Class OutputConfig (1.12.1)

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

Configures the output of BatchPredictionJob. See Model.supported_output_storage_formats for supported output formats, and how predictions are expressed via any of them.

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

NameDescription
gcs_destination google.cloud.aiplatform_v1.types.GcsDestination
The Cloud Storage location of the directory where the output is to be written to. In the given directory a new directory is created. Its name is ``prediction-
bigquery_destination google.cloud.aiplatform_v1.types.BigQueryDestination
The BigQuery project or dataset location where the output is to be written to. If project is provided, a new dataset is created with name ``prediction_
predictions_format str
Required. The format in which Vertex AI gives the predictions, must be one of the [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model] supported_output_storage_formats.

Inheritance

builtins.object > proto.message.Message > OutputConfig