Class TrainingDataset (1.11.0)

Version 1.11.0

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

Training Dataset information.

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
dataset	str The resource name of the Dataset used to train this Model. This field is a member of `oneof`_ ``data_source``.
gcs_source	google.cloud.aiplatform_v1beta1.types.GcsSource The Google Cloud Storage uri of the unmanaged Dataset used to train this Model. This field is a member of `oneof`_ ``data_source``.
bigquery_source	google.cloud.aiplatform_v1beta1.types.BigQuerySource The BigQuery table of the unmanaged Dataset used to train this Model. This field is a member of `oneof`_ ``data_source``.
data_format	str Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file.
target_field	str The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.
logging_sampling_strategy	google.cloud.aiplatform_v1beta1.types.SamplingStrategy Strategy to sample data from Training Dataset. If not set, we process the whole dataset.

Inheritance

builtins.object > proto.message.Message > TrainingDataset