Cloud AutoML V1 Client - Class AutoMlClient (1.5.4)

$autoMlClient = new Google\Cloud\AutoMl\V1\AutoMlClient();
try {
    $formattedParent = $autoMlClient->locationName('[PROJECT]', '[LOCATION]');
    $dataset = new Google\Cloud\AutoMl\V1\Dataset();
    $operationResponse = $autoMlClient->createDataset($formattedParent, $dataset);
    $operationResponse->pollUntilComplete();
    if ($operationResponse->operationSucceeded()) {
        $result = $operationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $operationResponse->getError();
        // handleError($error)
    }
    // Alternatively:
    // start the operation, keep the operation name, and resume later
    $operationResponse = $autoMlClient->createDataset($formattedParent, $dataset);
    $operationName = $operationResponse->getName();
    // ... do other work
    $newOperationResponse = $autoMlClient->resumeOperation($operationName, 'createDataset');
    while (!$newOperationResponse->isDone()) {
        // ... do other work
        $newOperationResponse->reload();
    }
    if ($newOperationResponse->operationSucceeded()) {
        $result = $newOperationResponse->getResult();
    // doSomethingWith($result)
    } else {
        $error = $newOperationResponse->getError();
        // handleError($error)
    }
} finally {
    $autoMlClient->close();
}

Namespace

Methods

__construct

createDataset

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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 any non-scalar elements to be passed along with the request.
    $dataset = new Dataset();

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

createModel

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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 any non-scalar elements to be passed along with the request.
    $model = new Model();

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

deleteDataset

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

deleteModel

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

deployModel

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

exportData

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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 any non-scalar elements to be passed along with the request.
    $outputConfigGcsDestination = (new GcsDestination())
        ->setOutputUriPrefix($outputConfigGcsDestinationOutputUriPrefix);
    $outputConfig = (new OutputConfig())
        ->setGcsDestination($outputConfigGcsDestination);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->exportData($formattedName, $outputConfig);
        $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);
}

exportModel

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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 any non-scalar elements to be passed along with the request.
    $outputConfigGcsDestination = (new GcsDestination())
        ->setOutputUriPrefix($outputConfigGcsDestinationOutputUriPrefix);
    $outputConfig = (new ModelExportOutputConfig())
        ->setGcsDestination($outputConfigGcsDestination);

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->exportModel($formattedName, $outputConfig);
        $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);
}

getAnnotationSpec

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

/**
 * @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();

    // Call the API and handle any network failures.
    try {
        /** @var AnnotationSpec $response */
        $response = $autoMlClient->getAnnotationSpec($formattedName);
        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);
}

getDataset

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

/**
 * @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();

    // Call the API and handle any network failures.
    try {
        /** @var Dataset $response */
        $response = $autoMlClient->getDataset($formattedName);
        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);
}

getModel

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

    // Call the API and handle any network failures.
    try {
        /** @var Model $response */
        $response = $autoMlClient->getModel($formattedName);
        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);
}

getModelEvaluation

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

    // Call the API and handle any network failures.
    try {
        /** @var ModelEvaluation $response */
        $response = $autoMlClient->getModelEvaluation($formattedName);
        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);
}

importData

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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 any non-scalar elements to be passed along with the request.
    $inputConfig = new InputConfig();

    // Call the API and handle any network failures.
    try {
        /** @var OperationResponse $response */
        $response = $autoMlClient->importData($formattedName, $inputConfig);
        $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);
}

listDatasets

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

/**
 * @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();

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

        /** @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);
}

listModelEvaluations

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

        /** @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);
}

listModels

use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

        /** @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);
}

undeployModel

use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AutoMl\V1\AutoMlClient;
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();

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

updateDataset

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\AutoMlClient;
use Google\Cloud\AutoMl\V1\Dataset;
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 any non-scalar elements to be passed along with the request.
    $dataset = new Dataset();
    $updateMask = new FieldMask();

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

updateModel

use Google\ApiCore\ApiException;
use Google\Cloud\AutoMl\V1\AutoMlClient;
use Google\Cloud\AutoMl\V1\Model;
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 any non-scalar elements to be passed along with the request.
    $model = new Model();
    $updateMask = new FieldMask();

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

getOperationsClient

resumeOperation

static::annotationSpecName

static::datasetName

static::locationName

static::modelName

static::modelEvaluationName

static::parseName

Constants

SERVICE_NAME

Value: 'google.cloud.automl.v1.AutoMl'

SERVICE_ADDRESS

Value: 'automl.googleapis.com'

DEFAULT_SERVICE_PORT

Value: 443

CODEGEN_NAME

Value: 'gapic'