Class AssessDataRequest (1.122.0)

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AssessDataRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Request message for DatasetService.AssessData. Used only for MULTIMODAL datasets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
tuning_validation_assessment_config	google.cloud.aiplatform_v1beta1.types.AssessDataRequest.TuningValidationAssessmentConfig Optional. Configuration for the tuning validation assessment. This field is a member of oneof_ assessment_config.
tuning_resource_usage_assessment_config	google.cloud.aiplatform_v1beta1.types.AssessDataRequest.TuningResourceUsageAssessmentConfig Optional. Configuration for the tuning resource usage assessment. This field is a member of oneof_ assessment_config.
batch_prediction_validation_assessment_config	google.cloud.aiplatform_v1beta1.types.AssessDataRequest.BatchPredictionValidationAssessmentConfig Optional. Configuration for the batch prediction validation assessment. This field is a member of oneof_ assessment_config.
batch_prediction_resource_usage_assessment_config	google.cloud.aiplatform_v1beta1.types.AssessDataRequest.BatchPredictionResourceUsageAssessmentConfig Optional. Configuration for the batch prediction resource usage assessment. This field is a member of oneof_ assessment_config.
name	str Required. The name of the Dataset resource. Used only for MULTIMODAL datasets. Format: projects/{project}/locations/{location}/datasets/{dataset}
gemini_request_read_config	google.cloud.aiplatform_v1beta1.types.GeminiRequestReadConfig Optional. The Gemini request read config for the dataset.

Classes

BatchPredictionResourceUsageAssessmentConfig

BatchPredictionResourceUsageAssessmentConfig(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Configuration for the batch prediction resource usage assessment.

BatchPredictionValidationAssessmentConfig

BatchPredictionValidationAssessmentConfig(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Configuration for the batch prediction validation assessment.

TuningResourceUsageAssessmentConfig

TuningResourceUsageAssessmentConfig(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Configuration for the tuning resource usage assessment.

TuningValidationAssessmentConfig

TuningValidationAssessmentConfig(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Configuration for the tuning validation assessment.

Methods

AssessDataRequest

AssessDataRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Request message for DatasetService.AssessData. Used only for MULTIMODAL datasets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields