor instead.
  6494  func (*ToolParameterKVMatchInput) Descriptor() ([]byte, []int) {
  6495  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{96}
  6496  }
  6497  
  6498  func (x *ToolParameterKVMatchInput) GetMetricSpec() *ToolParameterKVMatchSpec {
  6499  	if x != nil {
  6500  		return x.MetricSpec
  6501  	}
  6502  	return nil
  6503  }
  6504  
  6505  func (x *ToolParameterKVMatchInput) GetInstances() []*ToolParameterKVMatchInstance {
  6506  	if x != nil {
  6507  		return x.Instances
  6508  	}
  6509  	return nil
  6510  }
  6511  
  6512  // Spec for tool parameter key value match metric.
  6513  type ToolParameterKVMatchSpec struct {
  6514  	state         protoimpl.MessageState
  6515  	sizeCache     protoimpl.SizeCache
  6516  	unknownFields protoimpl.UnknownFields
  6517  
  6518  	// Optional. Whether to use STRICT string match on parameter values.
  6519  	UseStrictStringMatch bool `protobuf:"varint,1,opt,name=use_strict_string_match,json=useStrictStringMatch,proto3" json:"use_strict_string_match,omitempty"`
  6520  }
  6521  
  6522  func (x *ToolParameterKVMatchSpec) Reset() {
  6523  	*x = ToolParameterKVMatchSpec{}
  6524  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[97]
  6525  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6526  	ms.StoreMessageInfo(mi)
  6527  }
  6528  
  6529  func (x *ToolParameterKVMatchSpec) String() string {
  6530  	return protoimpl.X.MessageStringOf(x)
  6531  }
  6532  
  6533  func (*ToolParameterKVMatchSpec) ProtoMessage() {}
  6534  
  6535  func (x *ToolParameterKVMatchSpec) ProtoReflect() protoreflect.Message {
  6536  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[97]
  6537  	if x != nil {
  6538  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6539  		if ms.LoadMessageInfo() == nil {
  6540  			ms.StoreMessageInfo(mi)
  6541  		}
  6542  		return ms
  6543  	}
  6544  	return mi.MessageOf(x)
  6545  }
  6546  
  6547  // Deprecated: Use ToolParameterKVMatchSpec.ProtoReflect.Descriptor instead.
  6548  func (*ToolParameterKVMatchSpec) Descriptor() ([]byte, []int) {
  6549  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{97}
  6550  }
  6551  
  6552  func (x *ToolParameterKVMatchSpec) GetUseStrictStringMatch() bool {
  6553  	if x != nil {
  6554  		return x.UseStrictStringMatch
  6555  	}
  6556  	return false
  6557  }
  6558  
  6559  // Spec for tool parameter key value match instance.
  6560  type ToolParameterKVMatchInstance struct {
  6561  	state         protoimpl.MessageState
  6562  	sizeCache     protoimpl.SizeCache
  6563  	unknownFields protoimpl.UnknownFields
  6564  
  6565  	// Required. Output of the evaluated model.
  6566  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  6567  	// Required. Ground truth used to compare against the prediction.
  6568  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  6569  }
  6570  
  6571  func (x *ToolParameterKVMatchInstance) Reset() {
  6572  	*x = ToolParameterKVMatchInstance{}
  6573  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[98]
  6574  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6575  	ms.StoreMessageInfo(mi)
  6576  }
  6577  
  6578  func (x *ToolParameterKVMatchInstance) String() string {
  6579  	return protoimpl.X.MessageStringOf(x)
  6580  }
  6581  
  6582  func (*ToolParameterKVMatchInstance) ProtoMessage() {}
  6583  
  6584  func (x *ToolParameterKVMatchInstance) ProtoReflect() protoreflect.Message {
  6585  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[98]
  6586  	if x != nil {
  6587  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6588  		if ms.LoadMessageInfo() == nil {
  6589  			ms.StoreMessageInfo(mi)
  6590  		}
  6591  		return ms
  6592  	}
  6593  	return mi.MessageOf(x)
  6594  }
  6595  
  6596  // Deprecated: Use ToolParameterKVMatchInstance.ProtoReflect.Descriptor instead.
  6597  func (*ToolParameterKVMatchInstance) Descriptor() ([]byte, []int) {
  6598  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{98}
  6599  }
  6600  
  6601  func (x *ToolParameterKVMatchInstance) GetPrediction() string {
  6602  	if x != nil && x.Prediction != nil {
  6603  		return *x.Prediction
  6604  	}
  6605  	return ""
  6606  }
  6607  
  6608  func (x *ToolParameterKVMatchInstance) GetReference() string {
  6609  	if x != nil && x.Reference != nil {
  6610  		return *x.Reference
  6611  	}
  6612  	return ""
  6613  }
  6614  
  6615  // Results for tool parameter key value match metric.
  6616  type ToolParameterKVMatchResults struct {
  6617  	state         protoimpl.MessageState
  6618  	sizeCache     protoimpl.SizeCache
  6619  	unknownFields protoimpl.UnknownFields
  6620  
  6621  	// Output only. Tool parameter key value match metric values.
  6622  	ToolParameterKvMatchMetricValues []*ToolParameterKVMatchMetricValue `protobuf:"bytes,1,rep,name=tool_parameter_kv_match_metric_values,json=toolParameterKvMatchMetricValues,proto3" json:"tool_parameter_kv_match_metric_values,omitempty"`
  6623  }
  6624  
  6625  func (x *ToolParameterKVMatchResults) Reset() {
  6626  	*x = ToolParameterKVMatchResults{}
  6627  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[99]
  6628  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6629  	ms.StoreMessageInfo(mi)
  6630  }
  6631  
  6632  func (x *ToolParameterKVMatchResults) String() string {
  6633  	return protoimpl.X.MessageStringOf(x)
  6634  }
  6635  
  6636  func (*ToolParameterKVMatchResults) ProtoMessage() {}
  6637  
  6638  func (x *ToolParameterKVMatchResults) ProtoReflect() protoreflect.Message {
  6639  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[99]
  6640  	if x != nil {
  6641  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6642  		if ms.LoadMessageInfo() == nil {
  6643  			ms.StoreMessageInfo(mi)
  6644  		}
  6645  		return ms
  6646  	}
  6647  	return mi.MessageOf(x)
  6648  }
  6649  
  6650  // Deprecated: Use ToolParameterKVMatchResults.ProtoReflect.Descriptor instead.
  6651  func (*ToolParameterKVMatchResults) Descriptor() ([]byte, []int) {
  6652  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{99}
  6653  }
  6654  
  6655  func (x *ToolParameterKVMatchResults) GetToolParameterKvMatchMetricValues() []*ToolParameterKVMatchMetricValue {
  6656  	if x != nil {
  6657  		return x.ToolParameterKvMatchMetricValues
  6658  	}
  6659  	return nil
  6660  }
  6661  
  6662  // Tool parameter key value match metric value for an instance.
  6663  type ToolParameterKVMatchMetricValue struct {
  6664  	state         protoimpl.MessageState
  6665  	sizeCache     protoimpl.SizeCache
  6666  	unknownFields protoimpl.UnknownFields
  6667  
  6668  	// Output only. Tool parameter key value match score.
  6669  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  6670  }
  6671  
  6672  func (x *ToolParameterKVMatchMetricValue) Reset() {
  6673  	*x = ToolParameterKVMatchMetricValue{}
  6674  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[100]
  6675  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6676  	ms.StoreMessageInfo(mi)
  6677  }
  6678  
  6679  func (x *ToolParameterKVMatchMetricValue) String() string {
  6680  	return protoimpl.X.MessageStringOf(x)
  6681  }
  6682  
  6683  func (*ToolParameterKVMatchMetricValue) ProtoMessage() {}
  6684  
  6685  func (x *ToolParameterKVMatchMetricValue) ProtoReflect() protoreflect.Message {
  6686  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[100]
  6687  	if x != nil {
  6688  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6689  		if ms.LoadMessageInfo() == nil {
  6690  			ms.StoreMessageInfo(mi)
  6691  		}
  6692  		return ms
  6693  	}
  6694  	return mi.MessageOf(x)
  6695  }
  6696  
  6697  // Deprecated: Use ToolParameterKVMatchMetricValue.ProtoReflect.Descriptor instead.
  6698  func (*ToolParameterKVMatchMetricValue) Descriptor() ([]byte, []int) {
  6699  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{100}
  6700  }
  6701  
  6702  func (x *ToolParameterKVMatchMetricValue) GetScore() float32 {
  6703  	if x != nil && x.Score != nil {
  6704  		return *x.Score
  6705  	}
  6706  	return 0
  6707  }
  6708  
  6709  // Input for Comet metric.
  6710  type CometInput struct {
  6711  	state         protoimpl.MessageState
  6712  	sizeCache     protoimpl.SizeCache
  6713  	unknownFields protoimpl.UnknownFields
  6714  
  6715  	// Required. Spec for comet metric.
  6716  	MetricSpec *CometSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  6717  	// Required. Comet instance.
  6718  	Instance *CometInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  6719  }
  6720  
  6721  func (x *CometInput) Reset() {
  6722  	*x = CometInput{}
  6723  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[101]
  6724  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6725  	ms.StoreMessageInfo(mi)
  6726  }
  6727  
  6728  func (x *CometInput) String() string {
  6729  	return protoimpl.X.MessageStringOf(x)
  6730  }
  6731  
  6732  func (*CometInput) ProtoMessage() {}
  6733  
  6734  func (x *CometInput) ProtoReflect() protoreflect.Message {
  6735  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[101]
  6736  	if x != nil {
  6737  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6738  		if ms.LoadMessageInfo() == nil {
  6739  			ms.StoreMessageInfo(mi)
  6740  		}
  6741  		return ms
  6742  	}
  6743  	return mi.MessageOf(x)
  6744  }
  6745  
  6746  // Deprecated: Use CometInput.ProtoReflect.Descriptor instead.
  6747  func (*CometInput) Descriptor() ([]byte, []int) {
  6748  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{101}
  6749  }
  6750  
  6751  func (x *CometInput) GetMetricSpec() *CometSpec {
  6752  	if x != nil {
  6753  		return x.MetricSpec
  6754  	}
  6755  	return nil
  6756  }
  6757  
  6758  func (x *CometInput) GetInstance() *CometInstance {
  6759  	if x != nil {
  6760  		return x.Instance
  6761  	}
  6762  	return nil
  6763  }
  6764  
  6765  // Spec for Comet metric.
  6766  type CometSpec struct {
  6767  	state         protoimpl.MessageState
  6768  	sizeCache     protoimpl.SizeCache
  6769  	unknownFields protoimpl.UnknownFields
  6770  
  6771  	// Required. Which version to use for evaluation.
  6772  	Version *CometSpec_CometVersion `protobuf:"varint,1,opt,name=version,proto3,enum=google.cloud.aiplatform.v1.CometSpec_CometVersion,oneof" json:"version,omitempty"`
  6773  	// Optional. Source language in BCP-47 format.
  6774  	SourceLanguage string `protobuf:"bytes,2,opt,name=source_language,json=sourceLanguage,proto3" json:"source_language,omitempty"`
  6775  	// Optional. Target language in BCP-47 format. Covers both prediction and
  6776  	// reference.
  6777  	TargetLanguage string `protobuf:"bytes,3,opt,name=target_language,json=targetLanguage,proto3" json:"target_language,omitempty"`
  6778  }
  6779  
  6780  func (x *CometSpec) Reset() {
  6781  	*x = CometSpec{}
  6782  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[102]
  6783  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6784  	ms.StoreMessageInfo(mi)
  6785  }
  6786  
  6787  func (x *CometSpec) String() string {
  6788  	return protoimpl.X.MessageStringOf(x)
  6789  }
  6790  
  6791  func (*CometSpec) ProtoMessage() {}
  6792  
  6793  func (x *CometSpec) ProtoReflect() protoreflect.Message {
  6794  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[102]
  6795  	if x != nil {
  6796  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6797  		if ms.LoadMessageInfo() == nil {
  6798  			ms.StoreMessageInfo(mi)
  6799  		}
  6800  		return ms
  6801  	}
  6802  	return mi.MessageOf(x)
  6803  }
  6804  
  6805  // Deprecated: Use CometSpec.ProtoReflect.Descriptor instead.
  6806  func (*CometSpec) Descriptor() ([]byte, []int) {
  6807  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{102}
  6808  }
  6809  
  6810  func (x *CometSpec) GetVersion() CometSpec_CometVersion {
  6811  	if x != nil && x.Version != nil {
  6812  		return *x.Version
  6813  	}
  6814  	return CometSpec_COMET_VERSION_UNSPECIFIED
  6815  }
  6816  
  6817  func (x *CometSpec) GetSourceLanguage() string {
  6818  	if x != nil {
  6819  		return x.SourceLanguage
  6820  	}
  6821  	return ""
  6822  }
  6823  
  6824  func (x *CometSpec) GetTargetLanguage() string {
  6825  	if x != nil {
  6826  		return x.TargetLanguage
  6827  	}
  6828  	return ""
  6829  }
  6830  
  6831  // Spec for Comet instance - The fields used for evaluation are dependent on the
  6832  // comet version.
  6833  type CometInstance struct {
  6834  	state         protoimpl.MessageState
  6835  	sizeCache     protoimpl.SizeCache
  6836  	unknownFields protoimpl.UnknownFields
  6837  
  6838  	// Required. Output of the evaluated model.
  6839  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  6840  	// Optional. Ground truth used to compare against the prediction.
  6841  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  6842  	// Optional. Source text in original language.
  6843  	Source *string `protobuf:"bytes,3,opt,name=source,proto3,oneof" json:"source,omitempty"`
  6844  }
  6845  
  6846  func (x *CometInstance) Reset() {
  6847  	*x = CometInstance{}
  6848  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[103]
  6849  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6850  	ms.StoreMessageInfo(mi)
  6851  }
  6852  
  6853  func (x *CometInstance) String() string {
  6854  	return protoimpl.X.MessageStringOf(x)
  6855  }
  6856  
  6857  func (*CometInstance) ProtoMessage() {}
  6858  
  6859  func (x *CometInstance) ProtoReflect() protoreflect.Message {
  6860  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[103]
  6861  	if x != nil {
  6862  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6863  		if ms.LoadMessageInfo() == nil {
  6864  			ms.StoreMessageInfo(mi)
  6865  		}
  6866  		return ms
  6867  	}
  6868  	return mi.MessageOf(x)
  6869  }
  6870  
  6871  // Deprecated: Use CometInstance.ProtoReflect.Descriptor instead.
  6872  func (*CometInstance) Descriptor() ([]byte, []int) {
  6873  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{103}
  6874  }
  6875  
  6876  func (x *CometInstance) GetPrediction() string {
  6877  	if x != nil && x.Prediction != nil {
  6878  		return *x.Prediction
  6879  	}
  6880  	return ""
  6881  }
  6882  
  6883  func (x *CometInstance) GetReference() string {
  6884  	if x != nil && x.Reference != nil {
  6885  		return *x.Reference
  6886  	}
  6887  	return ""
  6888  }
  6889  
  6890  func (x *CometInstance) GetSource() string {
  6891  	if x != nil && x.Source != nil {
  6892  		return *x.Source
  6893  	}
  6894  	return ""
  6895  }
  6896  
  6897  // Spec for Comet result - calculates the comet score for the given instance
  6898  // using the version specified in the spec.
  6899  type CometResult struct {
  6900  	state         protoimpl.MessageState
  6901  	sizeCache     protoimpl.SizeCache
  6902  	unknownFields protoimpl.UnknownFields
  6903  
  6904  	// Output only. Comet score. Range depends on version.
  6905  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  6906  }
  6907  
  6908  func (x *CometResult) Reset() {
  6909  	*x = CometResult{}
  6910  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[104]
  6911  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6912  	ms.StoreMessageInfo(mi)
  6913  }
  6914  
  6915  func (x *CometResult) String() string {
  6916  	return protoimpl.X.MessageStringOf(x)
  6917  }
  6918  
  6919  func (*CometResult) ProtoMessage() {}
  6920  
  6921  func (x *CometResult) ProtoReflect() protoreflect.Message {
  6922  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[104]
  6923  	if x != nil {
  6924  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6925  		if ms.LoadMessageInfo() == nil {
  6926  			ms.StoreMessageInfo(mi)
  6927  		}
  6928  		return ms
  6929  	}
  6930  	return mi.MessageOf(x)
  6931  }
  6932  
  6933  // Deprecated: Use CometResult.ProtoReflect.Descriptor instead.
  6934  func (*CometResult) Descriptor() ([]byte, []int) {
  6935  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{104}
  6936  }
  6937  
  6938  func (x *CometResult) GetScore() float32 {
  6939  	if x != nil && x.Score != nil {
  6940  		return *x.Score
  6941  	}
  6942  	return 0
  6943  }
  6944  
  6945  // Input for MetricX metric.
  6946  type MetricxInput struct {
  6947  	state         protoimpl.MessageState
  6948  	sizeCache     protoimpl.SizeCache
  6949  	unknownFields protoimpl.UnknownFields
  6950  
  6951  	// Required. Spec for Metricx metric.
  6952  	MetricSpec *MetricxSpec `protobuf:"bytes,1,opt,name=metric_spec,json=metricSpec,proto3" json:"metric_spec,omitempty"`
  6953  	// Required. Metricx instance.
  6954  	Instance *MetricxInstance `protobuf:"bytes,2,opt,name=instance,proto3" json:"instance,omitempty"`
  6955  }
  6956  
  6957  func (x *MetricxInput) Reset() {
  6958  	*x = MetricxInput{}
  6959  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[105]
  6960  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6961  	ms.StoreMessageInfo(mi)
  6962  }
  6963  
  6964  func (x *MetricxInput) String() string {
  6965  	return protoimpl.X.MessageStringOf(x)
  6966  }
  6967  
  6968  func (*MetricxInput) ProtoMessage() {}
  6969  
  6970  func (x *MetricxInput) ProtoReflect() protoreflect.Message {
  6971  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[105]
  6972  	if x != nil {
  6973  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  6974  		if ms.LoadMessageInfo() == nil {
  6975  			ms.StoreMessageInfo(mi)
  6976  		}
  6977  		return ms
  6978  	}
  6979  	return mi.MessageOf(x)
  6980  }
  6981  
  6982  // Deprecated: Use MetricxInput.ProtoReflect.Descriptor instead.
  6983  func (*MetricxInput) Descriptor() ([]byte, []int) {
  6984  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{105}
  6985  }
  6986  
  6987  func (x *MetricxInput) GetMetricSpec() *MetricxSpec {
  6988  	if x != nil {
  6989  		return x.MetricSpec
  6990  	}
  6991  	return nil
  6992  }
  6993  
  6994  func (x *MetricxInput) GetInstance() *MetricxInstance {
  6995  	if x != nil {
  6996  		return x.Instance
  6997  	}
  6998  	return nil
  6999  }
  7000  
  7001  // Spec for MetricX metric.
  7002  type MetricxSpec struct {
  7003  	state         protoimpl.MessageState
  7004  	sizeCache     protoimpl.SizeCache
  7005  	unknownFields protoimpl.UnknownFields
  7006  
  7007  	// Required. Which version to use for evaluation.
  7008  	Version *MetricxSpec_MetricxVersion `protobuf:"varint,1,opt,name=version,proto3,enum=google.cloud.aiplatform.v1.MetricxSpec_MetricxVersion,oneof" json:"version,omitempty"`
  7009  	// Optional. Source language in BCP-47 format.
  7010  	SourceLanguage string `protobuf:"bytes,2,opt,name=source_language,json=sourceLanguage,proto3" json:"source_language,omitempty"`
  7011  	// Optional. Target language in BCP-47 format. Covers both prediction and
  7012  	// reference.
  7013  	TargetLanguage string `protobuf:"bytes,3,opt,name=target_language,json=targetLanguage,proto3" json:"target_language,omitempty"`
  7014  }
  7015  
  7016  func (x *MetricxSpec) Reset() {
  7017  	*x = MetricxSpec{}
  7018  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[106]
  7019  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7020  	ms.StoreMessageInfo(mi)
  7021  }
  7022  
  7023  func (x *MetricxSpec) String() string {
  7024  	return protoimpl.X.MessageStringOf(x)
  7025  }
  7026  
  7027  func (*MetricxSpec) ProtoMessage() {}
  7028  
  7029  func (x *MetricxSpec) ProtoReflect() protoreflect.Message {
  7030  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[106]
  7031  	if x != nil {
  7032  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7033  		if ms.LoadMessageInfo() == nil {
  7034  			ms.StoreMessageInfo(mi)
  7035  		}
  7036  		return ms
  7037  	}
  7038  	return mi.MessageOf(x)
  7039  }
  7040  
  7041  // Deprecated: Use MetricxSpec.ProtoReflect.Descriptor instead.
  7042  func (*MetricxSpec) Descriptor() ([]byte, []int) {
  7043  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{106}
  7044  }
  7045  
  7046  func (x *MetricxSpec) GetVersion() MetricxSpec_MetricxVersion {
  7047  	if x != nil && x.Version != nil {
  7048  		return *x.Version
  7049  	}
  7050  	return MetricxSpec_METRICX_VERSION_UNSPECIFIED
  7051  }
  7052  
  7053  func (x *MetricxSpec) GetSourceLanguage() string {
  7054  	if x != nil {
  7055  		return x.SourceLanguage
  7056  	}
  7057  	return ""
  7058  }
  7059  
  7060  func (x *MetricxSpec) GetTargetLanguage() string {
  7061  	if x != nil {
  7062  		return x.TargetLanguage
  7063  	}
  7064  	return ""
  7065  }
  7066  
  7067  // Spec for MetricX instance - The fields used for evaluation are dependent on
  7068  // the MetricX version.
  7069  type MetricxInstance struct {
  7070  	state         protoimpl.MessageState
  7071  	sizeCache     protoimpl.SizeCache
  7072  	unknownFields protoimpl.UnknownFields
  7073  
  7074  	// Required. Output of the evaluated model.
  7075  	Prediction *string `protobuf:"bytes,1,opt,name=prediction,proto3,oneof" json:"prediction,omitempty"`
  7076  	// Optional. Ground truth used to compare against the prediction.
  7077  	Reference *string `protobuf:"bytes,2,opt,name=reference,proto3,oneof" json:"reference,omitempty"`
  7078  	// Optional. Source text in original language.
  7079  	Source *string `protobuf:"bytes,3,opt,name=source,proto3,oneof" json:"source,omitempty"`
  7080  }
  7081  
  7082  func (x *MetricxInstance) Reset() {
  7083  	*x = MetricxInstance{}
  7084  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[107]
  7085  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7086  	ms.StoreMessageInfo(mi)
  7087  }
  7088  
  7089  func (x *MetricxInstance) String() string {
  7090  	return protoimpl.X.MessageStringOf(x)
  7091  }
  7092  
  7093  func (*MetricxInstance) ProtoMessage() {}
  7094  
  7095  func (x *MetricxInstance) ProtoReflect() protoreflect.Message {
  7096  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[107]
  7097  	if x != nil {
  7098  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7099  		if ms.LoadMessageInfo() == nil {
  7100  			ms.StoreMessageInfo(mi)
  7101  		}
  7102  		return ms
  7103  	}
  7104  	return mi.MessageOf(x)
  7105  }
  7106  
  7107  // Deprecated: Use MetricxInstance.ProtoReflect.Descriptor instead.
  7108  func (*MetricxInstance) Descriptor() ([]byte, []int) {
  7109  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{107}
  7110  }
  7111  
  7112  func (x *MetricxInstance) GetPrediction() string {
  7113  	if x != nil && x.Prediction != nil {
  7114  		return *x.Prediction
  7115  	}
  7116  	return ""
  7117  }
  7118  
  7119  func (x *MetricxInstance) GetReference() string {
  7120  	if x != nil && x.Reference != nil {
  7121  		return *x.Reference
  7122  	}
  7123  	return ""
  7124  }
  7125  
  7126  func (x *MetricxInstance) GetSource() string {
  7127  	if x != nil && x.Source != nil {
  7128  		return *x.Source
  7129  	}
  7130  	return ""
  7131  }
  7132  
  7133  // Spec for MetricX result - calculates the MetricX score for the given instance
  7134  // using the version specified in the spec.
  7135  type MetricxResult struct {
  7136  	state         protoimpl.MessageState
  7137  	sizeCache     protoimpl.SizeCache
  7138  	unknownFields protoimpl.UnknownFields
  7139  
  7140  	// Output only. MetricX score. Range depends on version.
  7141  	Score *float32 `protobuf:"fixed32,1,opt,name=score,proto3,oneof" json:"score,omitempty"`
  7142  }
  7143  
  7144  func (x *MetricxResult) Reset() {
  7145  	*x = MetricxResult{}
  7146  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[108]
  7147  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7148  	ms.StoreMessageInfo(mi)
  7149  }
  7150  
  7151  func (x *MetricxResult) String() string {
  7152  	return protoimpl.X.MessageStringOf(x)
  7153  }
  7154  
  7155  func (*MetricxResult) ProtoMessage() {}
  7156  
  7157  func (x *MetricxResult) ProtoReflect() protoreflect.Message {
  7158  	mi := &file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[108]
  7159  	if x != nil {
  7160  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
  7161  		if ms.LoadMessageInfo() == nil {
  7162  			ms.StoreMessageInfo(mi)
  7163  		}
  7164  		return ms
  7165  	}
  7166  	return mi.MessageOf(x)
  7167  }
  7168  
  7169  // Deprecated: Use MetricxResult.ProtoReflect.Descriptor instead.
  7170  func (*MetricxResult) Descriptor() ([]byte, []int) {
  7171  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP(), []int{108}
  7172  }
  7173  
  7174  func (x *MetricxResult) GetScore() float32 {
  7175  	if x != nil && x.Score != nil {
  7176  		return *x.Score
  7177  	}
  7178  	return 0
  7179  }
  7180  
  7181  var File_google_cloud_aiplatform_v1_evaluation_service_proto protoreflect.FileDescriptor
  7182  
  7183  var file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDesc = []byte{
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  8611  }
  8612  
  8613  var (
  8614  	file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescOnce sync.Once
  8615  	file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescData = file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDesc
  8616  )
  8617  
  8618  func file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescGZIP() []byte {
  8619  	file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescOnce.Do(func() {
  8620  		file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescData)
  8621  	})
  8622  	return file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDescData
  8623  }
  8624  
  8625  var file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes = make([]protoimpl.EnumInfo, 3)
  8626  var file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes = make([]protoimpl.MessageInfo, 109)
  8627  var file_google_cloud_aiplatform_v1_evaluation_service_proto_goTypes = []any{
  8628  	(PairwiseChoice)(0),                              // 0: google.cloud.aiplatform.v1.PairwiseChoice
  8629  	(CometSpec_CometVersion)(0),                      // 1: google.cloud.aiplatform.v1.CometSpec.CometVersion
  8630  	(MetricxSpec_MetricxVersion)(0),                  // 2: google.cloud.aiplatform.v1.MetricxSpec.MetricxVersion
  8631  	(*EvaluateInstancesRequest)(nil),                 // 3: google.cloud.aiplatform.v1.EvaluateInstancesRequest
  8632  	(*EvaluateInstancesResponse)(nil),                // 4: google.cloud.aiplatform.v1.EvaluateInstancesResponse
  8633  	(*ExactMatchInput)(nil),                          // 5: google.cloud.aiplatform.v1.ExactMatchInput
  8634  	(*ExactMatchInstance)(nil),                       // 6: google.cloud.aiplatform.v1.ExactMatchInstance
  8635  	(*ExactMatchSpec)(nil),                           // 7: google.cloud.aiplatform.v1.ExactMatchSpec
  8636  	(*ExactMatchResults)(nil),                        // 8: google.cloud.aiplatform.v1.ExactMatchResults
  8637  	(*ExactMatchMetricValue)(nil),                    // 9: google.cloud.aiplatform.v1.ExactMatchMetricValue
  8638  	(*BleuInput)(nil),                                // 10: google.cloud.aiplatform.v1.BleuInput
  8639  	(*BleuInstance)(nil),                             // 11: google.cloud.aiplatform.v1.BleuInstance
  8640  	(*BleuSpec)(nil),                                 // 12: google.cloud.aiplatform.v1.BleuSpec
  8641  	(*BleuResults)(nil),                              // 13: google.cloud.aiplatform.v1.BleuResults
  8642  	(*BleuMetricValue)(nil),                          // 14: google.cloud.aiplatform.v1.BleuMetricValue
  8643  	(*RougeInput)(nil),                               // 15: google.cloud.aiplatform.v1.RougeInput
  8644  	(*RougeInstance)(nil),                            // 16: google.cloud.aiplatform.v1.RougeInstance
  8645  	(*RougeSpec)(nil),                                // 17: google.cloud.aiplatform.v1.RougeSpec
  8646  	(*RougeResults)(nil),                             // 18: google.cloud.aiplatform.v1.RougeResults
  8647  	(*RougeMetricValue)(nil),                         // 19: google.cloud.aiplatform.v1.RougeMetricValue
  8648  	(*CoherenceInput)(nil),                           // 20: google.cloud.aiplatform.v1.CoherenceInput
  8649  	(*CoherenceInstance)(nil),                        // 21: google.cloud.aiplatform.v1.CoherenceInstance
  8650  	(*CoherenceSpec)(nil),                            // 22: google.cloud.aiplatform.v1.CoherenceSpec
  8651  	(*CoherenceResult)(nil),                          // 23: google.cloud.aiplatform.v1.CoherenceResult
  8652  	(*FluencyInput)(nil),                             // 24: google.cloud.aiplatform.v1.FluencyInput
  8653  	(*FluencyInstance)(nil),                          // 25: google.cloud.aiplatform.v1.FluencyInstance
  8654  	(*FluencySpec)(nil),                              // 26: google.cloud.aiplatform.v1.FluencySpec
  8655  	(*FluencyResult)(nil),                            // 27: google.cloud.aiplatform.v1.FluencyResult
  8656  	(*SafetyInput)(nil),                              // 28: google.cloud.aiplatform.v1.SafetyInput
  8657  	(*SafetyInstance)(nil),                           // 29: google.cloud.aiplatform.v1.SafetyInstance
  8658  	(*SafetySpec)(nil),                               // 30: google.cloud.aiplatform.v1.SafetySpec
  8659  	(*SafetyResult)(nil),                             // 31: google.cloud.aiplatform.v1.SafetyResult
  8660  	(*GroundednessInput)(nil),                        // 32: google.cloud.aiplatform.v1.GroundednessInput
  8661  	(*GroundednessInstance)(nil),                     // 33: google.cloud.aiplatform.v1.GroundednessInstance
  8662  	(*GroundednessSpec)(nil),                         // 34: google.cloud.aiplatform.v1.GroundednessSpec
  8663  	(*GroundednessResult)(nil),                       // 35: google.cloud.aiplatform.v1.GroundednessResult
  8664  	(*FulfillmentInput)(nil),                         // 36: google.cloud.aiplatform.v1.FulfillmentInput
  8665  	(*FulfillmentInstance)(nil),                      // 37: google.cloud.aiplatform.v1.FulfillmentInstance
  8666  	(*FulfillmentSpec)(nil),                          // 38: google.cloud.aiplatform.v1.FulfillmentSpec
  8667  	(*FulfillmentResult)(nil),                        // 39: google.cloud.aiplatform.v1.FulfillmentResult
  8668  	(*SummarizationQualityInput)(nil),                // 40: google.cloud.aiplatform.v1.SummarizationQualityInput
  8669  	(*SummarizationQualityInstance)(nil),             // 41: google.cloud.aiplatform.v1.SummarizationQualityInstance
  8670  	(*SummarizationQualitySpec)(nil),                 // 42: google.cloud.aiplatform.v1.SummarizationQualitySpec
  8671  	(*SummarizationQualityResult)(nil),               // 43: google.cloud.aiplatform.v1.SummarizationQualityResult
  8672  	(*PairwiseSummarizationQualityInput)(nil),        // 44: google.cloud.aiplatform.v1.PairwiseSummarizationQualityInput
  8673  	(*PairwiseSummarizationQualityInstance)(nil),     // 45: google.cloud.aiplatform.v1.PairwiseSummarizationQualityInstance
  8674  	(*PairwiseSummarizationQualitySpec)(nil),         // 46: google.cloud.aiplatform.v1.PairwiseSummarizationQualitySpec
  8675  	(*PairwiseSummarizationQualityResult)(nil),       // 47: google.cloud.aiplatform.v1.PairwiseSummarizationQualityResult
  8676  	(*SummarizationHelpfulnessInput)(nil),            // 48: google.cloud.aiplatform.v1.SummarizationHelpfulnessInput
  8677  	(*SummarizationHelpfulnessInstance)(nil),         // 49: google.cloud.aiplatform.v1.SummarizationHelpfulnessInstance
  8678  	(*SummarizationHelpfulnessSpec)(nil),             // 50: google.cloud.aiplatform.v1.SummarizationHelpfulnessSpec
  8679  	(*SummarizationHelpfulnessResult)(nil),           // 51: google.cloud.aiplatform.v1.SummarizationHelpfulnessResult
  8680  	(*SummarizationVerbosityInput)(nil),              // 52: google.cloud.aiplatform.v1.SummarizationVerbosityInput
  8681  	(*SummarizationVerbosityInstance)(nil),           // 53: google.cloud.aiplatform.v1.SummarizationVerbosityInstance
  8682  	(*SummarizationVerbositySpec)(nil),               // 54: google.cloud.aiplatform.v1.SummarizationVerbositySpec
  8683  	(*SummarizationVerbosityResult)(nil),             // 55: google.cloud.aiplatform.v1.SummarizationVerbosityResult
  8684  	(*QuestionAnsweringQualityInput)(nil),            // 56: google.cloud.aiplatform.v1.QuestionAnsweringQualityInput
  8685  	(*QuestionAnsweringQualityInstance)(nil),         // 57: google.cloud.aiplatform.v1.QuestionAnsweringQualityInstance
  8686  	(*QuestionAnsweringQualitySpec)(nil),             // 58: google.cloud.aiplatform.v1.QuestionAnsweringQualitySpec
  8687  	(*QuestionAnsweringQualityResult)(nil),           // 59: google.cloud.aiplatform.v1.QuestionAnsweringQualityResult
  8688  	(*PairwiseQuestionAnsweringQualityInput)(nil),    // 60: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInput
  8689  	(*PairwiseQuestionAnsweringQualityInstance)(nil), // 61: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInstance
  8690  	(*PairwiseQuestionAnsweringQualitySpec)(nil),     // 62: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualitySpec
  8691  	(*PairwiseQuestionAnsweringQualityResult)(nil),   // 63: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityResult
  8692  	(*QuestionAnsweringRelevanceInput)(nil),          // 64: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInput
  8693  	(*QuestionAnsweringRelevanceInstance)(nil),       // 65: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInstance
  8694  	(*QuestionAnsweringRelevanceSpec)(nil),           // 66: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceSpec
  8695  	(*QuestionAnsweringRelevanceResult)(nil),         // 67: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceResult
  8696  	(*QuestionAnsweringHelpfulnessInput)(nil),        // 68: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInput
  8697  	(*QuestionAnsweringHelpfulnessInstance)(nil),     // 69: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInstance
  8698  	(*QuestionAnsweringHelpfulnessSpec)(nil),         // 70: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessSpec
  8699  	(*QuestionAnsweringHelpfulnessResult)(nil),       // 71: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessResult
  8700  	(*QuestionAnsweringCorrectnessInput)(nil),        // 72: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInput
  8701  	(*QuestionAnsweringCorrectnessInstance)(nil),     // 73: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInstance
  8702  	(*QuestionAnsweringCorrectnessSpec)(nil),         // 74: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessSpec
  8703  	(*QuestionAnsweringCorrectnessResult)(nil),       // 75: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessResult
  8704  	(*PointwiseMetricInput)(nil),                     // 76: google.cloud.aiplatform.v1.PointwiseMetricInput
  8705  	(*PointwiseMetricInstance)(nil),                  // 77: google.cloud.aiplatform.v1.PointwiseMetricInstance
  8706  	(*PointwiseMetricSpec)(nil),                      // 78: google.cloud.aiplatform.v1.PointwiseMetricSpec
  8707  	(*PointwiseMetricResult)(nil),                    // 79: google.cloud.aiplatform.v1.PointwiseMetricResult
  8708  	(*PairwiseMetricInput)(nil),                      // 80: google.cloud.aiplatform.v1.PairwiseMetricInput
  8709  	(*PairwiseMetricInstance)(nil),                   // 81: google.cloud.aiplatform.v1.PairwiseMetricInstance
  8710  	(*PairwiseMetricSpec)(nil),                       // 82: google.cloud.aiplatform.v1.PairwiseMetricSpec
  8711  	(*PairwiseMetricResult)(nil),                     // 83: google.cloud.aiplatform.v1.PairwiseMetricResult
  8712  	(*ToolCallValidInput)(nil),                       // 84: google.cloud.aiplatform.v1.ToolCallValidInput
  8713  	(*ToolCallValidSpec)(nil),                        // 85: google.cloud.aiplatform.v1.ToolCallValidSpec
  8714  	(*ToolCallValidInstance)(nil),                    // 86: google.cloud.aiplatform.v1.ToolCallValidInstance
  8715  	(*ToolCallValidResults)(nil),                     // 87: google.cloud.aiplatform.v1.ToolCallValidResults
  8716  	(*ToolCallValidMetricValue)(nil),                 // 88: google.cloud.aiplatform.v1.ToolCallValidMetricValue
  8717  	(*ToolNameMatchInput)(nil),                       // 89: google.cloud.aiplatform.v1.ToolNameMatchInput
  8718  	(*ToolNameMatchSpec)(nil),                        // 90: google.cloud.aiplatform.v1.ToolNameMatchSpec
  8719  	(*ToolNameMatchInstance)(nil),                    // 91: google.cloud.aiplatform.v1.ToolNameMatchInstance
  8720  	(*ToolNameMatchResults)(nil),                     // 92: google.cloud.aiplatform.v1.ToolNameMatchResults
  8721  	(*ToolNameMatchMetricValue)(nil),                 // 93: google.cloud.aiplatform.v1.ToolNameMatchMetricValue
  8722  	(*ToolParameterKeyMatchInput)(nil),               // 94: google.cloud.aiplatform.v1.ToolParameterKeyMatchInput
  8723  	(*ToolParameterKeyMatchSpec)(nil),                // 95: google.cloud.aiplatform.v1.ToolParameterKeyMatchSpec
  8724  	(*ToolParameterKeyMatchInstance)(nil),            // 96: google.cloud.aiplatform.v1.ToolParameterKeyMatchInstance
  8725  	(*ToolParameterKeyMatchResults)(nil),             // 97: google.cloud.aiplatform.v1.ToolParameterKeyMatchResults
  8726  	(*ToolParameterKeyMatchMetricValue)(nil),         // 98: google.cloud.aiplatform.v1.ToolParameterKeyMatchMetricValue
  8727  	(*ToolParameterKVMatchInput)(nil),                // 99: google.cloud.aiplatform.v1.ToolParameterKVMatchInput
  8728  	(*ToolParameterKVMatchSpec)(nil),                 // 100: google.cloud.aiplatform.v1.ToolParameterKVMatchSpec
  8729  	(*ToolParameterKVMatchInstance)(nil),             // 101: google.cloud.aiplatform.v1.ToolParameterKVMatchInstance
  8730  	(*ToolParameterKVMatchResults)(nil),              // 102: google.cloud.aiplatform.v1.ToolParameterKVMatchResults
  8731  	(*ToolParameterKVMatchMetricValue)(nil),          // 103: google.cloud.aiplatform.v1.ToolParameterKVMatchMetricValue
  8732  	(*CometInput)(nil),                               // 104: google.cloud.aiplatform.v1.CometInput
  8733  	(*CometSpec)(nil),                                // 105: google.cloud.aiplatform.v1.CometSpec
  8734  	(*CometInstance)(nil),                            // 106: google.cloud.aiplatform.v1.CometInstance
  8735  	(*CometResult)(nil),                              // 107: google.cloud.aiplatform.v1.CometResult
  8736  	(*MetricxInput)(nil),                             // 108: google.cloud.aiplatform.v1.MetricxInput
  8737  	(*MetricxSpec)(nil),                              // 109: google.cloud.aiplatform.v1.MetricxSpec
  8738  	(*MetricxInstance)(nil),                          // 110: google.cloud.aiplatform.v1.MetricxInstance
  8739  	(*MetricxResult)(nil),                            // 111: google.cloud.aiplatform.v1.MetricxResult
  8740  }
  8741  var file_google_cloud_aiplatform_v1_evaluation_service_proto_depIdxs = []int32{
  8742  	5,   // 0: google.cloud.aiplatform.v1.EvaluateInstancesRequest.exact_match_input:type_name -> google.cloud.aiplatform.v1.ExactMatchInput
  8743  	10,  // 1: google.cloud.aiplatform.v1.EvaluateInstancesRequest.bleu_input:type_name -> google.cloud.aiplatform.v1.BleuInput
  8744  	15,  // 2: google.cloud.aiplatform.v1.EvaluateInstancesRequest.rouge_input:type_name -> google.cloud.aiplatform.v1.RougeInput
  8745  	24,  // 3: google.cloud.aiplatform.v1.EvaluateInstancesRequest.fluency_input:type_name -> google.cloud.aiplatform.v1.FluencyInput
  8746  	20,  // 4: google.cloud.aiplatform.v1.EvaluateInstancesRequest.coherence_input:type_name -> google.cloud.aiplatform.v1.CoherenceInput
  8747  	28,  // 5: google.cloud.aiplatform.v1.EvaluateInstancesRequest.safety_input:type_name -> google.cloud.aiplatform.v1.SafetyInput
  8748  	32,  // 6: google.cloud.aiplatform.v1.EvaluateInstancesRequest.groundedness_input:type_name -> google.cloud.aiplatform.v1.GroundednessInput
  8749  	36,  // 7: google.cloud.aiplatform.v1.EvaluateInstancesRequest.fulfillment_input:type_name -> google.cloud.aiplatform.v1.FulfillmentInput
  8750  	40,  // 8: google.cloud.aiplatform.v1.EvaluateInstancesRequest.summarization_quality_input:type_name -> google.cloud.aiplatform.v1.SummarizationQualityInput
  8751  	44,  // 9: google.cloud.aiplatform.v1.EvaluateInstancesRequest.pairwise_summarization_quality_input:type_name -> google.cloud.aiplatform.v1.PairwiseSummarizationQualityInput
  8752  	48,  // 10: google.cloud.aiplatform.v1.EvaluateInstancesRequest.summarization_helpfulness_input:type_name -> google.cloud.aiplatform.v1.SummarizationHelpfulnessInput
  8753  	52,  // 11: google.cloud.aiplatform.v1.EvaluateInstancesRequest.summarization_verbosity_input:type_name -> google.cloud.aiplatform.v1.SummarizationVerbosityInput
  8754  	56,  // 12: google.cloud.aiplatform.v1.EvaluateInstancesRequest.question_answering_quality_input:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringQualityInput
  8755  	60,  // 13: google.cloud.aiplatform.v1.EvaluateInstancesRequest.pairwise_question_answering_quality_input:type_name -> google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInput
  8756  	64,  // 14: google.cloud.aiplatform.v1.EvaluateInstancesRequest.question_answering_relevance_input:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInput
  8757  	68,  // 15: google.cloud.aiplatform.v1.EvaluateInstancesRequest.question_answering_helpfulness_input:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInput
  8758  	72,  // 16: google.cloud.aiplatform.v1.EvaluateInstancesRequest.question_answering_correctness_input:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInput
  8759  	76,  // 17: google.cloud.aiplatform.v1.EvaluateInstancesRequest.pointwise_metric_input:type_name -> google.cloud.aiplatform.v1.PointwiseMetricInput
  8760  	80,  // 18: google.cloud.aiplatform.v1.EvaluateInstancesRequest.pairwise_metric_input:type_name -> google.cloud.aiplatform.v1.PairwiseMetricInput
  8761  	84,  // 19: google.cloud.aiplatform.v1.EvaluateInstancesRequest.tool_call_valid_input:type_name -> google.cloud.aiplatform.v1.ToolCallValidInput
  8762  	89,  // 20: google.cloud.aiplatform.v1.EvaluateInstancesRequest.tool_name_match_input:type_name -> google.cloud.aiplatform.v1.ToolNameMatchInput
  8763  	94,  // 21: google.cloud.aiplatform.v1.EvaluateInstancesRequest.tool_parameter_key_match_input:type_name -> google.cloud.aiplatform.v1.ToolParameterKeyMatchInput
  8764  	99,  // 22: google.cloud.aiplatform.v1.EvaluateInstancesRequest.tool_parameter_kv_match_input:type_name -> google.cloud.aiplatform.v1.ToolParameterKVMatchInput
  8765  	104, // 23: google.cloud.aiplatform.v1.EvaluateInstancesRequest.comet_input:type_name -> google.cloud.aiplatform.v1.CometInput
  8766  	108, // 24: google.cloud.aiplatform.v1.EvaluateInstancesRequest.metricx_input:type_name -> google.cloud.aiplatform.v1.MetricxInput
  8767  	8,   // 25: google.cloud.aiplatform.v1.EvaluateInstancesResponse.exact_match_results:type_name -> google.cloud.aiplatform.v1.ExactMatchResults
  8768  	13,  // 26: google.cloud.aiplatform.v1.EvaluateInstancesResponse.bleu_results:type_name -> google.cloud.aiplatform.v1.BleuResults
  8769  	18,  // 27: google.cloud.aiplatform.v1.EvaluateInstancesResponse.rouge_results:type_name -> google.cloud.aiplatform.v1.RougeResults
  8770  	27,  // 28: google.cloud.aiplatform.v1.EvaluateInstancesResponse.fluency_result:type_name -> google.cloud.aiplatform.v1.FluencyResult
  8771  	23,  // 29: google.cloud.aiplatform.v1.EvaluateInstancesResponse.coherence_result:type_name -> google.cloud.aiplatform.v1.CoherenceResult
  8772  	31,  // 30: google.cloud.aiplatform.v1.EvaluateInstancesResponse.safety_result:type_name -> google.cloud.aiplatform.v1.SafetyResult
  8773  	35,  // 31: google.cloud.aiplatform.v1.EvaluateInstancesResponse.groundedness_result:type_name -> google.cloud.aiplatform.v1.GroundednessResult
  8774  	39,  // 32: google.cloud.aiplatform.v1.EvaluateInstancesResponse.fulfillment_result:type_name -> google.cloud.aiplatform.v1.FulfillmentResult
  8775  	43,  // 33: google.cloud.aiplatform.v1.EvaluateInstancesResponse.summarization_quality_result:type_name -> google.cloud.aiplatform.v1.SummarizationQualityResult
  8776  	47,  // 34: google.cloud.aiplatform.v1.EvaluateInstancesResponse.pairwise_summarization_quality_result:type_name -> google.cloud.aiplatform.v1.PairwiseSummarizationQualityResult
  8777  	51,  // 35: google.cloud.aiplatform.v1.EvaluateInstancesResponse.summarization_helpfulness_result:type_name -> google.cloud.aiplatform.v1.SummarizationHelpfulnessResult
  8778  	55,  // 36: google.cloud.aiplatform.v1.EvaluateInstancesResponse.summarization_verbosity_result:type_name -> google.cloud.aiplatform.v1.SummarizationVerbosityResult
  8779  	59,  // 37: google.cloud.aiplatform.v1.EvaluateInstancesResponse.question_answering_quality_result:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringQualityResult
  8780  	63,  // 38: google.cloud.aiplatform.v1.EvaluateInstancesResponse.pairwise_question_answering_quality_result:type_name -> google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityResult
  8781  	67,  // 39: google.cloud.aiplatform.v1.EvaluateInstancesResponse.question_answering_relevance_result:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringRelevanceResult
  8782  	71,  // 40: google.cloud.aiplatform.v1.EvaluateInstancesResponse.question_answering_helpfulness_result:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessResult
  8783  	75,  // 41: google.cloud.aiplatform.v1.EvaluateInstancesResponse.question_answering_correctness_result:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessResult
  8784  	79,  // 42: google.cloud.aiplatform.v1.EvaluateInstancesResponse.pointwise_metric_result:type_name -> google.cloud.aiplatform.v1.PointwiseMetricResult
  8785  	83,  // 43: google.cloud.aiplatform.v1.EvaluateInstancesResponse.pairwise_metric_result:type_name -> google.cloud.aiplatform.v1.PairwiseMetricResult
  8786  	87,  // 44: google.cloud.aiplatform.v1.EvaluateInstancesResponse.tool_call_valid_results:type_name -> google.cloud.aiplatform.v1.ToolCallValidResults
  8787  	92,  // 45: google.cloud.aiplatform.v1.EvaluateInstancesResponse.tool_name_match_results:type_name -> google.cloud.aiplatform.v1.ToolNameMatchResults
  8788  	97,  // 46: google.cloud.aiplatform.v1.EvaluateInstancesResponse.tool_parameter_key_match_results:type_name -> google.cloud.aiplatform.v1.ToolParameterKeyMatchResults
  8789  	102, // 47: google.cloud.aiplatform.v1.EvaluateInstancesResponse.tool_parameter_kv_match_results:type_name -> google.cloud.aiplatform.v1.ToolParameterKVMatchResults
  8790  	107, // 48: google.cloud.aiplatform.v1.EvaluateInstancesResponse.comet_result:type_name -> google.cloud.aiplatform.v1.CometResult
  8791  	111, // 49: google.cloud.aiplatform.v1.EvaluateInstancesResponse.metricx_result:type_name -> google.cloud.aiplatform.v1.MetricxResult
  8792  	7,   // 50: google.cloud.aiplatform.v1.ExactMatchInput.metric_spec:type_name -> google.cloud.aiplatform.v1.ExactMatchSpec
  8793  	6,   // 51: google.cloud.aiplatform.v1.ExactMatchInput.instances:type_name -> google.cloud.aiplatform.v1.ExactMatchInstance
  8794  	9,   // 52: google.cloud.aiplatform.v1.ExactMatchResults.exact_match_metric_values:type_name -> google.cloud.aiplatform.v1.ExactMatchMetricValue
  8795  	12,  // 53: google.cloud.aiplatform.v1.BleuInput.metric_spec:type_name -> google.cloud.aiplatform.v1.BleuSpec
  8796  	11,  // 54: google.cloud.aiplatform.v1.BleuInput.instances:type_name -> google.cloud.aiplatform.v1.BleuInstance
  8797  	14,  // 55: google.cloud.aiplatform.v1.BleuResults.bleu_metric_values:type_name -> google.cloud.aiplatform.v1.BleuMetricValue
  8798  	17,  // 56: google.cloud.aiplatform.v1.RougeInput.metric_spec:type_name -> google.cloud.aiplatform.v1.RougeSpec
  8799  	16,  // 57: google.cloud.aiplatform.v1.RougeInput.instances:type_name -> google.cloud.aiplatform.v1.RougeInstance
  8800  	19,  // 58: google.cloud.aiplatform.v1.RougeResults.rouge_metric_values:type_name -> google.cloud.aiplatform.v1.RougeMetricValue
  8801  	22,  // 59: google.cloud.aiplatform.v1.CoherenceInput.metric_spec:type_name -> google.cloud.aiplatform.v1.CoherenceSpec
  8802  	21,  // 60: google.cloud.aiplatform.v1.CoherenceInput.instance:type_name -> google.cloud.aiplatform.v1.CoherenceInstance
  8803  	26,  // 61: google.cloud.aiplatform.v1.FluencyInput.metric_spec:type_name -> google.cloud.aiplatform.v1.FluencySpec
  8804  	25,  // 62: google.cloud.aiplatform.v1.FluencyInput.instance:type_name -> google.cloud.aiplatform.v1.FluencyInstance
  8805  	30,  // 63: google.cloud.aiplatform.v1.SafetyInput.metric_spec:type_name -> google.cloud.aiplatform.v1.SafetySpec
  8806  	29,  // 64: google.cloud.aiplatform.v1.SafetyInput.instance:type_name -> google.cloud.aiplatform.v1.SafetyInstance
  8807  	34,  // 65: google.cloud.aiplatform.v1.GroundednessInput.metric_spec:type_name -> google.cloud.aiplatform.v1.GroundednessSpec
  8808  	33,  // 66: google.cloud.aiplatform.v1.GroundednessInput.instance:type_name -> google.cloud.aiplatform.v1.GroundednessInstance
  8809  	38,  // 67: google.cloud.aiplatform.v1.FulfillmentInput.metric_spec:type_name -> google.cloud.aiplatform.v1.FulfillmentSpec
  8810  	37,  // 68: google.cloud.aiplatform.v1.FulfillmentInput.instance:type_name -> google.cloud.aiplatform.v1.FulfillmentInstance
  8811  	42,  // 69: google.cloud.aiplatform.v1.SummarizationQualityInput.metric_spec:type_name -> google.cloud.aiplatform.v1.SummarizationQualitySpec
  8812  	41,  // 70: google.cloud.aiplatform.v1.SummarizationQualityInput.instance:type_name -> google.cloud.aiplatform.v1.SummarizationQualityInstance
  8813  	46,  // 71: google.cloud.aiplatform.v1.PairwiseSummarizationQualityInput.metric_spec:type_name -> google.cloud.aiplatform.v1.PairwiseSummarizationQualitySpec
  8814  	45,  // 72: google.cloud.aiplatform.v1.PairwiseSummarizationQualityInput.instance:type_name -> google.cloud.aiplatform.v1.PairwiseSummarizationQualityInstance
  8815  	0,   // 73: google.cloud.aiplatform.v1.PairwiseSummarizationQualityResult.pairwise_choice:type_name -> google.cloud.aiplatform.v1.PairwiseChoice
  8816  	50,  // 74: google.cloud.aiplatform.v1.SummarizationHelpfulnessInput.metric_spec:type_name -> google.cloud.aiplatform.v1.SummarizationHelpfulnessSpec
  8817  	49,  // 75: google.cloud.aiplatform.v1.SummarizationHelpfulnessInput.instance:type_name -> google.cloud.aiplatform.v1.SummarizationHelpfulnessInstance
  8818  	54,  // 76: google.cloud.aiplatform.v1.SummarizationVerbosityInput.metric_spec:type_name -> google.cloud.aiplatform.v1.SummarizationVerbositySpec
  8819  	53,  // 77: google.cloud.aiplatform.v1.SummarizationVerbosityInput.instance:type_name -> google.cloud.aiplatform.v1.SummarizationVerbosityInstance
  8820  	58,  // 78: google.cloud.aiplatform.v1.QuestionAnsweringQualityInput.metric_spec:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringQualitySpec
  8821  	57,  // 79: google.cloud.aiplatform.v1.QuestionAnsweringQualityInput.instance:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringQualityInstance
  8822  	62,  // 80: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInput.metric_spec:type_name -> google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualitySpec
  8823  	61,  // 81: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInput.instance:type_name -> google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityInstance
  8824  	0,   // 82: google.cloud.aiplatform.v1.PairwiseQuestionAnsweringQualityResult.pairwise_choice:type_name -> google.cloud.aiplatform.v1.PairwiseChoice
  8825  	66,  // 83: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInput.metric_spec:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringRelevanceSpec
  8826  	65,  // 84: google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInput.instance:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringRelevanceInstance
  8827  	70,  // 85: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInput.metric_spec:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessSpec
  8828  	69,  // 86: google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInput.instance:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringHelpfulnessInstance
  8829  	74,  // 87: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInput.metric_spec:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessSpec
  8830  	73,  // 88: google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInput.instance:type_name -> google.cloud.aiplatform.v1.QuestionAnsweringCorrectnessInstance
  8831  	78,  // 89: google.cloud.aiplatform.v1.PointwiseMetricInput.metric_spec:type_name -> google.cloud.aiplatform.v1.PointwiseMetricSpec
  8832  	77,  // 90: google.cloud.aiplatform.v1.PointwiseMetricInput.instance:type_name -> google.cloud.aiplatform.v1.PointwiseMetricInstance
  8833  	82,  // 91: google.cloud.aiplatform.v1.PairwiseMetricInput.metric_spec:type_name -> google.cloud.aiplatform.v1.PairwiseMetricSpec
  8834  	81,  // 92: google.cloud.aiplatform.v1.PairwiseMetricInput.instance:type_name -> google.cloud.aiplatform.v1.PairwiseMetricInstance
  8835  	0,   // 93: google.cloud.aiplatform.v1.PairwiseMetricResult.pairwise_choice:type_name -> google.cloud.aiplatform.v1.PairwiseChoice
  8836  	85,  // 94: google.cloud.aiplatform.v1.ToolCallValidInput.metric_spec:type_name -> google.cloud.aiplatform.v1.ToolCallValidSpec
  8837  	86,  // 95: google.cloud.aiplatform.v1.ToolCallValidInput.instances:type_name -> google.cloud.aiplatform.v1.ToolCallValidInstance
  8838  	88,  // 96: google.cloud.aiplatform.v1.ToolCallValidResults.tool_call_valid_metric_values:type_name -> google.cloud.aiplatform.v1.ToolCallValidMetricValue
  8839  	90,  // 97: google.cloud.aiplatform.v1.ToolNameMatchInput.metric_spec:type_name -> google.cloud.aiplatform.v1.ToolNameMatchSpec
  8840  	91,  // 98: google.cloud.aiplatform.v1.ToolNameMatchInput.instances:type_name -> google.cloud.aiplatform.v1.ToolNameMatchInstance
  8841  	93,  // 99: google.cloud.aiplatform.v1.ToolNameMatchResults.tool_name_match_metric_values:type_name -> google.cloud.aiplatform.v1.ToolNameMatchMetricValue
  8842  	95,  // 100: google.cloud.aiplatform.v1.ToolParameterKeyMatchInput.metric_spec:type_name -> google.cloud.aiplatform.v1.ToolParameterKeyMatchSpec
  8843  	96,  // 101: google.cloud.aiplatform.v1.ToolParameterKeyMatchInput.instances:type_name -> google.cloud.aiplatform.v1.ToolParameterKeyMatchInstance
  8844  	98,  // 102: google.cloud.aiplatform.v1.ToolParameterKeyMatchResults.tool_parameter_key_match_metric_values:type_name -> google.cloud.aiplatform.v1.ToolParameterKeyMatchMetricValue
  8845  	100, // 103: google.cloud.aiplatform.v1.ToolParameterKVMatchInput.metric_spec:type_name -> google.cloud.aiplatform.v1.ToolParameterKVMatchSpec
  8846  	101, // 104: google.cloud.aiplatform.v1.ToolParameterKVMatchInput.instances:type_name -> google.cloud.aiplatform.v1.ToolParameterKVMatchInstance
  8847  	103, // 105: google.cloud.aiplatform.v1.ToolParameterKVMatchResults.tool_parameter_kv_match_metric_values:type_name -> google.cloud.aiplatform.v1.ToolParameterKVMatchMetricValue
  8848  	105, // 106: google.cloud.aiplatform.v1.CometInput.metric_spec:type_name -> google.cloud.aiplatform.v1.CometSpec
  8849  	106, // 107: google.cloud.aiplatform.v1.CometInput.instance:type_name -> google.cloud.aiplatform.v1.CometInstance
  8850  	1,   // 108: google.cloud.aiplatform.v1.CometSpec.version:type_name -> google.cloud.aiplatform.v1.CometSpec.CometVersion
  8851  	109, // 109: google.cloud.aiplatform.v1.MetricxInput.metric_spec:type_name -> google.cloud.aiplatform.v1.MetricxSpec
  8852  	110, // 110: google.cloud.aiplatform.v1.MetricxInput.instance:type_name -> google.cloud.aiplatform.v1.MetricxInstance
  8853  	2,   // 111: google.cloud.aiplatform.v1.MetricxSpec.version:type_name -> google.cloud.aiplatform.v1.MetricxSpec.MetricxVersion
  8854  	3,   // 112: google.cloud.aiplatform.v1.EvaluationService.EvaluateInstances:input_type -> google.cloud.aiplatform.v1.EvaluateInstancesRequest
  8855  	4,   // 113: google.cloud.aiplatform.v1.EvaluationService.EvaluateInstances:output_type -> google.cloud.aiplatform.v1.EvaluateInstancesResponse
  8856  	113, // [113:114] is the sub-list for method output_type
  8857  	112, // [112:113] is the sub-list for method input_type
  8858  	112, // [112:112] is the sub-list for extension type_name
  8859  	112, // [112:112] is the sub-list for extension extendee
  8860  	0,   // [0:112] is the sub-list for field type_name
  8861  }
  8862  
  8863  func init() { file_google_cloud_aiplatform_v1_evaluation_service_proto_init() }
  8864  func file_google_cloud_aiplatform_v1_evaluation_service_proto_init() {
  8865  	if File_google_cloud_aiplatform_v1_evaluation_service_proto != nil {
  8866  		return
  8867  	}
  8868  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[0].OneofWrappers = []any{
  8869  		(*EvaluateInstancesRequest_ExactMatchInput)(nil),
  8870  		(*EvaluateInstancesRequest_BleuInput)(nil),
  8871  		(*EvaluateInstancesRequest_RougeInput)(nil),
  8872  		(*EvaluateInstancesRequest_FluencyInput)(nil),
  8873  		(*EvaluateInstancesRequest_CoherenceInput)(nil),
  8874  		(*EvaluateInstancesRequest_SafetyInput)(nil),
  8875  		(*EvaluateInstancesRequest_GroundednessInput)(nil),
  8876  		(*EvaluateInstancesRequest_FulfillmentInput)(nil),
  8877  		(*EvaluateInstancesRequest_SummarizationQualityInput)(nil),
  8878  		(*EvaluateInstancesRequest_PairwiseSummarizationQualityInput)(nil),
  8879  		(*EvaluateInstancesRequest_SummarizationHelpfulnessInput)(nil),
  8880  		(*EvaluateInstancesRequest_SummarizationVerbosityInput)(nil),
  8881  		(*EvaluateInstancesRequest_QuestionAnsweringQualityInput)(nil),
  8882  		(*EvaluateInstancesRequest_PairwiseQuestionAnsweringQualityInput)(nil),
  8883  		(*EvaluateInstancesRequest_QuestionAnsweringRelevanceInput)(nil),
  8884  		(*EvaluateInstancesRequest_QuestionAnsweringHelpfulnessInput)(nil),
  8885  		(*EvaluateInstancesRequest_QuestionAnsweringCorrectnessInput)(nil),
  8886  		(*EvaluateInstancesRequest_PointwiseMetricInput)(nil),
  8887  		(*EvaluateInstancesRequest_PairwiseMetricInput)(nil),
  8888  		(*EvaluateInstancesRequest_ToolCallValidInput)(nil),
  8889  		(*EvaluateInstancesRequest_ToolNameMatchInput)(nil),
  8890  		(*EvaluateInstancesRequest_ToolParameterKeyMatchInput)(nil),
  8891  		(*EvaluateInstancesRequest_ToolParameterKvMatchInput)(nil),
  8892  		(*EvaluateInstancesRequest_CometInput)(nil),
  8893  		(*EvaluateInstancesRequest_MetricxInput)(nil),
  8894  	}
  8895  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[1].OneofWrappers = []any{
  8896  		(*EvaluateInstancesResponse_ExactMatchResults)(nil),
  8897  		(*EvaluateInstancesResponse_BleuResults)(nil),
  8898  		(*EvaluateInstancesResponse_RougeResults)(nil),
  8899  		(*EvaluateInstancesResponse_FluencyResult)(nil),
  8900  		(*EvaluateInstancesResponse_CoherenceResult)(nil),
  8901  		(*EvaluateInstancesResponse_SafetyResult)(nil),
  8902  		(*EvaluateInstancesResponse_GroundednessResult)(nil),
  8903  		(*EvaluateInstancesResponse_FulfillmentResult)(nil),
  8904  		(*EvaluateInstancesResponse_SummarizationQualityResult)(nil),
  8905  		(*EvaluateInstancesResponse_PairwiseSummarizationQualityResult)(nil),
  8906  		(*EvaluateInstancesResponse_SummarizationHelpfulnessResult)(nil),
  8907  		(*EvaluateInstancesResponse_SummarizationVerbosityResult)(nil),
  8908  		(*EvaluateInstancesResponse_QuestionAnsweringQualityResult)(nil),
  8909  		(*EvaluateInstancesResponse_PairwiseQuestionAnsweringQualityResult)(nil),
  8910  		(*EvaluateInstancesResponse_QuestionAnsweringRelevanceResult)(nil),
  8911  		(*EvaluateInstancesResponse_QuestionAnsweringHelpfulnessResult)(nil),
  8912  		(*EvaluateInstancesResponse_QuestionAnsweringCorrectnessResult)(nil),
  8913  		(*EvaluateInstancesResponse_PointwiseMetricResult)(nil),
  8914  		(*EvaluateInstancesResponse_PairwiseMetricResult)(nil),
  8915  		(*EvaluateInstancesResponse_ToolCallValidResults)(nil),
  8916  		(*EvaluateInstancesResponse_ToolNameMatchResults)(nil),
  8917  		(*EvaluateInstancesResponse_ToolParameterKeyMatchResults)(nil),
  8918  		(*EvaluateInstancesResponse_ToolParameterKvMatchResults)(nil),
  8919  		(*EvaluateInstancesResponse_CometResult)(nil),
  8920  		(*EvaluateInstancesResponse_MetricxResult)(nil),
  8921  	}
  8922  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[3].OneofWrappers = []any{}
  8923  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[6].OneofWrappers = []any{}
  8924  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[8].OneofWrappers = []any{}
  8925  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[11].OneofWrappers = []any{}
  8926  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[13].OneofWrappers = []any{}
  8927  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[16].OneofWrappers = []any{}
  8928  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[18].OneofWrappers = []any{}
  8929  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[20].OneofWrappers = []any{}
  8930  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[22].OneofWrappers = []any{}
  8931  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[24].OneofWrappers = []any{}
  8932  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[26].OneofWrappers = []any{}
  8933  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[28].OneofWrappers = []any{}
  8934  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[30].OneofWrappers = []any{}
  8935  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[32].OneofWrappers = []any{}
  8936  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[34].OneofWrappers = []any{}
  8937  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[36].OneofWrappers = []any{}
  8938  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[38].OneofWrappers = []any{}
  8939  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[40].OneofWrappers = []any{}
  8940  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[42].OneofWrappers = []any{}
  8941  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[44].OneofWrappers = []any{}
  8942  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[46].OneofWrappers = []any{}
  8943  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[48].OneofWrappers = []any{}
  8944  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[50].OneofWrappers = []any{}
  8945  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[52].OneofWrappers = []any{}
  8946  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[54].OneofWrappers = []any{}
  8947  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[56].OneofWrappers = []any{}
  8948  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[58].OneofWrappers = []any{}
  8949  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[60].OneofWrappers = []any{}
  8950  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[62].OneofWrappers = []any{}
  8951  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[64].OneofWrappers = []any{}
  8952  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[66].OneofWrappers = []any{}
  8953  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[68].OneofWrappers = []any{}
  8954  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[70].OneofWrappers = []any{}
  8955  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[72].OneofWrappers = []any{}
  8956  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[74].OneofWrappers = []any{
  8957  		(*PointwiseMetricInstance_JsonInstance)(nil),
  8958  	}
  8959  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[75].OneofWrappers = []any{}
  8960  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[76].OneofWrappers = []any{}
  8961  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[78].OneofWrappers = []any{
  8962  		(*PairwiseMetricInstance_JsonInstance)(nil),
  8963  	}
  8964  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[79].OneofWrappers = []any{}
  8965  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[83].OneofWrappers = []any{}
  8966  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[85].OneofWrappers = []any{}
  8967  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[88].OneofWrappers = []any{}
  8968  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[90].OneofWrappers = []any{}
  8969  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[93].OneofWrappers = []any{}
  8970  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[95].OneofWrappers = []any{}
  8971  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[98].OneofWrappers = []any{}
  8972  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[100].OneofWrappers = []any{}
  8973  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[102].OneofWrappers = []any{}
  8974  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[103].OneofWrappers = []any{}
  8975  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[104].OneofWrappers = []any{}
  8976  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[106].OneofWrappers = []any{}
  8977  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[107].OneofWrappers = []any{}
  8978  	file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes[108].OneofWrappers = []any{}
  8979  	type x struct{}
  8980  	out := protoimpl.TypeBuilder{
  8981  		File: protoimpl.DescBuilder{
  8982  			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
  8983  			RawDescriptor: file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDesc,
  8984  			NumEnums:      3,
  8985  			NumMessages:   109,
  8986  			NumExtensions: 0,
  8987  			NumServices:   1,
  8988  		},
  8989  		GoTypes:           file_google_cloud_aiplatform_v1_evaluation_service_proto_goTypes,
  8990  		DependencyIndexes: file_google_cloud_aiplatform_v1_evaluation_service_proto_depIdxs,
  8991  		EnumInfos:         file_google_cloud_aiplatform_v1_evaluation_service_proto_enumTypes,
  8992  		MessageInfos:      file_google_cloud_aiplatform_v1_evaluation_service_proto_msgTypes,
  8993  	}.Build()
  8994  	File_google_cloud_aiplatform_v1_evaluation_service_proto = out.File
  8995  	file_google_cloud_aiplatform_v1_evaluation_service_proto_rawDesc = nil
  8996  	file_google_cloud_aiplatform_v1_evaluation_service_proto_goTypes = nil
  8997  	file_google_cloud_aiplatform_v1_evaluation_service_proto_depIdxs = nil
  8998  }