Cloud AutoML V1 Client - Class AutoMlClient (2.0.0)

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\CreateDatasetRequest;
use Google\Cloud\AutoMl\V1\Dataset;
use Google\Rpc\Status;

/**
 * @param string $formattedParent The resource name of the project to create the dataset for. Please see
 *                                {@see AutoMlClient::locationName()} for help formatting this field.
 */
function create_dataset_sample(string $formattedParent): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

    // Prepare the request message.
    $dataset = new Dataset();
    $request = (new CreateDatasetRequest())
        ->setParent($formattedParent)
        ->setDataset($dataset);

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

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

    create_dataset_sample($formattedParent);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\CreateModelRequest;
use Google\Cloud\AutoMl\V1\Model;
use Google\Rpc\Status;

/**
 * @param string $formattedParent Resource name of the parent project where the model is being created. Please see
 *                                {@see AutoMlClient::locationName()} for help formatting this field.
 */
function create_model_sample(string $formattedParent): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

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

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

    create_model_sample($formattedParent);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\DeleteDatasetRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName The resource name of the dataset to delete. Please see
 *                              {@see AutoMlClient::datasetName()} for help formatting this field.
 */
function delete_dataset_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->deleteDataset($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 = AutoMlClient::datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');

    delete_dataset_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\DeleteModelRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName Resource name of the model being deleted. Please see
 *                              {@see AutoMlClient::modelName()} for help formatting this field.
 */
function delete_model_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

    delete_model_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\DeployModelRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName Resource name of the model to deploy. Please see
 *                              {@see AutoMlClient::modelName()} for help formatting this field.
 */
function deploy_model_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

    deploy_model_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\ExportDataRequest;
use Google\Cloud\AutoMl\V1\GcsDestination;
use Google\Cloud\AutoMl\V1\OutputConfig;
use Google\Rpc\Status;

/**
 * @param string $formattedName                             The resource name of the dataset. Please see
 *                                                          {@see AutoMlClient::datasetName()} for help formatting this field.
 * @param string $outputConfigGcsDestinationOutputUriPrefix Google Cloud Storage URI to output directory, up to 2000
 *                                                          characters long.
 *                                                          Accepted forms:
 *                                                          * Prefix path: gs://bucket/directory
 *                                                          The requesting user must have write permission to the bucket.
 *                                                          The directory is created if it doesn't exist.
 */
function export_data_sample(
    string $formattedName,
    string $outputConfigGcsDestinationOutputUriPrefix
): void {
    // Create a client.
    $autoMlClient = new AutoMlClient();

    // Prepare the request message.
    $outputConfigGcsDestination = (new GcsDestination())
        ->setOutputUriPrefix($outputConfigGcsDestinationOutputUriPrefix);
    $outputConfig = (new OutputConfig())
        ->setGcsDestination($outputConfigGcsDestination);
    $request = (new ExportDataRequest())
        ->setName($formattedName)
        ->setOutputConfig($outputConfig);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->exportData($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 = AutoMlClient::datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');
    $outputConfigGcsDestinationOutputUriPrefix = '[OUTPUT_URI_PREFIX]';

    export_data_sample($formattedName, $outputConfigGcsDestinationOutputUriPrefix);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\ExportModelRequest;
use Google\Cloud\AutoMl\V1\GcsDestination;
use Google\Cloud\AutoMl\V1\ModelExportOutputConfig;
use Google\Rpc\Status;

/**
 * @param string $formattedName                             The resource name of the model to export. Please see
 *                                                          {@see AutoMlClient::modelName()} for help formatting this field.
 * @param string $outputConfigGcsDestinationOutputUriPrefix Google Cloud Storage URI to output directory, up to 2000
 *                                                          characters long.
 *                                                          Accepted forms:
 *                                                          * Prefix path: gs://bucket/directory
 *                                                          The requesting user must have write permission to the bucket.
 *                                                          The directory is created if it doesn't exist.
 */
function export_model_sample(
    string $formattedName,
    string $outputConfigGcsDestinationOutputUriPrefix
): void {
    // Create a client.
    $autoMlClient = new AutoMlClient();

    // Prepare the request message.
    $outputConfigGcsDestination = (new GcsDestination())
        ->setOutputUriPrefix($outputConfigGcsDestinationOutputUriPrefix);
    $outputConfig = (new ModelExportOutputConfig())
        ->setGcsDestination($outputConfigGcsDestination);
    $request = (new ExportModelRequest())
        ->setName($formattedName)
        ->setOutputConfig($outputConfig);

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

    export_model_sample($formattedName, $outputConfigGcsDestinationOutputUriPrefix);
}

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\AnnotationSpec;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\GetAnnotationSpecRequest;

/**
 * @param string $formattedName The resource name of the annotation spec to retrieve. Please see
 *                              {@see AutoMlClient::annotationSpecName()} for help formatting this field.
 */
function get_annotation_spec_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var AnnotationSpec $response */
        $response = $autoMlClient->getAnnotationSpec($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 = AutoMlClient::annotationSpecName(
        '[PROJECT]',
        '[LOCATION]',
        '[DATASET]',
        '[ANNOTATION_SPEC]'
    );

    get_annotation_spec_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\Dataset;
use Google\Cloud\AutoMl\V1\GetDatasetRequest;

/**
 * @param string $formattedName The resource name of the dataset to retrieve. Please see
 *                              {@see AutoMlClient::datasetName()} for help formatting this field.
 */
function get_dataset_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var Dataset $response */
        $response = $autoMlClient->getDataset($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 = AutoMlClient::datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');

    get_dataset_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\GetModelRequest;
use Google\Cloud\AutoMl\V1\Model;

/**
 * @param string $formattedName Resource name of the model. Please see
 *                              {@see AutoMlClient::modelName()} for help formatting this field.
 */
function get_model_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

    get_model_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\GetModelEvaluationRequest;
use Google\Cloud\AutoMl\V1\ModelEvaluation;

/**
 * @param string $formattedName Resource name for the model evaluation. Please see
 *                              {@see AutoMlClient::modelEvaluationName()} for help formatting this field.
 */
function get_model_evaluation_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

    get_model_evaluation_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\ImportDataRequest;
use Google\Cloud\AutoMl\V1\InputConfig;
use Google\Rpc\Status;

/**
 * @param string $formattedName Dataset name. Dataset must already exist. All imported
 *                              annotations and examples will be added. Please see
 *                              {@see AutoMlClient::datasetName()} for help formatting this field.
 */
function import_data_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

    // Prepare the request message.
    $inputConfig = new InputConfig();
    $request = (new ImportDataRequest())
        ->setName($formattedName)
        ->setInputConfig($inputConfig);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->importData($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 = AutoMlClient::datasetName('[PROJECT]', '[LOCATION]', '[DATASET]');

    import_data_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\Dataset;
use Google\Cloud\AutoMl\V1\ListDatasetsRequest;

/**
 * @param string $formattedParent The resource name of the project from which to list datasets. Please see
 *                                {@see AutoMlClient::locationName()} for help formatting this field.
 */
function list_datasets_sample(string $formattedParent): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

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

    list_datasets_sample($formattedParent);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\ListModelEvaluationsRequest;
use Google\Cloud\AutoMl\V1\ModelEvaluation;

/**
 * @param string $formattedParent Resource name of the model to list the model evaluations for.
 *                                If modelId is set as "-", this will list model evaluations from across all
 *                                models of the parent location. Please see
 *                                {@see AutoMlClient::modelName()} for help formatting this field.
 * @param string $filter          An expression for filtering the results of the request.
 *
 *                                * `annotation_spec_id` - for =, !=  or existence. See example below for
 *                                the last.
 *
 *                                Some examples of using the filter are:
 *
 *                                * `annotation_spec_id!=4` --> The model evaluation was done for
 *                                annotation spec with ID different than 4.
 *                                * `NOT annotation_spec_id:*` --> The model evaluation was done for
 *                                aggregate of all annotation specs.
 */
function list_model_evaluations_sample(string $formattedParent, string $filter): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var PagedListResponse $response */
        $response = $autoMlClient->listModelEvaluations($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 = AutoMlClient::modelName('[PROJECT]', '[LOCATION]', '[MODEL]');
    $filter = '[FILTER]';

    list_model_evaluations_sample($formattedParent, $filter);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\ListModelsRequest;
use Google\Cloud\AutoMl\V1\Model;

/**
 * @param string $formattedParent Resource name of the project, from which to list the models. Please see
 *                                {@see AutoMlClient::locationName()} for help formatting this field.
 */
function list_models_sample(string $formattedParent): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

    // Call the API and handle any network failures.
    try {
        /** @var PagedListResponse $response */
        $response = $autoMlClient->listModels($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 = AutoMlClient::locationName('[PROJECT]', '[LOCATION]');

    list_models_sample($formattedParent);
}

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\UndeployModelRequest;
use Google\Rpc\Status;

/**
 * @param string $formattedName Resource name of the model to undeploy. Please see
 *                              {@see AutoMlClient::modelName()} for help formatting this field.
 */
function undeploy_model_sample(string $formattedName): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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

    undeploy_model_sample($formattedName);
}

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\Dataset;
use Google\Cloud\AutoMl\V1\UpdateDatasetRequest;
use Google\Protobuf\FieldMask;

/**
 * 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_dataset_sample(): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

    // Prepare the request message.
    $dataset = new Dataset();
    $updateMask = new FieldMask();
    $request = (new UpdateDatasetRequest())
        ->setDataset($dataset)
        ->setUpdateMask($updateMask);

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

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\Client\AutoMlClient;
use Google\Cloud\AutoMl\V1\Model;
use Google\Cloud\AutoMl\V1\UpdateModelRequest;
use Google\Protobuf\FieldMask;

/**
 * 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_model_sample(): void
{
    // Create a client.
    $autoMlClient = new AutoMlClient();

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

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