Class Dataset (2.8.0)

Version 2.8.0

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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.

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_v1.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_v1.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_v1.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_v1.types.ImageObjectDetectionDatasetMetadata Metadata for a dataset used for image object detection. This field is a member of `oneof`_ ``dataset_metadata``.
text_extraction_dataset_metadata	google.cloud.automl_v1.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_v1.types.TextSentimentDatasetMetadata Metadata for a dataset used for text sentiment. 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.
labels	Mapping[str, str] Optional. The labels with user-defined metadata to organize your dataset. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. Label values are optional. Label keys must start with a letter. See https://goo.gl/xmQnxf for more information on and examples of labels.

Inheritance

builtins.object > proto.message.Message > Dataset

Classes

LabelsEntry

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

The abstract base class for a message.

Parameters

Name	Description
kwargs	dict Keys and values corresponding to the fields of the message.
mapping	Union[dict, `.Message`] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	Optional(bool) If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.