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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