Cloud AutoML V1 Client - Class Dataset (1.6.5)

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

Namespace

Google \ Cloud \ AutoMl \ V1

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