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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