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Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureOnlineStoreService::Client (v0.35.0)

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

Client for the FeatureOnlineStoreService service.

Inherits

Object

Includes

Google::Cloud::AIPlatform::V1::FeatureOnlineStoreService::Paths

Methods

.configure

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

Configure the FeatureOnlineStoreService 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 FeatureOnlineStoreService clients
::Google::Cloud::AIPlatform::V1::FeatureOnlineStoreService::Client.configure do |config|
  config.timeout = 10.0
end

#configure

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

Configure the FeatureOnlineStoreService 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)

#fetch_feature_values

def fetch_feature_values(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse
def fetch_feature_values(feature_view: nil, data_key: nil, data_format: nil) -> ::Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse

Fetch feature values under a FeatureView.

Overloads

def fetch_feature_values(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse

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

Parameters

request (::Google::Cloud::AIPlatform::V1::FetchFeatureValuesRequest, ::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 fetch_feature_values(feature_view: nil, data_key: nil, data_format: nil) -> ::Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse

Pass arguments to fetch_feature_values 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

feature_view (::String) — Required. FeatureView resource format projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}/featureViews/{featureView}
data_key (::Google::Cloud::AIPlatform::V1::FeatureViewDataKey, ::Hash) — Optional. The request key to fetch feature values for.
data_format (::Google::Cloud::AIPlatform::V1::FeatureViewDataFormat) — Optional. Response data format. If not set, FeatureViewDataFormat.KEY_VALUE will be used.

Yields

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

Yield Parameters

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

Returns

(::Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse)

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::FeatureOnlineStoreService::Client.new

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

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

# The returned object is of type Google::Cloud::AIPlatform::V1::FetchFeatureValuesResponse.
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 FeatureOnlineStoreService client object.

Yields

(config) — Configure the FeatureOnlineStoreService 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::FeatureOnlineStoreService::Client.new

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