Class: Google::Cloud::AutoML::V1beta1::Dataset

Inherits:

Object

• Object
• Google::Cloud::AutoML::V1beta1::Dataset

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/automl/v1beta1/dataset.rb

Overview

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

Instance Attribute Summary

• #create_time ⇒ ::Google::Protobuf::Timestamp

  Output only.

• #description ⇒ ::String

  User-provided description of the dataset.

• #display_name ⇒ ::String

  Required.

• #etag ⇒ ::String

  Used to perform consistent read-modify-write updates.

• #example_count ⇒ ::Integer

  Output only.

• #image_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::ImageClassificationDatasetMetadata

  Metadata for a dataset used for image classification.

• #image_object_detection_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::ImageObjectDetectionDatasetMetadata

  Metadata for a dataset used for image object detection.

• #name ⇒ ::String

  Output only.

• #tables_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TablesDatasetMetadata

  Metadata for a dataset used for Tables.

• #text_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextClassificationDatasetMetadata

  Metadata for a dataset used for text classification.

• #text_extraction_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextExtractionDatasetMetadata

  Metadata for a dataset used for text extraction.

• #text_sentiment_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextSentimentDatasetMetadata

  Metadata for a dataset used for text sentiment.

• #translation_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TranslationDatasetMetadata

  Metadata for a dataset used for translation.

• #video_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::VideoClassificationDatasetMetadata

  Metadata for a dataset used for video classification.

• #video_object_tracking_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::VideoObjectTrackingDatasetMetadata

  Metadata for a dataset used for video object tracking.

Instance Attribute Details

#create_time ⇒ ::Google::Protobuf::Timestamp

Returns Output only. Timestamp when this dataset was created.

Returns:

• (::Google::Protobuf::Timestamp) —

  Output only. Timestamp when this dataset was created.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#description ⇒ ::String

Returns User-provided description of the dataset. The description can be up to 25000 characters long.

Returns:

• (::String) —

  User-provided description of the dataset. The description can be up to 25000 characters long.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#display_name ⇒ ::String

Returns 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.

Returns:

• (::String) —

  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.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#etag ⇒ ::String

Returns Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Returns:

• (::String) —

  Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#example_count ⇒ ::Integer

Returns Output only. The number of examples in the dataset.

Returns:

• (::Integer) —

  Output only. The number of examples in the dataset.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#image_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::ImageClassificationDatasetMetadata

Returns Metadata for a dataset used for image classification.

Note: The following fields are mutually exclusive: image_classification_dataset_metadata, translation_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::ImageClassificationDatasetMetadata) —

  Metadata for a dataset used for image classification.

  Note: The following fields are mutually exclusive: image_classification_dataset_metadata, translation_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#image_object_detection_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::ImageObjectDetectionDatasetMetadata

Returns Metadata for a dataset used for image object detection.

Note: The following fields are mutually exclusive: image_object_detection_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::ImageObjectDetectionDatasetMetadata) —

  Metadata for a dataset used for image object detection.

  Note: The following fields are mutually exclusive: image_object_detection_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#name ⇒ ::String

Returns Output only. The resource name of the dataset. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}.

Returns:

• (::String) —

  Output only. The resource name of the dataset. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#tables_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TablesDatasetMetadata

Returns Metadata for a dataset used for Tables.

Note: The following fields are mutually exclusive: tables_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::TablesDatasetMetadata) —

  Metadata for a dataset used for Tables.

  Note: The following fields are mutually exclusive: tables_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#text_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextClassificationDatasetMetadata

Returns Metadata for a dataset used for text classification.

Note: The following fields are mutually exclusive: text_classification_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::TextClassificationDatasetMetadata) —

  Metadata for a dataset used for text classification.

  Note: The following fields are mutually exclusive: text_classification_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#text_extraction_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextExtractionDatasetMetadata

Returns Metadata for a dataset used for text extraction.

Note: The following fields are mutually exclusive: text_extraction_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::TextExtractionDatasetMetadata) —

  Metadata for a dataset used for text extraction.

  Note: The following fields are mutually exclusive: text_extraction_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#text_sentiment_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TextSentimentDatasetMetadata

Returns Metadata for a dataset used for text sentiment.

Note: The following fields are mutually exclusive: text_sentiment_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::TextSentimentDatasetMetadata) —

  Metadata for a dataset used for text sentiment.

  Note: The following fields are mutually exclusive: text_sentiment_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#translation_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::TranslationDatasetMetadata

Returns Metadata for a dataset used for translation.

Note: The following fields are mutually exclusive: translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::TranslationDatasetMetadata) —

  Metadata for a dataset used for translation.

  Note: The following fields are mutually exclusive: translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#video_classification_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::VideoClassificationDatasetMetadata

Returns Metadata for a dataset used for video classification.

Note: The following fields are mutually exclusive: video_classification_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::VideoClassificationDatasetMetadata) —

  Metadata for a dataset used for video classification.

  Note: The following fields are mutually exclusive: video_classification_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_object_tracking_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#video_object_tracking_dataset_metadata ⇒ ::Google::Cloud::AutoML::V1beta1::VideoObjectTrackingDatasetMetadata

Returns Metadata for a dataset used for video object tracking.

Note: The following fields are mutually exclusive: video_object_tracking_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

• (::Google::Cloud::AutoML::V1beta1::VideoObjectTrackingDatasetMetadata) —

  Metadata for a dataset used for video object tracking.

  Note: The following fields are mutually exclusive: video_object_tracking_dataset_metadata, translation_dataset_metadata, image_classification_dataset_metadata, text_classification_dataset_metadata, image_object_detection_dataset_metadata, video_classification_dataset_metadata, text_extraction_dataset_metadata, text_sentiment_dataset_metadata, tables_dataset_metadata. If a field in that set is populated, all other fields in the set will automatically be cleared.

# File 'proto_docs/google/cloud/automl/v1beta1/dataset.rb', line 95

class Dataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end