Reference documentation and code samples for the Cloud AutoML V1beta1 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.v1beta1.Dataset
Namespace
Google \ Cloud \ AutoMl \ V1beta1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ translation_dataset_metadata |
Google\Cloud\AutoMl\V1beta1\TranslationDatasetMetadata
Metadata for a dataset used for translation. |
↳ image_classification_dataset_metadata |
Google\Cloud\AutoMl\V1beta1\ImageClassificationDatasetMetadata
Metadata for a dataset used for image classification. |
↳ text_classification_dataset_metadata |
Google\Cloud\AutoMl\V1beta1\TextClassificationDatasetMetadata
Metadata for a dataset used for text classification. |
↳ image_object_detection_dataset_metadata |
Google\Cloud\AutoMl\V1beta1\ImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection. |
↳ 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. |
↳ 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. |
↳ tables_dataset_metadata |
Google\Cloud\AutoMl\V1beta1\TablesDatasetMetadata
Metadata for a dataset used for Tables. |
↳ name |
string
Output only. The resource name of the dataset. Form: |
↳ 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. |
getTranslationDatasetMetadata
Metadata for a dataset used for translation.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\TranslationDatasetMetadata|null |
|
hasTranslationDatasetMetadata
setTranslationDatasetMetadata
Metadata for a dataset used for translation.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\TranslationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\ImageClassificationDatasetMetadata|null |
|
hasImageClassificationDatasetMetadata
setImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\ImageClassificationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\TextClassificationDatasetMetadata|null |
|
hasTextClassificationDatasetMetadata
setTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\TextClassificationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\ImageObjectDetectionDatasetMetadata|null |
|
hasImageObjectDetectionDatasetMetadata
setImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\ImageObjectDetectionDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getVideoClassificationDatasetMetadata
Metadata for a dataset used for video classification.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\VideoClassificationDatasetMetadata|null |
|
hasVideoClassificationDatasetMetadata
setVideoClassificationDatasetMetadata
Metadata for a dataset used for video classification.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\VideoClassificationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getVideoObjectTrackingDatasetMetadata
Metadata for a dataset used for video object tracking.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\VideoObjectTrackingDatasetMetadata|null |
|
hasVideoObjectTrackingDatasetMetadata
setVideoObjectTrackingDatasetMetadata
Metadata for a dataset used for video object tracking.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\VideoObjectTrackingDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\TextExtractionDatasetMetadata|null |
|
hasTextExtractionDatasetMetadata
setTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\TextExtractionDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\TextSentimentDatasetMetadata|null |
|
hasTextSentimentDatasetMetadata
setTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\TextSentimentDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTablesDatasetMetadata
Metadata for a dataset used for Tables.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AutoMl\V1beta1\TablesDatasetMetadata|null |
|
hasTablesDatasetMetadata
setTablesDatasetMetadata
Metadata for a dataset used for Tables.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AutoMl\V1beta1\TablesDatasetMetadata
|
| 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 |
|
getDatasetMetadata
| Returns | |
|---|---|
| Type | Description |
string |
|