Google Cloud Ai Platform V1 Client - Class PipelineServiceClient (0.18.0)

Version 0.18.0

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Beta

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

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class 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 is currently experimental and may be subject to changes.

Namespace

Google \ Cloud \ AIPlatform \ V1 \ Client

Methods

__construct

Constructor.

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

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\BaseClient\self::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.

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\BaseClient\self::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.

createPipelineJob

Creates a PipelineJob. A PipelineJob will run immediately when created.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

createTrainingPipeline

Creates a TrainingPipeline. A created TrainingPipeline right away will be attempted to be run.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

deletePipelineJob

Deletes a PipelineJob.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

deleteTrainingPipeline

Deletes a TrainingPipeline.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

getPipelineJob

Gets a PipelineJob.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

getTrainingPipeline

Gets a TrainingPipeline.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

listPipelineJobs

Lists PipelineJobs in a Location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

listTrainingPipelines

Lists TrainingPipelines in a Location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::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

getLocation

Gets information about a location.

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

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

Returns
Type	Description
Google\Cloud\Location\Location

listLocations

Lists information about the supported locations for this service.

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

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

Returns
Type	Description
Google\ApiCore\PagedListResponse

getIamPolicy

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

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

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

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

setIamPolicy

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

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

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

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

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

testIamPermissions

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

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

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

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

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

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.