Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class PipelineServiceClient.
Service Description: A service for creating and managing Vertex AI's pipelines. This includes both
TrainingPipeline
resources (used for AutoML and custom training) and
PipelineJob
resources (used for Vertex AI Pipelines).
This class provides the ability to make remote calls to the backing service through method calls that map to API methods.
Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parseName method to extract the individual identifiers contained within formatted names that are returned by the API.
This class is currently experimental and may be subject to changes. See Google\Cloud\AIPlatform\V1\PipelineServiceClient for the stable implementation
Namespace
Google \ Cloud \ AIPlatform \ V1 \ ClientMethods
__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 |
↳ 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 |
↳ 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. |
cancelPipelineJob
Cancels a PipelineJob.
Starts asynchronous cancellation on the PipelineJob. The server
makes a best effort to cancel the pipeline, but success is not
guaranteed. Clients can use
PipelineService.GetPipelineJob
or other methods to check whether the cancellation succeeded or whether the
pipeline completed despite cancellation. On successful cancellation,
the PipelineJob is not deleted; instead it becomes a pipeline with
a PipelineJob.error value
with a google.rpc.Status.code of 1, corresponding
to Code.CANCELLED
, and
PipelineJob.state is set to
CANCELLED
.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::cancelPipelineJobAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CancelPipelineJobRequest
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. |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\CancelPipelineJobRequest;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
/**
* @param string $formattedName The name of the PipelineJob to cancel.
* Format:
* `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
* Please see {@see PipelineServiceClient::pipelineJobName()} for help formatting this field.
*/
function cancel_pipeline_job_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new CancelPipelineJobRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
$pipelineServiceClient->cancelPipelineJob($request);
printf('Call completed successfully.' . PHP_EOL);
} 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
{
$formattedName = PipelineServiceClient::pipelineJobName(
'[PROJECT]',
'[LOCATION]',
'[PIPELINE_JOB]'
);
cancel_pipeline_job_sample($formattedName);
}
cancelTrainingPipeline
Cancels a TrainingPipeline.
Starts asynchronous cancellation on the TrainingPipeline. The server
makes a best effort to cancel the pipeline, but success is not
guaranteed. Clients can use
PipelineService.GetTrainingPipeline
or other methods to check whether the cancellation succeeded or whether the
pipeline completed despite cancellation. On successful cancellation,
the TrainingPipeline is not deleted; instead it becomes a pipeline with
a
TrainingPipeline.error
value with a google.rpc.Status.code of 1,
corresponding to Code.CANCELLED
, and
TrainingPipeline.state
is set to CANCELLED
.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::cancelTrainingPipelineAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CancelTrainingPipelineRequest
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. |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\CancelTrainingPipelineRequest;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
/**
* @param string $formattedName The name of the TrainingPipeline to cancel.
* Format:
* `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
* Please see {@see PipelineServiceClient::trainingPipelineName()} for help formatting this field.
*/
function cancel_training_pipeline_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new CancelTrainingPipelineRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
$pipelineServiceClient->cancelTrainingPipeline($request);
printf('Call completed successfully.' . PHP_EOL);
} 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
{
$formattedName = PipelineServiceClient::trainingPipelineName(
'[PROJECT]',
'[LOCATION]',
'[TRAINING_PIPELINE]'
);
cancel_training_pipeline_sample($formattedName);
}
createPipelineJob
Creates a PipelineJob. A PipelineJob will run immediately when created.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::createPipelineJobAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CreatePipelineJobRequest
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\PipelineJob |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\CreatePipelineJobRequest;
use Google\Cloud\AIPlatform\V1\PipelineJob;
/**
* @param string $formattedParent The resource name of the Location to create the PipelineJob in.
* Format: `projects/{project}/locations/{location}`
* Please see {@see PipelineServiceClient::locationName()} for help formatting this field.
*/
function create_pipeline_job_sample(string $formattedParent): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$pipelineJob = new PipelineJob();
$request = (new CreatePipelineJobRequest())
->setParent($formattedParent)
->setPipelineJob($pipelineJob);
// Call the API and handle any network failures.
try {
/** @var PipelineJob $response */
$response = $pipelineServiceClient->createPipelineJob($request);
printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
} catch (ApiException $ex) {
printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
}
}
/**
* Helper to execute the sample.
*
* This sample has been automatically generated and should be regarded as a code
* template only. It will require modifications to work:
* - It may require correct/in-range values for request initialization.
* - It may require specifying regional endpoints when creating the service client,
* please see the apiEndpoint client configuration option for more details.
*/
function callSample(): void
{
$formattedParent = PipelineServiceClient::locationName('[PROJECT]', '[LOCATION]');
create_pipeline_job_sample($formattedParent);
}
createTrainingPipeline
Creates a TrainingPipeline. A created TrainingPipeline right away will be attempted to be run.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::createTrainingPipelineAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CreateTrainingPipelineRequest
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\TrainingPipeline |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\CreateTrainingPipelineRequest;
use Google\Cloud\AIPlatform\V1\TrainingPipeline;
use Google\Protobuf\Value;
/**
* @param string $formattedParent The resource name of the Location to create the TrainingPipeline
* in. Format: `projects/{project}/locations/{location}`
* Please see {@see PipelineServiceClient::locationName()} for help formatting this field.
* @param string $trainingPipelineDisplayName The user-defined name of this TrainingPipeline.
* @param string $trainingPipelineTrainingTaskDefinition A Google Cloud Storage path to the YAML file that defines the
* training task which is responsible for producing the model artifact, and
* may also include additional auxiliary work. The definition files that can
* be used here are found in
* gs://google-cloud-aiplatform/schema/trainingjob/definition/.
* Note: The URI given on output will be immutable and probably different,
* including the URI scheme, than the one given on input. The output URI will
* point to a location where the user only has a read access.
*/
function create_training_pipeline_sample(
string $formattedParent,
string $trainingPipelineDisplayName,
string $trainingPipelineTrainingTaskDefinition
): void {
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$trainingPipelineTrainingTaskInputs = new Value();
$trainingPipeline = (new TrainingPipeline())
->setDisplayName($trainingPipelineDisplayName)
->setTrainingTaskDefinition($trainingPipelineTrainingTaskDefinition)
->setTrainingTaskInputs($trainingPipelineTrainingTaskInputs);
$request = (new CreateTrainingPipelineRequest())
->setParent($formattedParent)
->setTrainingPipeline($trainingPipeline);
// Call the API and handle any network failures.
try {
/** @var TrainingPipeline $response */
$response = $pipelineServiceClient->createTrainingPipeline($request);
printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
} catch (ApiException $ex) {
printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
}
}
/**
* Helper to execute the sample.
*
* This sample has been automatically generated and should be regarded as a code
* template only. It will require modifications to work:
* - It may require correct/in-range values for request initialization.
* - It may require specifying regional endpoints when creating the service client,
* please see the apiEndpoint client configuration option for more details.
*/
function callSample(): void
{
$formattedParent = PipelineServiceClient::locationName('[PROJECT]', '[LOCATION]');
$trainingPipelineDisplayName = '[DISPLAY_NAME]';
$trainingPipelineTrainingTaskDefinition = '[TRAINING_TASK_DEFINITION]';
create_training_pipeline_sample(
$formattedParent,
$trainingPipelineDisplayName,
$trainingPipelineTrainingTaskDefinition
);
}
deletePipelineJob
Deletes a PipelineJob.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::deletePipelineJobAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\DeletePipelineJobRequest
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 |
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\DeletePipelineJobRequest;
use Google\Rpc\Status;
/**
* @param string $formattedName The name of the PipelineJob resource to be deleted.
* Format:
* `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
* Please see {@see PipelineServiceClient::pipelineJobName()} for help formatting this field.
*/
function delete_pipeline_job_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new DeletePipelineJobRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
/** @var OperationResponse $response */
$response = $pipelineServiceClient->deletePipelineJob($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
{
$formattedName = PipelineServiceClient::pipelineJobName(
'[PROJECT]',
'[LOCATION]',
'[PIPELINE_JOB]'
);
delete_pipeline_job_sample($formattedName);
}
deleteTrainingPipeline
Deletes a TrainingPipeline.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::deleteTrainingPipelineAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\DeleteTrainingPipelineRequest
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 |
use Google\ApiCore\ApiException;
use Google\ApiCore\OperationResponse;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\DeleteTrainingPipelineRequest;
use Google\Rpc\Status;
/**
* @param string $formattedName The name of the TrainingPipeline resource to be deleted.
* Format:
* `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
* Please see {@see PipelineServiceClient::trainingPipelineName()} for help formatting this field.
*/
function delete_training_pipeline_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new DeleteTrainingPipelineRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
/** @var OperationResponse $response */
$response = $pipelineServiceClient->deleteTrainingPipeline($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
{
$formattedName = PipelineServiceClient::trainingPipelineName(
'[PROJECT]',
'[LOCATION]',
'[TRAINING_PIPELINE]'
);
delete_training_pipeline_sample($formattedName);
}
getPipelineJob
Gets a PipelineJob.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::getPipelineJobAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\GetPipelineJobRequest
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\PipelineJob |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\GetPipelineJobRequest;
use Google\Cloud\AIPlatform\V1\PipelineJob;
/**
* @param string $formattedName The name of the PipelineJob resource.
* Format:
* `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
* Please see {@see PipelineServiceClient::pipelineJobName()} for help formatting this field.
*/
function get_pipeline_job_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new GetPipelineJobRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
/** @var PipelineJob $response */
$response = $pipelineServiceClient->getPipelineJob($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
{
$formattedName = PipelineServiceClient::pipelineJobName(
'[PROJECT]',
'[LOCATION]',
'[PIPELINE_JOB]'
);
get_pipeline_job_sample($formattedName);
}
getTrainingPipeline
Gets a TrainingPipeline.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::getTrainingPipelineAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\GetTrainingPipelineRequest
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\TrainingPipeline |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\GetTrainingPipelineRequest;
use Google\Cloud\AIPlatform\V1\TrainingPipeline;
/**
* @param string $formattedName The name of the TrainingPipeline resource.
* Format:
* `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
* Please see {@see PipelineServiceClient::trainingPipelineName()} for help formatting this field.
*/
function get_training_pipeline_sample(string $formattedName): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new GetTrainingPipelineRequest())
->setName($formattedName);
// Call the API and handle any network failures.
try {
/** @var TrainingPipeline $response */
$response = $pipelineServiceClient->getTrainingPipeline($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
{
$formattedName = PipelineServiceClient::trainingPipelineName(
'[PROJECT]',
'[LOCATION]',
'[TRAINING_PIPELINE]'
);
get_training_pipeline_sample($formattedName);
}
listPipelineJobs
Lists PipelineJobs in a Location.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::listPipelineJobsAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\ListPipelineJobsRequest
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 |
use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\ListPipelineJobsRequest;
use Google\Cloud\AIPlatform\V1\PipelineJob;
/**
* @param string $formattedParent The resource name of the Location to list the PipelineJobs from.
* Format: `projects/{project}/locations/{location}`
* Please see {@see PipelineServiceClient::locationName()} for help formatting this field.
*/
function list_pipeline_jobs_sample(string $formattedParent): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new ListPipelineJobsRequest())
->setParent($formattedParent);
// Call the API and handle any network failures.
try {
/** @var PagedListResponse $response */
$response = $pipelineServiceClient->listPipelineJobs($request);
/** @var PipelineJob $element */
foreach ($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
{
$formattedParent = PipelineServiceClient::locationName('[PROJECT]', '[LOCATION]');
list_pipeline_jobs_sample($formattedParent);
}
listTrainingPipelines
Lists TrainingPipelines in a Location.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::listTrainingPipelinesAsync() .
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\ListTrainingPipelinesRequest
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 |
use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
use Google\Cloud\AIPlatform\V1\ListTrainingPipelinesRequest;
use Google\Cloud\AIPlatform\V1\TrainingPipeline;
/**
* @param string $formattedParent The resource name of the Location to list the TrainingPipelines
* from. Format: `projects/{project}/locations/{location}`
* Please see {@see PipelineServiceClient::locationName()} for help formatting this field.
*/
function list_training_pipelines_sample(string $formattedParent): void
{
// Create a client.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new ListTrainingPipelinesRequest())
->setParent($formattedParent);
// Call the API and handle any network failures.
try {
/** @var PagedListResponse $response */
$response = $pipelineServiceClient->listTrainingPipelines($request);
/** @var TrainingPipeline $element */
foreach ($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
{
$formattedParent = PipelineServiceClient::locationName('[PROJECT]', '[LOCATION]');
list_training_pipelines_sample($formattedParent);
}
getLocation
Gets information about a location.
The async variant is Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient::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 |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
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.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = new GetLocationRequest();
// Call the API and handle any network failures.
try {
/** @var Location $response */
$response = $pipelineServiceClient->getLocation($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\PipelineServiceClient::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 |
use Google\ApiCore\ApiException;
use Google\ApiCore\PagedListResponse;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
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.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = new ListLocationsRequest();
// Call the API and handle any network failures.
try {
/** @var PagedListResponse $response */
$response = $pipelineServiceClient->listLocations($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\PipelineServiceClient::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 |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
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.
$pipelineServiceClient = new PipelineServiceClient();
// Prepare the request message.
$request = (new GetIamPolicyRequest())
->setResource($resource);
// Call the API and handle any network failures.
try {
/** @var Policy $response */
$response = $pipelineServiceClient->getIamPolicy($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\PipelineServiceClient::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 |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
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.
$pipelineServiceClient = new PipelineServiceClient();
// 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 = $pipelineServiceClient->setIamPolicy($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\PipelineServiceClient::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 |
use Google\ApiCore\ApiException;
use Google\Cloud\AIPlatform\V1\Client\PipelineServiceClient;
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.
$pipelineServiceClient = new PipelineServiceClient();
// 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 = $pipelineServiceClient->testIamPermissions($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);
}
cancelPipelineJobAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CancelPipelineJobRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
cancelTrainingPipelineAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CancelTrainingPipelineRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
createPipelineJobAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CreatePipelineJobRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
createTrainingPipelineAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\CreateTrainingPipelineRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
deletePipelineJobAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\DeletePipelineJobRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
deleteTrainingPipelineAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\DeleteTrainingPipelineRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
getPipelineJobAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\GetPipelineJobRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
getTrainingPipelineAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\GetTrainingPipelineRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
listPipelineJobsAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\ListPipelineJobsRequest
|
optionalArgs = [] |
array
|
Returns | |
---|---|
Type | Description |
GuzzleHttp\Promise\PromiseInterface |
listTrainingPipelinesAsync
Parameters | |
---|---|
Name | Description |
request |
Google\Cloud\AIPlatform\V1\ListTrainingPipelinesRequest
|
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::artifactName
Formats a string containing the fully-qualified path to represent a artifact resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
artifact |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted artifact resource. |
static::contextName
Formats a string containing the fully-qualified path to represent a context resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
context |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted context resource. |
static::customJobName
Formats a string containing the fully-qualified path to represent a custom_job resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
customJob |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted custom_job resource. |
static::endpointName
Formats a string containing the fully-qualified path to represent a endpoint resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
endpoint |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted endpoint resource. |
static::executionName
Formats a string containing the fully-qualified path to represent a execution resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
execution |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted execution 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::metadataStoreName
Formats a string containing the fully-qualified path to represent a metadata_store resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted metadata_store resource. |
static::modelName
Formats a string containing the fully-qualified path to represent a model resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
model |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted model resource. |
static::networkName
Formats a string containing the fully-qualified path to represent a network resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
network |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted network resource. |
static::pipelineJobName
Formats a string containing the fully-qualified path to represent a pipeline_job resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
pipelineJob |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted pipeline_job resource. |
static::projectLocationEndpointName
Formats a string containing the fully-qualified path to represent a project_location_endpoint resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
endpoint |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted project_location_endpoint resource. |
static::projectLocationPublisherModelName
Formats a string containing the fully-qualified path to represent a project_location_publisher_model resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
publisher |
string
|
model |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted project_location_publisher_model resource. |
static::trainingPipelineName
Formats a string containing the fully-qualified path to represent a training_pipeline resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
trainingPipeline |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted training_pipeline resource. |
static::parseName
Parses a formatted name string and returns an associative array of the components in the name.
The following name formats are supported: Template: Pattern
- artifact: projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}
- context: projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}
- customJob: projects/{project}/locations/{location}/customJobs/{custom_job}
- endpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
- execution: projects/{project}/locations/{location}/metadataStores/{metadata_store}/executions/{execution}
- location: projects/{project}/locations/{location}
- metadataStore: projects/{project}/locations/{location}/metadataStores/{metadata_store}
- model: projects/{project}/locations/{location}/models/{model}
- network: projects/{project}/global/networks/{network}
- pipelineJob: projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}
- projectLocationEndpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
- projectLocationPublisherModel: projects/{project}/locations/{location}/publishers/{publisher}/models/{model}
- trainingPipeline: projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}
The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.
Parameters | |
---|---|
Name | Description |
formattedName |
string
The formatted name string |
template |
string
Optional name of template to match |
Returns | |
---|---|
Type | Description |
array | An associative array from name component IDs to component values. |