Google Cloud Ai Platform V1 Client - Class EvaluateInstancesRequest (1.13.1)

Version latest

• 1.13.1 (latest)
• 1.13.0
• 1.12.0
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.0
• 1.7.0
• 1.6.0
• 1.5.0
• 1.4.0
• 1.3.0
• 1.2.0
• 1.1.0
• 1.0.0
• 0.39.0
• 0.38.0
• 0.37.1
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.2
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.13.0
• 0.12.0
• 0.11.1
• 0.10.0

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	ExactMatchInput Auto metric instances. Instances and metric spec for exact match metric.
↳ bleu_input	BleuInput Instances and metric spec for bleu metric.
↳ rouge_input	RougeInput Instances and metric spec for rouge metric.
↳ fluency_input	FluencyInput LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.
↳ coherence_input	CoherenceInput Input for coherence metric.
↳ safety_input	SafetyInput Input for safety metric.
↳ groundedness_input	GroundednessInput Input for groundedness metric.
↳ fulfillment_input	FulfillmentInput Input for fulfillment metric.
↳ summarization_quality_input	SummarizationQualityInput Input for summarization quality metric.
↳ pairwise_summarization_quality_input	PairwiseSummarizationQualityInput Input for pairwise summarization quality metric.
↳ summarization_helpfulness_input	SummarizationHelpfulnessInput Input for summarization helpfulness metric.
↳ summarization_verbosity_input	SummarizationVerbosityInput Input for summarization verbosity metric.
↳ question_answering_quality_input	QuestionAnsweringQualityInput Input for question answering quality metric.
↳ pairwise_question_answering_quality_input	PairwiseQuestionAnsweringQualityInput Input for pairwise question answering quality metric.
↳ question_answering_relevance_input	QuestionAnsweringRelevanceInput Input for question answering relevance metric.
↳ question_answering_helpfulness_input	QuestionAnsweringHelpfulnessInput Input for question answering helpfulness metric.
↳ question_answering_correctness_input	QuestionAnsweringCorrectnessInput Input for question answering correctness metric.
↳ pointwise_metric_input	PointwiseMetricInput Input for pointwise metric.
↳ pairwise_metric_input	PairwiseMetricInput Input for pairwise metric.
↳ tool_call_valid_input	ToolCallValidInput Tool call metric instances. Input for tool call valid metric.
↳ tool_name_match_input	ToolNameMatchInput Input for tool name match metric.
↳ tool_parameter_key_match_input	ToolParameterKeyMatchInput Input for tool parameter key match metric.
↳ tool_parameter_kv_match_input	ToolParameterKVMatchInput Input for tool parameter key value match metric.
↳ comet_input	CometInput Translation metrics. Input for Comet metric.
↳ metricx_input	MetricxInput Input for Metricx 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
ExactMatchInput|null

hasExactMatchInput

setExactMatchInput

Auto metric instances.

Instances and metric spec for exact match metric.

Parameter
Name	Description
var	ExactMatchInput

Returns
Type	Description
$this

getBleuInput

Instances and metric spec for bleu metric.

Returns
Type	Description
BleuInput|null

hasBleuInput

setBleuInput

Instances and metric spec for bleu metric.

Parameter
Name	Description
var	BleuInput

Returns
Type	Description
$this

getRougeInput

Instances and metric spec for rouge metric.

Returns
Type	Description
RougeInput|null

hasRougeInput

setRougeInput

Instances and metric spec for rouge metric.

Parameter
Name	Description
var	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
FluencyInput|null

hasFluencyInput

setFluencyInput

LLM-based metric instance.

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

Parameter
Name	Description
var	FluencyInput

Returns
Type	Description
$this

getCoherenceInput

Input for coherence metric.

Returns
Type	Description
CoherenceInput|null

hasCoherenceInput

setCoherenceInput

Input for coherence metric.

Parameter
Name	Description
var	CoherenceInput

Returns
Type	Description
$this

getSafetyInput

Input for safety metric.

Returns
Type	Description
SafetyInput|null

hasSafetyInput

setSafetyInput

Input for safety metric.

Parameter
Name	Description
var	SafetyInput

Returns
Type	Description
$this

getGroundednessInput

Input for groundedness metric.

Returns
Type	Description
GroundednessInput|null

hasGroundednessInput

setGroundednessInput

Input for groundedness metric.

Parameter
Name	Description
var	GroundednessInput

Returns
Type	Description
$this

getFulfillmentInput

Input for fulfillment metric.

Returns
Type	Description
FulfillmentInput|null

hasFulfillmentInput

setFulfillmentInput

Input for fulfillment metric.

Parameter
Name	Description
var	FulfillmentInput

Returns
Type	Description
$this

getSummarizationQualityInput

Input for summarization quality metric.

Returns
Type	Description
SummarizationQualityInput|null

hasSummarizationQualityInput

setSummarizationQualityInput

Input for summarization quality metric.

Parameter
Name	Description
var	SummarizationQualityInput

Returns
Type	Description
$this

getPairwiseSummarizationQualityInput

Input for pairwise summarization quality metric.

Returns
Type	Description
PairwiseSummarizationQualityInput|null

hasPairwiseSummarizationQualityInput

setPairwiseSummarizationQualityInput

Input for pairwise summarization quality metric.

Parameter
Name	Description
var	PairwiseSummarizationQualityInput

Returns
Type	Description
$this

getSummarizationHelpfulnessInput

Input for summarization helpfulness metric.

Returns
Type	Description
SummarizationHelpfulnessInput|null

hasSummarizationHelpfulnessInput

setSummarizationHelpfulnessInput

Input for summarization helpfulness metric.

Parameter
Name	Description
var	SummarizationHelpfulnessInput

Returns
Type	Description
$this

getSummarizationVerbosityInput

Input for summarization verbosity metric.

Returns
Type	Description
SummarizationVerbosityInput|null

hasSummarizationVerbosityInput

setSummarizationVerbosityInput

Input for summarization verbosity metric.

Parameter
Name	Description
var	SummarizationVerbosityInput

Returns
Type	Description
$this

getQuestionAnsweringQualityInput

Input for question answering quality metric.

Returns
Type	Description
QuestionAnsweringQualityInput|null

hasQuestionAnsweringQualityInput

setQuestionAnsweringQualityInput

Input for question answering quality metric.

Parameter
Name	Description
var	QuestionAnsweringQualityInput

Returns
Type	Description
$this

getPairwiseQuestionAnsweringQualityInput

Input for pairwise question answering quality metric.

Returns
Type	Description
PairwiseQuestionAnsweringQualityInput|null

hasPairwiseQuestionAnsweringQualityInput

setPairwiseQuestionAnsweringQualityInput

Input for pairwise question answering quality metric.

Parameter
Name	Description
var	PairwiseQuestionAnsweringQualityInput

Returns
Type	Description
$this

getQuestionAnsweringRelevanceInput

Input for question answering relevance metric.

Returns
Type	Description
QuestionAnsweringRelevanceInput|null

hasQuestionAnsweringRelevanceInput

setQuestionAnsweringRelevanceInput

Input for question answering relevance metric.

Parameter
Name	Description
var	QuestionAnsweringRelevanceInput

Returns
Type	Description
$this

getQuestionAnsweringHelpfulnessInput

Input for question answering helpfulness metric.

Returns
Type	Description
QuestionAnsweringHelpfulnessInput|null

hasQuestionAnsweringHelpfulnessInput

setQuestionAnsweringHelpfulnessInput

Input for question answering helpfulness metric.

Parameter
Name	Description
var	QuestionAnsweringHelpfulnessInput

Returns
Type	Description
$this

getQuestionAnsweringCorrectnessInput

Input for question answering correctness metric.

Returns
Type	Description
QuestionAnsweringCorrectnessInput|null

hasQuestionAnsweringCorrectnessInput

setQuestionAnsweringCorrectnessInput

Input for question answering correctness metric.

Parameter
Name	Description
var	QuestionAnsweringCorrectnessInput

Returns
Type	Description
$this

getPointwiseMetricInput

Input for pointwise metric.

Returns
Type	Description
PointwiseMetricInput|null

hasPointwiseMetricInput

setPointwiseMetricInput

Input for pointwise metric.

Parameter
Name	Description
var	PointwiseMetricInput

Returns
Type	Description
$this

getPairwiseMetricInput

Input for pairwise metric.

Returns
Type	Description
PairwiseMetricInput|null

hasPairwiseMetricInput

setPairwiseMetricInput

Input for pairwise metric.

Parameter
Name	Description
var	PairwiseMetricInput

Returns
Type	Description
$this

getToolCallValidInput

Tool call metric instances.

Input for tool call valid metric.

Returns
Type	Description
ToolCallValidInput|null

hasToolCallValidInput

setToolCallValidInput

Tool call metric instances.

Input for tool call valid metric.

Parameter
Name	Description
var	ToolCallValidInput

Returns
Type	Description
$this

getToolNameMatchInput

Input for tool name match metric.

Returns
Type	Description
ToolNameMatchInput|null

hasToolNameMatchInput

setToolNameMatchInput

Input for tool name match metric.

Parameter
Name	Description
var	ToolNameMatchInput

Returns
Type	Description
$this

getToolParameterKeyMatchInput

Input for tool parameter key match metric.

Returns
Type	Description
ToolParameterKeyMatchInput|null

hasToolParameterKeyMatchInput

setToolParameterKeyMatchInput

Input for tool parameter key match metric.

Parameter
Name	Description
var	ToolParameterKeyMatchInput

Returns
Type	Description
$this

getToolParameterKvMatchInput

Input for tool parameter key value match metric.

Returns
Type	Description
ToolParameterKVMatchInput|null

hasToolParameterKvMatchInput

setToolParameterKvMatchInput

Input for tool parameter key value match metric.

Parameter
Name	Description
var	ToolParameterKVMatchInput

Returns
Type	Description
$this

getCometInput

Translation metrics.

Input for Comet metric.

Returns
Type	Description
CometInput|null

hasCometInput

setCometInput

Translation metrics.

Input for Comet metric.

Parameter
Name	Description
var	CometInput

Returns
Type	Description
$this

getMetricxInput

Input for Metricx metric.

Returns
Type	Description
MetricxInput|null

hasMetricxInput

setMetricxInput

Input for Metricx metric.

Parameter
Name	Description
var	MetricxInput

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