Google Cloud Ai Platform V1 Client - Class EvaluateInstancesRequest (1.6.0)

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class EvaluateInstancesRequest.

Request message for EvaluationService.EvaluateInstances.

Generated from protobuf message google.cloud.aiplatform.v1.EvaluateInstancesRequest

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ exact_match_input	Google\Cloud\AIPlatform\V1\ExactMatchInput Auto metric instances. Instances and metric spec for exact match metric.
↳ bleu_input	Google\Cloud\AIPlatform\V1\BleuInput Instances and metric spec for bleu metric.
↳ rouge_input	Google\Cloud\AIPlatform\V1\RougeInput Instances and metric spec for rouge metric.
↳ fluency_input	Google\Cloud\AIPlatform\V1\FluencyInput LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.
↳ coherence_input	Google\Cloud\AIPlatform\V1\CoherenceInput Input for coherence metric.
↳ safety_input	Google\Cloud\AIPlatform\V1\SafetyInput Input for safety metric.
↳ groundedness_input	Google\Cloud\AIPlatform\V1\GroundednessInput Input for groundedness metric.
↳ fulfillment_input	Google\Cloud\AIPlatform\V1\FulfillmentInput Input for fulfillment metric.
↳ summarization_quality_input	Google\Cloud\AIPlatform\V1\SummarizationQualityInput Input for summarization quality metric.
↳ pairwise_summarization_quality_input	Google\Cloud\AIPlatform\V1\PairwiseSummarizationQualityInput Input for pairwise summarization quality metric.
↳ summarization_helpfulness_input	Google\Cloud\AIPlatform\V1\SummarizationHelpfulnessInput Input for summarization helpfulness metric.
↳ summarization_verbosity_input	Google\Cloud\AIPlatform\V1\SummarizationVerbosityInput Input for summarization verbosity metric.
↳ question_answering_quality_input	Google\Cloud\AIPlatform\V1\QuestionAnsweringQualityInput Input for question answering quality metric.
↳ pairwise_question_answering_quality_input	Google\Cloud\AIPlatform\V1\PairwiseQuestionAnsweringQualityInput Input for pairwise question answering quality metric.
↳ question_answering_relevance_input	Google\Cloud\AIPlatform\V1\QuestionAnsweringRelevanceInput Input for question answering relevance metric.
↳ question_answering_helpfulness_input	Google\Cloud\AIPlatform\V1\QuestionAnsweringHelpfulnessInput Input for question answering helpfulness metric.
↳ question_answering_correctness_input	Google\Cloud\AIPlatform\V1\QuestionAnsweringCorrectnessInput Input for question answering correctness metric.
↳ pointwise_metric_input	Google\Cloud\AIPlatform\V1\PointwiseMetricInput Input for pointwise metric.
↳ pairwise_metric_input	Google\Cloud\AIPlatform\V1\PairwiseMetricInput Input for pairwise metric.
↳ tool_call_valid_input	Google\Cloud\AIPlatform\V1\ToolCallValidInput Tool call metric instances. Input for tool call valid metric.
↳ tool_name_match_input	Google\Cloud\AIPlatform\V1\ToolNameMatchInput Input for tool name match metric.
↳ tool_parameter_key_match_input	Google\Cloud\AIPlatform\V1\ToolParameterKeyMatchInput Input for tool parameter key match metric.
↳ tool_parameter_kv_match_input	Google\Cloud\AIPlatform\V1\ToolParameterKVMatchInput Input for tool parameter key value match metric.
↳ location	string Required. The resource name of the Location to evaluate the instances. Format: projects/{project}/locations/{location}

getExactMatchInput

Auto metric instances.

Instances and metric spec for exact match metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ExactMatchInput|null

hasExactMatchInput

setExactMatchInput

Auto metric instances.

Instances and metric spec for exact match metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ExactMatchInput

Returns
Type	Description
$this

getBleuInput

Instances and metric spec for bleu metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\BleuInput|null

hasBleuInput

setBleuInput

Instances and metric spec for bleu metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\BleuInput

Returns
Type	Description
$this

getRougeInput

Instances and metric spec for rouge metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\RougeInput|null

hasRougeInput

setRougeInput

Instances and metric spec for rouge metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\RougeInput

Returns
Type	Description
$this

getFluencyInput

LLM-based metric instance.

General text generation metrics, applicable to other categories. Input for fluency metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\FluencyInput|null

hasFluencyInput

setFluencyInput

LLM-based metric instance.

General text generation metrics, applicable to other categories. Input for fluency metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\FluencyInput

Returns
Type	Description
$this

getCoherenceInput

Input for coherence metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\CoherenceInput|null

hasCoherenceInput

setCoherenceInput

Input for coherence metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\CoherenceInput

Returns
Type	Description
$this

getSafetyInput

Input for safety metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\SafetyInput|null

hasSafetyInput

setSafetyInput

Input for safety metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\SafetyInput

Returns
Type	Description
$this

getGroundednessInput

Input for groundedness metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\GroundednessInput|null

hasGroundednessInput

setGroundednessInput

Input for groundedness metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\GroundednessInput

Returns
Type	Description
$this

getFulfillmentInput

Input for fulfillment metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\FulfillmentInput|null

hasFulfillmentInput

setFulfillmentInput

Input for fulfillment metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\FulfillmentInput

Returns
Type	Description
$this

getSummarizationQualityInput

Input for summarization quality metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\SummarizationQualityInput|null

hasSummarizationQualityInput

setSummarizationQualityInput

Input for summarization quality metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\SummarizationQualityInput

Returns
Type	Description
$this

getPairwiseSummarizationQualityInput

Input for pairwise summarization quality metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\PairwiseSummarizationQualityInput|null

hasPairwiseSummarizationQualityInput

setPairwiseSummarizationQualityInput

Input for pairwise summarization quality metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\PairwiseSummarizationQualityInput

Returns
Type	Description
$this

getSummarizationHelpfulnessInput

Input for summarization helpfulness metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\SummarizationHelpfulnessInput|null

hasSummarizationHelpfulnessInput

setSummarizationHelpfulnessInput

Input for summarization helpfulness metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\SummarizationHelpfulnessInput

Returns
Type	Description
$this

getSummarizationVerbosityInput

Input for summarization verbosity metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\SummarizationVerbosityInput|null

hasSummarizationVerbosityInput

setSummarizationVerbosityInput

Input for summarization verbosity metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\SummarizationVerbosityInput

Returns
Type	Description
$this

getQuestionAnsweringQualityInput

Input for question answering quality metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\QuestionAnsweringQualityInput|null

hasQuestionAnsweringQualityInput

setQuestionAnsweringQualityInput

Input for question answering quality metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\QuestionAnsweringQualityInput

Returns
Type	Description
$this

getPairwiseQuestionAnsweringQualityInput

Input for pairwise question answering quality metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\PairwiseQuestionAnsweringQualityInput|null

hasPairwiseQuestionAnsweringQualityInput

setPairwiseQuestionAnsweringQualityInput

Input for pairwise question answering quality metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\PairwiseQuestionAnsweringQualityInput

Returns
Type	Description
$this

getQuestionAnsweringRelevanceInput

Input for question answering relevance metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\QuestionAnsweringRelevanceInput|null

hasQuestionAnsweringRelevanceInput

setQuestionAnsweringRelevanceInput

Input for question answering relevance metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\QuestionAnsweringRelevanceInput

Returns
Type	Description
$this

getQuestionAnsweringHelpfulnessInput

Input for question answering helpfulness metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\QuestionAnsweringHelpfulnessInput|null

hasQuestionAnsweringHelpfulnessInput

setQuestionAnsweringHelpfulnessInput

Input for question answering helpfulness metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\QuestionAnsweringHelpfulnessInput

Returns
Type	Description
$this

getQuestionAnsweringCorrectnessInput

Input for question answering correctness metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\QuestionAnsweringCorrectnessInput|null

hasQuestionAnsweringCorrectnessInput

setQuestionAnsweringCorrectnessInput

Input for question answering correctness metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\QuestionAnsweringCorrectnessInput

Returns
Type	Description
$this

getPointwiseMetricInput

Input for pointwise metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\PointwiseMetricInput|null

hasPointwiseMetricInput

setPointwiseMetricInput

Input for pointwise metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\PointwiseMetricInput

Returns
Type	Description
$this

getPairwiseMetricInput

Input for pairwise metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\PairwiseMetricInput|null

hasPairwiseMetricInput

setPairwiseMetricInput

Input for pairwise metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\PairwiseMetricInput

Returns
Type	Description
$this

getToolCallValidInput

Tool call metric instances.

Input for tool call valid metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ToolCallValidInput|null

hasToolCallValidInput

setToolCallValidInput

Tool call metric instances.

Input for tool call valid metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ToolCallValidInput

Returns
Type	Description
$this

getToolNameMatchInput

Input for tool name match metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ToolNameMatchInput|null

hasToolNameMatchInput

setToolNameMatchInput

Input for tool name match metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ToolNameMatchInput

Returns
Type	Description
$this

getToolParameterKeyMatchInput

Input for tool parameter key match metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ToolParameterKeyMatchInput|null

hasToolParameterKeyMatchInput

setToolParameterKeyMatchInput

Input for tool parameter key match metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ToolParameterKeyMatchInput

Returns
Type	Description
$this

getToolParameterKvMatchInput

Input for tool parameter key value match metric.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ToolParameterKVMatchInput|null

hasToolParameterKvMatchInput

setToolParameterKvMatchInput

Input for tool parameter key value match metric.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ToolParameterKVMatchInput

Returns
Type	Description
$this

getLocation

Required. The resource name of the Location to evaluate the instances.

Format: projects/{project}/locations/{location}

Returns
Type	Description
string

setLocation

Required. The resource name of the Location to evaluate the instances.

Format: projects/{project}/locations/{location}

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getMetricInputs

Returns
Type	Description
string