Class Dataset (2.3.0)

Version 2.3.0

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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.

Attributes

Name	Description
translation_dataset_metadata	google.cloud.automl_v1beta1.types.TranslationDatasetMetadata Metadata for a dataset used for translation.
image_classification_dataset_metadata	google.cloud.automl_v1beta1.types.ImageClassificationDatasetMetadata Metadata for a dataset used for image classification.
text_classification_dataset_metadata	google.cloud.automl_v1beta1.types.TextClassificationDatasetMetadata Metadata for a dataset used for text classification.
image_object_detection_dataset_metadata	google.cloud.automl_v1beta1.types.ImageObjectDetectionDatasetMetadata Metadata for a dataset used for image object detection.
video_classification_dataset_metadata	google.cloud.automl_v1beta1.types.VideoClassificationDatasetMetadata Metadata for a dataset used for video classification.
video_object_tracking_dataset_metadata	google.cloud.automl_v1beta1.types.VideoObjectTrackingDatasetMetadata Metadata for a dataset used for video object tracking.
text_extraction_dataset_metadata	google.cloud.automl_v1beta1.types.TextExtractionDatasetMetadata Metadata for a dataset used for text extraction.
text_sentiment_dataset_metadata	google.cloud.automl_v1beta1.types.TextSentimentDatasetMetadata Metadata for a dataset used for text sentiment.
tables_dataset_metadata	google.cloud.automl_v1beta1.types.TablesDatasetMetadata Metadata for a dataset used for Tables.
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.