Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::GenAiTuningService::Client (v0.40.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.

Client for the GenAiTuningService service.

A service for creating and managing GenAI Tuning Jobs.

Inherits

Object

Includes

Google::Cloud::AIPlatform::V1::GenAiTuningService::Paths

Methods

.configure

def self.configure() { |config| ... } -> Client::Configuration

Configure the GenAiTuningService Client class.

See Configuration for a description of the configuration fields.

Yields

(config) — Configure the Client client.

Yield Parameter

config (Client::Configuration)

Returns

(Client::Configuration)

Example

# Modify the configuration for all GenAiTuningService clients
::Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.configure do |config|
  config.timeout = 10.0
end

#cancel_tuning_job

def cancel_tuning_job(request, options = nil) -> ::Google::Protobuf::Empty
def cancel_tuning_job(name: nil) -> ::Google::Protobuf::Empty

Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use GenAiTuningService.GetTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it becomes a job with a TuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and TuningJob.state is set to CANCELLED.

Overloads

def cancel_tuning_job(request, options = nil) -> ::Google::Protobuf::Empty

Pass arguments to cancel_tuning_job via a request object, either of type CancelTuningJobRequest or an equivalent Hash.

Parameters

request (::Google::Cloud::AIPlatform::V1::CancelTuningJobRequest, ::Hash) — A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.
options (::Gapic::CallOptions, ::Hash) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

def cancel_tuning_job(name: nil) -> ::Google::Protobuf::Empty

Pass arguments to cancel_tuning_job via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

Parameter

name (::String) — Required. The name of the TuningJob to cancel. Format: projects/{project}/locations/{location}/tuningJobs/{tuning_job}

Yields

(response, operation) — Access the result along with the RPC operation

Yield Parameters

response (::Google::Protobuf::Empty)
operation (::GRPC::ActiveCall::Operation)

Returns

(::Google::Protobuf::Empty)

Raises

(::Google::Cloud::Error) — if the RPC is aborted.

Example

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CancelTuningJobRequest.new

# Call the cancel_tuning_job method.
result = client.cancel_tuning_job request

# The returned object is of type Google::Protobuf::Empty.
p result

#configure

def configure() { |config| ... } -> Client::Configuration

Configure the GenAiTuningService Client instance.

The configuration is set to the derived mode, meaning that values can be changed, but structural changes (adding new fields, etc.) are not allowed. Structural changes should be made on Client.configure.

See Configuration for a description of the configuration fields.

Yields

(config) — Configure the Client client.

Yield Parameter

config (Client::Configuration)

Returns

(Client::Configuration)

#create_tuning_job

def create_tuning_job(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob
def create_tuning_job(parent: nil, tuning_job: nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

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

Overloads

def create_tuning_job(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

Pass arguments to create_tuning_job via a request object, either of type CreateTuningJobRequest or an equivalent Hash.

Parameters

request (::Google::Cloud::AIPlatform::V1::CreateTuningJobRequest, ::Hash) — A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.
options (::Gapic::CallOptions, ::Hash) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

def create_tuning_job(parent: nil, tuning_job: nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

Pass arguments to create_tuning_job via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

Parameters

parent (::String) — Required. The resource name of the Location to create the TuningJob in. Format: projects/{project}/locations/{location}
tuning_job (::Google::Cloud::AIPlatform::V1::TuningJob, ::Hash) — Required. The TuningJob to create.

Yields

(response, operation) — Access the result along with the RPC operation

Yield Parameters

response (::Google::Cloud::AIPlatform::V1::TuningJob)
operation (::GRPC::ActiveCall::Operation)

Returns

(::Google::Cloud::AIPlatform::V1::TuningJob)

Raises

(::Google::Cloud::Error) — if the RPC is aborted.

Example

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CreateTuningJobRequest.new

# Call the create_tuning_job method.
result = client.create_tuning_job request

# The returned object is of type Google::Cloud::AIPlatform::V1::TuningJob.
p result

#get_tuning_job

def get_tuning_job(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob
def get_tuning_job(name: nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

Gets a TuningJob.

Overloads

def get_tuning_job(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

Pass arguments to get_tuning_job via a request object, either of type Google::Cloud::AIPlatform::V1::GetTuningJobRequest or an equivalent Hash.

Parameters

request (::Google::Cloud::AIPlatform::V1::GetTuningJobRequest, ::Hash) — A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.
options (::Gapic::CallOptions, ::Hash) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

def get_tuning_job(name: nil) -> ::Google::Cloud::AIPlatform::V1::TuningJob

Pass arguments to get_tuning_job via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

Parameter

name (::String) — Required. The name of the TuningJob resource. Format: projects/{project}/locations/{location}/tuningJobs/{tuning_job}

Yields

(response, operation) — Access the result along with the RPC operation

Yield Parameters

response (::Google::Cloud::AIPlatform::V1::TuningJob)
operation (::GRPC::ActiveCall::Operation)

Returns

(::Google::Cloud::AIPlatform::V1::TuningJob)

Raises

(::Google::Cloud::Error) — if the RPC is aborted.

Example

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::GetTuningJobRequest.new

# Call the get_tuning_job method.
result = client.get_tuning_job request

# The returned object is of type Google::Cloud::AIPlatform::V1::TuningJob.
p result

#iam_policy_client

def iam_policy_client() -> Google::Iam::V1::IAMPolicy::Client

Get the associated client for mix-in of the IAMPolicy.

Returns

(Google::Iam::V1::IAMPolicy::Client)

#initialize

def initialize() { |config| ... } -> Client

Create a new GenAiTuningService client object.

Yields

(config) — Configure the GenAiTuningService client.

Yield Parameter

config (Client::Configuration)

Returns

(Client) — a new instance of Client

Example

# Create a client using the default configuration
client = ::Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new

# Create a client using a custom configuration
client = ::Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new do |config|
  config.timeout = 10.0
end

#list_tuning_jobs

def list_tuning_jobs(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>
def list_tuning_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>

Lists TuningJobs in a Location.

Overloads

def list_tuning_jobs(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>

Pass arguments to list_tuning_jobs via a request object, either of type ListTuningJobsRequest or an equivalent Hash.

Parameters

request (::Google::Cloud::AIPlatform::V1::ListTuningJobsRequest, ::Hash) — A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.
options (::Gapic::CallOptions, ::Hash) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

def list_tuning_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>

Pass arguments to list_tuning_jobs via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

Parameters

parent (::String) — Required. The resource name of the Location to list the TuningJobs from. Format: projects/{project}/locations/{location}
filter (::String) — Optional. The standard list filter.
page_size (::Integer) — Optional. The standard list page size.
page_token (::String) — Optional. The standard list page token. Typically obtained via [ListTuningJob.next_page_token][] of the previous GenAiTuningService.ListTuningJob][] call.

Yields

(response, operation) — Access the result along with the RPC operation

Yield Parameters

response (::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>)
operation (::GRPC::ActiveCall::Operation)

Returns

(::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TuningJob>)

Raises

(::Google::Cloud::Error) — if the RPC is aborted.

Example

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::GenAiTuningService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ListTuningJobsRequest.new

# Call the list_tuning_jobs method.
result = client.list_tuning_jobs request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::TuningJob.
  p item
end

#location_client

def location_client() -> Google::Cloud::Location::Locations::Client

Get the associated client for mix-in of the Locations.

Returns

(Google::Cloud::Location::Locations::Client)

#universe_domain

def universe_domain() -> String

The effective universe domain

Returns

(String)