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

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

Service Description: A service for managing Vertex AI's machine learning Models.

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:

$modelServiceClient = new ModelServiceClient();
try {
    $formattedParent = $modelServiceClient->modelEvaluationSliceName('[PROJECT]', '[LOCATION]', '[MODEL]', '[EVALUATION]', '[SLICE]');
    $evaluatedAnnotations = [];
    $response = $modelServiceClient->batchImportEvaluatedAnnotations($formattedParent, $evaluatedAnnotations);
} finally {
    $modelServiceClient->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\ModelServiceClient to use the new surface.

Namespace

Google \ Cloud \ AIPlatform \ V1

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.

batchImportEvaluatedAnnotations

Imports a list of externally generated EvaluatedAnnotations.

Parameters
Name	Description
`parent`	`string` Required. The name of the parent ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
`evaluatedAnnotations`	`array<Google\Cloud\AIPlatform\V1\EvaluatedAnnotation>` Required. Evaluated annotations resource to be imported.
`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
Type	Description
`Google\Cloud\AIPlatform\V1\BatchImportEvaluatedAnnotationsResponse`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\BatchImportEvaluatedAnnotationsRequest;
use Google\Cloud\AIPlatform\V1\BatchImportEvaluatedAnnotationsResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\EvaluatedAnnotation;

/**
 * @param string $formattedParent The name of the parent ModelEvaluationSlice resource.
 *                                Format:
 *                                `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
 *                                Please see {@see ModelServiceClient::modelEvaluationSliceName()} for help formatting this field.
 */
function batch_import_evaluated_annotations_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $evaluatedAnnotations = [new EvaluatedAnnotation()];
    $request = (new BatchImportEvaluatedAnnotationsRequest())
        ->setParent($formattedParent)
        ->setEvaluatedAnnotations($evaluatedAnnotations);

    // Call the API and handle any network failures.
    try {
        /** @var BatchImportEvaluatedAnnotationsResponse $response */
        $response = $modelServiceClient->batchImportEvaluatedAnnotations($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
{
    $formattedParent = ModelServiceClient::modelEvaluationSliceName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]',
        '[EVALUATION]',
        '[SLICE]'
    );

    batch_import_evaluated_annotations_sample($formattedParent);
}

batchImportModelEvaluationSlices

Imports a list of externally generated ModelEvaluationSlice.

Parameters
Name	Description
`parent`	`string` Required. The name of the parent ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
`modelEvaluationSlices`	`array<Google\Cloud\AIPlatform\V1\ModelEvaluationSlice>` Required. Model evaluation slice resource to be imported.
`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
Type	Description
`Google\Cloud\AIPlatform\V1\BatchImportModelEvaluationSlicesResponse`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\BatchImportModelEvaluationSlicesRequest;
use Google\Cloud\AIPlatform\V1\BatchImportModelEvaluationSlicesResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ModelEvaluationSlice;

/**
 * @param string $formattedParent The name of the parent ModelEvaluation resource.
 *                                Format:
 *                                `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
 *                                Please see {@see ModelServiceClient::modelEvaluationName()} for help formatting this field.
 */
function batch_import_model_evaluation_slices_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $modelEvaluationSlices = [new ModelEvaluationSlice()];
    $request = (new BatchImportModelEvaluationSlicesRequest())
        ->setParent($formattedParent)
        ->setModelEvaluationSlices($modelEvaluationSlices);

    // Call the API and handle any network failures.
    try {
        /** @var BatchImportModelEvaluationSlicesResponse $response */
        $response = $modelServiceClient->batchImportModelEvaluationSlices($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
{
    $formattedParent = ModelServiceClient::modelEvaluationName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]',
        '[EVALUATION]'
    );

    batch_import_model_evaluation_slices_sample($formattedParent);
}

copyModel

Copies an already existing Vertex AI Model into the specified Location.

The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for Model.metadata content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Location into which to copy the Model. Format: `projects/{project}/locations/{location}`
`sourceModel`	`string` Required. The resource name of the Model to copy. That Model must be in the same Project. Format: `projects/{project}/locations/{location}/models/{model}`
`optionalArgs`	`array` Optional.
`↳ modelId`	`string` Optional. Copy source_model into a new Model with this ID. The ID will become the final component of the model resource name. This value may be up to 63 characters, and valid characters are `[a-z0-9_-]`. The first character cannot be a number or hyphen.
`↳ parentModel`	`string` Optional. Specify this field to copy source_model into this existing Model as a new version. Format: `projects/{project}/locations/{location}/models/{model}`
`↳ encryptionSpec`	`EncryptionSpec` Customer-managed encryption key options. If this is set, then the Model copy will be encrypted with the provided encryption key.
`↳ 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\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\CopyModelRequest;
use Google\Cloud\AIPlatform\V1\CopyModelResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedParent      The resource name of the Location into which to copy the Model.
 *                                     Format: `projects/{project}/locations/{location}`
 *                                     Please see {@see ModelServiceClient::locationName()} for help formatting this field.
 * @param string $formattedSourceModel The resource name of the Model to copy. That Model must be in the
 *                                     same Project. Format:
 *                                     `projects/{project}/locations/{location}/models/{model}`
 *                                     Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function copy_model_sample(string $formattedParent, string $formattedSourceModel): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

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

        if ($response->operationSucceeded()) {
            /** @var CopyModelResponse $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::locationName('[PROJECT]', '[LOCATION]');
    $formattedSourceModel = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    copy_model_sample($formattedParent, $formattedSourceModel);
}

deleteModel

Deletes a Model.

A model cannot be deleted if any Endpoint resource has a DeployedModel based on the model in its deployed_models field.

Parameters
Name	Description
`name`	`string` Required. The name of the Model resource to be deleted. Format: `projects/{project}/locations/{location}/models/{model}`
`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
Type	Description
`Google\ApiCore\OperationResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteModelRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the Model resource to be deleted.
 *                              Format: `projects/{project}/locations/{location}/models/{model}`
 *                              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 {
        /** @var OperationResponse $response */
        $response = $modelServiceClient->deleteModel($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 = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    delete_model_sample($formattedName);
}

deleteModelVersion

Deletes a Model version.

Model version can only be deleted if there are no DeployedModels created from it. Deleting the only version in the Model is not allowed. Use DeleteModel for deleting the Model instead.

Parameters
Name	Description
`name`	`string` Required. The name of the model version to be deleted, with a version ID explicitly included. Example: `projects/{project}/locations/{location}/models/{model}@1234`
`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
Type	Description
`Google\ApiCore\OperationResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteModelVersionRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the model version to be deleted, with a version ID
 *                              explicitly included.
 *
 *                              Example: `projects/{project}/locations/{location}/models/{model}&#64;1234`
 *                              Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function delete_model_version_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $modelServiceClient->deleteModelVersion($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 = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    delete_model_version_sample($formattedName);
}

exportModel

Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one supported export format.

Parameters
Name	Description
`name`	`string` Required. The resource name of the Model to export. The resource name may contain version id or version alias to specify the version, if no version is specified, the default version will be exported.
`outputConfig`	`Google\Cloud\AIPlatform\V1\ExportModelRequest\OutputConfig` Required. The desired output location and configuration.
`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
Type	Description
`Google\ApiCore\OperationResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ExportModelRequest;
use Google\Cloud\AIPlatform\V1\ExportModelRequest\OutputConfig;
use Google\Cloud\AIPlatform\V1\ExportModelResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedName The resource name of the Model to export.
 *                              The resource name may contain version id or version alias to specify the
 *                              version, if no version is specified, the default version will be exported. Please see
 *                              {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function export_model_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $outputConfig = new OutputConfig();
    $request = (new ExportModelRequest())
        ->setName($formattedName)
        ->setOutputConfig($outputConfig);

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

        if ($response->operationSucceeded()) {
            /** @var ExportModelResponse $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]', '[MODEL]');

    export_model_sample($formattedName);
}

getModel

Gets a Model.

Parameters
Name	Description
`name`	`string` Required. The name of the Model resource. Format: `projects/{project}/locations/{location}/models/{model}` In order to retrieve a specific version of the model, also provide the version ID or version alias. Example: `projects/{project}/locations/{location}/models/{model}@2` or `projects/{project}/locations/{location}/models/{model}@golden` If no version ID or alias is specified, the "default" version will be returned. The "default" version alias is created for the first version of the model, and can be moved to other versions later on. There will be exactly one default version.
`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
Type	Description
`Google\Cloud\AIPlatform\V1\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\GetModelRequest;
use Google\Cloud\AIPlatform\V1\Model;

/**
 * @param string $formattedName The name of the Model resource.
 *                              Format: `projects/{project}/locations/{location}/models/{model}`
 *
 *                              In order to retrieve a specific version of the model, also provide
 *                              the version ID or version alias.
 *                              Example: `projects/{project}/locations/{location}/models/{model}&#64;2`
 *                              or
 *                              `projects/{project}/locations/{location}/models/{model}&#64;golden`
 *                              If no version ID or alias is specified, the "default" version will be
 *                              returned. The "default" version alias is created for the first version of
 *                              the model, and can be moved to other versions later on. There will be
 *                              exactly one default version. 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]', '[MODEL]');

    get_model_sample($formattedName);
}

getModelEvaluation

Gets a ModelEvaluation.

Parameters
Name	Description
`name`	`string` Required. The name of the ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
`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
Type	Description
`Google\Cloud\AIPlatform\V1\ModelEvaluation`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\GetModelEvaluationRequest;
use Google\Cloud\AIPlatform\V1\ModelEvaluation;

/**
 * @param string $formattedName The name of the ModelEvaluation resource.
 *                              Format:
 *                              `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
 *                              Please see {@see ModelServiceClient::modelEvaluationName()} for help formatting this field.
 */
function get_model_evaluation_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var ModelEvaluation $response */
        $response = $modelServiceClient->getModelEvaluation($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::modelEvaluationName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]',
        '[EVALUATION]'
    );

    get_model_evaluation_sample($formattedName);
}

getModelEvaluationSlice

Gets a ModelEvaluationSlice.

Parameters
Name	Description
`name`	`string` Required. The name of the ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
`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
Type	Description
`Google\Cloud\AIPlatform\V1\ModelEvaluationSlice`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\GetModelEvaluationSliceRequest;
use Google\Cloud\AIPlatform\V1\ModelEvaluationSlice;

/**
 * @param string $formattedName The name of the ModelEvaluationSlice resource.
 *                              Format:
 *                              `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
 *                              Please see {@see ModelServiceClient::modelEvaluationSliceName()} for help formatting this field.
 */
function get_model_evaluation_slice_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var ModelEvaluationSlice $response */
        $response = $modelServiceClient->getModelEvaluationSlice($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::modelEvaluationSliceName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]',
        '[EVALUATION]',
        '[SLICE]'
    );

    get_model_evaluation_slice_sample($formattedName);
}

importModelEvaluation

Imports an externally generated ModelEvaluation.

Parameters
Name	Description
`parent`	`string` Required. The name of the parent model resource. Format: `projects/{project}/locations/{location}/models/{model}`
`modelEvaluation`	`Google\Cloud\AIPlatform\V1\ModelEvaluation` Required. Model evaluation resource to be imported.
`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
Type	Description
`Google\Cloud\AIPlatform\V1\ModelEvaluation`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ImportModelEvaluationRequest;
use Google\Cloud\AIPlatform\V1\ModelEvaluation;

/**
 * @param string $formattedParent The name of the parent model resource.
 *                                Format: `projects/{project}/locations/{location}/models/{model}`
 *                                Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function import_model_evaluation_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $modelEvaluation = new ModelEvaluation();
    $request = (new ImportModelEvaluationRequest())
        ->setParent($formattedParent)
        ->setModelEvaluation($modelEvaluation);

    // Call the API and handle any network failures.
    try {
        /** @var ModelEvaluation $response */
        $response = $modelServiceClient->importModelEvaluation($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
{
    $formattedParent = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    import_model_evaluation_sample($formattedParent);
}

listModelEvaluationSlices

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters
Name	Description
`parent`	`string` Required. The resource name of the ModelEvaluation to list the ModelEvaluationSlices from. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` The standard list filter. * `slice.dimension` - for =.
`↳ 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` Mask specifying which fields to read.
`↳ 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\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ListModelEvaluationSlicesRequest;
use Google\Cloud\AIPlatform\V1\ModelEvaluationSlice;

/**
 * @param string $formattedParent The resource name of the ModelEvaluation to list the
 *                                ModelEvaluationSlices from. Format:
 *                                `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
 *                                Please see {@see ModelServiceClient::modelEvaluationName()} for help formatting this field.
 */
function list_model_evaluation_slices_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

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

        /** @var ModelEvaluationSlice $element */
        foreach ($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::modelEvaluationName(
        '[PROJECT]',
        '[LOCATION]',
        '[MODEL]',
        '[EVALUATION]'
    );

    list_model_evaluation_slices_sample($formattedParent);
}

listModelEvaluations

Lists ModelEvaluations in a Model.

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Model to list the ModelEvaluations from. Format: `projects/{project}/locations/{location}/models/{model}`
`optionalArgs`	`array` Optional.
`↳ 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.
`↳ readMask`	`FieldMask` Mask specifying which fields to read.
`↳ 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\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ListModelEvaluationsRequest;
use Google\Cloud\AIPlatform\V1\ModelEvaluation;

/**
 * @param string $formattedParent The resource name of the Model to list the ModelEvaluations from.
 *                                Format: `projects/{project}/locations/{location}/models/{model}`
 *                                Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function list_model_evaluations_sample(string $formattedParent): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

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

        /** @var ModelEvaluation $element */
        foreach ($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::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    list_model_evaluations_sample($formattedParent);
}

listModelVersions

Lists versions of the specified model.

Parameters
Name	Description
`name`	`string` Required. The name of the model to list versions for.
`optionalArgs`	`array` Optional.
`↳ 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.
`↳ filter`	`string` An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `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: *`labels.myKey="myValue"`
`↳ readMask`	`FieldMask` 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: * `create_time` * `update_time` Example: `update_time asc, 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
Type	Description
`Google\ApiCore\PagedListResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ListModelVersionsRequest;
use Google\Cloud\AIPlatform\V1\Model;

/**
 * @param string $formattedName The name of the model to list versions for. Please see
 *                              {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function list_model_versions_sample(string $formattedName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var PagedListResponse $response */
        $response = $modelServiceClient->listModelVersions($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
{
    $formattedName = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    list_model_versions_sample($formattedName);
}

listModels

Lists Models in a Location.

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Location to list the Models from. Format: `projects/{project}/locations/{location}`
`optionalArgs`	`array` Optional.
`↳ filter`	`string` An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `model` supports = and !=. `model` represents the Model ID, i.e. the last segment of the Model'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: `model=1234``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` 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
Type	Description
`Google\ApiCore\PagedListResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\ListModelsRequest;
use Google\Cloud\AIPlatform\V1\Model;

/**
 * @param string $formattedParent The resource name of the Location to list the Models from.
 *                                Format: `projects/{project}/locations/{location}`
 *                                Please see {@see ModelServiceClient::locationName()} 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::locationName('[PROJECT]', '[LOCATION]');

    list_models_sample($formattedParent);
}

mergeVersionAliases

Merges a set of aliases for a Model version.

Parameters
Name	Description
`name`	`string` Required. The name of the model version to merge aliases, with a version ID explicitly included. Example: `projects/{project}/locations/{location}/models/{model}@1234`
`versionAliases`	`string[]` Required. The set of version aliases to merge. The alias should be at most 128 characters, and match `[a-z][a-zA-Z0-9-]{0,126}[a-z-0-9]`. Add the `-` prefix to an alias means removing that alias from the version. `-` is NOT counted in the 128 characters. Example: `-golden` means removing the `golden` alias from the version. There is NO ordering in aliases, which means 1) The aliases returned from GetModel API might not have the exactly same order from this MergeVersionAliases API. 2) Adding and deleting the same alias in the request is not recommended, and the 2 operations will be cancelled out.
`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
Type	Description
`Google\Cloud\AIPlatform\V1\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\MergeVersionAliasesRequest;
use Google\Cloud\AIPlatform\V1\Model;

/**
 * @param string $formattedName         The name of the model version to merge aliases, with a version ID
 *                                      explicitly included.
 *
 *                                      Example: `projects/{project}/locations/{location}/models/{model}&#64;1234`
 *                                      Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 * @param string $versionAliasesElement The set of version aliases to merge.
 *                                      The alias should be at most 128 characters, and match
 *                                      `[a-z][a-zA-Z0-9-]{0,126}[a-z-0-9]`.
 *                                      Add the `-` prefix to an alias means removing that alias from the version.
 *                                      `-` is NOT counted in the 128 characters. Example: `-golden` means removing
 *                                      the `golden` alias from the version.
 *
 *                                      There is NO ordering in aliases, which means
 *                                      1) The aliases returned from GetModel API might not have the exactly same
 *                                      order from this MergeVersionAliases API. 2) Adding and deleting the same
 *                                      alias in the request is not recommended, and the 2 operations will be
 *                                      cancelled out.
 */
function merge_version_aliases_sample(string $formattedName, string $versionAliasesElement): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $versionAliases = [$versionAliasesElement,];
    $request = (new MergeVersionAliasesRequest())
        ->setName($formattedName)
        ->setVersionAliases($versionAliases);

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $modelServiceClient->mergeVersionAliases($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]', '[MODEL]');
    $versionAliasesElement = '[VERSION_ALIASES]';

    merge_version_aliases_sample($formattedName, $versionAliasesElement);
}

updateExplanationDataset

Incrementally update the dataset used for an examples model.

Parameters
Name	Description
`model`	`string` Required. The resource name of the Model to update. Format: `projects/{project}/locations/{location}/models/{model}`
`optionalArgs`	`array` Optional.
`↳ examples`	`Examples` The example config containing the location of the dataset.
`↳ 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\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\UpdateExplanationDatasetRequest;
use Google\Cloud\AIPlatform\V1\UpdateExplanationDatasetResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedModel The resource name of the Model to update.
 *                               Format: `projects/{project}/locations/{location}/models/{model}`
 *                               Please see {@see ModelServiceClient::modelName()} for help formatting this field.
 */
function update_explanation_dataset_sample(string $formattedModel): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $request = (new UpdateExplanationDatasetRequest())
        ->setModel($formattedModel);

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

        if ($response->operationSucceeded()) {
            /** @var UpdateExplanationDatasetResponse $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
{
    $formattedModel = ModelServiceClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');

    update_explanation_dataset_sample($formattedModel);
}

updateModel

Updates a Model.

Parameters
Name	Description
`model`	`Google\Cloud\AIPlatform\V1\Model` Required. The Model which replaces the resource on the server. When Model Versioning is enabled, the model.name will be used to determine whether to update the model or model version. model.name with the @ value, e.g. models/123@1, refers to a version specific update. model.name without the @ value, e.g. models/123, refers to a model update. model.name with @-, e.g. models/123@-, refers to a model update. Supported model fields: display_name, description; supported version-specific fields: version_description. Labels are supported in both scenarios. Both the model labels and the version labels are merged when a model is returned. When updating labels, if the request is for model-specific update, model label gets updated. Otherwise, version labels get updated. A model name or model version name fields update mismatch will cause a precondition error. One request cannot update both the model and the version fields. You must update them separately.
`updateMask`	`Google\Protobuf\FieldMask` Required. The update mask applies to the resource. For the `FieldMask` definition, 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
Type	Description
`Google\Cloud\AIPlatform\V1\Model`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\Model;
use Google\Cloud\AIPlatform\V1\UpdateModelRequest;
use Google\Protobuf\FieldMask;

/**
 * @param string $modelDisplayName The display name of the Model.
 *                                 The name can be up to 128 characters long and can consist of any UTF-8
 *                                 characters.
 */
function update_model_sample(string $modelDisplayName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $model = (new Model())
        ->setDisplayName($modelDisplayName);
    $updateMask = new FieldMask();
    $request = (new UpdateModelRequest())
        ->setModel($model)
        ->setUpdateMask($updateMask);

    // 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
{
    $modelDisplayName = '[DISPLAY_NAME]';

    update_model_sample($modelDisplayName);
}

uploadModel

Uploads a Model artifact into Vertex AI.

Parameters
Name	Description
`parent`	`string` Required. The resource name of the Location into which to upload the Model. Format: `projects/{project}/locations/{location}`
`model`	`Google\Cloud\AIPlatform\V1\Model` Required. The Model to create.
`optionalArgs`	`array` Optional.
`↳ parentModel`	`string` Optional. The resource name of the model into which to upload the version. Only specify this field when uploading a new version.
`↳ modelId`	`string` Optional. The ID to use for the uploaded Model, which will become the final component of the model resource name. This value may be up to 63 characters, and valid characters are `[a-z0-9_-]`. The first character cannot be a number or hyphen.
`↳ serviceAccount`	`string` Optional. The user-provided custom service account to use to do the model upload. If empty, Vertex AI Service Agent will be used. Users uploading the Model must have the `iam.serviceAccounts.actAs` permission on this service account. Also, this account must belong to the project specified in the `parent` field and have all necessary read permissions.
`↳ 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\ModelServiceClient;
use Google\Cloud\AIPlatform\V1\Model;
use Google\Cloud\AIPlatform\V1\UploadModelRequest;
use Google\Cloud\AIPlatform\V1\UploadModelResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedParent  The resource name of the Location into which to upload the Model.
 *                                 Format: `projects/{project}/locations/{location}`
 *                                 Please see {@see ModelServiceClient::locationName()} for help formatting this field.
 * @param string $modelDisplayName The display name of the Model.
 *                                 The name can be up to 128 characters long and can consist of any UTF-8
 *                                 characters.
 */
function upload_model_sample(string $formattedParent, string $modelDisplayName): void
{
    // Create a client.
    $modelServiceClient = new ModelServiceClient();

    // Prepare the request message.
    $model = (new Model())
        ->setDisplayName($modelDisplayName);
    $request = (new UploadModelRequest())
        ->setParent($formattedParent)
        ->setModel($model);

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

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

    upload_model_sample($formattedParent, $modelDisplayName);
}

getLocation

Gets information about a location.

Parameters
Name	Description
`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
Type	Description
`Google\Cloud\Location\Location`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
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.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Location $response */
        $response = $modelServiceClient->getLocation($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
Name	Description
`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
Type	Description
`Google\ApiCore\PagedListResponse`

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
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.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var PagedListResponse $response */
        $response = $modelServiceClient->listLocations($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
Name	Description
`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
Type	Description
`Google\Cloud\Iam\V1\Policy`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
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.
    $modelServiceClient = new ModelServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Policy $response */
        $response = $modelServiceClient->getIamPolicy($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
Name	Description
`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
Type	Description
`Google\Cloud\Iam\V1\Policy`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
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.
    $modelServiceClient = new ModelServiceClient();

    // 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 = $modelServiceClient->setIamPolicy($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
Name	Description
`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
Type	Description
`Google\Cloud\Iam\V1\TestIamPermissionsResponse`

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\ModelServiceClient;
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.
    $modelServiceClient = new ModelServiceClient();

    // 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 = $modelServiceClient->testIamPermissions($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
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::endpointName

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

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

Returns
Type	Description
`string`	The formatted endpoint 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::modelName

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

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

Returns
Type	Description
`string`	The formatted model resource.

static::modelEvaluationName

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

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

Returns
Type	Description
`string`	The formatted model_evaluation resource.

static::modelEvaluationSliceName

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

Parameters
Name	Description
`project`	`string`
`location`	`string`
`model`	`string`
`evaluation`	`string`
`slice`	`string`

Returns
Type	Description
`string`	The formatted model_evaluation_slice resource.

static::pipelineJobName

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

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

Returns
Type	Description
`string`	The formatted pipeline_job resource.

static::projectLocationEndpointName

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

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

Returns
Type	Description
`string`	The formatted project_location_endpoint resource.

static::projectLocationPublisherModelName

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

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

Returns
Type	Description
`string`	The formatted project_location_publisher_model resource.

static::trainingPipelineName

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

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

Returns
Type	Description
`string`	The formatted training_pipeline 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}
modelEvaluation: projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}
modelEvaluationSlice: projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}
pipelineJob: projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}
projectLocationEndpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
projectLocationPublisherModel: projects/{project}/locations/{location}/publishers/{publisher}/models/{model}
trainingPipeline: projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}

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.

Constants

SERVICE_NAME

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

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.