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.
data
array
Optional. Data for populating the Message object.
↳ translation_dataset_metadata
↳ 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
↳ 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
↳ 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.
hasTranslationDatasetMetadata
setTranslationDatasetMetadata
Metadata for a dataset used for translation.
$this
getImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
hasImageClassificationDatasetMetadata
setImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
$this
getTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
hasTextClassificationDatasetMetadata
setTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
$this
getImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
hasImageObjectDetectionDatasetMetadata
setImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
$this
getTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
hasTextExtractionDatasetMetadata
setTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
$this
getTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
hasTextSentimentDatasetMetadata
setTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
$this
getName
Output only. The resource name of the dataset.
Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
string
setName
Output only. The resource name of the dataset.
Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
var
string
$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.
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.
var
string
$this
getDescription
User-provided description of the dataset. The description can be up to 25000 characters long.
string
setDescription
User-provided description of the dataset. The description can be up to 25000 characters long.
var
string
$this
getExampleCount
Output only. The number of examples in the dataset.
int
setExampleCount
Output only. The number of examples in the dataset.
var
int
$this
getCreateTime
Output only. Timestamp when this dataset was created.
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this dataset was created.
$this
getEtag
Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string
setEtag
Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
var
string
$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.
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.
$this
getDatasetMetadata
string
