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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::EvaluateInstancesRequest.
Request message for EvaluationService.EvaluateInstances.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#bleu_input
def bleu_input() -> ::Google::Cloud::AIPlatform::V1::BleuInput
Returns
- (::Google::Cloud::AIPlatform::V1::BleuInput) — Instances and metric spec for bleu metric.
#bleu_input=
def bleu_input=(value) -> ::Google::Cloud::AIPlatform::V1::BleuInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::BleuInput) — Instances and metric spec for bleu metric.
Returns
- (::Google::Cloud::AIPlatform::V1::BleuInput) — Instances and metric spec for bleu metric.
#coherence_input
def coherence_input() -> ::Google::Cloud::AIPlatform::V1::CoherenceInput
Returns
- (::Google::Cloud::AIPlatform::V1::CoherenceInput) — Input for coherence metric.
#coherence_input=
def coherence_input=(value) -> ::Google::Cloud::AIPlatform::V1::CoherenceInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::CoherenceInput) — Input for coherence metric.
Returns
- (::Google::Cloud::AIPlatform::V1::CoherenceInput) — Input for coherence metric.
#exact_match_input
def exact_match_input() -> ::Google::Cloud::AIPlatform::V1::ExactMatchInput
Returns
- (::Google::Cloud::AIPlatform::V1::ExactMatchInput) — Auto metric instances. Instances and metric spec for exact match metric.
#exact_match_input=
def exact_match_input=(value) -> ::Google::Cloud::AIPlatform::V1::ExactMatchInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::ExactMatchInput) — Auto metric instances. Instances and metric spec for exact match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ExactMatchInput) — Auto metric instances. Instances and metric spec for exact match metric.
#fluency_input
def fluency_input() -> ::Google::Cloud::AIPlatform::V1::FluencyInput
Returns
- (::Google::Cloud::AIPlatform::V1::FluencyInput) — LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.
#fluency_input=
def fluency_input=(value) -> ::Google::Cloud::AIPlatform::V1::FluencyInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::FluencyInput) — LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.
Returns
- (::Google::Cloud::AIPlatform::V1::FluencyInput) — LLM-based metric instance. General text generation metrics, applicable to other categories. Input for fluency metric.
#fulfillment_input
def fulfillment_input() -> ::Google::Cloud::AIPlatform::V1::FulfillmentInput
Returns
- (::Google::Cloud::AIPlatform::V1::FulfillmentInput) — Input for fulfillment metric.
#fulfillment_input=
def fulfillment_input=(value) -> ::Google::Cloud::AIPlatform::V1::FulfillmentInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::FulfillmentInput) — Input for fulfillment metric.
Returns
- (::Google::Cloud::AIPlatform::V1::FulfillmentInput) — Input for fulfillment metric.
#groundedness_input
def groundedness_input() -> ::Google::Cloud::AIPlatform::V1::GroundednessInput
Returns
- (::Google::Cloud::AIPlatform::V1::GroundednessInput) — Input for groundedness metric.
#groundedness_input=
def groundedness_input=(value) -> ::Google::Cloud::AIPlatform::V1::GroundednessInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::GroundednessInput) — Input for groundedness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::GroundednessInput) — Input for groundedness metric.
#location
def location() -> ::String
Returns
-
(::String) — Required. The resource name of the Location to evaluate the instances.
Format:
projects/{project}/locations/{location}
#location=
def location=(value) -> ::String
Parameter
-
value (::String) — Required. The resource name of the Location to evaluate the instances.
Format:
projects/{project}/locations/{location}
Returns
-
(::String) — Required. The resource name of the Location to evaluate the instances.
Format:
projects/{project}/locations/{location}
#pairwise_metric_input
def pairwise_metric_input() -> ::Google::Cloud::AIPlatform::V1::PairwiseMetricInput
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseMetricInput) — Input for pairwise metric.
#pairwise_metric_input=
def pairwise_metric_input=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseMetricInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseMetricInput) — Input for pairwise metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseMetricInput) — Input for pairwise metric.
#pairwise_question_answering_quality_input
def pairwise_question_answering_quality_input() -> ::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityInput
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityInput) — Input for pairwise question answering quality metric.
#pairwise_question_answering_quality_input=
def pairwise_question_answering_quality_input=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityInput) — Input for pairwise question answering quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityInput) — Input for pairwise question answering quality metric.
#pairwise_summarization_quality_input
def pairwise_summarization_quality_input() -> ::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityInput
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityInput) — Input for pairwise summarization quality metric.
#pairwise_summarization_quality_input=
def pairwise_summarization_quality_input=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityInput) — Input for pairwise summarization quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityInput) — Input for pairwise summarization quality metric.
#pointwise_metric_input
def pointwise_metric_input() -> ::Google::Cloud::AIPlatform::V1::PointwiseMetricInput
Returns
- (::Google::Cloud::AIPlatform::V1::PointwiseMetricInput) — Input for pointwise metric.
#pointwise_metric_input=
def pointwise_metric_input=(value) -> ::Google::Cloud::AIPlatform::V1::PointwiseMetricInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::PointwiseMetricInput) — Input for pointwise metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PointwiseMetricInput) — Input for pointwise metric.
#question_answering_correctness_input
def question_answering_correctness_input() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessInput
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessInput) — Input for question answering correctness metric.
#question_answering_correctness_input=
def question_answering_correctness_input=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessInput) — Input for question answering correctness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessInput) — Input for question answering correctness metric.
#question_answering_helpfulness_input
def question_answering_helpfulness_input() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessInput
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessInput) — Input for question answering helpfulness metric.
#question_answering_helpfulness_input=
def question_answering_helpfulness_input=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessInput) — Input for question answering helpfulness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessInput) — Input for question answering helpfulness metric.
#question_answering_quality_input
def question_answering_quality_input() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityInput
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityInput) — Input for question answering quality metric.
#question_answering_quality_input=
def question_answering_quality_input=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityInput) — Input for question answering quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityInput) — Input for question answering quality metric.
#question_answering_relevance_input
def question_answering_relevance_input() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceInput
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceInput) — Input for question answering relevance metric.
#question_answering_relevance_input=
def question_answering_relevance_input=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceInput) — Input for question answering relevance metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceInput) — Input for question answering relevance metric.
#rouge_input
def rouge_input() -> ::Google::Cloud::AIPlatform::V1::RougeInput
Returns
- (::Google::Cloud::AIPlatform::V1::RougeInput) — Instances and metric spec for rouge metric.
#rouge_input=
def rouge_input=(value) -> ::Google::Cloud::AIPlatform::V1::RougeInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::RougeInput) — Instances and metric spec for rouge metric.
Returns
- (::Google::Cloud::AIPlatform::V1::RougeInput) — Instances and metric spec for rouge metric.
#safety_input
def safety_input() -> ::Google::Cloud::AIPlatform::V1::SafetyInput
Returns
- (::Google::Cloud::AIPlatform::V1::SafetyInput) — Input for safety metric.
#safety_input=
def safety_input=(value) -> ::Google::Cloud::AIPlatform::V1::SafetyInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::SafetyInput) — Input for safety metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SafetyInput) — Input for safety metric.
#summarization_helpfulness_input
def summarization_helpfulness_input() -> ::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessInput
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessInput) — Input for summarization helpfulness metric.
#summarization_helpfulness_input=
def summarization_helpfulness_input=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessInput) — Input for summarization helpfulness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessInput) — Input for summarization helpfulness metric.
#summarization_quality_input
def summarization_quality_input() -> ::Google::Cloud::AIPlatform::V1::SummarizationQualityInput
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationQualityInput) — Input for summarization quality metric.
#summarization_quality_input=
def summarization_quality_input=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationQualityInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationQualityInput) — Input for summarization quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationQualityInput) — Input for summarization quality metric.
#summarization_verbosity_input
def summarization_verbosity_input() -> ::Google::Cloud::AIPlatform::V1::SummarizationVerbosityInput
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityInput) — Input for summarization verbosity metric.
#summarization_verbosity_input=
def summarization_verbosity_input=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationVerbosityInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityInput) — Input for summarization verbosity metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityInput) — Input for summarization verbosity metric.
#tool_call_valid_input
def tool_call_valid_input() -> ::Google::Cloud::AIPlatform::V1::ToolCallValidInput
Returns
- (::Google::Cloud::AIPlatform::V1::ToolCallValidInput) — Tool call metric instances. Input for tool call valid metric.
#tool_call_valid_input=
def tool_call_valid_input=(value) -> ::Google::Cloud::AIPlatform::V1::ToolCallValidInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolCallValidInput) — Tool call metric instances. Input for tool call valid metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolCallValidInput) — Tool call metric instances. Input for tool call valid metric.
#tool_name_match_input
def tool_name_match_input() -> ::Google::Cloud::AIPlatform::V1::ToolNameMatchInput
Returns
- (::Google::Cloud::AIPlatform::V1::ToolNameMatchInput) — Input for tool name match metric.
#tool_name_match_input=
def tool_name_match_input=(value) -> ::Google::Cloud::AIPlatform::V1::ToolNameMatchInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolNameMatchInput) — Input for tool name match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolNameMatchInput) — Input for tool name match metric.
#tool_parameter_key_match_input
def tool_parameter_key_match_input() -> ::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchInput
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchInput) — Input for tool parameter key match metric.
#tool_parameter_key_match_input=
def tool_parameter_key_match_input=(value) -> ::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchInput) — Input for tool parameter key match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchInput) — Input for tool parameter key match metric.
#tool_parameter_kv_match_input
def tool_parameter_kv_match_input() -> ::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchInput
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchInput) — Input for tool parameter key value match metric.
#tool_parameter_kv_match_input=
def tool_parameter_kv_match_input=(value) -> ::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchInput
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchInput) — Input for tool parameter key value match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchInput) — Input for tool parameter key value match metric.