Class EvaluateInstancesResponse (3.41.0)

Version 3.41.0

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public final class EvaluateInstancesResponse extends GeneratedMessageV3 implements EvaluateInstancesResponseOrBuilder

Response message for EvaluationService.EvaluateInstances.

Protobuf type google.cloud.aiplatform.v1beta1.EvaluateInstancesResponse

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > EvaluateInstancesResponse

Implements

EvaluateInstancesResponseOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

BLEU_RESULTS_FIELD_NUMBER

public static final int BLEU_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

COHERENCE_RESULT_FIELD_NUMBER

public static final int COHERENCE_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

EXACT_MATCH_RESULTS_FIELD_NUMBER

public static final int EXACT_MATCH_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

FLUENCY_RESULT_FIELD_NUMBER

public static final int FLUENCY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

FULFILLMENT_RESULT_FIELD_NUMBER

public static final int FULFILLMENT_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

GROUNDEDNESS_RESULT_FIELD_NUMBER

public static final int GROUNDEDNESS_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

PAIRWISE_QUESTION_ANSWERING_QUALITY_RESULT_FIELD_NUMBER

public static final int PAIRWISE_QUESTION_ANSWERING_QUALITY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

PAIRWISE_SUMMARIZATION_QUALITY_RESULT_FIELD_NUMBER

public static final int PAIRWISE_SUMMARIZATION_QUALITY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

QUESTION_ANSWERING_CORRECTNESS_RESULT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_CORRECTNESS_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

QUESTION_ANSWERING_HELPFULNESS_RESULT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_HELPFULNESS_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

QUESTION_ANSWERING_QUALITY_RESULT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_QUALITY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

QUESTION_ANSWERING_RELEVANCE_RESULT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_RELEVANCE_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

RAG_CONTEXT_RECALL_RESULT_FIELD_NUMBER

public static final int RAG_CONTEXT_RECALL_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

RESPONSE_RECALL_RESULT_FIELD_NUMBER

public static final int RESPONSE_RECALL_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

ROUGE_RESULTS_FIELD_NUMBER

public static final int ROUGE_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

SAFETY_RESULT_FIELD_NUMBER

public static final int SAFETY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

SUMMARIZATION_HELPFULNESS_RESULT_FIELD_NUMBER

public static final int SUMMARIZATION_HELPFULNESS_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

SUMMARIZATION_QUALITY_RESULT_FIELD_NUMBER

public static final int SUMMARIZATION_QUALITY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

SUMMARIZATION_VERBOSITY_RESULT_FIELD_NUMBER

public static final int SUMMARIZATION_VERBOSITY_RESULT_FIELD_NUMBER

Field Value
Type	Description
int

TOOL_CALL_VALID_RESULTS_FIELD_NUMBER

public static final int TOOL_CALL_VALID_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

TOOL_NAME_MATCH_RESULTS_FIELD_NUMBER

public static final int TOOL_NAME_MATCH_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

TOOL_PARAMETER_KEY_MATCH_RESULTS_FIELD_NUMBER

public static final int TOOL_PARAMETER_KEY_MATCH_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

TOOL_PARAMETER_KV_MATCH_RESULTS_FIELD_NUMBER

public static final int TOOL_PARAMETER_KV_MATCH_RESULTS_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static EvaluateInstancesResponse getDefaultInstance()

Returns
Type	Description
EvaluateInstancesResponse

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static EvaluateInstancesResponse.Builder newBuilder()

Returns
Type	Description
EvaluateInstancesResponse.Builder

newBuilder(EvaluateInstancesResponse prototype)

public static EvaluateInstancesResponse.Builder newBuilder(EvaluateInstancesResponse prototype)

Parameter
Name	Description
prototype	EvaluateInstancesResponse

Returns
Type	Description
EvaluateInstancesResponse.Builder

parseDelimitedFrom(InputStream input)

public static EvaluateInstancesResponse parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static EvaluateInstancesResponse parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static EvaluateInstancesResponse parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static EvaluateInstancesResponse parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static EvaluateInstancesResponse parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static EvaluateInstancesResponse parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesResponse parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<EvaluateInstancesResponse> parser()

Returns
Type	Description
Parser<EvaluateInstancesResponse>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getBleuResults()

public BleuResults getBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResults	The bleuResults.

getBleuResultsOrBuilder()

public BleuResultsOrBuilder getBleuResultsOrBuilder()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResultsOrBuilder

getCoherenceResult()

public CoherenceResult getCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResult	The coherenceResult.

getCoherenceResultOrBuilder()

public CoherenceResultOrBuilder getCoherenceResultOrBuilder()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResultOrBuilder

getDefaultInstanceForType()

public EvaluateInstancesResponse getDefaultInstanceForType()

Returns
Type	Description
EvaluateInstancesResponse

getEvaluationResultsCase()

public EvaluateInstancesResponse.EvaluationResultsCase getEvaluationResultsCase()

Returns
Type	Description
EvaluateInstancesResponse.EvaluationResultsCase

getExactMatchResults()

public ExactMatchResults getExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResults	The exactMatchResults.

getExactMatchResultsOrBuilder()

public ExactMatchResultsOrBuilder getExactMatchResultsOrBuilder()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResultsOrBuilder

getFluencyResult()

public FluencyResult getFluencyResult()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResult	The fluencyResult.

getFluencyResultOrBuilder()

public FluencyResultOrBuilder getFluencyResultOrBuilder()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResultOrBuilder

getFulfillmentResult()

public FulfillmentResult getFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResult	The fulfillmentResult.

getFulfillmentResultOrBuilder()

public FulfillmentResultOrBuilder getFulfillmentResultOrBuilder()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResultOrBuilder

getGroundednessResult()

public GroundednessResult getGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResult	The groundednessResult.

getGroundednessResultOrBuilder()

public GroundednessResultOrBuilder getGroundednessResultOrBuilder()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResultOrBuilder

getPairwiseQuestionAnsweringQualityResult()

public PairwiseQuestionAnsweringQualityResult getPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResult	The pairwiseQuestionAnsweringQualityResult.

getPairwiseQuestionAnsweringQualityResultOrBuilder()

public PairwiseQuestionAnsweringQualityResultOrBuilder getPairwiseQuestionAnsweringQualityResultOrBuilder()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResultOrBuilder

getPairwiseSummarizationQualityResult()

public PairwiseSummarizationQualityResult getPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResult	The pairwiseSummarizationQualityResult.

getPairwiseSummarizationQualityResultOrBuilder()

public PairwiseSummarizationQualityResultOrBuilder getPairwiseSummarizationQualityResultOrBuilder()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResultOrBuilder

getParserForType()

public Parser<EvaluateInstancesResponse> getParserForType()

Returns
Type	Description
Parser<EvaluateInstancesResponse>

Overrides

GeneratedMessageV3.getParserForType()

getQuestionAnsweringCorrectnessResult()

public QuestionAnsweringCorrectnessResult getQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResult	The questionAnsweringCorrectnessResult.

getQuestionAnsweringCorrectnessResultOrBuilder()

public QuestionAnsweringCorrectnessResultOrBuilder getQuestionAnsweringCorrectnessResultOrBuilder()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResultOrBuilder

getQuestionAnsweringHelpfulnessResult()

public QuestionAnsweringHelpfulnessResult getQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResult	The questionAnsweringHelpfulnessResult.

getQuestionAnsweringHelpfulnessResultOrBuilder()

public QuestionAnsweringHelpfulnessResultOrBuilder getQuestionAnsweringHelpfulnessResultOrBuilder()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResultOrBuilder

getQuestionAnsweringQualityResult()

public QuestionAnsweringQualityResult getQuestionAnsweringQualityResult()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResult	The questionAnsweringQualityResult.

getQuestionAnsweringQualityResultOrBuilder()

public QuestionAnsweringQualityResultOrBuilder getQuestionAnsweringQualityResultOrBuilder()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResultOrBuilder

getQuestionAnsweringRelevanceResult()

public QuestionAnsweringRelevanceResult getQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResult	The questionAnsweringRelevanceResult.

getQuestionAnsweringRelevanceResultOrBuilder()

public QuestionAnsweringRelevanceResultOrBuilder getQuestionAnsweringRelevanceResultOrBuilder()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResultOrBuilder

getRagContextRecallResult()

public RagContextRecallResult getRagContextRecallResult()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
RagContextRecallResult	The ragContextRecallResult.

getRagContextRecallResultOrBuilder()

public RagContextRecallResultOrBuilder getRagContextRecallResultOrBuilder()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
RagContextRecallResultOrBuilder

getResponseRecallResult()

public ResponseRecallResult getResponseRecallResult()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
ResponseRecallResult	The responseRecallResult.

getResponseRecallResultOrBuilder()

public ResponseRecallResultOrBuilder getResponseRecallResultOrBuilder()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
ResponseRecallResultOrBuilder

getRougeResults()

public RougeResults getRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResults	The rougeResults.

getRougeResultsOrBuilder()

public RougeResultsOrBuilder getRougeResultsOrBuilder()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResultsOrBuilder

getSafetyResult()

public SafetyResult getSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResult	The safetyResult.

getSafetyResultOrBuilder()

public SafetyResultOrBuilder getSafetyResultOrBuilder()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResultOrBuilder

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getSummarizationHelpfulnessResult()

public SummarizationHelpfulnessResult getSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResult	The summarizationHelpfulnessResult.

getSummarizationHelpfulnessResultOrBuilder()

public SummarizationHelpfulnessResultOrBuilder getSummarizationHelpfulnessResultOrBuilder()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResultOrBuilder

getSummarizationQualityResult()

public SummarizationQualityResult getSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResult	The summarizationQualityResult.

getSummarizationQualityResultOrBuilder()

public SummarizationQualityResultOrBuilder getSummarizationQualityResultOrBuilder()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResultOrBuilder

getSummarizationVerbosityResult()

public SummarizationVerbosityResult getSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResult	The summarizationVerbosityResult.

getSummarizationVerbosityResultOrBuilder()

public SummarizationVerbosityResultOrBuilder getSummarizationVerbosityResultOrBuilder()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResultOrBuilder

getToolCallValidResults()

public ToolCallValidResults getToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResults	The toolCallValidResults.

getToolCallValidResultsOrBuilder()

public ToolCallValidResultsOrBuilder getToolCallValidResultsOrBuilder()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResultsOrBuilder

getToolNameMatchResults()

public ToolNameMatchResults getToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResults	The toolNameMatchResults.

getToolNameMatchResultsOrBuilder()

public ToolNameMatchResultsOrBuilder getToolNameMatchResultsOrBuilder()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResultsOrBuilder

getToolParameterKeyMatchResults()

public ToolParameterKeyMatchResults getToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResults	The toolParameterKeyMatchResults.

getToolParameterKeyMatchResultsOrBuilder()

public ToolParameterKeyMatchResultsOrBuilder getToolParameterKeyMatchResultsOrBuilder()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResultsOrBuilder

getToolParameterKvMatchResults()

public ToolParameterKVMatchResults getToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResults	The toolParameterKvMatchResults.

getToolParameterKvMatchResultsOrBuilder()

public ToolParameterKVMatchResultsOrBuilder getToolParameterKvMatchResultsOrBuilder()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResultsOrBuilder

hasBleuResults()

public boolean hasBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
boolean	Whether the bleuResults field is set.

hasCoherenceResult()

public boolean hasCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
boolean	Whether the coherenceResult field is set.

hasExactMatchResults()

public boolean hasExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
boolean	Whether the exactMatchResults field is set.

hasFluencyResult()

public boolean hasFluencyResult()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
boolean	Whether the fluencyResult field is set.

hasFulfillmentResult()

public boolean hasFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
boolean	Whether the fulfillmentResult field is set.

hasGroundednessResult()

public boolean hasGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
boolean	Whether the groundednessResult field is set.

hasPairwiseQuestionAnsweringQualityResult()

public boolean hasPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
boolean	Whether the pairwiseQuestionAnsweringQualityResult field is set.

hasPairwiseSummarizationQualityResult()

public boolean hasPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
boolean	Whether the pairwiseSummarizationQualityResult field is set.

hasQuestionAnsweringCorrectnessResult()

public boolean hasQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
boolean	Whether the questionAnsweringCorrectnessResult field is set.

hasQuestionAnsweringHelpfulnessResult()

public boolean hasQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
boolean	Whether the questionAnsweringHelpfulnessResult field is set.

hasQuestionAnsweringQualityResult()

public boolean hasQuestionAnsweringQualityResult()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
boolean	Whether the questionAnsweringQualityResult field is set.

hasQuestionAnsweringRelevanceResult()

public boolean hasQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
boolean	Whether the questionAnsweringRelevanceResult field is set.

hasRagContextRecallResult()

public boolean hasRagContextRecallResult()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
boolean	Whether the ragContextRecallResult field is set.

hasResponseRecallResult()

public boolean hasResponseRecallResult()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
boolean	Whether the responseRecallResult field is set.

hasRougeResults()

public boolean hasRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
boolean	Whether the rougeResults field is set.

hasSafetyResult()

public boolean hasSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
boolean	Whether the safetyResult field is set.

hasSummarizationHelpfulnessResult()

public boolean hasSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
boolean	Whether the summarizationHelpfulnessResult field is set.

hasSummarizationQualityResult()

public boolean hasSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
boolean	Whether the summarizationQualityResult field is set.

hasSummarizationVerbosityResult()

public boolean hasSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
boolean	Whether the summarizationVerbosityResult field is set.

hasToolCallValidResults()

public boolean hasToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
boolean	Whether the toolCallValidResults field is set.

hasToolNameMatchResults()

public boolean hasToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
boolean	Whether the toolNameMatchResults field is set.

hasToolParameterKeyMatchResults()

public boolean hasToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
boolean	Whether the toolParameterKeyMatchResults field is set.

hasToolParameterKvMatchResults()

public boolean hasToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
boolean	Whether the toolParameterKvMatchResults field is set.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public EvaluateInstancesResponse.Builder newBuilderForType()

Returns
Type	Description
EvaluateInstancesResponse.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected EvaluateInstancesResponse.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public EvaluateInstancesResponse.Builder toBuilder()

Returns
Type	Description
EvaluateInstancesResponse.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException