Class Dataset

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
NameDescription
google.cloud.automl_v1.types.TranslationDatasetMetadatatranslation_dataset_metadata
Metadata for a dataset used for translation. This field is a member of `oneof`_ ``dataset_metadata``.
google.cloud.automl_v1.types.ImageClassificationDatasetMetadataimage_classification_dataset_metadata
Metadata for a dataset used for image classification. This field is a member of `oneof`_ ``dataset_metadata``.
google.cloud.automl_v1.types.TextClassificationDatasetMetadatatext_classification_dataset_metadata
Metadata for a dataset used for text classification. This field is a member of `oneof`_ ``dataset_metadata``.
google.cloud.automl_v1.types.ImageObjectDetectionDatasetMetadataimage_object_detection_dataset_metadata
Metadata for a dataset used for image object detection. This field is a member of `oneof`_ ``dataset_metadata``.
google.cloud.automl_v1.types.TextExtractionDatasetMetadatatext_extraction_dataset_metadata
Metadata for a dataset used for text extraction. This field is a member of `oneof`_ ``dataset_metadata``.
google.cloud.automl_v1.types.TextSentimentDatasetMetadatatext_sentiment_dataset_metadata
Metadata for a dataset used for text sentiment. This field is a member of `oneof`_ ``dataset_metadata``.
strname
Output only. The resource name of the dataset. Form: ``projects/{project_id}/locations/{location_id}/datasets/{dataset_id}``
strdisplay_name
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.
strdescription
User-provided description of the dataset. The description can be up to 25000 characters long.
intexample_count
Output only. The number of examples in the dataset.
google.protobuf.timestamp_pb2.Timestampcreate_time
Output only. Timestamp when this dataset was created.
stretag
Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Sequence[google.cloud.automl_v1.types.Dataset.LabelsEntry]labels
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)

API documentation for automl_v1.types.Dataset.LabelsEntry class.