Google Cloud Ai Platform V1 Client - Class FeaturestoreServiceClient (0.19.0)

Version 0.19.0

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Beta

This library is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.

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

Service Description: The service that handles CRUD and List for resources for Featurestore.

This class is currently experimental and may be subject to changes.

Namespace

Google \ Cloud \ AIPlatform \ V1 \ Client

Methods

__construct

Constructor.

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

batchCreateFeatures

Creates a batch of Features in a given EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::batchCreateFeaturesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\BatchCreateFeaturesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\BatchCreateFeaturesRequest;
use Google\Cloud\AIPlatform\V1\BatchCreateFeaturesResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\CreateFeatureRequest;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\Feature\ValueType;
use Google\Rpc\Status;

/**
 * @param string $formattedParent          The resource name of the EntityType to create the batch of
 *                                         Features under. Format:
 *                                         `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                                         Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 * @param string $formattedRequestsParent  The resource name of the EntityType to create a Feature.
 *                                         Format:
 *                                         `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                                         Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 * @param int    $requestsFeatureValueType Immutable. Type of Feature value.
 * @param string $requestsFeatureId        The ID to use for the Feature, which will become the final
 *                                         component of the Feature's resource name.
 *
 *                                         This value may be up to 128 characters, and valid characters are
 *                                         `[a-z0-9_]`. The first character cannot be a number.
 *
 *                                         The value must be unique within an EntityType.
 */
function batch_create_features_sample(
    string $formattedParent,
    string $formattedRequestsParent,
    int $requestsFeatureValueType,
    string $requestsFeatureId
): void {
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $requestsFeature = (new Feature())
        ->setValueType($requestsFeatureValueType);
    $createFeatureRequest = (new CreateFeatureRequest())
        ->setParent($formattedRequestsParent)
        ->setFeature($requestsFeature)
        ->setFeatureId($requestsFeatureId);
    $requests = [$createFeatureRequest,];
    $request = (new BatchCreateFeaturesRequest())
        ->setParent($formattedParent)
        ->setRequests($requests);

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

        if ($response->operationSucceeded()) {
            /** @var BatchCreateFeaturesResponse $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 = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );
    $formattedRequestsParent = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );
    $requestsFeatureValueType = ValueType::VALUE_TYPE_UNSPECIFIED;
    $requestsFeatureId = '[FEATURE_ID]';

    batch_create_features_sample(
        $formattedParent,
        $formattedRequestsParent,
        $requestsFeatureValueType,
        $requestsFeatureId
    );
}

batchReadFeatureValues

Batch reads Feature values from a Featurestore.

This API enables batch reading Feature values, where each read instance in the batch may read Feature values of entities from one or more EntityTypes. Point-in-time correctness is guaranteed for Feature values of each read instance as of each instance's read timestamp.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::batchReadFeatureValuesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\BatchReadFeatureValuesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\BatchReadFeatureValuesRequest;
use Google\Cloud\AIPlatform\V1\BatchReadFeatureValuesRequest\EntityTypeSpec;
use Google\Cloud\AIPlatform\V1\BatchReadFeatureValuesResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\FeatureSelector;
use Google\Cloud\AIPlatform\V1\FeatureValueDestination;
use Google\Cloud\AIPlatform\V1\IdMatcher;
use Google\Rpc\Status;

/**
 * @param string $formattedFeaturestore                             The resource name of the Featurestore from which to query Feature
 *                                                                  values. Format:
 *                                                                  `projects/{project}/locations/{location}/featurestores/{featurestore}`
 *                                                                  Please see {@see FeaturestoreServiceClient::featurestoreName()} for help formatting this field.
 * @param string $entityTypeSpecsEntityTypeId                       ID of the EntityType to select Features. The EntityType id is
 *                                                                  the
 *                                                                  [entity_type_id][google.cloud.aiplatform.v1.CreateEntityTypeRequest.entity_type_id]
 *                                                                  specified during EntityType creation.
 * @param string $entityTypeSpecsFeatureSelectorIdMatcherIdsElement The following are accepted as `ids`:
 *
 *                                                                  * A single-element list containing only `*`, which selects all Features
 *                                                                  in the target EntityType, or
 *                                                                  * A list containing only Feature IDs, which selects only Features with
 *                                                                  those IDs in the target EntityType.
 */
function batch_read_feature_values_sample(
    string $formattedFeaturestore,
    string $entityTypeSpecsEntityTypeId,
    string $entityTypeSpecsFeatureSelectorIdMatcherIdsElement
): void {
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $destination = new FeatureValueDestination();
    $entityTypeSpecsFeatureSelectorIdMatcherIds = [
        $entityTypeSpecsFeatureSelectorIdMatcherIdsElement,
    ];
    $entityTypeSpecsFeatureSelectorIdMatcher = (new IdMatcher())
        ->setIds($entityTypeSpecsFeatureSelectorIdMatcherIds);
    $entityTypeSpecsFeatureSelector = (new FeatureSelector())
        ->setIdMatcher($entityTypeSpecsFeatureSelectorIdMatcher);
    $entityTypeSpec = (new EntityTypeSpec())
        ->setEntityTypeId($entityTypeSpecsEntityTypeId)
        ->setFeatureSelector($entityTypeSpecsFeatureSelector);
    $entityTypeSpecs = [$entityTypeSpec,];
    $request = (new BatchReadFeatureValuesRequest())
        ->setFeaturestore($formattedFeaturestore)
        ->setDestination($destination)
        ->setEntityTypeSpecs($entityTypeSpecs);

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

        if ($response->operationSucceeded()) {
            /** @var BatchReadFeatureValuesResponse $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
{
    $formattedFeaturestore = FeaturestoreServiceClient::featurestoreName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]'
    );
    $entityTypeSpecsEntityTypeId = '[ENTITY_TYPE_ID]';
    $entityTypeSpecsFeatureSelectorIdMatcherIdsElement = '[IDS]';

    batch_read_feature_values_sample(
        $formattedFeaturestore,
        $entityTypeSpecsEntityTypeId,
        $entityTypeSpecsFeatureSelectorIdMatcherIdsElement
    );
}

createEntityType

Creates a new EntityType in a given Featurestore.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::createEntityTypeAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateEntityTypeRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\CreateEntityTypeRequest;
use Google\Cloud\AIPlatform\V1\EntityType;
use Google\Rpc\Status;

/**
 * @param string $formattedParent The resource name of the Featurestore to create EntityTypes.
 *                                Format:
 *                                `projects/{project}/locations/{location}/featurestores/{featurestore}`
 *                                Please see {@see FeaturestoreServiceClient::featurestoreName()} for help formatting this field.
 * @param string $entityTypeId    The ID to use for the EntityType, which will become the final
 *                                component of the EntityType's resource name.
 *
 *                                This value may be up to 60 characters, and valid characters are
 *                                `[a-z0-9_]`. The first character cannot be a number.
 *
 *                                The value must be unique within a featurestore.
 */
function create_entity_type_sample(string $formattedParent, string $entityTypeId): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

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

        if ($response->operationSucceeded()) {
            /** @var EntityType $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 = FeaturestoreServiceClient::featurestoreName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]'
    );
    $entityTypeId = '[ENTITY_TYPE_ID]';

    create_entity_type_sample($formattedParent, $entityTypeId);
}

createFeature

Creates a new Feature in a given EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::createFeatureAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateFeatureRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\CreateFeatureRequest;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\Feature\ValueType;
use Google\Rpc\Status;

/**
 * @param string $formattedParent  The resource name of the EntityType to create a Feature.
 *                                 Format:
 *                                 `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                                 Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 * @param int    $featureValueType Immutable. Type of Feature value.
 * @param string $featureId        The ID to use for the Feature, which will become the final
 *                                 component of the Feature's resource name.
 *
 *                                 This value may be up to 128 characters, and valid characters are
 *                                 `[a-z0-9_]`. The first character cannot be a number.
 *
 *                                 The value must be unique within an EntityType.
 */
function create_feature_sample(
    string $formattedParent,
    int $featureValueType,
    string $featureId
): void {
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $feature = (new Feature())
        ->setValueType($featureValueType);
    $request = (new CreateFeatureRequest())
        ->setParent($formattedParent)
        ->setFeature($feature)
        ->setFeatureId($featureId);

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

        if ($response->operationSucceeded()) {
            /** @var Feature $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 = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );
    $featureValueType = ValueType::VALUE_TYPE_UNSPECIFIED;
    $featureId = '[FEATURE_ID]';

    create_feature_sample($formattedParent, $featureValueType, $featureId);
}

createFeaturestore

Creates a new Featurestore in a given project and location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::createFeaturestoreAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateFeaturestoreRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\CreateFeaturestoreRequest;
use Google\Cloud\AIPlatform\V1\Featurestore;
use Google\Rpc\Status;

/**
 * @param string $formattedParent The resource name of the Location to create Featurestores.
 *                                Format:
 *                                `projects/{project}/locations/{location}'`
 *                                Please see {@see FeaturestoreServiceClient::locationName()} for help formatting this field.
 * @param string $featurestoreId  The ID to use for this Featurestore, which will become the final
 *                                component of the Featurestore's resource name.
 *
 *                                This value may be up to 60 characters, and valid characters are
 *                                `[a-z0-9_]`. The first character cannot be a number.
 *
 *                                The value must be unique within the project and location.
 */
function create_featurestore_sample(string $formattedParent, string $featurestoreId): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $featurestore = new Featurestore();
    $request = (new CreateFeaturestoreRequest())
        ->setParent($formattedParent)
        ->setFeaturestore($featurestore)
        ->setFeaturestoreId($featurestoreId);

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

        if ($response->operationSucceeded()) {
            /** @var Featurestore $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 = FeaturestoreServiceClient::locationName('[PROJECT]', '[LOCATION]');
    $featurestoreId = '[FEATURESTORE_ID]';

    create_featurestore_sample($formattedParent, $featurestoreId);
}

deleteEntityType

Deletes a single EntityType. The EntityType must not have any Features or force must be set to true for the request to succeed.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::deleteEntityTypeAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteEntityTypeRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteEntityTypeRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the EntityType to be deleted.
 *                              Format:
 *                              `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                              Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 */
function delete_entity_type_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $featurestoreServiceClient->deleteEntityType($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 = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );

    delete_entity_type_sample($formattedName);
}

deleteFeature

Deletes a single Feature.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::deleteFeatureAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeatureRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteFeatureRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the Features to be deleted.
 *                              Format:
 *                              `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
 *                              Please see {@see FeaturestoreServiceClient::featureName()} for help formatting this field.
 */
function delete_feature_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $featurestoreServiceClient->deleteFeature($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 = FeaturestoreServiceClient::featureName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]',
        '[FEATURE]'
    );

    delete_feature_sample($formattedName);
}

deleteFeatureValues

Delete Feature values from Featurestore.

The progress of the deletion is tracked by the returned operation. The deleted feature values are guaranteed to be invisible to subsequent read operations after the operation is marked as successfully done.

If a delete feature values operation fails, the feature values returned from reads and exports may be inconsistent. If consistency is required, the caller must retry the same delete request again and wait till the new operation returned is marked as successfully done.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::deleteFeatureValuesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeatureValuesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteFeatureValuesRequest;
use Google\Cloud\AIPlatform\V1\DeleteFeatureValuesResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedEntityType The resource name of the EntityType grouping the Features for
 *                                    which values are being deleted from. Format:
 *                                    `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
 *                                    Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 */
function delete_feature_values_sample(string $formattedEntityType): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $request = (new DeleteFeatureValuesRequest())
        ->setEntityType($formattedEntityType);

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

        if ($response->operationSucceeded()) {
            /** @var DeleteFeatureValuesResponse $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
{
    $formattedEntityType = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );

    delete_feature_values_sample($formattedEntityType);
}

deleteFeaturestore

Deletes a single Featurestore. The Featurestore must not contain any EntityTypes or force must be set to true for the request to succeed.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::deleteFeaturestoreAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeaturestoreRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteFeaturestoreRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The name of the Featurestore to be deleted.
 *                              Format:
 *                              `projects/{project}/locations/{location}/featurestores/{featurestore}`
 *                              Please see {@see FeaturestoreServiceClient::featurestoreName()} for help formatting this field.
 */
function delete_featurestore_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $featurestoreServiceClient->deleteFeaturestore($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 = FeaturestoreServiceClient::featurestoreName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]'
    );

    delete_featurestore_sample($formattedName);
}

exportFeatureValues

Exports Feature values from all the entities of a target EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::exportFeatureValuesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ExportFeatureValuesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\ExportFeatureValuesRequest;
use Google\Cloud\AIPlatform\V1\ExportFeatureValuesResponse;
use Google\Cloud\AIPlatform\V1\FeatureSelector;
use Google\Cloud\AIPlatform\V1\FeatureValueDestination;
use Google\Cloud\AIPlatform\V1\IdMatcher;
use Google\Rpc\Status;

/**
 * @param string $formattedEntityType                The resource name of the EntityType from which to export Feature
 *                                                   values. Format:
 *                                                   `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                                                   Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 * @param string $featureSelectorIdMatcherIdsElement The following are accepted as `ids`:
 *
 *                                                   * A single-element list containing only `*`, which selects all Features
 *                                                   in the target EntityType, or
 *                                                   * A list containing only Feature IDs, which selects only Features with
 *                                                   those IDs in the target EntityType.
 */
function export_feature_values_sample(
    string $formattedEntityType,
    string $featureSelectorIdMatcherIdsElement
): void {
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $destination = new FeatureValueDestination();
    $featureSelectorIdMatcherIds = [$featureSelectorIdMatcherIdsElement,];
    $featureSelectorIdMatcher = (new IdMatcher())
        ->setIds($featureSelectorIdMatcherIds);
    $featureSelector = (new FeatureSelector())
        ->setIdMatcher($featureSelectorIdMatcher);
    $request = (new ExportFeatureValuesRequest())
        ->setEntityType($formattedEntityType)
        ->setDestination($destination)
        ->setFeatureSelector($featureSelector);

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

        if ($response->operationSucceeded()) {
            /** @var ExportFeatureValuesResponse $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
{
    $formattedEntityType = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );
    $featureSelectorIdMatcherIdsElement = '[IDS]';

    export_feature_values_sample($formattedEntityType, $featureSelectorIdMatcherIdsElement);
}

getEntityType

Gets details of a single EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getEntityTypeAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetEntityTypeRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\EntityType

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\EntityType;
use Google\Cloud\AIPlatform\V1\GetEntityTypeRequest;

/**
 * @param string $formattedName The name of the EntityType resource.
 *                              Format:
 *                              `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                              Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 */
function get_entity_type_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var EntityType $response */
        $response = $featurestoreServiceClient->getEntityType($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 = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );

    get_entity_type_sample($formattedName);
}

getFeature

Gets details of a single Feature.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getFeatureAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetFeatureRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\Feature

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\GetFeatureRequest;

/**
 * @param string $formattedName The name of the Feature resource.
 *                              Format:
 *                              `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                              Please see {@see FeaturestoreServiceClient::featureName()} for help formatting this field.
 */
function get_feature_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Feature $response */
        $response = $featurestoreServiceClient->getFeature($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 = FeaturestoreServiceClient::featureName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]',
        '[FEATURE]'
    );

    get_feature_sample($formattedName);
}

getFeaturestore

Gets details of a single Featurestore.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getFeaturestoreAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetFeaturestoreRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\Featurestore

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Featurestore;
use Google\Cloud\AIPlatform\V1\GetFeaturestoreRequest;

/**
 * @param string $formattedName The name of the Featurestore resource. Please see
 *                              {@see FeaturestoreServiceClient::featurestoreName()} for help formatting this field.
 */
function get_featurestore_sample(string $formattedName): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Featurestore $response */
        $response = $featurestoreServiceClient->getFeaturestore($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 = FeaturestoreServiceClient::featurestoreName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]'
    );

    get_featurestore_sample($formattedName);
}

importFeatureValues

Imports Feature values into the Featurestore from a source storage.

The progress of the import is tracked by the returned operation. The imported features are guaranteed to be visible to subsequent read operations after the operation is marked as successfully done.

If an import operation fails, the Feature values returned from reads and exports may be inconsistent. If consistency is required, the caller must retry the same import request again and wait till the new operation returned is marked as successfully done.

There are also scenarios where the caller can cause inconsistency.

• Source data for import contains multiple distinct Feature values for the same entity ID and timestamp.
• Source is modified during an import. This includes adding, updating, or removing source data and/or metadata. Examples of updating metadata include but are not limited to changing storage location, storage class, or retention policy.
• Online serving cluster is under-provisioned.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::importFeatureValuesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ImportFeatureValuesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\ImportFeatureValuesRequest;
use Google\Cloud\AIPlatform\V1\ImportFeatureValuesRequest\FeatureSpec;
use Google\Cloud\AIPlatform\V1\ImportFeatureValuesResponse;
use Google\Rpc\Status;

/**
 * @param string $formattedEntityType The resource name of the EntityType grouping the Features for
 *                                    which values are being imported. Format:
 *                                    `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
 *                                    Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 * @param string $featureSpecsId      ID of the Feature to import values of. This Feature must exist
 *                                    in the target EntityType, or the request will fail.
 */
function import_feature_values_sample(string $formattedEntityType, string $featureSpecsId): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $featureSpec = (new FeatureSpec())
        ->setId($featureSpecsId);
    $featureSpecs = [$featureSpec,];
    $request = (new ImportFeatureValuesRequest())
        ->setEntityType($formattedEntityType)
        ->setFeatureSpecs($featureSpecs);

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

        if ($response->operationSucceeded()) {
            /** @var ImportFeatureValuesResponse $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
{
    $formattedEntityType = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );
    $featureSpecsId = '[ID]';

    import_feature_values_sample($formattedEntityType, $featureSpecsId);
}

listEntityTypes

Lists EntityTypes in a given Featurestore.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listEntityTypesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListEntityTypesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\EntityType;
use Google\Cloud\AIPlatform\V1\ListEntityTypesRequest;

/**
 * @param string $formattedParent The resource name of the Featurestore to list EntityTypes.
 *                                Format:
 *                                `projects/{project}/locations/{location}/featurestores/{featurestore}`
 *                                Please see {@see FeaturestoreServiceClient::featurestoreName()} for help formatting this field.
 */
function list_entity_types_sample(string $formattedParent): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

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

        /** @var EntityType $element */
        foreach ($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 = FeaturestoreServiceClient::featurestoreName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]'
    );

    list_entity_types_sample($formattedParent);
}

listFeatures

Lists Features in a given EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listFeaturesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListFeaturesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\ListFeaturesRequest;

/**
 * @param string $formattedParent The resource name of the Location to list Features.
 *                                Format:
 *                                `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
 *                                Please see {@see FeaturestoreServiceClient::entityTypeName()} for help formatting this field.
 */
function list_features_sample(string $formattedParent): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

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

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

        /** @var Feature $element */
        foreach ($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 = FeaturestoreServiceClient::entityTypeName(
        '[PROJECT]',
        '[LOCATION]',
        '[FEATURESTORE]',
        '[ENTITY_TYPE]'
    );

    list_features_sample($formattedParent);
}

listFeaturestores

Lists Featurestores in a given project and location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listFeaturestoresAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListFeaturestoresRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Featurestore;
use Google\Cloud\AIPlatform\V1\ListFeaturestoresRequest;

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

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

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

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

    list_featurestores_sample($formattedParent);
}

searchFeatures

Searches Features matching a query in a given project.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::searchFeaturesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\SearchFeaturesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\SearchFeaturesRequest;

/**
 * @param string $formattedLocation The resource name of the Location to search Features.
 *                                  Format:
 *                                  `projects/{project}/locations/{location}`
 *                                  Please see {@see FeaturestoreServiceClient::locationName()} for help formatting this field.
 */
function search_features_sample(string $formattedLocation): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $request = (new SearchFeaturesRequest())
        ->setLocation($formattedLocation);

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

        /** @var Feature $element */
        foreach ($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
{
    $formattedLocation = FeaturestoreServiceClient::locationName('[PROJECT]', '[LOCATION]');

    search_features_sample($formattedLocation);
}

updateEntityType

Updates the parameters of a single EntityType.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::updateEntityTypeAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateEntityTypeRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\EntityType

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\EntityType;
use Google\Cloud\AIPlatform\V1\UpdateEntityTypeRequest;

/**
 * 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 update_entity_type_sample(): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $entityType = new EntityType();
    $request = (new UpdateEntityTypeRequest())
        ->setEntityType($entityType);

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

updateFeature

Updates the parameters of a single Feature.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::updateFeatureAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateFeatureRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\Feature

Example

use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Feature;
use Google\Cloud\AIPlatform\V1\Feature\ValueType;
use Google\Cloud\AIPlatform\V1\UpdateFeatureRequest;

/**
 * @param int $featureValueType Immutable. Type of Feature value.
 */
function update_feature_sample(int $featureValueType): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $feature = (new Feature())
        ->setValueType($featureValueType);
    $request = (new UpdateFeatureRequest())
        ->setFeature($feature);

    // Call the API and handle any network failures.
    try {
        /** @var Feature $response */
        $response = $featurestoreServiceClient->updateFeature($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
{
    $featureValueType = ValueType::VALUE_TYPE_UNSPECIFIED;

    update_feature_sample($featureValueType);
}

updateFeaturestore

Updates the parameters of a single Featurestore.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::updateFeaturestoreAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateFeaturestoreRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

Example

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\FeaturestoreServiceClient;
use Google\Cloud\AIPlatform\V1\Featurestore;
use Google\Cloud\AIPlatform\V1\UpdateFeaturestoreRequest;
use Google\Rpc\Status;

/**
 * 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 update_featurestore_sample(): void
{
    // Create a client.
    $featurestoreServiceClient = new FeaturestoreServiceClient();

    // Prepare the request message.
    $featurestore = new Featurestore();
    $request = (new UpdateFeaturestoreRequest())
        ->setFeaturestore($featurestore);

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

        if ($response->operationSucceeded()) {
            /** @var Featurestore $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());
    }
}

getLocation

Gets information about a location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getLocationAsync() .

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

Returns
Type	Description
Google\Cloud\Location\Location

Example

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

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

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

listLocations

Lists information about the supported locations for this service.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listLocationsAsync() .

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

Returns
Type	Description
Google\ApiCore\PagedListResponse

Example

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

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

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

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

getIamPolicy

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

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getIamPolicyAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\GetIamPolicyRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\Policy

Example

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

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

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

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

    get_iam_policy_sample($resource);
}

setIamPolicy

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

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::setIamPolicyAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\SetIamPolicyRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\Policy

Example

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

    // 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 = $featurestoreServiceClient->setIamPolicy($request);
        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
    } catch (ApiException $ex) {
        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
    }
}

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

    set_iam_policy_sample($resource);
}

testIamPermissions

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

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

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::testIamPermissionsAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\TestIamPermissionsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\TestIamPermissionsResponse

Example

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

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

batchCreateFeaturesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\BatchCreateFeaturesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

batchReadFeatureValuesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\BatchReadFeatureValuesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

createEntityTypeAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateEntityTypeRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

createFeatureAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateFeatureRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

createFeaturestoreAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateFeaturestoreRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

deleteEntityTypeAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteEntityTypeRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

deleteFeatureAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeatureRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

deleteFeatureValuesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeatureValuesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

deleteFeaturestoreAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteFeaturestoreRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

exportFeatureValuesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ExportFeatureValuesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getEntityTypeAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetEntityTypeRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getFeatureAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetFeatureRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getFeaturestoreAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetFeaturestoreRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

importFeatureValuesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ImportFeatureValuesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listEntityTypesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListEntityTypesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listFeaturesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListFeaturesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listFeaturestoresAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListFeaturestoresRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

searchFeaturesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\SearchFeaturesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

updateEntityTypeAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateEntityTypeRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

updateFeatureAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateFeatureRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

updateFeaturestoreAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateFeaturestoreRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getLocationAsync

Parameters
Name	Description
request	Google\Cloud\Location\GetLocationRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listLocationsAsync

Parameters
Name	Description
request	Google\Cloud\Location\ListLocationsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getIamPolicyAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\GetIamPolicyRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

setIamPolicyAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\SetIamPolicyRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

testIamPermissionsAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\TestIamPermissionsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getOperationsClient

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

Returns
Type	Description
Google\ApiCore\LongRunning\OperationsClient

resumeOperation

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

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

Returns
Type	Description
Google\ApiCore\OperationResponse

static::entityTypeName

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

Parameters
Name	Description
project	string
location	string
featurestore	string
entityType	string

Returns
Type	Description
string	The formatted entity_type resource.

static::featureName

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

Parameters
Name	Description
project	string
location	string
featurestore	string
entityType	string
feature	string

Returns
Type	Description
string	The formatted feature resource.

static::featurestoreName

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

Parameters
Name	Description
project	string
location	string
featurestore	string

Returns
Type	Description
string	The formatted featurestore 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::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

• entityType: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}
• feature: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}
• featurestore: projects/{project}/locations/{location}/featurestores/{featurestore}
• location: projects/{project}/locations/{location}

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.