Class EvaluateInstancesRequest (3.40.0)

public final class EvaluateInstancesRequest extends GeneratedMessageV3 implements EvaluateInstancesRequestOrBuilder

Request message for EvaluationService.EvaluateInstances.

Protobuf type google.cloud.aiplatform.v1beta1.EvaluateInstancesRequest

Inheritance

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

Implements

EvaluateInstancesRequestOrBuilder

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_INPUT_FIELD_NUMBER

public static final int BLEU_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

COHERENCE_INPUT_FIELD_NUMBER

public static final int COHERENCE_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

EXACT_MATCH_INPUT_FIELD_NUMBER

public static final int EXACT_MATCH_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

FLUENCY_INPUT_FIELD_NUMBER

public static final int FLUENCY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

FULFILLMENT_INPUT_FIELD_NUMBER

public static final int FULFILLMENT_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

GROUNDEDNESS_INPUT_FIELD_NUMBER

public static final int GROUNDEDNESS_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

LOCATION_FIELD_NUMBER

public static final int LOCATION_FIELD_NUMBER

Field Value
Type	Description
`int`

PAIRWISE_QUESTION_ANSWERING_QUALITY_INPUT_FIELD_NUMBER

public static final int PAIRWISE_QUESTION_ANSWERING_QUALITY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

PAIRWISE_SUMMARIZATION_QUALITY_INPUT_FIELD_NUMBER

public static final int PAIRWISE_SUMMARIZATION_QUALITY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

QUESTION_ANSWERING_CORRECTNESS_INPUT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_CORRECTNESS_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

QUESTION_ANSWERING_HELPFULNESS_INPUT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_HELPFULNESS_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

QUESTION_ANSWERING_QUALITY_INPUT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_QUALITY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

QUESTION_ANSWERING_RELEVANCE_INPUT_FIELD_NUMBER

public static final int QUESTION_ANSWERING_RELEVANCE_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

RAG_CONTEXT_RECALL_INPUT_FIELD_NUMBER

public static final int RAG_CONTEXT_RECALL_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

RESPONSE_RECALL_INPUT_FIELD_NUMBER

public static final int RESPONSE_RECALL_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

ROUGE_INPUT_FIELD_NUMBER

public static final int ROUGE_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

SAFETY_INPUT_FIELD_NUMBER

public static final int SAFETY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

SUMMARIZATION_HELPFULNESS_INPUT_FIELD_NUMBER

public static final int SUMMARIZATION_HELPFULNESS_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

SUMMARIZATION_QUALITY_INPUT_FIELD_NUMBER

public static final int SUMMARIZATION_QUALITY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

SUMMARIZATION_VERBOSITY_INPUT_FIELD_NUMBER

public static final int SUMMARIZATION_VERBOSITY_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_CALL_VALID_INPUT_FIELD_NUMBER

public static final int TOOL_CALL_VALID_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_NAME_MATCH_INPUT_FIELD_NUMBER

public static final int TOOL_NAME_MATCH_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_PARAMETER_KEY_MATCH_INPUT_FIELD_NUMBER

public static final int TOOL_PARAMETER_KEY_MATCH_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_PARAMETER_KV_MATCH_INPUT_FIELD_NUMBER

public static final int TOOL_PARAMETER_KV_MATCH_INPUT_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static EvaluateInstancesRequest getDefaultInstance()

Returns
Type	Description
`EvaluateInstancesRequest`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

public static EvaluateInstancesRequest.Builder newBuilder()

Returns
Type	Description
`EvaluateInstancesRequest.Builder`

newBuilder(EvaluateInstancesRequest prototype)

public static EvaluateInstancesRequest.Builder newBuilder(EvaluateInstancesRequest prototype)

Parameter
Name	Description
`prototype`	`EvaluateInstancesRequest`

Returns
Type	Description
`EvaluateInstancesRequest.Builder`

parseDelimitedFrom(InputStream input)

public static EvaluateInstancesRequest parseDelimitedFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesRequest parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static EvaluateInstancesRequest parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static EvaluateInstancesRequest parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesRequest parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static EvaluateInstancesRequest parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesRequest parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

public static EvaluateInstancesRequest parseFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesRequest parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static EvaluateInstancesRequest parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static EvaluateInstancesRequest parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`EvaluateInstancesRequest`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<EvaluateInstancesRequest> parser()

Returns
Type	Description
`Parser<EvaluateInstancesRequest>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getBleuInput()

public BleuInput getBleuInput()

Instances and metric spec for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuInput bleu_input = 3;

Returns
Type	Description
`BleuInput`	The bleuInput.

getBleuInputOrBuilder()

public BleuInputOrBuilder getBleuInputOrBuilder()

Instances and metric spec for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuInput bleu_input = 3;

Returns
Type	Description
`BleuInputOrBuilder`

getCoherenceInput()

public CoherenceInput getCoherenceInput()

Input for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceInput coherence_input = 6;

Returns
Type	Description
`CoherenceInput`	The coherenceInput.

getCoherenceInputOrBuilder()

public CoherenceInputOrBuilder getCoherenceInputOrBuilder()

Input for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceInput coherence_input = 6;

Returns
Type	Description
`CoherenceInputOrBuilder`

getDefaultInstanceForType()

public EvaluateInstancesRequest getDefaultInstanceForType()

Returns
Type	Description
`EvaluateInstancesRequest`

getExactMatchInput()

public ExactMatchInput getExactMatchInput()

Auto metric instances. Instances and metric spec for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchInput exact_match_input = 2;

Returns
Type	Description
`ExactMatchInput`	The exactMatchInput.

getExactMatchInputOrBuilder()

public ExactMatchInputOrBuilder getExactMatchInputOrBuilder()

Auto metric instances. Instances and metric spec for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchInput exact_match_input = 2;

Returns
Type	Description
`ExactMatchInputOrBuilder`

getFluencyInput()

public FluencyInput getFluencyInput()

LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyInput fluency_input = 5;

Returns
Type	Description
`FluencyInput`	The fluencyInput.

getFluencyInputOrBuilder()

public FluencyInputOrBuilder getFluencyInputOrBuilder()

LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyInput fluency_input = 5;

Returns
Type	Description
`FluencyInputOrBuilder`

getFulfillmentInput()

public FulfillmentInput getFulfillmentInput()

Input for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentInput fulfillment_input = 12;

Returns
Type	Description
`FulfillmentInput`	The fulfillmentInput.

getFulfillmentInputOrBuilder()

public FulfillmentInputOrBuilder getFulfillmentInputOrBuilder()

Input for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentInput fulfillment_input = 12;

Returns
Type	Description
`FulfillmentInputOrBuilder`

getGroundednessInput()

public GroundednessInput getGroundednessInput()

Input for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessInput groundedness_input = 9;

Returns
Type	Description
`GroundednessInput`	The groundednessInput.

getGroundednessInputOrBuilder()

public GroundednessInputOrBuilder getGroundednessInputOrBuilder()

Input for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessInput groundedness_input = 9;

Returns
Type	Description
`GroundednessInputOrBuilder`

getLocation()

public String getLocation()

Required. The resource name of the Location to evaluate the instances. Format: projects/{project}/locations/{location}

string location = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns
Type	Description
`String`	The location.

getLocationBytes()

public ByteString getLocationBytes()

Required. The resource name of the Location to evaluate the instances. Format: projects/{project}/locations/{location}

string location = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns
Type	Description
`ByteString`	The bytes for location.

getMetricInputsCase()

public EvaluateInstancesRequest.MetricInputsCase getMetricInputsCase()

Returns
Type	Description
`EvaluateInstancesRequest.MetricInputsCase`

getPairwiseQuestionAnsweringQualityInput()

public PairwiseQuestionAnsweringQualityInput getPairwiseQuestionAnsweringQualityInput()

Input for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityInput pairwise_question_answering_quality_input = 24;

Returns
Type	Description
`PairwiseQuestionAnsweringQualityInput`	The pairwiseQuestionAnsweringQualityInput.

getPairwiseQuestionAnsweringQualityInputOrBuilder()

public PairwiseQuestionAnsweringQualityInputOrBuilder getPairwiseQuestionAnsweringQualityInputOrBuilder()

Input for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityInput pairwise_question_answering_quality_input = 24;

Returns
Type	Description
`PairwiseQuestionAnsweringQualityInputOrBuilder`

getPairwiseSummarizationQualityInput()

public PairwiseSummarizationQualityInput getPairwiseSummarizationQualityInput()

Input for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityInput pairwise_summarization_quality_input = 23;

Returns
Type	Description
`PairwiseSummarizationQualityInput`	The pairwiseSummarizationQualityInput.

getPairwiseSummarizationQualityInputOrBuilder()

public PairwiseSummarizationQualityInputOrBuilder getPairwiseSummarizationQualityInputOrBuilder()

Input for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityInput pairwise_summarization_quality_input = 23;

Returns
Type	Description
`PairwiseSummarizationQualityInputOrBuilder`

getParserForType()

public Parser<EvaluateInstancesRequest> getParserForType()

Returns
Type	Description
`Parser<EvaluateInstancesRequest>`

Overrides

GeneratedMessageV3.getParserForType()

getQuestionAnsweringCorrectnessInput()

public QuestionAnsweringCorrectnessInput getQuestionAnsweringCorrectnessInput()

Input for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessInput question_answering_correctness_input = 18;

Returns
Type	Description
`QuestionAnsweringCorrectnessInput`	The questionAnsweringCorrectnessInput.

getQuestionAnsweringCorrectnessInputOrBuilder()

public QuestionAnsweringCorrectnessInputOrBuilder getQuestionAnsweringCorrectnessInputOrBuilder()

Input for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessInput question_answering_correctness_input = 18;

Returns
Type	Description
`QuestionAnsweringCorrectnessInputOrBuilder`

getQuestionAnsweringHelpfulnessInput()

public QuestionAnsweringHelpfulnessInput getQuestionAnsweringHelpfulnessInput()

Input for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessInput question_answering_helpfulness_input = 17;

Returns
Type	Description
`QuestionAnsweringHelpfulnessInput`	The questionAnsweringHelpfulnessInput.

getQuestionAnsweringHelpfulnessInputOrBuilder()

public QuestionAnsweringHelpfulnessInputOrBuilder getQuestionAnsweringHelpfulnessInputOrBuilder()

Input for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessInput question_answering_helpfulness_input = 17;

Returns
Type	Description
`QuestionAnsweringHelpfulnessInputOrBuilder`

getQuestionAnsweringQualityInput()

public QuestionAnsweringQualityInput getQuestionAnsweringQualityInput()

Input for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityInput question_answering_quality_input = 10;

Returns
Type	Description
`QuestionAnsweringQualityInput`	The questionAnsweringQualityInput.

getQuestionAnsweringQualityInputOrBuilder()

public QuestionAnsweringQualityInputOrBuilder getQuestionAnsweringQualityInputOrBuilder()

Input for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityInput question_answering_quality_input = 10;

Returns
Type	Description
`QuestionAnsweringQualityInputOrBuilder`

getQuestionAnsweringRelevanceInput()

public QuestionAnsweringRelevanceInput getQuestionAnsweringRelevanceInput()

Input for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceInput question_answering_relevance_input = 16;

Returns
Type	Description
`QuestionAnsweringRelevanceInput`	The questionAnsweringRelevanceInput.

getQuestionAnsweringRelevanceInputOrBuilder()

public QuestionAnsweringRelevanceInputOrBuilder getQuestionAnsweringRelevanceInputOrBuilder()

Input for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceInput question_answering_relevance_input = 16;

Returns
Type	Description
`QuestionAnsweringRelevanceInputOrBuilder`

getRagContextRecallInput()

public RagContextRecallInput getRagContextRecallInput()

Input for rag context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallInput rag_context_recall_input = 11;

Returns
Type	Description
`RagContextRecallInput`	The ragContextRecallInput.

getRagContextRecallInputOrBuilder()

public RagContextRecallInputOrBuilder getRagContextRecallInputOrBuilder()

Input for rag context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallInput rag_context_recall_input = 11;

Returns
Type	Description
`RagContextRecallInputOrBuilder`

getResponseRecallInput()

public ResponseRecallInput getResponseRecallInput()

Input for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallInput response_recall_input = 13;

Returns
Type	Description
`ResponseRecallInput`	The responseRecallInput.

getResponseRecallInputOrBuilder()

public ResponseRecallInputOrBuilder getResponseRecallInputOrBuilder()

Input for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallInput response_recall_input = 13;

Returns
Type	Description
`ResponseRecallInputOrBuilder`

getRougeInput()

public RougeInput getRougeInput()

Instances and metric spec for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeInput rouge_input = 4;

Returns
Type	Description
`RougeInput`	The rougeInput.

getRougeInputOrBuilder()

public RougeInputOrBuilder getRougeInputOrBuilder()

Instances and metric spec for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeInput rouge_input = 4;

Returns
Type	Description
`RougeInputOrBuilder`

getSafetyInput()

public SafetyInput getSafetyInput()

Input for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyInput safety_input = 8;

Returns
Type	Description
`SafetyInput`	The safetyInput.

getSafetyInputOrBuilder()

public SafetyInputOrBuilder getSafetyInputOrBuilder()

Input for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyInput safety_input = 8;

Returns
Type	Description
`SafetyInputOrBuilder`

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

getSummarizationHelpfulnessInput()

public SummarizationHelpfulnessInput getSummarizationHelpfulnessInput()

Input for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessInput summarization_helpfulness_input = 14;

Returns
Type	Description
`SummarizationHelpfulnessInput`	The summarizationHelpfulnessInput.

getSummarizationHelpfulnessInputOrBuilder()

public SummarizationHelpfulnessInputOrBuilder getSummarizationHelpfulnessInputOrBuilder()

Input for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessInput summarization_helpfulness_input = 14;

Returns
Type	Description
`SummarizationHelpfulnessInputOrBuilder`

getSummarizationQualityInput()

public SummarizationQualityInput getSummarizationQualityInput()

Input for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityInput summarization_quality_input = 7;

Returns
Type	Description
`SummarizationQualityInput`	The summarizationQualityInput.

getSummarizationQualityInputOrBuilder()

public SummarizationQualityInputOrBuilder getSummarizationQualityInputOrBuilder()

Input for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityInput summarization_quality_input = 7;

Returns
Type	Description
`SummarizationQualityInputOrBuilder`

getSummarizationVerbosityInput()

public SummarizationVerbosityInput getSummarizationVerbosityInput()

Input for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityInput summarization_verbosity_input = 15;

Returns
Type	Description
`SummarizationVerbosityInput`	The summarizationVerbosityInput.

getSummarizationVerbosityInputOrBuilder()

public SummarizationVerbosityInputOrBuilder getSummarizationVerbosityInputOrBuilder()

Input for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityInput summarization_verbosity_input = 15;

Returns
Type	Description
`SummarizationVerbosityInputOrBuilder`

getToolCallValidInput()

public ToolCallValidInput getToolCallValidInput()

Tool call metric instances. Input for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidInput tool_call_valid_input = 19;

Returns
Type	Description
`ToolCallValidInput`	The toolCallValidInput.

getToolCallValidInputOrBuilder()

public ToolCallValidInputOrBuilder getToolCallValidInputOrBuilder()

Tool call metric instances. Input for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidInput tool_call_valid_input = 19;

Returns
Type	Description
`ToolCallValidInputOrBuilder`

getToolNameMatchInput()

public ToolNameMatchInput getToolNameMatchInput()

Input for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchInput tool_name_match_input = 20;

Returns
Type	Description
`ToolNameMatchInput`	The toolNameMatchInput.

getToolNameMatchInputOrBuilder()

public ToolNameMatchInputOrBuilder getToolNameMatchInputOrBuilder()

Input for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchInput tool_name_match_input = 20;

Returns
Type	Description
`ToolNameMatchInputOrBuilder`

getToolParameterKeyMatchInput()

public ToolParameterKeyMatchInput getToolParameterKeyMatchInput()

Input for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchInput tool_parameter_key_match_input = 21;

Returns
Type	Description
`ToolParameterKeyMatchInput`	The toolParameterKeyMatchInput.

getToolParameterKeyMatchInputOrBuilder()

public ToolParameterKeyMatchInputOrBuilder getToolParameterKeyMatchInputOrBuilder()

Input for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchInput tool_parameter_key_match_input = 21;

Returns
Type	Description
`ToolParameterKeyMatchInputOrBuilder`

getToolParameterKvMatchInput()

public ToolParameterKVMatchInput getToolParameterKvMatchInput()

Input for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchInput tool_parameter_kv_match_input = 22;

Returns
Type	Description
`ToolParameterKVMatchInput`	The toolParameterKvMatchInput.

getToolParameterKvMatchInputOrBuilder()

public ToolParameterKVMatchInputOrBuilder getToolParameterKvMatchInputOrBuilder()

Input for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchInput tool_parameter_kv_match_input = 22;

Returns
Type	Description
`ToolParameterKVMatchInputOrBuilder`

hasBleuInput()

public boolean hasBleuInput()

Instances and metric spec for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuInput bleu_input = 3;

Returns
Type	Description
`boolean`	Whether the bleuInput field is set.

hasCoherenceInput()

public boolean hasCoherenceInput()

Input for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceInput coherence_input = 6;

Returns
Type	Description
`boolean`	Whether the coherenceInput field is set.

hasExactMatchInput()

public boolean hasExactMatchInput()

Auto metric instances. Instances and metric spec for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchInput exact_match_input = 2;

Returns
Type	Description
`boolean`	Whether the exactMatchInput field is set.

hasFluencyInput()

public boolean hasFluencyInput()

LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyInput fluency_input = 5;

Returns
Type	Description
`boolean`	Whether the fluencyInput field is set.

hasFulfillmentInput()

public boolean hasFulfillmentInput()

Input for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentInput fulfillment_input = 12;

Returns
Type	Description
`boolean`	Whether the fulfillmentInput field is set.

hasGroundednessInput()

public boolean hasGroundednessInput()

Input for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessInput groundedness_input = 9;

Returns
Type	Description
`boolean`	Whether the groundednessInput field is set.

hasPairwiseQuestionAnsweringQualityInput()

public boolean hasPairwiseQuestionAnsweringQualityInput()

Input for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityInput pairwise_question_answering_quality_input = 24;

Returns
Type	Description
`boolean`	Whether the pairwiseQuestionAnsweringQualityInput field is set.

hasPairwiseSummarizationQualityInput()

public boolean hasPairwiseSummarizationQualityInput()

Input for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityInput pairwise_summarization_quality_input = 23;

Returns
Type	Description
`boolean`	Whether the pairwiseSummarizationQualityInput field is set.

hasQuestionAnsweringCorrectnessInput()

public boolean hasQuestionAnsweringCorrectnessInput()

Input for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessInput question_answering_correctness_input = 18;

Returns
Type	Description
`boolean`	Whether the questionAnsweringCorrectnessInput field is set.

hasQuestionAnsweringHelpfulnessInput()

public boolean hasQuestionAnsweringHelpfulnessInput()

Input for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessInput question_answering_helpfulness_input = 17;

Returns
Type	Description
`boolean`	Whether the questionAnsweringHelpfulnessInput field is set.

hasQuestionAnsweringQualityInput()

public boolean hasQuestionAnsweringQualityInput()

Input for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityInput question_answering_quality_input = 10;

Returns
Type	Description
`boolean`	Whether the questionAnsweringQualityInput field is set.

hasQuestionAnsweringRelevanceInput()

public boolean hasQuestionAnsweringRelevanceInput()

Input for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceInput question_answering_relevance_input = 16;

Returns
Type	Description
`boolean`	Whether the questionAnsweringRelevanceInput field is set.

hasRagContextRecallInput()

public boolean hasRagContextRecallInput()

Input for rag context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallInput rag_context_recall_input = 11;

Returns
Type	Description
`boolean`	Whether the ragContextRecallInput field is set.

hasResponseRecallInput()

public boolean hasResponseRecallInput()

Input for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallInput response_recall_input = 13;

Returns
Type	Description
`boolean`	Whether the responseRecallInput field is set.

hasRougeInput()

public boolean hasRougeInput()

Instances and metric spec for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeInput rouge_input = 4;

Returns
Type	Description
`boolean`	Whether the rougeInput field is set.

hasSafetyInput()

public boolean hasSafetyInput()

Input for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyInput safety_input = 8;

Returns
Type	Description
`boolean`	Whether the safetyInput field is set.

hasSummarizationHelpfulnessInput()

public boolean hasSummarizationHelpfulnessInput()

Input for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessInput summarization_helpfulness_input = 14;

Returns
Type	Description
`boolean`	Whether the summarizationHelpfulnessInput field is set.

hasSummarizationQualityInput()

public boolean hasSummarizationQualityInput()

Input for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityInput summarization_quality_input = 7;

Returns
Type	Description
`boolean`	Whether the summarizationQualityInput field is set.

hasSummarizationVerbosityInput()

public boolean hasSummarizationVerbosityInput()

Input for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityInput summarization_verbosity_input = 15;

Returns
Type	Description
`boolean`	Whether the summarizationVerbosityInput field is set.

hasToolCallValidInput()

public boolean hasToolCallValidInput()

Tool call metric instances. Input for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidInput tool_call_valid_input = 19;

Returns
Type	Description
`boolean`	Whether the toolCallValidInput field is set.

hasToolNameMatchInput()

public boolean hasToolNameMatchInput()

Input for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchInput tool_name_match_input = 20;

Returns
Type	Description
`boolean`	Whether the toolNameMatchInput field is set.

hasToolParameterKeyMatchInput()

public boolean hasToolParameterKeyMatchInput()

Input for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchInput tool_parameter_key_match_input = 21;

Returns
Type	Description
`boolean`	Whether the toolParameterKeyMatchInput field is set.

hasToolParameterKvMatchInput()

public boolean hasToolParameterKvMatchInput()

Input for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchInput tool_parameter_kv_match_input = 22;

Returns
Type	Description
`boolean`	Whether the toolParameterKvMatchInput 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 EvaluateInstancesRequest.Builder newBuilderForType()

Returns
Type	Description
`EvaluateInstancesRequest.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected EvaluateInstancesRequest.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`EvaluateInstancesRequest.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 EvaluateInstancesRequest.Builder toBuilder()

Returns
Type	Description
`EvaluateInstancesRequest.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`