Class: Google::Cloud::AIPlatform::V1::FeatureOnlineStoreAdminService::Client

Inherits:
Object
  • Object
show all
Includes:
Paths
Defined in:
lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb

Overview

Client for the FeatureOnlineStoreAdminService service.

The service that handles CRUD and List for resources for FeatureOnlineStore.

Defined Under Namespace

Classes: Configuration

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Methods included from Paths

#feature_online_store_path, #feature_view_path, #feature_view_sync_path, #location_path

Constructor Details

#initialize {|config| ... } ⇒ Client

Create a new FeatureOnlineStoreAdminService client object.

Examples:


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

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

Yields:

  • (config) —

    Configure the FeatureOnlineStoreAdminService client.

Yield Parameters:



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 127

def initialize
  # These require statements are intentionally placed here to initialize
  # the gRPC module only when it's required.
  # See https://github.com/googleapis/toolkit/issues/446
  require "gapic/grpc"
  require "google/cloud/aiplatform/v1/feature_online_store_admin_service_services_pb"

  # Create the configuration object
  @config = Configuration.new Client.configure

  # Yield the configuration if needed
  yield @config if block_given?

  # Create credentials
  credentials = @config.credentials
  # Use self-signed JWT if the endpoint is unchanged from default,
  # but only if the default endpoint does not have a region prefix.
  enable_self_signed_jwt = @config.endpoint.nil? ||
                           (@config.endpoint == Configuration::DEFAULT_ENDPOINT &&
                           !@config.endpoint.split(".").first.include?("-"))
  credentials ||= Credentials.default scope: @config.scope,
                                      enable_self_signed_jwt: enable_self_signed_jwt
  if credentials.is_a?(::String) || credentials.is_a?(::Hash)
    credentials = Credentials.new credentials, scope: @config.scope
  end
  @quota_project_id = @config.quota_project
  @quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id

  @operations_client = Operations.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @config.endpoint
    config.universe_domain = @config.universe_domain
  end

  @feature_online_store_admin_service_stub = ::Gapic::ServiceStub.new(
    ::Google::Cloud::AIPlatform::V1::FeatureOnlineStoreAdminService::Stub,
    credentials: credentials,
    endpoint: @config.endpoint,
    endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
    universe_domain: @config.universe_domain,
    channel_args: @config.channel_args,
    interceptors: @config.interceptors,
    channel_pool_config: @config.channel_pool,
    logger: @config.logger
  )

  @feature_online_store_admin_service_stub.stub_logger&.info do |entry|
    entry.set_system_name
    entry.set_service
    entry.message = "Created client for #{entry.service}"
    entry.set_credentials_fields credentials
    entry.set "customEndpoint", @config.endpoint if @config.endpoint
    entry.set "defaultTimeout", @config.timeout if @config.timeout
    entry.set "quotaProject", @quota_project_id if @quota_project_id
  end

  @location_client = Google::Cloud::Location::Locations::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @feature_online_store_admin_service_stub.endpoint
    config.universe_domain = @feature_online_store_admin_service_stub.universe_domain
    config.logger = @feature_online_store_admin_service_stub.logger if config.respond_to? :logger=
  end

  @iam_policy_client = Google::Iam::V1::IAMPolicy::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @feature_online_store_admin_service_stub.endpoint
    config.universe_domain = @feature_online_store_admin_service_stub.universe_domain
    config.logger = @feature_online_store_admin_service_stub.logger if config.respond_to? :logger=
  end
end

Instance Attribute Details

#iam_policy_client ⇒ Google::Iam::V1::IAMPolicy::Client (readonly)

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

Returns:

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


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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 220

def iam_policy_client
  @iam_policy_client
end

#location_client ⇒ Google::Cloud::Location::Locations::Client (readonly)

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

Returns:

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


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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 213

def location_client
  @location_client
end

#operations_client ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStoreAdminService::Operations (readonly)

Get the associated client for long-running operations.

Returns:



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 206

def operations_client
  @operations_client
end

Class Method Details

.configure {|config| ... } ⇒ Client::Configuration

Configure the FeatureOnlineStoreAdminService Client class.

See Configuration for a description of the configuration fields.

Examples:


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

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 65

def self.configure
  @configure ||= begin
    namespace = ["Google", "Cloud", "AIPlatform", "V1"]
    parent_config = while namespace.any?
                      parent_name = namespace.join "::"
                      parent_const = const_get parent_name
                      break parent_const.configure if parent_const.respond_to? :configure
                      namespace.pop
                    end
    default_config = Client::Configuration.new parent_config

    default_config
  end
  yield @configure if block_given?
  @configure
end

Instance Method Details

#configure {|config| ... } ⇒ Client::Configuration

Configure the FeatureOnlineStoreAdminService 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 configure.

See Configuration for a description of the configuration fields.

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 97

def configure
  yield @config if block_given?
  @config
end

#create_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation #create_feature_online_store(parent: nil, feature_online_store: nil, feature_online_store_id: nil) ⇒ ::Gapic::Operation

Creates a new FeatureOnlineStore in a given project and location.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #create_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateFeatureOnlineStoreRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_feature_online_store(parent: nil, feature_online_store: nil, feature_online_store_id: nil) ⇒ ::Gapic::Operation

    Pass arguments to create_feature_online_store 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) (defaults to: nil) —

      Required. The resource name of the Location to create FeatureOnlineStores. Format: projects/{project}/locations/{location}

    • feature_online_store (::Google::Cloud::AIPlatform::V1::FeatureOnlineStore, ::Hash) (defaults to: nil) —

      Required. The FeatureOnlineStore to create.

    • feature_online_store_id (::String) (defaults to: nil) —

      Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name.

      This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number.

      The value must be unique within the project and location.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 296

def create_feature_online_store request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateFeatureOnlineStoreRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_feature_online_store.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_feature_online_store.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_feature_online_store.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :create_feature_online_store, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#create_feature_view(request, options = nil) ⇒ ::Gapic::Operation #create_feature_view(parent: nil, feature_view: nil, feature_view_id: nil, run_sync_immediately: nil) ⇒ ::Gapic::Operation

Creates a new FeatureView in a given FeatureOnlineStore.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #create_feature_view(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateFeatureViewRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_feature_view(parent: nil, feature_view: nil, feature_view_id: nil, run_sync_immediately: nil) ⇒ ::Gapic::Operation

    Pass arguments to create_feature_view 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) (defaults to: nil) —

      Required. The resource name of the FeatureOnlineStore to create FeatureViews. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}

    • feature_view (::Google::Cloud::AIPlatform::V1::FeatureView, ::Hash) (defaults to: nil) —

      Required. The FeatureView to create.

    • feature_view_id (::String) (defaults to: nil) —

      Required. The ID to use for the FeatureView, which will become the final component of the FeatureView's resource name.

      This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number.

      The value must be unique within a FeatureOnlineStore.

    • run_sync_immediately (::Boolean) (defaults to: nil) —

      Immutable. If set to true, one on demand sync will be run immediately, regardless whether the FeatureView.sync_config is configured or not.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 836

def create_feature_view request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateFeatureViewRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_feature_view.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_feature_view.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_feature_view.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :create_feature_view, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation #delete_feature_online_store(name: nil, force: nil) ⇒ ::Gapic::Operation

Deletes a single FeatureOnlineStore. The FeatureOnlineStore must not contain any FeatureViews.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteFeatureOnlineStoreRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_feature_online_store(name: nil, force: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_feature_online_store 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:

    • name (::String) (defaults to: nil) —

      Required. The name of the FeatureOnlineStore to be deleted. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}

    • force (::Boolean) (defaults to: nil) —

      If set to true, any FeatureViews and Features for this FeatureOnlineStore will also be deleted. (Otherwise, the request will only work if the FeatureOnlineStore has no FeatureViews.)

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 725

def delete_feature_online_store request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteFeatureOnlineStoreRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_feature_online_store.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_feature_online_store.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_feature_online_store.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :delete_feature_online_store, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_feature_view(request, options = nil) ⇒ ::Gapic::Operation #delete_feature_view(name: nil) ⇒ ::Gapic::Operation

Deletes a single FeatureView.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_feature_view(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteFeatureViewRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_feature_view(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_feature_view 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:

    • name (::String) (defaults to: nil) —

      Required. The name of the FeatureView to be deleted. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1270

def delete_feature_view request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteFeatureViewRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_feature_view.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_feature_view.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_feature_view.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :delete_feature_view, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_feature_online_store(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore #get_feature_online_store(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore

Gets details of a single FeatureOnlineStore.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

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

Overloads:

  • #get_feature_online_store(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetFeatureOnlineStoreRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_feature_online_store(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore

    Pass arguments to get_feature_online_store 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:

    • name (::String) (defaults to: nil) —

      Required. The name of the FeatureOnlineStore resource.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 383

def get_feature_online_store request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetFeatureOnlineStoreRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_feature_online_store.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_feature_online_store.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_feature_online_store.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :get_feature_online_store, request, options: options do |response, operation|
    yield response, operation if block_given?
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_feature_view(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureView #get_feature_view(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureView

Gets details of a single FeatureView.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

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

Overloads:

  • #get_feature_view(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureView

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetFeatureViewRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_feature_view(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FeatureView

    Pass arguments to get_feature_view 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:

    • name (::String) (defaults to: nil) —

      Required. The name of the FeatureView resource. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 925

def get_feature_view request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetFeatureViewRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_feature_view.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_feature_view.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_feature_view.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :get_feature_view, request, options: options do |response, operation|
    yield response, operation if block_given?
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_feature_view_sync(request, options = nil) ⇒ ::Google::Cloud::Aiplatform::V1::FeatureViewSync #get_feature_view_sync(name: nil) ⇒ ::Google::Cloud::Aiplatform::V1::FeatureViewSync

Gets details of a single FeatureViewSync.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Google::Cloud::Aiplatform::V1::FeatureViewSync.
p result

Overloads:

  • #get_feature_view_sync(request, options = nil) ⇒ ::Google::Cloud::Aiplatform::V1::FeatureViewSync

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetFeatureViewSyncRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_feature_view_sync(name: nil) ⇒ ::Google::Cloud::Aiplatform::V1::FeatureViewSync

    Pass arguments to get_feature_view_sync 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:

    • name (::String) (defaults to: nil) —

      Required. The name of the FeatureViewSync resource. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}/featureViewSyncs/{feature_view_sync}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1445

def get_feature_view_sync request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetFeatureViewSyncRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_feature_view_sync.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_feature_view_sync.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_feature_view_sync.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :get_feature_view_sync, request, options: options do |response, operation|
    yield response, operation if block_given?
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_feature_online_stores(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureOnlineStore> #list_feature_online_stores(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureOnlineStore>

Lists FeatureOnlineStores in a given project and location.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

# Call the list_feature_online_stores method.
result = client.list_feature_online_stores 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::FeatureOnlineStore.
  p item
end

Overloads:

  • #list_feature_online_stores(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureOnlineStore>

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListFeatureOnlineStoresRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_feature_online_stores(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureOnlineStore>

    Pass arguments to list_feature_online_stores 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) (defaults to: nil) —

      Required. The resource name of the Location to list FeatureOnlineStores. Format: projects/{project}/locations/{location}

    • filter (::String) (defaults to: nil) —

      Lists the FeatureOnlineStores that match the filter expression. The following fields are supported:

      • create_time: Supports =, !=, <, >, <=, and >= comparisons. Values must be in RFC 3339 format.
      • update_time: Supports =, !=, <, >, <=, and >= comparisons. Values must be in RFC 3339 format.
      • labels: Supports key-value equality and key presence.

      Examples:

      • create_time > "2020-01-01" OR update_time > "2020-01-01" FeatureOnlineStores created or updated after 2020-01-01.
      • labels.env = "prod" FeatureOnlineStores with label "env" set to "prod".
    • page_size (::Integer) (defaults to: nil) —

      The maximum number of FeatureOnlineStores to return. The service may return fewer than this value. If unspecified, at most 100 FeatureOnlineStores will be returned. The maximum value is 100; any value greater than 100 will be coerced to 100.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous FeatureOnlineStoreAdminService.ListFeatureOnlineStores call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to FeatureOnlineStoreAdminService.ListFeatureOnlineStores must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported Fields:

      • create_time
      • update_time

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 512

def list_feature_online_stores request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListFeatureOnlineStoresRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_feature_online_stores.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_feature_online_stores.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_feature_online_stores.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :list_feature_online_stores, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @feature_online_store_admin_service_stub, :list_feature_online_stores, request, response, operation, options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_feature_view_syncs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::Aiplatform::V1::FeatureViewSync> #list_feature_view_syncs(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::Aiplatform::V1::FeatureViewSync>

Lists FeatureViewSyncs in a given FeatureView.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

# Call the list_feature_view_syncs method.
result = client.list_feature_view_syncs 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::FeatureViewSync.
  p item
end

Overloads:

  • #list_feature_view_syncs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::Aiplatform::V1::FeatureViewSync>

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListFeatureViewSyncsRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_feature_view_syncs(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::Aiplatform::V1::FeatureViewSync>

    Pass arguments to list_feature_view_syncs 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) (defaults to: nil) —

      Required. The resource name of the FeatureView to list FeatureViewSyncs. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

    • filter (::String) (defaults to: nil) —

      Lists the FeatureViewSyncs that match the filter expression. The following filters are supported:

      • create_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.

      Examples:

      • create_time > \"2020-01-31T15:30:00.000000Z\" --> FeatureViewSyncs created after 2020-01-31T15:30:00.000000Z.
    • page_size (::Integer) (defaults to: nil) —

      The maximum number of FeatureViewSyncs to return. The service may return fewer than this value. If unspecified, at most 1000 FeatureViewSyncs will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous FeatureOnlineStoreAdminService.ListFeatureViewSyncs call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to FeatureOnlineStoreAdminService.ListFeatureViewSyncs must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.

      Supported fields:

      • create_time

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1567

def list_feature_view_syncs request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListFeatureViewSyncsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_feature_view_syncs.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_feature_view_syncs.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_feature_view_syncs.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :list_feature_view_syncs, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @feature_online_store_admin_service_stub, :list_feature_view_syncs, request, response, operation, options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_feature_views(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureView> #list_feature_views(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureView>

Lists FeatureViews in a given FeatureOnlineStore.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

# Call the list_feature_views method.
result = client.list_feature_views 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::FeatureView.
  p item
end

Overloads:

  • #list_feature_views(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureView>

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListFeatureViewsRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_feature_views(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureView>

    Pass arguments to list_feature_views 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) (defaults to: nil) —

      Required. The resource name of the FeatureOnlineStore to list FeatureViews. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}

    • filter (::String) (defaults to: nil) —

      Lists the FeatureViews that match the filter expression. The following filters are supported:

      • create_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
      • update_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
      • labels: Supports key-value equality as well as key presence.

      Examples:

      • create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\" --> FeatureViews created or updated after 2020-01-31T15:30:00.000000Z.
      • labels.active = yes AND labels.env = prod --> FeatureViews having both (active: yes) and (env: prod) labels.
      • labels.env: * --> Any FeatureView which has a label with 'env' as the key.
    • page_size (::Integer) (defaults to: nil) —

      The maximum number of FeatureViews to return. The service may return fewer than this value. If unspecified, at most 1000 FeatureViews will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous FeatureOnlineStoreAdminService.ListFeatureViews call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to FeatureOnlineStoreAdminService.ListFeatureViews must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.

      Supported fields:

      • feature_view_id
      • create_time
      • update_time

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1057

def list_feature_views request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListFeatureViewsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_feature_views.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_feature_views.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_feature_views.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :list_feature_views, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @feature_online_store_admin_service_stub, :list_feature_views, request, response, operation, options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#logger ⇒ Logger

The logger used for request/response debug logging.

Returns:

  • (Logger) 


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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 227

def logger
  @feature_online_store_admin_service_stub.logger
end

#sync_feature_view(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::SyncFeatureViewResponse #sync_feature_view(feature_view: nil) ⇒ ::Google::Cloud::AIPlatform::V1::SyncFeatureViewResponse

Triggers on-demand sync for the FeatureView.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

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

Overloads:

  • #sync_feature_view(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::SyncFeatureViewResponse

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::SyncFeatureViewRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #sync_feature_view(feature_view: nil) ⇒ ::Google::Cloud::AIPlatform::V1::SyncFeatureViewResponse

    Pass arguments to sync_feature_view 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) (defaults to: nil) —

      Required. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1358

def sync_feature_view request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::SyncFeatureViewRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.sync_feature_view.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.feature_view
    header_params["feature_view"] = request.feature_view
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.sync_feature_view.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.sync_feature_view.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :sync_feature_view, request, options: options do |response, operation|
    yield response, operation if block_given?
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#universe_domain ⇒ String

The effective universe domain

Returns:

  • (String) 


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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 107

def universe_domain
  @feature_online_store_admin_service_stub.universe_domain
end

#update_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation #update_feature_online_store(feature_online_store: nil, update_mask: nil) ⇒ ::Gapic::Operation

Updates the parameters of a single FeatureOnlineStore.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #update_feature_online_store(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateFeatureOnlineStoreRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_feature_online_store(feature_online_store: nil, update_mask: nil) ⇒ ::Gapic::Operation

    Pass arguments to update_feature_online_store 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_online_store (::Google::Cloud::AIPlatform::V1::FeatureOnlineStore, ::Hash) (defaults to: nil) —

      Required. The FeatureOnlineStore's name field is used to identify the FeatureOnlineStore to be updated. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Field mask is used to specify the fields to be overwritten in the FeatureOnlineStore resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field will be overwritten if it is in the mask. If the user does not provide a mask then only the non-empty fields present in the request will be overwritten. Set the update_mask to * to override all fields.

      Updatable fields:

      • labels
      • description
      • bigtable
      • bigtable.auto_scaling
      • bigtable.enable_multi_region_replica

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 624

def update_feature_online_store request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateFeatureOnlineStoreRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_feature_online_store.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.feature_online_store&.name
    header_params["feature_online_store.name"] = request.feature_online_store.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_feature_online_store.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_feature_online_store.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :update_feature_online_store, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#update_feature_view(request, options = nil) ⇒ ::Gapic::Operation #update_feature_view(feature_view: nil, update_mask: nil) ⇒ ::Gapic::Operation

Updates the parameters of a single FeatureView.

Examples:

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::FeatureOnlineStoreAdminService::Client.new

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

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

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #update_feature_view(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateFeatureViewRequest, ::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) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_feature_view(feature_view: nil, update_mask: nil) ⇒ ::Gapic::Operation

    Pass arguments to update_feature_view 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 (::Google::Cloud::AIPlatform::V1::FeatureView, ::Hash) (defaults to: nil) —

      Required. The FeatureView's name field is used to identify the FeatureView to be updated. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Field mask is used to specify the fields to be overwritten in the FeatureView resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field will be overwritten if it is in the mask. If the user does not provide a mask then only the non-empty fields present in the request will be overwritten. Set the update_mask to * to override all fields.

      Updatable fields:

      • labels
      • service_agent_type
      • big_query_source
      • big_query_source.uri
      • big_query_source.entity_id_columns
      • feature_registry_source
      • feature_registry_source.feature_groups
      • sync_config
      • sync_config.cron
      • optimized_config.automatic_resources

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/feature_online_store_admin_service/client.rb', line 1174

def update_feature_view request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateFeatureViewRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_feature_view.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.feature_view&.name
    header_params["feature_view.name"] = request.feature_view.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_feature_view.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_feature_view.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @feature_online_store_admin_service_stub.call_rpc :update_feature_view, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    throw :response, response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end