Google Cloud Ai Platform V1 Client - Class EndpointServiceClient (0.23.0)

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

Service Description: A service for managing Vertex AI's Endpoints.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:

$endpointServiceClient = new EndpointServiceClient();
try {
    $formattedParent = $endpointServiceClient->locationName('[PROJECT]', '[LOCATION]');
    $endpoint = new Endpoint();
    $operationResponse = $endpointServiceClient->createEndpoint($formattedParent, $endpoint);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
        // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $endpointServiceClient->createEndpoint($formattedParent, $endpoint);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $endpointServiceClient->resumeOperation($operationName, 'createEndpoint');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
        // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $endpointServiceClient->close();
}

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.

This service has a new (beta) implementation. See Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient to use the new surface.

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
NameDescription
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.

createEndpoint

Creates an Endpoint.

Parameters
NameDescription
parent string

Required. The resource name of the Location to create the Endpoint in. Format: projects/{project}/locations/{location}

endpoint Google\Cloud\AIPlatform\V1\Endpoint

Required. The Endpoint to create.

optionalArgs array

Optional.

↳ endpointId string

Immutable. The ID to use for endpoint, which will become the final component of the endpoint resource name. If not provided, Vertex AI will generate a value for this ID. If the first character is a letter, this value may be up to 63 characters, and valid characters are [a-z0-9-]. The last character must be a letter or number. If the first character is a number, this value may be up to 9 characters, and valid characters are [0-9] with no leading zeros. When using HTTP/JSON, this field is populated based on a query string argument, such as ?endpoint_id=12345. This is the fallback for fields that are not included in either the URI or the body.

↳ 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
TypeDescription
Google\ApiCore\OperationResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\CreateEndpointRequest;
use Google\Cloud\AIPlatform\V1\Endpoint;
use Google\Rpc\Status;

/**
 * @param string $formattedParent     The resource name of the Location to create the Endpoint in.
 *                                    Format: `projects/{project}/locations/{location}`
 *                                    Please see {@see EndpointServiceClient::locationName()} for help formatting this field.
 * @param string $endpointDisplayName The display name of the Endpoint.
 *                                    The name can be up to 128 characters long and can consist of any UTF-8
 *                                    characters.
 */
function create_endpoint_sample(string $formattedParent, string $endpointDisplayName): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

    // Prepare the request message.
    $endpoint = (new Endpoint())
        ->setDisplayName($endpointDisplayName);
    $request = (new CreateEndpointRequest())
        ->setParent($formattedParent)
        ->setEndpoint($endpoint);

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

        if ($response->operationSucceeded()) {
            /** @var Endpoint $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 = EndpointServiceClient::locationName('[PROJECT]', '[LOCATION]');
    $endpointDisplayName = '[DISPLAY_NAME]';

    create_endpoint_sample($formattedParent, $endpointDisplayName);
}

deleteEndpoint

Deletes an Endpoint.

Parameters
NameDescription
name string

Required. The name of the Endpoint resource to be deleted. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

optionalArgs 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
TypeDescription
Google\ApiCore\OperationResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteEndpointRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the Endpoint resource to be deleted.
 *                              Format:
 *                              `projects/{project}/locations/{location}/endpoints/{endpoint}`
 *                              Please see {@see EndpointServiceClient::endpointName()} for help formatting this field.
 */
function delete_endpoint_sample(string $formattedName): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $endpointServiceClient->deleteEndpoint($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 = EndpointServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');

    delete_endpoint_sample($formattedName);
}

deployModel

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Parameters
NameDescription
endpoint string

Required. The name of the Endpoint resource into which to deploy a Model. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

deployedModel Google\Cloud\AIPlatform\V1\DeployedModel

Required. The DeployedModel to be created within the Endpoint. Note that Endpoint.traffic_split must be updated for the DeployedModel to start receiving traffic, either as part of this call, or via EndpointService.UpdateEndpoint.

optionalArgs array

Optional.

↳ trafficSplit array

A map from a DeployedModel's ID to the percentage of this Endpoint's traffic that should be forwarded to that DeployedModel. If this field is non-empty, then the Endpoint's traffic_split will be overwritten with it. To refer to the ID of the just being deployed Model, a "0" should be used, and the actual ID of the new DeployedModel will be filled in its place by this method. The traffic percentage values must add up to 100. If this field is empty, then the Endpoint's traffic_split is not updated.

↳ 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
TypeDescription
Google\ApiCore\OperationResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\DeployModelRequest;
use Google\Cloud\AIPlatform\V1\DeployModelResponse;
use Google\Cloud\AIPlatform\V1\DeployedModel;
use Google\Rpc\Status;

/**
 * @param string $formattedEndpoint           The name of the Endpoint resource into which to deploy a Model.
 *                                            Format:
 *                                            `projects/{project}/locations/{location}/endpoints/{endpoint}`
 *                                            Please see {@see EndpointServiceClient::endpointName()} for help formatting this field.
 * @param string $formattedDeployedModelModel The resource name of the Model that this is the deployment of.
 *                                            Note that the Model may be in a different location than the DeployedModel's
 *                                            Endpoint.
 *
 *                                            The resource name may contain version id or version alias to specify the
 *                                            version.
 *                                            Example: `projects/{project}/locations/{location}/models/{model}@2`
 *                                            or
 *                                            `projects/{project}/locations/{location}/models/{model}@golden`
 *                                            if no version is specified, the default version will be deployed. Please see
 *                                            {@see EndpointServiceClient::modelName()} for help formatting this field.
 */
function deploy_model_sample(string $formattedEndpoint, string $formattedDeployedModelModel): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

    // Prepare the request message.
    $deployedModel = (new DeployedModel())
        ->setModel($formattedDeployedModelModel);
    $request = (new DeployModelRequest())
        ->setEndpoint($formattedEndpoint)
        ->setDeployedModel($deployedModel);

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

        if ($response->operationSucceeded()) {
            /** @var DeployModelResponse $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
{
    $formattedEndpoint = EndpointServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
    $formattedDeployedModelModel = EndpointServiceClient::modelName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]'
    );

    deploy_model_sample($formattedEndpoint, $formattedDeployedModelModel);
}

getEndpoint

Gets an Endpoint.

Parameters
NameDescription
name string

Required. The name of the Endpoint resource. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

optionalArgs 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
TypeDescription
Google\Cloud\AIPlatform\V1\Endpoint
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\Endpoint;
use Google\Cloud\AIPlatform\V1\GetEndpointRequest;

/**
 * @param string $formattedName The name of the Endpoint resource.
 *                              Format:
 *                              `projects/{project}/locations/{location}/endpoints/{endpoint}`
 *                              Please see {@see EndpointServiceClient::endpointName()} for help formatting this field.
 */
function get_endpoint_sample(string $formattedName): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Endpoint $response */
        $response = $endpointServiceClient->getEndpoint($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 = EndpointServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');

    get_endpoint_sample($formattedName);
}

listEndpoints

Lists Endpoints in a Location.

Parameters
NameDescription
parent string

Required. The resource name of the Location from which to list the Endpoints. Format: projects/{project}/locations/{location}

optionalArgs array

Optional.

↳ filter string

Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * endpoint supports = and !=. endpoint represents the Endpoint ID, i.e. the last segment of the Endpoint's resource name. * display_name supports = and, != * labels supports general map functions that is: * labels.key=value - key:value equality * labels.key:* or labels:key - key existence * A key including a space must be quoted.labels."a key". Some examples: *endpoint=1*displayName="myDisplayName"*labels.myKey="myValue"`

↳ pageSize int

The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.

↳ pageToken string

A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.

↳ readMask FieldMask

Optional. Mask specifying which fields to read.

↳ orderBy string

A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields: * display_name * create_time * update_time Example: display_name, create_time desc.

↳ 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
TypeDescription
Google\ApiCore\PagedListResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\Endpoint;
use Google\Cloud\AIPlatform\V1\ListEndpointsRequest;

/**
 * @param string $formattedParent The resource name of the Location from which to list the
 *                                Endpoints. Format: `projects/{project}/locations/{location}`
 *                                Please see {@see EndpointServiceClient::locationName()} for help formatting this field.
 */
function list_endpoints_sample(string $formattedParent): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

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

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

        /** @var Endpoint $element */
        foreach ($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 = EndpointServiceClient::locationName('[PROJECT]', '[LOCATION]');

    list_endpoints_sample($formattedParent);
}

mutateDeployedModel

Updates an existing deployed model. Updatable fields include min_replica_count, max_replica_count, autoscaling_metric_specs, disable_container_logging (v1 only), and enable_container_logging (v1beta1 only).

Parameters
NameDescription
endpoint string

Required. The name of the Endpoint resource into which to mutate a DeployedModel. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

deployedModel Google\Cloud\AIPlatform\V1\DeployedModel

Required. The DeployedModel to be mutated within the Endpoint. Only the following fields can be mutated:

  • min_replica_count in either DedicatedResources or AutomaticResources
  • max_replica_count in either DedicatedResources or AutomaticResources
  • autoscaling_metric_specs
  • disable_container_logging (v1 only)
  • enable_container_logging (v1beta1 only)
updateMask Google\Protobuf\FieldMask

Required. The update mask applies to the resource. See google.protobuf.FieldMask.

optionalArgs 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
TypeDescription
Google\ApiCore\OperationResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\DeployedModel;
use Google\Cloud\AIPlatform\V1\MutateDeployedModelRequest;
use Google\Cloud\AIPlatform\V1\MutateDeployedModelResponse;
use Google\Protobuf\FieldMask;
use Google\Rpc\Status;

/**
 * @param string $formattedEndpoint           The name of the Endpoint resource into which to mutate a
 *                                            DeployedModel. Format:
 *                                            `projects/{project}/locations/{location}/endpoints/{endpoint}`
 *                                            Please see {@see EndpointServiceClient::endpointName()} for help formatting this field.
 * @param string $formattedDeployedModelModel The resource name of the Model that this is the deployment of.
 *                                            Note that the Model may be in a different location than the DeployedModel's
 *                                            Endpoint.
 *
 *                                            The resource name may contain version id or version alias to specify the
 *                                            version.
 *                                            Example: `projects/{project}/locations/{location}/models/{model}@2`
 *                                            or
 *                                            `projects/{project}/locations/{location}/models/{model}@golden`
 *                                            if no version is specified, the default version will be deployed. Please see
 *                                            {@see EndpointServiceClient::modelName()} for help formatting this field.
 */
function mutate_deployed_model_sample(
    string $formattedEndpoint,
    string $formattedDeployedModelModel
): void {
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

    // Prepare the request message.
    $deployedModel = (new DeployedModel())
        ->setModel($formattedDeployedModelModel);
    $updateMask = new FieldMask();
    $request = (new MutateDeployedModelRequest())
        ->setEndpoint($formattedEndpoint)
        ->setDeployedModel($deployedModel)
        ->setUpdateMask($updateMask);

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

        if ($response->operationSucceeded()) {
            /** @var MutateDeployedModelResponse $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
{
    $formattedEndpoint = EndpointServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
    $formattedDeployedModelModel = EndpointServiceClient::modelName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]'
    );

    mutate_deployed_model_sample($formattedEndpoint, $formattedDeployedModelModel);
}

undeployModel

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Parameters
NameDescription
endpoint string

Required. The name of the Endpoint resource from which to undeploy a Model. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

deployedModelId string

Required. The ID of the DeployedModel to be undeployed from the Endpoint.

optionalArgs array

Optional.

↳ trafficSplit array

If this field is provided, then the Endpoint's traffic_split will be overwritten with it. If last DeployedModel is being undeployed from the Endpoint, the [Endpoint.traffic_split] will always end up empty when this call returns. A DeployedModel will be successfully undeployed only if it doesn't have any traffic assigned to it when this method executes, or if this field unassigns any traffic to it.

↳ 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
TypeDescription
Google\ApiCore\OperationResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\UndeployModelRequest;
use Google\Cloud\AIPlatform\V1\UndeployModelResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedEndpoint The name of the Endpoint resource from which to undeploy a Model.
 *                                  Format:
 *                                  `projects/{project}/locations/{location}/endpoints/{endpoint}`
 *                                  Please see {@see EndpointServiceClient::endpointName()} for help formatting this field.
 * @param string $deployedModelId   The ID of the DeployedModel to be undeployed from the Endpoint.
 */
function undeploy_model_sample(string $formattedEndpoint, string $deployedModelId): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

    // Prepare the request message.
    $request = (new UndeployModelRequest())
        ->setEndpoint($formattedEndpoint)
        ->setDeployedModelId($deployedModelId);

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

        if ($response->operationSucceeded()) {
            /** @var UndeployModelResponse $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
{
    $formattedEndpoint = EndpointServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
    $deployedModelId = '[DEPLOYED_MODEL_ID]';

    undeploy_model_sample($formattedEndpoint, $deployedModelId);
}

updateEndpoint

Updates an Endpoint.

Parameters
NameDescription
endpoint Google\Cloud\AIPlatform\V1\Endpoint

Required. The Endpoint which replaces the resource on the server.

updateMask Google\Protobuf\FieldMask

Required. The update mask applies to the resource. See google.protobuf.FieldMask.

optionalArgs 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
TypeDescription
Google\Cloud\AIPlatform\V1\Endpoint
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
use Google\Cloud\AIPlatform\V1\Endpoint;
use Google\Cloud\AIPlatform\V1\UpdateEndpointRequest;
use Google\Protobuf\FieldMask;

/**
 * @param string $endpointDisplayName The display name of the Endpoint.
 *                                    The name can be up to 128 characters long and can consist of any UTF-8
 *                                    characters.
 */
function update_endpoint_sample(string $endpointDisplayName): void
{
    // Create a client.
    $endpointServiceClient = new EndpointServiceClient();

    // Prepare the request message.
    $endpoint = (new Endpoint())
        ->setDisplayName($endpointDisplayName);
    $updateMask = new FieldMask();
    $request = (new UpdateEndpointRequest())
        ->setEndpoint($endpoint)
        ->setUpdateMask($updateMask);

    // Call the API and handle any network failures.
    try {
        /** @var Endpoint $response */
        $response = $endpointServiceClient->updateEndpoint($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
{
    $endpointDisplayName = '[DISPLAY_NAME]';

    update_endpoint_sample($endpointDisplayName);
}

getLocation

Gets information about a location.

Parameters
NameDescription
optionalArgs array

Optional.

↳ name string

Resource name for the location.

↳ 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
TypeDescription
Google\Cloud\Location\Location
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
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.
    $endpointServiceClient = new EndpointServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Location $response */
        $response = $endpointServiceClient->getLocation($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.

Parameters
NameDescription
optionalArgs array

Optional.

↳ name string

The resource that owns the locations collection, if applicable.

↳ filter string

The standard list filter.

↳ pageSize int

The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved.

↳ pageToken string

A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API.

↳ 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
TypeDescription
Google\ApiCore\PagedListResponse
Example 
use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
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.
    $endpointServiceClient = new EndpointServiceClient();

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

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

Parameters
NameDescription
resource string

REQUIRED: The resource for which the policy is being requested. See the operation documentation for the appropriate value for this field.

optionalArgs array

Optional.

↳ options GetPolicyOptions

OPTIONAL: A GetPolicyOptions object for specifying options to GetIamPolicy.

↳ 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
TypeDescription
Google\Cloud\Iam\V1\Policy
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
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.
    $endpointServiceClient = new EndpointServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Policy $response */
        $response = $endpointServiceClient->getIamPolicy($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.

Parameters
NameDescription
resource string

REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field.

policy Google\Cloud\Iam\V1\Policy

REQUIRED: The complete policy to be applied to the resource. The size of the policy is limited to a few 10s of KB. An empty policy is a valid policy but certain Cloud Platform services (such as Projects) might reject them.

optionalArgs array

Optional.

↳ updateMask FieldMask

OPTIONAL: A FieldMask specifying which fields of the policy to modify. Only the fields in the mask will be modified. If no mask is provided, the following default mask is used: paths: "bindings, etag"

↳ 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
TypeDescription
Google\Cloud\Iam\V1\Policy
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
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.
    $endpointServiceClient = new EndpointServiceClient();

    // 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 = $endpointServiceClient->setIamPolicy($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.

Parameters
NameDescription
resource string

REQUIRED: The resource for which the policy detail is being requested. See the operation documentation for the appropriate value for this field.

permissions string[]

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.

optionalArgs 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
TypeDescription
Google\Cloud\Iam\V1\TestIamPermissionsResponse
Example 
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\EndpointServiceClient;
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.
    $endpointServiceClient = new EndpointServiceClient();

    // 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 = $endpointServiceClient->testIamPermissions($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);
}

getOperationsClient

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

Returns
TypeDescription
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
NameDescription
operationName string

The name of the long running operation

methodName string

The name of the method used to start the operation

Returns
TypeDescription
Google\ApiCore\OperationResponse

static::endpointName

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

Parameters
NameDescription
project string
location string
endpoint string
Returns
TypeDescription
stringThe formatted endpoint resource.

static::locationName

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

Parameters
NameDescription
project string
location string
Returns
TypeDescription
stringThe formatted location resource.

static::modelName

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

Parameters
NameDescription
project string
location string
model string
Returns
TypeDescription
stringThe formatted model resource.

static::modelDeploymentMonitoringJobName

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

Parameters
NameDescription
project string
location string
modelDeploymentMonitoringJob string
Returns
TypeDescription
stringThe formatted model_deployment_monitoring_job resource.

static::networkName

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

Parameters
NameDescription
project string
network string
Returns
TypeDescription
stringThe formatted network resource.

static::projectLocationEndpointName

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

Parameters
NameDescription
project string
location string
endpoint string
Returns
TypeDescription
stringThe formatted project_location_endpoint resource.

static::projectLocationPublisherModelName

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

Parameters
NameDescription
project string
location string
publisher string
model string
Returns
TypeDescription
stringThe formatted project_location_publisher_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

  • endpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
  • location: projects/{project}/locations/{location}
  • model: projects/{project}/locations/{location}/models/{model}
  • modelDeploymentMonitoringJob: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
  • network: projects/{project}/global/networks/{network}
  • projectLocationEndpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
  • projectLocationPublisherModel: projects/{project}/locations/{location}/publishers/{publisher}/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
NameDescription
formattedName string

The formatted name string

template string

Optional name of template to match

Returns
TypeDescription
arrayAn associative array from name component IDs to component values.

Constants

SERVICE_NAME

Value: 'google.cloud.aiplatform.v1.EndpointService'

The name of the service.

SERVICE_ADDRESS

Value: 'aiplatform.googleapis.com'

The default address of the service.

DEFAULT_SERVICE_PORT

Value: 443

The default port of the service.

CODEGEN_NAME

Value: 'gapic'

The name of the code generator, to be included in the agent header.