Google Cloud Ai Platform V1 Client - Class DeploymentResourcePoolServiceClient (1.12.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DeploymentResourcePoolServiceClient.

Service Description: A service that manages the DeploymentResourcePool resource.

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 \ AIPlatform \ V1 \ 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.

createDeploymentResourcePool

Create a DeploymentResourcePool.

The async variant is DeploymentResourcePoolServiceClient::createDeploymentResourcePoolAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\CreateDeploymentResourcePoolRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\CreateDeploymentResourcePoolRequest;
use Google\Cloud\AIPlatform\V1\DedicatedResources;
use Google\Cloud\AIPlatform\V1\DeploymentResourcePool;
use Google\Cloud\AIPlatform\V1\MachineSpec;
use Google\Rpc\Status;

/**
 * @param string $formattedParent                                         The parent location resource where this DeploymentResourcePool
 *                                                                        will be created. Format: `projects/{project}/locations/{location}`
 *                                                                        Please see {@see DeploymentResourcePoolServiceClient::locationName()} for help formatting this field.
 * @param int    $deploymentResourcePoolDedicatedResourcesMinReplicaCount Immutable. The minimum number of machine replicas this
 *                                                                        DeployedModel will be always deployed on. This value must be greater than
 *                                                                        or equal to 1.
 *
 *                                                                        If traffic against the DeployedModel increases, it may dynamically be
 *                                                                        deployed onto more replicas, and as traffic decreases, some of these extra
 *                                                                        replicas may be freed.
 * @param string $deploymentResourcePoolId                                The ID to use for the DeploymentResourcePool, which
 *                                                                        will become the final component of the DeploymentResourcePool's resource
 *                                                                        name.
 *
 *                                                                        The maximum length is 63 characters, and valid characters
 *                                                                        are `/^[a-z]([a-z0-9-]{0,61}[a-z0-9])?$/`.
 */
function create_deployment_resource_pool_sample(
    string $formattedParent,
    int $deploymentResourcePoolDedicatedResourcesMinReplicaCount,
    string $deploymentResourcePoolId
): void {
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $deploymentResourcePoolDedicatedResourcesMachineSpec = new MachineSpec();
    $deploymentResourcePoolDedicatedResources = (new DedicatedResources())
        ->setMachineSpec($deploymentResourcePoolDedicatedResourcesMachineSpec)
        ->setMinReplicaCount($deploymentResourcePoolDedicatedResourcesMinReplicaCount);
    $deploymentResourcePool = (new DeploymentResourcePool())
        ->setDedicatedResources($deploymentResourcePoolDedicatedResources);
    $request = (new CreateDeploymentResourcePoolRequest())
        ->setParent($formattedParent)
        ->setDeploymentResourcePool($deploymentResourcePool)
        ->setDeploymentResourcePoolId($deploymentResourcePoolId);

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

        if ($response->operationSucceeded()) {
            /** @var DeploymentResourcePool $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 = DeploymentResourcePoolServiceClient::locationName('[PROJECT]', '[LOCATION]');
    $deploymentResourcePoolDedicatedResourcesMinReplicaCount = 0;
    $deploymentResourcePoolId = '[DEPLOYMENT_RESOURCE_POOL_ID]';

    create_deployment_resource_pool_sample(
        $formattedParent,
        $deploymentResourcePoolDedicatedResourcesMinReplicaCount,
        $deploymentResourcePoolId
    );
}

deleteDeploymentResourcePool

Delete a DeploymentResourcePool.

The async variant is DeploymentResourcePoolServiceClient::deleteDeploymentResourcePoolAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\DeleteDeploymentResourcePoolRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteDeploymentResourcePoolRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the DeploymentResourcePool to delete.
 *                              Format:
 *                              `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
 *                              Please see {@see DeploymentResourcePoolServiceClient::deploymentResourcePoolName()} for help formatting this field.
 */
function delete_deployment_resource_pool_sample(string $formattedName): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

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

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

        if ($response->operationSucceeded()) {
            printf('Operation completed successfully.' . PHP_EOL);
        } 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 = DeploymentResourcePoolServiceClient::deploymentResourcePoolName(
        '[PROJECT]',
        '[LOCATION]',
        '[DEPLOYMENT_RESOURCE_POOL]'
    );

    delete_deployment_resource_pool_sample($formattedName);
}

getDeploymentResourcePool

Get a DeploymentResourcePool.

The async variant is DeploymentResourcePoolServiceClient::getDeploymentResourcePoolAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\GetDeploymentResourcePoolRequest` 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\AIPlatform\V1\DeploymentResourcePool`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\DeploymentResourcePool;
use Google\Cloud\AIPlatform\V1\GetDeploymentResourcePoolRequest;

/**
 * @param string $formattedName The name of the DeploymentResourcePool to retrieve.
 *                              Format:
 *                              `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
 *                              Please see {@see DeploymentResourcePoolServiceClient::deploymentResourcePoolName()} for help formatting this field.
 */
function get_deployment_resource_pool_sample(string $formattedName): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var DeploymentResourcePool $response */
        $response = $deploymentResourcePoolServiceClient->getDeploymentResourcePool($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 = DeploymentResourcePoolServiceClient::deploymentResourcePoolName(
        '[PROJECT]',
        '[LOCATION]',
        '[DEPLOYMENT_RESOURCE_POOL]'
    );

    get_deployment_resource_pool_sample($formattedName);
}

listDeploymentResourcePools

List DeploymentResourcePools in a location.

The async variant is DeploymentResourcePoolServiceClient::listDeploymentResourcePoolsAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\ListDeploymentResourcePoolsRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\DeploymentResourcePool;
use Google\Cloud\AIPlatform\V1\ListDeploymentResourcePoolsRequest;

/**
 * @param string $formattedParent The parent Location which owns this collection of
 *                                DeploymentResourcePools. Format: `projects/{project}/locations/{location}`
 *                                Please see {@see DeploymentResourcePoolServiceClient::projectName()} for help formatting this field.
 */
function list_deployment_resource_pools_sample(string $formattedParent): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

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

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

        /** @var DeploymentResourcePool $element */
        foreach ($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 = DeploymentResourcePoolServiceClient::projectName('[PROJECT]');

    list_deployment_resource_pools_sample($formattedParent);
}

queryDeployedModels

List DeployedModels that have been deployed on this DeploymentResourcePool.

The async variant is DeploymentResourcePoolServiceClient::queryDeployedModelsAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\QueryDeployedModelsRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\DeployedModel;
use Google\Cloud\AIPlatform\V1\QueryDeployedModelsRequest;

/**
 * @param string $deploymentResourcePool The name of the target DeploymentResourcePool to query.
 *                                       Format:
 *                                       `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
 */
function query_deployed_models_sample(string $deploymentResourcePool): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $request = (new QueryDeployedModelsRequest())
        ->setDeploymentResourcePool($deploymentResourcePool);

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

        /** @var DeployedModel $element */
        foreach ($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
{
    $deploymentResourcePool = '[DEPLOYMENT_RESOURCE_POOL]';

    query_deployed_models_sample($deploymentResourcePool);
}

updateDeploymentResourcePool

Update a DeploymentResourcePool.

The async variant is DeploymentResourcePoolServiceClient::updateDeploymentResourcePoolAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\UpdateDeploymentResourcePoolRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\AIPlatform\V1\DedicatedResources;
use Google\Cloud\AIPlatform\V1\DeploymentResourcePool;
use Google\Cloud\AIPlatform\V1\MachineSpec;
use Google\Cloud\AIPlatform\V1\UpdateDeploymentResourcePoolRequest;
use Google\Protobuf\FieldMask;
use Google\Rpc\Status;

/**
 * @param int $deploymentResourcePoolDedicatedResourcesMinReplicaCount Immutable. The minimum number of machine replicas this
 *                                                                     DeployedModel will be always deployed on. This value must be greater than
 *                                                                     or equal to 1.
 *
 *                                                                     If traffic against the DeployedModel increases, it may dynamically be
 *                                                                     deployed onto more replicas, and as traffic decreases, some of these extra
 *                                                                     replicas may be freed.
 */
function update_deployment_resource_pool_sample(
    int $deploymentResourcePoolDedicatedResourcesMinReplicaCount
): void {
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $deploymentResourcePoolDedicatedResourcesMachineSpec = new MachineSpec();
    $deploymentResourcePoolDedicatedResources = (new DedicatedResources())
        ->setMachineSpec($deploymentResourcePoolDedicatedResourcesMachineSpec)
        ->setMinReplicaCount($deploymentResourcePoolDedicatedResourcesMinReplicaCount);
    $deploymentResourcePool = (new DeploymentResourcePool())
        ->setDedicatedResources($deploymentResourcePoolDedicatedResources);
    $updateMask = new FieldMask();
    $request = (new UpdateDeploymentResourcePoolRequest())
        ->setDeploymentResourcePool($deploymentResourcePool)
        ->setUpdateMask($updateMask);

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

        if ($response->operationSucceeded()) {
            /** @var DeploymentResourcePool $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
{
    $deploymentResourcePoolDedicatedResourcesMinReplicaCount = 0;

    update_deployment_resource_pool_sample($deploymentResourcePoolDedicatedResourcesMinReplicaCount);
}

getLocation

Gets information about a location.

The async variant is DeploymentResourcePoolServiceClient::getLocationAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Location\GetLocationRequest` 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\Location\Location`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\Location\GetLocationRequest;
use Google\Cloud\Location\Location;

/**
 * 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 get_location_sample(): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $request = new GetLocationRequest();

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

listLocations

Lists information about the supported locations for this service.

The async variant is DeploymentResourcePoolServiceClient::listLocationsAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Location\ListLocationsRequest` 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\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\Location\ListLocationsRequest;
use Google\Cloud\Location\Location;

/**
 * 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 list_locations_sample(): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $request = new ListLocationsRequest();

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

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

getIamPolicy

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

The async variant is DeploymentResourcePoolServiceClient::getIamPolicyAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\GetIamPolicyRequest` 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\Iam\V1\Policy`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\Iam\V1\GetIamPolicyRequest;
use Google\Cloud\Iam\V1\Policy;

/**
 * @param string $resource REQUIRED: The resource for which the policy is being requested.
 *                         See the operation documentation for the appropriate value for this field.
 */
function get_iam_policy_sample(string $resource): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $request = (new GetIamPolicyRequest())
        ->setResource($resource);

    // Call the API and handle any network failures.
    try {
        /** @var Policy $response */
        $response = $deploymentResourcePoolServiceClient->getIamPolicy($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
{
    $resource = '[RESOURCE]';

    get_iam_policy_sample($resource);
}

setIamPolicy

Sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

The async variant is DeploymentResourcePoolServiceClient::setIamPolicyAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\SetIamPolicyRequest` 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\Iam\V1\Policy`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\Iam\V1\Policy;
use Google\Cloud\Iam\V1\SetIamPolicyRequest;

/**
 * @param string $resource REQUIRED: The resource for which the policy is being specified.
 *                         See the operation documentation for the appropriate value for this field.
 */
function set_iam_policy_sample(string $resource): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $policy = new Policy();
    $request = (new SetIamPolicyRequest())
        ->setResource($resource)
        ->setPolicy($policy);

    // Call the API and handle any network failures.
    try {
        /** @var Policy $response */
        $response = $deploymentResourcePoolServiceClient->setIamPolicy($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
{
    $resource = '[RESOURCE]';

    set_iam_policy_sample($resource);
}

testIamPermissions

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

The async variant is DeploymentResourcePoolServiceClient::testIamPermissionsAsync() .

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\TestIamPermissionsRequest` 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\Iam\V1\TestIamPermissionsResponse`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\DeploymentResourcePoolServiceClient;
use Google\Cloud\Iam\V1\TestIamPermissionsRequest;
use Google\Cloud\Iam\V1\TestIamPermissionsResponse;

/**
 * @param string $resource           REQUIRED: The resource for which the policy detail is being requested.
 *                                   See the operation documentation for the appropriate value for this field.
 * @param string $permissionsElement The set of permissions to check for the `resource`. Permissions with
 *                                   wildcards (such as '*' or 'storage.*') are not allowed. For more
 *                                   information see
 *                                   [IAM Overview](https://cloud.google.com/iam/docs/overview#permissions).
 */
function test_iam_permissions_sample(string $resource, string $permissionsElement): void
{
    // Create a client.
    $deploymentResourcePoolServiceClient = new DeploymentResourcePoolServiceClient();

    // Prepare the request message.
    $permissions = [$permissionsElement,];
    $request = (new TestIamPermissionsRequest())
        ->setResource($resource)
        ->setPermissions($permissions);

    // Call the API and handle any network failures.
    try {
        /** @var TestIamPermissionsResponse $response */
        $response = $deploymentResourcePoolServiceClient->testIamPermissions($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
{
    $resource = '[RESOURCE]';
    $permissionsElement = '[PERMISSIONS]';

    test_iam_permissions_sample($resource, $permissionsElement);
}

createDeploymentResourcePoolAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\CreateDeploymentResourcePoolRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\OperationResponse>`

deleteDeploymentResourcePoolAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\DeleteDeploymentResourcePoolRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\OperationResponse>`

getDeploymentResourcePoolAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\GetDeploymentResourcePoolRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\Cloud\AIPlatform\V1\DeploymentResourcePool>`

listDeploymentResourcePoolsAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\ListDeploymentResourcePoolsRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\PagedListResponse>`

queryDeployedModelsAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\QueryDeployedModelsRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\PagedListResponse>`

updateDeploymentResourcePoolAsync

Parameters
Name	Description
`request`	`Google\Cloud\AIPlatform\V1\UpdateDeploymentResourcePoolRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\OperationResponse>`

getLocationAsync

Parameters
Name	Description
`request`	`Google\Cloud\Location\GetLocationRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\Cloud\Location\Location>`

listLocationsAsync

Parameters
Name	Description
`request`	`Google\Cloud\Location\ListLocationsRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\ApiCore\PagedListResponse>`

getIamPolicyAsync

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\GetIamPolicyRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\Cloud\Iam\V1\Policy>`

setIamPolicyAsync

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\SetIamPolicyRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\Cloud\Iam\V1\Policy>`

testIamPermissionsAsync

Parameters
Name	Description
`request`	`Google\Cloud\Iam\V1\TestIamPermissionsRequest`
`optionalArgs`	`array`

Returns
Type	Description
`GuzzleHttp\Promise\PromiseInterface<Google\Cloud\Iam\V1\TestIamPermissionsResponse>`

getOperationsClient

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

Returns
Type	Description
`Google\LongRunning\Client\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::deploymentResourcePoolName

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

Parameters
Name	Description
`project`	`string`
`location`	`string`
`deploymentResourcePool`	`string`

Returns
Type	Description
`string`	The formatted deployment_resource_pool resource.

static::locationName

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

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

Returns
Type	Description
`string`	The formatted location resource.

static::projectName

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

Parameter
Name	Description
`project`	`string`

Returns
Type	Description
`string`	The formatted project resource.

static::reservationName

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

Parameters
Name	Description
`projectIdOrNumber`	`string`
`zone`	`string`
`reservationName`	`string`

Returns
Type	Description
`string`	The formatted reservation 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

deploymentResourcePool: projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}
location: projects/{project}/locations/{location}
project: projects/{project}
reservation: projects/{project_id_or_number}/zones/{zone}/reservations/{reservation_name}

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.