Cloud AutoML V1 API - Class Google::Cloud::AutoML::V1::Dataset (v0.9.2)

Reference documentation and code samples for the Cloud AutoML V1 API class Google::Cloud::AutoML::V1::Dataset.

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

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#create_time

def create_time() -> ::Google::Protobuf::Timestamp

Returns

(::Google::Protobuf::Timestamp) — Output only. Timestamp when this dataset was created.

#create_time=

def create_time=(value) -> ::Google::Protobuf::Timestamp

Parameter

value (::Google::Protobuf::Timestamp) — Output only. Timestamp when this dataset was created.

Returns

(::Google::Protobuf::Timestamp) — Output only. Timestamp when this dataset was created.

#description

def description() -> ::String

Returns

(::String) — User-provided description of the dataset. The description can be up to 25000 characters long.

#description=

def description=(value) -> ::String

Parameter

value (::String) — 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.

#display_name

def display_name() -> ::String

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.

#display_name=

def display_name=(value) -> ::String

Parameter

value (::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.

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.

#etag

def etag() -> ::String

Returns

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

#etag=

def etag=(value) -> ::String

Parameter

value (::String) — 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.

#example_count

def example_count() -> ::Integer

Returns

(::Integer) — Output only. The number of examples in the dataset.

#example_count=

def example_count=(value) -> ::Integer

Parameter

value (::Integer) — Output only. The number of examples in the dataset.

Returns

(::Integer) — Output only. The number of examples in the dataset.

#image_classification_dataset_metadata

def image_classification_dataset_metadata() -> ::Google::Cloud::AutoML::V1::ImageClassificationDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::ImageClassificationDatasetMetadata) — Metadata for a dataset used for image classification.

#image_classification_dataset_metadata=

def image_classification_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::ImageClassificationDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::ImageClassificationDatasetMetadata) — Metadata for a dataset used for image classification.

Returns

(::Google::Cloud::AutoML::V1::ImageClassificationDatasetMetadata) — Metadata for a dataset used for image classification.

#image_object_detection_dataset_metadata

def image_object_detection_dataset_metadata() -> ::Google::Cloud::AutoML::V1::ImageObjectDetectionDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::ImageObjectDetectionDatasetMetadata) — Metadata for a dataset used for image object detection.

#image_object_detection_dataset_metadata=

def image_object_detection_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::ImageObjectDetectionDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::ImageObjectDetectionDatasetMetadata) — Metadata for a dataset used for image object detection.

Returns

(::Google::Cloud::AutoML::V1::ImageObjectDetectionDatasetMetadata) — Metadata for a dataset used for image object detection.

#labels

def labels() -> ::Google::Protobuf::Map{::String => ::String}

Returns

(::Google::Protobuf::Map{::String => ::String}) — 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.

#labels=

def labels=(value) -> ::Google::Protobuf::Map{::String => ::String}

Parameter

value (::Google::Protobuf::Map{::String => ::String}) — 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.

Returns

(::Google::Protobuf::Map{::String => ::String}) — 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.

#name

def name() -> ::String

Returns

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

#name=

def name=(value) -> ::String

Parameter

value (::String) — 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}

#text_classification_dataset_metadata

def text_classification_dataset_metadata() -> ::Google::Cloud::AutoML::V1::TextClassificationDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::TextClassificationDatasetMetadata) — Metadata for a dataset used for text classification.

#text_classification_dataset_metadata=

def text_classification_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::TextClassificationDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::TextClassificationDatasetMetadata) — Metadata for a dataset used for text classification.

Returns

(::Google::Cloud::AutoML::V1::TextClassificationDatasetMetadata) — Metadata for a dataset used for text classification.

#text_extraction_dataset_metadata

def text_extraction_dataset_metadata() -> ::Google::Cloud::AutoML::V1::TextExtractionDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::TextExtractionDatasetMetadata) — Metadata for a dataset used for text extraction.

#text_extraction_dataset_metadata=

def text_extraction_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::TextExtractionDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::TextExtractionDatasetMetadata) — Metadata for a dataset used for text extraction.

Returns

(::Google::Cloud::AutoML::V1::TextExtractionDatasetMetadata) — Metadata for a dataset used for text extraction.

#text_sentiment_dataset_metadata

def text_sentiment_dataset_metadata() -> ::Google::Cloud::AutoML::V1::TextSentimentDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::TextSentimentDatasetMetadata) — Metadata for a dataset used for text sentiment.

#text_sentiment_dataset_metadata=

def text_sentiment_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::TextSentimentDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::TextSentimentDatasetMetadata) — Metadata for a dataset used for text sentiment.

Returns

(::Google::Cloud::AutoML::V1::TextSentimentDatasetMetadata) — Metadata for a dataset used for text sentiment.

#translation_dataset_metadata

def translation_dataset_metadata() -> ::Google::Cloud::AutoML::V1::TranslationDatasetMetadata

Returns

(::Google::Cloud::AutoML::V1::TranslationDatasetMetadata) — Metadata for a dataset used for translation.

#translation_dataset_metadata=

def translation_dataset_metadata=(value) -> ::Google::Cloud::AutoML::V1::TranslationDatasetMetadata

Parameter

value (::Google::Cloud::AutoML::V1::TranslationDatasetMetadata) — Metadata for a dataset used for translation.

Returns

(::Google::Cloud::AutoML::V1::TranslationDatasetMetadata) — Metadata for a dataset used for translation.