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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_v1.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_v1.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. "jsonl" The source file is a JSONL 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_v1.types.SamplingStrategy
Strategy to sample data from Training Dataset. If not set, we process the whole dataset. |