Documentation

Google_Service_CloudMachineLearning_Resource_ProjectsModelsVersions extends Google_Service_Resource
in package

Application

The "versions" collection of methods.

Typical usage is: $mlService = new Google_Service_CloudMachineLearning(...); $versions = $mlService->versions;

$client : Google_Client
$methods : array<string|int, mixed>
$resourceName : string
$rootUrl : string
$serviceName : string
$servicePath : string
$stackParameters : mixed
__construct() : mixed
call() : Google_Http_Request|expectedClass: TODO: This function needs simplifying.
create() : Google_Service_CloudMachineLearning_GoogleLongrunningOperation: Creates a new version of a model from a trained TensorFlow model.
createRequestUri() : string: Parse/expand request parameters and create a fully qualified request uri.
delete() : Google_Service_CloudMachineLearning_GoogleLongrunningOperation: Deletes a model version.
get() : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version: Gets information about a model version.
listProjectsModelsVersions() : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1ListVersionsResponse: Gets basic information about all the versions of a model.
setDefault() : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version: Designates a version to be the default for the model.
convertToArrayAndStripNulls() : mixed

$client


    private
        Google_Client
    $client

$methods


    private
        array<string|int, mixed>
    $methods

$resourceName


    private
        string
    $resourceName

$rootUrl


    private
        string
    $rootUrl

$serviceName


    private
        string
    $serviceName

$servicePath


    private
        string
    $servicePath

$stackParameters


    private
        mixed
    $stackParameters
     = array('alt' => array('type' => 'string', 'location' => 'query'), 'fields' => array('type' => 'string', 'location' => 'query'), 'trace' => array('type' => 'string', 'location' => 'query'), 'userIp' => array('type' => 'string', 'location' => 'query'), 'quotaUser' => array('type' => 'string', 'location' => 'query'), 'data' => array('type' => 'string', 'location' => 'body'), 'mimeType' => array('type' => 'string', 'location' => 'header'), 'uploadType' => array('type' => 'string', 'location' => 'query'), 'mediaUpload' => array('type' => 'complex', 'location' => 'query'), 'prettyPrint' => array('type' => 'string', 'location' => 'query'))

__construct()


    public
                __construct(mixed $service, mixed $serviceName, mixed $resourceName, mixed $resource) : mixed

Parameters

$service : mixed
$serviceName : mixed
$resourceName : mixed
$resource : mixed

Return values

mixed —

call()

TODO: This function needs simplifying.


    public
                call( $name,  $arguments[,  $expectedClass = null ]) : Google_Http_Request|expectedClass

Parameters

$name :

$arguments :

$expectedClass : = null

optional, the expected class name

Return values

Google_Http_Request|expectedClass —

create()

Creates a new version of a model from a trained TensorFlow model.


    public
                create(string $parent, Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version $postBody[, array<string|int, mixed> $optParams = array() ]) : Google_Service_CloudMachineLearning_GoogleLongrunningOperation

If the version created in the cloud by this call is the first deployed version of the specified model, it will be made the default version of the model. When you add a version to a model that already has one or more versions, the default version does not automatically change. If you want a new version to be the default, you must call projects.models.versions.setDef ault. (versions.create)

Parameters

$parent : string: Required. The name of the model.

Authorization: requires Editor role on the parent project.
$postBody : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version
$optParams : array<string|int, mixed> = array(): Optional parameters.

Return values

Google_Service_CloudMachineLearning_GoogleLongrunningOperation —

createRequestUri()

Parse/expand request parameters and create a fully qualified request uri.


    public
                createRequestUri(string $restPath, array<string|int, mixed> $params) : string

Parameters

$restPath : string
$params : array<string|int, mixed>

Return values

string —

$requestUrl

delete()

Deletes a model version.


    public
                delete(string $name[, array<string|int, mixed> $optParams = array() ]) : Google_Service_CloudMachineLearning_GoogleLongrunningOperation

Each model can have multiple versions deployed and in use at any given time. Use this method to remove a single version.

Note: You cannot delete the version that is set as the default version of the model unless it is the only remaining version. (versions.delete)

Parameters

$name : string: Required. The name of the version. You can get the names of all the versions of a model by calling [projects.models.versions.list](/ml /reference/rest/v1beta1/projects.models.versions/list).

Authorization: requires Editor role on the parent project.
$optParams : array<string|int, mixed> = array(): Optional parameters.

Return values

Google_Service_CloudMachineLearning_GoogleLongrunningOperation —

get()

Gets information about a model version.


    public
                get(string $name[, array<string|int, mixed> $optParams = array() ]) : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version

Models can have multiple versions. You can call projects.models.versions.lis t to get the same information that this method returns for all of the versions of a model. (versions.get)

Parameters

$name : string: Required. The name of the version.

Authorization: requires Viewer role on the parent project.
$optParams : array<string|int, mixed> = array(): Optional parameters.

Return values

Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version —

listProjectsModelsVersions()

Gets basic information about all the versions of a model.


    public
                listProjectsModelsVersions(string $parent[, array<string|int, mixed> $optParams = array() ]) : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1ListVersionsResponse

If you expect that a model has a lot of versions, or if you need to handle only a limited number of results at a time, you can request that the list be retrieved in batches (called pages): (versions.listProjectsModelsVersions)

Parameters

$parent : string: Required. The name of the model for which to list the version.

Authorization: requires Viewer role on the parent project.
$optParams : array<string|int, mixed> = array(): Optional parameters.

Return values

Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1ListVersionsResponse —

setDefault()

Designates a version to be the default for the model.


    public
                setDefault(string $name, Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1SetDefaultVersionRequest $postBody[, array<string|int, mixed> $optParams = array() ]) : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version

The default version is used for prediction requests made against the model that don't specify a version.

The first version to be created for a model is automatically set as the default. You must make any subsequent changes to the default version setting manually using this method. (versions.setDefault)

Parameters

$name : string: Required. The name of the version to make the default for the model. You can get the names of all the versions of a model by calling [p rojects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.vers ions/list).

Authorization: requires Editor role on the parent project.
$postBody : Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1SetDefaultVersionRequest
$optParams : array<string|int, mixed> = array(): Optional parameters.

Return values

Google_Service_CloudMachineLearning_GoogleCloudMlV1beta1Version —

convertToArrayAndStripNulls()


    protected
                convertToArrayAndStripNulls(mixed $o) : mixed

Parameters

$o : mixed

Return values

mixed —