Class InputConfig (1.20.0)

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

Configures the input to BatchPredictionJob. See Model.supported_input_storage_formats for Model's supported input formats, and how instances should be 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_source google.cloud.aiplatform_v1beta1.types.GcsSource
The Cloud Storage location for the input instances. This field is a member of oneof_ source.
bigquery_source google.cloud.aiplatform_v1beta1.types.BigQuerySource
The BigQuery location of the input table. The schema of the table should be in the format described by the given context OpenAPI Schema, if one is provided. The table may contain additional columns that are not described by the schema, and they will be ignored. This field is a member of oneof_ source.
instances_format str
Required. The format in which instances are given, must be one of the [Model's][google.cloud.aiplatform.v1beta1.BatchPredictionJob.model] supported_input_storage_formats.

Inheritance

builtins.object > proto.message.Message > InputConfig