Class ModelMonitoringDataset (1.81.0)

Version 1.81.0

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

Input dataset spec.

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
vertex_dataset	str Resource name of the Vertex AI managed dataset. This field is a member of oneof_ data_location.
gcs_source	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.ModelMonitoringDataset.ModelMonitoringGcsSource Google Cloud Storage data source. This field is a member of oneof_ data_location.
bigquery_source	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.ModelMonitoringDataset.ModelMonitoringBigQuerySource BigQuery data source. This field is a member of oneof_ data_location.
timestamp_field	str The timestamp field. Usually for serving data.

Classes

ModelMonitoringBigQuerySource

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

Dataset spec for data sotred in BigQuery.

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

ModelMonitoringGcsSource

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

Dataset spec for data stored in Google Cloud Storage.

Methods

ModelMonitoringDataset

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

Input dataset spec.

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