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 \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ translation_model_metadata |
TranslationModelMetadata
Metadata for translation models. |
↳ image_classification_model_metadata |
ImageClassificationModelMetadata
Metadata for image classification models. |
↳ text_classification_model_metadata |
TextClassificationModelMetadata
Metadata for text classification models. |
↳ image_object_detection_model_metadata |
ImageObjectDetectionModelMetadata
Metadata for image object detection models. |
↳ text_extraction_model_metadata |
TextExtractionModelMetadata
Metadata for text extraction models. |
↳ text_sentiment_model_metadata |
TextSentimentModelMetadata
Metadata for text sentiment models. |
↳ name |
string
Output only. Resource name of the model. Format: |
↳ 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 |
TranslationModelMetadata|null |
|
hasTranslationModelMetadata
setTranslationModelMetadata
Metadata for translation models.
| Parameter | |
|---|---|
| Name | Description |
var |
TranslationModelMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageClassificationModelMetadata
Metadata for image classification models.
| Returns | |
|---|---|
| Type | Description |
ImageClassificationModelMetadata|null |
|
hasImageClassificationModelMetadata
setImageClassificationModelMetadata
Metadata for image classification models.
| Parameter | |
|---|---|
| Name | Description |
var |
ImageClassificationModelMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextClassificationModelMetadata
Metadata for text classification models.
| Returns | |
|---|---|
| Type | Description |
TextClassificationModelMetadata|null |
|
hasTextClassificationModelMetadata
setTextClassificationModelMetadata
Metadata for text classification models.
| Parameter | |
|---|---|
| Name | Description |
var |
TextClassificationModelMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getImageObjectDetectionModelMetadata
Metadata for image object detection models.
| Returns | |
|---|---|
| Type | Description |
ImageObjectDetectionModelMetadata|null |
|
hasImageObjectDetectionModelMetadata
setImageObjectDetectionModelMetadata
Metadata for image object detection models.
| Parameter | |
|---|---|
| Name | Description |
var |
ImageObjectDetectionModelMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextExtractionModelMetadata
Metadata for text extraction models.
| Returns | |
|---|---|
| Type | Description |
TextExtractionModelMetadata|null |
|
hasTextExtractionModelMetadata
setTextExtractionModelMetadata
Metadata for text extraction models.
| Parameter | |
|---|---|
| Name | Description |
var |
TextExtractionModelMetadata
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTextSentimentModelMetadata
Metadata for text sentiment models.
| Returns | |
|---|---|
| Type | Description |
TextSentimentModelMetadata|null |
|
hasTextSentimentModelMetadata
setTextSentimentModelMetadata
Metadata for text sentiment models.
| Parameter | |
|---|---|
| Name | Description |
var |
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 |
Enum of type DeploymentState. |
setDeploymentState
Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.
| Parameter | |
|---|---|
| Name | Description |
var |
int
Enum of type DeploymentState. |
| 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 |
|