Class EvaluateInstancesResponse (3.42.0)

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`