Cloud AutoML V1 Client - Class Dataset (1.4.17)

Version 1.4.17

• 1.6.4 (latest)
• 1.6.3
• 1.5.4
• 1.4.17

Reference documentation and code samples for the Cloud AutoML V1 Client class Dataset.

A workspace for solving a single, particular machine learning (ML) problem.

A workspace contains examples that may be annotated.

Generated from protobuf message google.cloud.automl.v1.Dataset

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ translation_dataset_metadata	Google\Cloud\AutoMl\V1\TranslationDatasetMetadata Metadata for a dataset used for translation.
↳ image_classification_dataset_metadata	Google\Cloud\AutoMl\V1\ImageClassificationDatasetMetadata Metadata for a dataset used for image classification.
↳ text_classification_dataset_metadata	Google\Cloud\AutoMl\V1\TextClassificationDatasetMetadata Metadata for a dataset used for text classification.
↳ image_object_detection_dataset_metadata	Google\Cloud\AutoMl\V1\ImageObjectDetectionDatasetMetadata Metadata for a dataset used for image object detection.
↳ text_extraction_dataset_metadata	Google\Cloud\AutoMl\V1\TextExtractionDatasetMetadata Metadata for a dataset used for text extraction.
↳ text_sentiment_dataset_metadata	Google\Cloud\AutoMl\V1\TextSentimentDatasetMetadata Metadata for a dataset used for text sentiment.
↳ name	string Output only. The resource name of the dataset. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
↳ display_name	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.
↳ description	string 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 Output only. Timestamp when this dataset was created.
↳ etag	string Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
↳ labels	array|Google\Protobuf\Internal\MapField 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.

getTranslationDatasetMetadata

Metadata for a dataset used for translation.

Returns
Type	Description
Google\Cloud\AutoMl\V1\TranslationDatasetMetadata|null

hasTranslationDatasetMetadata

setTranslationDatasetMetadata

Metadata for a dataset used for translation.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\TranslationDatasetMetadata

Returns
Type	Description
$this

getImageClassificationDatasetMetadata

Metadata for a dataset used for image classification.

Returns
Type	Description
Google\Cloud\AutoMl\V1\ImageClassificationDatasetMetadata|null

hasImageClassificationDatasetMetadata

setImageClassificationDatasetMetadata

Metadata for a dataset used for image classification.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\ImageClassificationDatasetMetadata

Returns
Type	Description
$this

getTextClassificationDatasetMetadata

Metadata for a dataset used for text classification.

Returns
Type	Description
Google\Cloud\AutoMl\V1\TextClassificationDatasetMetadata|null

hasTextClassificationDatasetMetadata

setTextClassificationDatasetMetadata

Metadata for a dataset used for text classification.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\TextClassificationDatasetMetadata

Returns
Type	Description
$this

getImageObjectDetectionDatasetMetadata

Metadata for a dataset used for image object detection.

Returns
Type	Description
Google\Cloud\AutoMl\V1\ImageObjectDetectionDatasetMetadata|null

hasImageObjectDetectionDatasetMetadata

setImageObjectDetectionDatasetMetadata

Metadata for a dataset used for image object detection.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\ImageObjectDetectionDatasetMetadata

Returns
Type	Description
$this

getTextExtractionDatasetMetadata

Metadata for a dataset used for text extraction.

Returns
Type	Description
Google\Cloud\AutoMl\V1\TextExtractionDatasetMetadata|null

hasTextExtractionDatasetMetadata

setTextExtractionDatasetMetadata

Metadata for a dataset used for text extraction.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\TextExtractionDatasetMetadata

Returns
Type	Description
$this

getTextSentimentDatasetMetadata

Metadata for a dataset used for text sentiment.

Returns
Type	Description
Google\Cloud\AutoMl\V1\TextSentimentDatasetMetadata|null

hasTextSentimentDatasetMetadata

setTextSentimentDatasetMetadata

Metadata for a dataset used for text sentiment.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1\TextSentimentDatasetMetadata

Returns
Type	Description
$this

getName

Output only. The resource name of the dataset.

Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}

Returns
Type	Description
string

setName

Output only. The resource name of the dataset.

Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getDisplayName

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
Type	Description
string

setDisplayName

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.

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getDescription

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

Returns
Type	Description
string

setDescription

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

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getExampleCount

Output only. The number of examples in the dataset.

Returns
Type	Description
int

setExampleCount

Output only. The number of examples in the dataset.

Parameter
Name	Description
var	int

Returns
Type	Description
$this

getCreateTime

Output only. Timestamp when this dataset was created.

Returns
Type	Description
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

Output only. Timestamp when this dataset was created.

Parameter
Name	Description
var	Google\Protobuf\Timestamp

Returns
Type	Description
$this

getEtag

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

Returns
Type	Description
string

setEtag

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

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getLabels

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
Type	Description
Google\Protobuf\Internal\MapField

setLabels

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.

Parameter
Name	Description
var	array|Google\Protobuf\Internal\MapField

Returns
Type	Description
$this

getDatasetMetadata

Returns
Type	Description
string