Cloud AutoML V1 Client - Class Model (1.6.3)

Version 1.6.3

• 1.6.5 (latest)
• 1.6.4
• 1.5.4
• 1.4.17

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

API proto representing a trained machine learning model.

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

Namespace

Google \ Cloud \ AutoMl \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ translation_model_metadata	Google\Cloud\AutoMl\V1\TranslationModelMetadata Metadata for translation models.
↳ image_classification_model_metadata	Google\Cloud\AutoMl\V1\ImageClassificationModelMetadata Metadata for image classification models.
↳ text_classification_model_metadata	Google\Cloud\AutoMl\V1\TextClassificationModelMetadata Metadata for text classification models.
↳ image_object_detection_model_metadata	Google\Cloud\AutoMl\V1\ImageObjectDetectionModelMetadata Metadata for image object detection models.
↳ text_extraction_model_metadata	Google\Cloud\AutoMl\V1\TextExtractionModelMetadata Metadata for text extraction models.
↳ text_sentiment_model_metadata	Google\Cloud\AutoMl\V1\TextSentimentModelMetadata Metadata for text sentiment models.
↳ name	string Output only. Resource name of the model. Format: projects/{project_id}/locations/{location_id}/models/{model_id}
↳ display_name	string Required. The name of the model 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. It must start with a letter.
↳ dataset_id	string Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.
↳ create_time	Google\Protobuf\Timestamp Output only. Timestamp when the model training finished and can be used for prediction.
↳ update_time	Google\Protobuf\Timestamp Output only. Timestamp when this model was last updated.
↳ deployment_state	int Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.
↳ etag	string Used to perform a 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 model. 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.

getTranslationModelMetadata

Metadata for translation models.

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

hasTranslationModelMetadata

setTranslationModelMetadata

Metadata for translation models.

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

Returns
Type	Description
$this

getImageClassificationModelMetadata

Metadata for image classification models.

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

hasImageClassificationModelMetadata

setImageClassificationModelMetadata

Metadata for image classification models.

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

Returns
Type	Description
$this

getTextClassificationModelMetadata

Metadata for text classification models.

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

hasTextClassificationModelMetadata

setTextClassificationModelMetadata

Metadata for text classification models.

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

Returns
Type	Description
$this

getImageObjectDetectionModelMetadata

Metadata for image object detection models.

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

hasImageObjectDetectionModelMetadata

setImageObjectDetectionModelMetadata

Metadata for image object detection models.

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

Returns
Type	Description
$this

getTextExtractionModelMetadata

Metadata for text extraction models.

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

hasTextExtractionModelMetadata

setTextExtractionModelMetadata

Metadata for text extraction models.

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

Returns
Type	Description
$this

getTextSentimentModelMetadata

Metadata for text sentiment models.

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

hasTextSentimentModelMetadata

setTextSentimentModelMetadata

Metadata for text sentiment models.

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

Returns
Type	Description
$this

getName

Output only. Resource name of the model.

Format: projects/{project_id}/locations/{location_id}/models/{model_id}

Returns
Type	Description
string

setName

Output only. Resource name of the model.

Format: projects/{project_id}/locations/{location_id}/models/{model_id}

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getDisplayName

Required. The name of the model 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. It must start with a letter.

Returns
Type	Description
string

setDisplayName

Required. The name of the model 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. It must start with a letter.

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getDatasetId

Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.

Returns
Type	Description
string

setDatasetId

Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getCreateTime

Output only. Timestamp when the model training finished and can be used for prediction.

Returns
Type	Description
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

Output only. Timestamp when the model training finished and can be used for prediction.

Parameter
Name	Description
var	Google\Protobuf\Timestamp

Returns
Type	Description
$this

getUpdateTime

Output only. Timestamp when this model was last updated.

Returns
Type	Description
Google\Protobuf\Timestamp|null

hasUpdateTime

clearUpdateTime

setUpdateTime

Output only. Timestamp when this model was last updated.

Parameter
Name	Description
var	Google\Protobuf\Timestamp

Returns
Type	Description
$this

getDeploymentState

Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.

Returns
Type	Description
int

setDeploymentState

Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.

Parameter
Name	Description
var	int

Returns
Type	Description
$this

getEtag

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

Returns
Type	Description
string

setEtag

Used to perform a 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 model.

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 model.

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

getModelMetadata

Returns
Type	Description
string