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 \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ translation_dataset_metadata |
TranslationDatasetMetadata
Metadata for a dataset used for translation. |
↳ image_classification_dataset_metadata |
ImageClassificationDatasetMetadata
Metadata for a dataset used for image classification. |
↳ text_classification_dataset_metadata |
TextClassificationDatasetMetadata
Metadata for a dataset used for text classification. |
↳ image_object_detection_dataset_metadata |
ImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection. |
↳ text_extraction_dataset_metadata |
TextExtractionDatasetMetadata
Metadata for a dataset used for text extraction. |
↳ text_sentiment_dataset_metadata |
TextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment. |
↳ 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. |
↳ 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 |
TranslationDatasetMetadata|null |
|
hasTranslationDatasetMetadata
setTranslationDatasetMetadata
Metadata for a dataset used for translation.
| Parameter | |
|---|---|
| Name | Description |
var |
TranslationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
| Returns | |
|---|---|
| Type | Description |
ImageClassificationDatasetMetadata|null |
|
hasImageClassificationDatasetMetadata
setImageClassificationDatasetMetadata
Metadata for a dataset used for image classification.
| Parameter | |
|---|---|
| Name | Description |
var |
ImageClassificationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
| Returns | |
|---|---|
| Type | Description |
TextClassificationDatasetMetadata|null |
|
hasTextClassificationDatasetMetadata
setTextClassificationDatasetMetadata
Metadata for a dataset used for text classification.
| Parameter | |
|---|---|
| Name | Description |
var |
TextClassificationDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
| Returns | |
|---|---|
| Type | Description |
ImageObjectDetectionDatasetMetadata|null |
|
hasImageObjectDetectionDatasetMetadata
setImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection.
| Parameter | |
|---|---|
| Name | Description |
var |
ImageObjectDetectionDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
| Returns | |
|---|---|
| Type | Description |
TextExtractionDatasetMetadata|null |
|
hasTextExtractionDatasetMetadata
setTextExtractionDatasetMetadata
Metadata for a dataset used for text extraction.
| Parameter | |
|---|---|
| Name | Description |
var |
TextExtractionDatasetMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
| Returns | |
|---|---|
| Type | Description |
TextSentimentDatasetMetadata|null |
|
hasTextSentimentDatasetMetadata
setTextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment.
| Parameter | |
|---|---|
| Name | Description |
var |
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 |
|