Class ModelMonitoringInput (1.51.0)

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

Model monitoring data input 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
columnized_dataset	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.ModelMonitoringDataset Columnized dataset. This field is a member of oneof_ dataset.
batch_prediction_output	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.BatchPredictionOutput Vertex AI Batch prediction Job. This field is a member of oneof_ dataset.
vertex_endpoint_logs	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.VertexEndpointLogs Vertex AI Endpoint request & response logging. This field is a member of oneof_ dataset.
time_interval	google.type.interval_pb2.Interval The time interval (pair of start_time and end_time) for which results should be returned. This field is a member of oneof_ time_spec.
time_offset	google.cloud.aiplatform_v1beta1.types.ModelMonitoringInput.TimeOffset The time offset setting for which results should be returned. This field is a member of oneof_ time_spec.

Classes

BatchPredictionOutput

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

Data from Vertex AI Batch prediction job output.

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

TimeOffset

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

Time offset setting.

VertexEndpointLogs

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

Data from Vertex AI Endpoint request response logging.

Methods

ModelMonitoringInput

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

Model monitoring data input 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