Google Cloud Retail V2 Client - Class ModelServiceClient (1.5.0)

Reference documentation and code samples for the Google Cloud Retail V2 Client class ModelServiceClient.

Service Description: Service for performing CRUD operations on models.

Recommendation models contain all the metadata necessary to generate a set of models for the Predict() API. A model is queried indirectly via a ServingConfig, which associates a model with a given Placement (e.g. Frequently Bought Together on Home Page).

This service allows you to do the following:

Initiate training of a model.
Pause training of an existing model.
List all the available models along with their metadata.
Control their tuning schedule.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods.

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parseName method to extract the individual identifiers contained within formatted names that are returned by the API.

Namespace

Google \ Cloud \ Retail \ V2 \ Client

Methods

__construct

Constructor.

Parameters
Name	Description
`options`	`array` Optional. Options for configuring the service API wrapper.
`↳ apiEndpoint`	`string` The address of the API remote host. May optionally include the port, formatted as "
`↳ credentials`	`string\|array\|FetchAuthTokenInterface\|CredentialsWrapper` The credentials to be used by the client to authorize API calls. This option accepts either a path to a credentials file, or a decoded credentials file as a PHP array. Advanced usage: In addition, this option can also accept a pre-constructed Google\Auth\FetchAuthTokenInterface object or Google\ApiCore\CredentialsWrapper object. Note that when one of these objects are provided, any settings in $credentialsConfig will be ignored.
`↳ credentialsConfig`	`array` Options used to configure credentials, including auth token caching, for the client. For a full list of supporting configuration options, see Google\ApiCore\CredentialsWrapper::build() .
`↳ disableRetries`	`bool` Determines whether or not retries defined by the client configuration should be disabled. Defaults to `false`.
`↳ clientConfig`	`string\|array` Client method configuration, including retry settings. This option can be either a path to a JSON file, or a PHP array containing the decoded JSON data. By default this settings points to the default client config file, which is provided in the resources folder.
`↳ transport`	`string\|TransportInterface` The transport used for executing network requests. May be either the string `rest` or `grpc`. Defaults to `grpc` if gRPC support is detected on the system. Advanced usage: Additionally, it is possible to pass in an already instantiated Google\ApiCore\Transport\TransportInterface object. Note that when this object is provided, any settings in $transportConfig, and any $apiEndpoint setting, will be ignored.
`↳ transportConfig`	`array` Configuration options that will be used to construct the transport. Options for each supported transport type should be passed in a key for that transport. For example: $transportConfig = [ 'grpc' => [...], 'rest' => [...], ]; See the Google\ApiCore\Transport\GrpcTransport::build() and Google\ApiCore\Transport\RestTransport::build() methods for the supported options.
`↳ clientCertSource`	`callable` A callable which returns the client cert as a string. This can be used to provide a certificate and private key to the transport layer for mTLS.

createModel

Creates a new model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::createModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\CreateModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\CreateModelRequest;
use Google\Cloud\Retail\V2\Model;
use Google\Rpc\Status;

/**
 * @param string $formattedParent  The parent resource under which to create the model. Format:
 *                                 `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}`
 *                                 Please see {@see ModelServiceClient::catalogName()} for help formatting this field.
 * @param string $modelName        The fully qualified resource name of the model.
 *
 *                                 Format:
 *                                 `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 *                                 catalog_id has char limit of 50.
 *                                 recommendation_model_id has char limit of 40.
 * @param string $modelDisplayName The display name of the model.
 *
 *                                 Should be human readable, used to display Recommendation Models in the
 *                                 Retail Cloud Console Dashboard. UTF-8 encoded string with limit of 1024
 *                                 characters.
 * @param string $modelType        The type of model e.g. `home-page`.
 *
 *                                 Currently supported values: `recommended-for-you`, `others-you-may-like`,
 *                                 `frequently-bought-together`, `page-optimization`, `similar-items`,
 *                                 `buy-it-again`, `on-sale-items`, and `recently-viewed`(readonly value).
 *
 *
 *                                 This field together with
 *                                 [optimization_objective][google.cloud.retail.v2.Model.optimization_objective]
 *                                 describe model metadata to use to control model training and serving.
 *                                 See https://cloud.google.com/retail/docs/models
 *                                 for more details on what the model metadata control and which combination
 *                                 of parameters are valid. For invalid combinations of parameters (e.g. type
 *                                 = `frequently-bought-together` and optimization_objective = `ctr`), you
 *                                 receive an error 400 if you try to create/update a recommendation with
 *                                 this set of knobs.
 */
function create_model_sample(
    string $formattedParent,
    string $modelName,
    string $modelDisplayName,
    string $modelType
): void {
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $model = (new Model())
        ->setName($modelName)
        ->setDisplayName($modelDisplayName)
        ->setType($modelType);
    $request = (new CreateModelRequest())
        ->setParent($formattedParent)
        ->setModel($model);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $modelServiceClient->createModel($request);
        $response->pollUntilComplete();

        if ($response->operationSucceeded()) {
            /** @var Model $result */
            $result = $response->getResult();
            printf('Operation successful with response data: %s' . PHP_EOL, $result->serializeToJsonString());
        } else {
            /** @var Status $error */
            $error = $response->getError();
            printf('Operation failed with error data: %s' . PHP_EOL, $error->serializeToJsonString());
        }
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedParent = ModelServiceClient::catalogName('[PROJECT]', '[LOCATION]', '[CATALOG]');
    $modelName = '[NAME]';
    $modelDisplayName = '[DISPLAY_NAME]';
    $modelType = '[TYPE]';

    create_model_sample($formattedParent, $modelName, $modelDisplayName, $modelType);
}

deleteModel

Deletes an existing model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::deleteModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\DeleteModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Example

use Google\ApiCore\ApiException;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\DeleteModelRequest;

/**
 * @param string $formattedName The resource name of the [Model][google.cloud.retail.v2.Model] to
 *                              delete. Format:
 *                              `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 *                              Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function delete_model_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new DeleteModelRequest())
        ->setName($formattedName);

    // Call the API and handle any network failures.
    try {
        $modelServiceClient->deleteModel($request);
        printf('Call completed successfully.' . PHP_EOL);
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedName = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[CATALOG]', '[MODEL]');

    delete_model_sample($formattedName);
}

getModel

Gets a model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::getModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\GetModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\Cloud\Retail\V2\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\GetModelRequest;
use Google\Cloud\Retail\V2\Model;

/**
 * @param string $formattedName The resource name of the [Model][google.cloud.retail.v2.Model] to
 *                              get. Format:
 *                              `projects/{project_number}/locations/{location_id}/catalogs/{catalog}/models/{model_id}`
 *                              Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function get_model_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new GetModelRequest())
        ->setName($formattedName);

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $modelServiceClient->getModel($request);
        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedName = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[CATALOG]', '[MODEL]');

    get_model_sample($formattedName);
}

listModels

Lists all the models linked to this event store.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::listModelsAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\ListModelsRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\ApiCore\PagedListResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\ListModelsRequest;
use Google\Cloud\Retail\V2\Model;

/**
 * @param string $formattedParent The parent for which to list models.
 *                                Format:
 *                                `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}`
 *                                Please see {@see ModelServiceClient::catalogName()} for help formatting this field.
 */
function list_models_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new ListModelsRequest())
        ->setParent($formattedParent);

    // Call the API and handle any network failures.
    try {
        /** @var PagedListResponse $response */
        $response = $modelServiceClient->listModels($request);

        /** @var Model $element */
        foreach ($response as $element) {
            printf('Element data: %s' . PHP_EOL, $element->serializeToJsonString());
        }
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedParent = ModelServiceClient::catalogName('[PROJECT]', '[LOCATION]', '[CATALOG]');

    list_models_sample($formattedParent);
}

pauseModel

Pauses the training of an existing model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::pauseModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\PauseModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\Cloud\Retail\V2\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\Model;
use Google\Cloud\Retail\V2\PauseModelRequest;

/**
 * @param string $formattedName The name of the model to pause.
 *                              Format:
 *                              `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 *                              Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function pause_model_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new PauseModelRequest())
        ->setName($formattedName);

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $modelServiceClient->pauseModel($request);
        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedName = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[CATALOG]', '[MODEL]');

    pause_model_sample($formattedName);
}

resumeModel

Resumes the training of an existing model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::resumeModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\ResumeModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\Cloud\Retail\V2\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\Model;
use Google\Cloud\Retail\V2\ResumeModelRequest;

/**
 * @param string $name The name of the model to resume.
 *                     Format:
 *                     `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 */
function resume_model_sample(string $name): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new ResumeModelRequest())
        ->setName($name);

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $modelServiceClient->resumeModel($request);
        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $name = '[NAME]';

    resume_model_sample($name);
}

tuneModel

Tunes an existing model.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::tuneModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\TuneModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\ApiCore\OperationResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\TuneModelRequest;
use Google\Cloud\Retail\V2\TuneModelResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedName The resource name of the model to tune.
 *                              Format:
 *                              `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 *                              Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function tune_model_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new TuneModelRequest())
        ->setName($formattedName);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $modelServiceClient->tuneModel($request);
        $response->pollUntilComplete();

        if ($response->operationSucceeded()) {
            /** @var TuneModelResponse $result */
            $result = $response->getResult();
            printf('Operation successful with response data: %s' . PHP_EOL, $result->serializeToJsonString());
        } else {
            /** @var Status $error */
            $error = $response->getError();
            printf('Operation failed with error data: %s' . PHP_EOL, $error->serializeToJsonString());
        }
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $formattedName = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[CATALOG]', '[MODEL]');

    tune_model_sample($formattedName);
}

updateModel

Update of model metadata. Only fields that currently can be updated are: filtering_option and periodic_tuning_state.

If other values are provided, this API method ignores them.

The async variant is Google\Cloud\Retail\V2\Client\ModelServiceClient::updateModelAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\UpdateModelRequest` A request to house fields associated with the call.
`callOptions`	`array` Optional.
`↳ retrySettings`	`RetrySettings\|array` Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
`Google\Cloud\Retail\V2\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\Retail\V2\Client\ModelServiceClient;
use Google\Cloud\Retail\V2\Model;
use Google\Cloud\Retail\V2\UpdateModelRequest;

/**
 * @param string $modelName        The fully qualified resource name of the model.
 *
 *                                 Format:
 *                                 `projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/models/{model_id}`
 *                                 catalog_id has char limit of 50.
 *                                 recommendation_model_id has char limit of 40.
 * @param string $modelDisplayName The display name of the model.
 *
 *                                 Should be human readable, used to display Recommendation Models in the
 *                                 Retail Cloud Console Dashboard. UTF-8 encoded string with limit of 1024
 *                                 characters.
 * @param string $modelType        The type of model e.g. `home-page`.
 *
 *                                 Currently supported values: `recommended-for-you`, `others-you-may-like`,
 *                                 `frequently-bought-together`, `page-optimization`, `similar-items`,
 *                                 `buy-it-again`, `on-sale-items`, and `recently-viewed`(readonly value).
 *
 *
 *                                 This field together with
 *                                 [optimization_objective][google.cloud.retail.v2.Model.optimization_objective]
 *                                 describe model metadata to use to control model training and serving.
 *                                 See https://cloud.google.com/retail/docs/models
 *                                 for more details on what the model metadata control and which combination
 *                                 of parameters are valid. For invalid combinations of parameters (e.g. type
 *                                 = `frequently-bought-together` and optimization_objective = `ctr`), you
 *                                 receive an error 400 if you try to create/update a recommendation with
 *                                 this set of knobs.
 */
function update_model_sample(string $modelName, string $modelDisplayName, string $modelType): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $model = (new Model())
        ->setName($modelName)
        ->setDisplayName($modelDisplayName)
        ->setType($modelType);
    $request = (new UpdateModelRequest())
        ->setModel($model);

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $modelServiceClient->updateModel($request);
        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

/**
 * Helper to execute the sample.
 *
 * This sample has been automatically generated and should be regarded as a code
 * template only. It will require modifications to work:
 *  - It may require correct/in-range values for request initialization.
 *  - It may require specifying regional endpoints when creating the service client,
 *    please see the apiEndpoint client configuration option for more details.
 */
function callSample(): void
{
    $modelName = '[NAME]';
    $modelDisplayName = '[DISPLAY_NAME]';
    $modelType = '[TYPE]';

    update_model_sample($modelName, $modelDisplayName, $modelType);
}

createModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\CreateModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

deleteModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\DeleteModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

getModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\GetModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

listModelsAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\ListModelsRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

pauseModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\PauseModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

resumeModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\ResumeModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

tuneModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\TuneModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

updateModelAsync

Parameters
Name	Description
`request`	`Google\Cloud\Retail\V2\UpdateModelRequest`
`optionalArgs = []`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface`

getOperationsClient

Return an OperationsClient object with the same endpoint as $this.

Returns
Type	Description
`Google\ApiCore\LongRunning\OperationsClient`

resumeOperation

Resume an existing long running operation that was previously started by a long running API method. If $methodName is not provided, or does not match a long running API method, then the operation can still be resumed, but the OperationResponse object will not deserialize the final response.

Parameters
Name	Description
`operationName`	`string` The name of the long running operation
`methodName`	`string` The name of the method used to start the operation

Returns
Type	Description
`Google\ApiCore\OperationResponse`

static::catalogName

Formats a string containing the fully-qualified path to represent a catalog resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`

Returns
Type	Description
`string`	The formatted catalog resource.

static::modelName

Formats a string containing the fully-qualified path to represent a model resource.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`
`model`	`string`

Returns
Type	Description
`string`	The formatted model resource.

static::parseName

Parses a formatted name string and returns an associative array of the components in the name.

The following name formats are supported: Template: Pattern

catalog: projects/{project}/locations/{location}/catalogs/{catalog}
model: projects/{project}/locations/{location}/catalogs/{catalog}/models/{model}

The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.

Parameters
Name	Description
`formattedName`	`string` The formatted name string
`template`	`string` Optional name of template to match

Returns
Type	Description
`array`	An associative array from name component IDs to component values.