Class Dataset (2.5.2)

Version 2.5.2

• 2.15.0 (latest)
• 2.14.1
• 2.13.5
• 2.12.0
• 2.11.4
• 2.10.1
• 2.9.0
• 2.8.3
• 2.7.3
• 2.6.0
• 2.5.2
• 2.4.2
• 2.3.0
• 2.2.0
• 2.1.0
• 2.0.0
• 1.0.3
• 0.10.0
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.0
• 0.4.0

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

A workspace for solving a single, particular machine learning (ML) problem. A workspace contains examples that may be annotated.

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
translation_dataset_metadata	google.cloud.automl_v1beta1.types.TranslationDatasetMetadata Metadata for a dataset used for translation. This field is a member of oneof_ dataset_metadata.
image_classification_dataset_metadata	google.cloud.automl_v1beta1.types.ImageClassificationDatasetMetadata Metadata for a dataset used for image classification. This field is a member of oneof_ dataset_metadata.
text_classification_dataset_metadata	google.cloud.automl_v1beta1.types.TextClassificationDatasetMetadata Metadata for a dataset used for text classification. This field is a member of oneof_ dataset_metadata.
image_object_detection_dataset_metadata	google.cloud.automl_v1beta1.types.ImageObjectDetectionDatasetMetadata Metadata for a dataset used for image object detection. This field is a member of oneof_ dataset_metadata.
video_classification_dataset_metadata	google.cloud.automl_v1beta1.types.VideoClassificationDatasetMetadata Metadata for a dataset used for video classification. This field is a member of oneof_ dataset_metadata.
video_object_tracking_dataset_metadata	google.cloud.automl_v1beta1.types.VideoObjectTrackingDatasetMetadata Metadata for a dataset used for video object tracking. This field is a member of oneof_ dataset_metadata.
text_extraction_dataset_metadata	google.cloud.automl_v1beta1.types.TextExtractionDatasetMetadata Metadata for a dataset used for text extraction. This field is a member of oneof_ dataset_metadata.
text_sentiment_dataset_metadata	google.cloud.automl_v1beta1.types.TextSentimentDatasetMetadata Metadata for a dataset used for text sentiment. This field is a member of oneof_ dataset_metadata.
tables_dataset_metadata	google.cloud.automl_v1beta1.types.TablesDatasetMetadata Metadata for a dataset used for Tables. This field is a member of oneof_ dataset_metadata.
name	str Output only. The resource name of the dataset. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
display_name	str Required. The name of the dataset to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9.
description	str User-provided description of the dataset. The description can be up to 25000 characters long.
example_count	int Output only. The number of examples in the dataset.
create_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this dataset was created.
etag	str Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.