Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client (v0.61.0)

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

Client for the FeatureRegistryService service.

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

Inherits

  • Object

Includes

Methods

.configure

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

Configure the FeatureRegistryService Client class.

See Configuration for a description of the configuration fields.

Yields
  • (config) — Configure the Client client.
Yield Parameter
Returns
Example 
# Modify the configuration for all FeatureRegistryService clients
::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client.configure do |config|
  config.timeout = 10.0
end

#batch_create_features

def batch_create_features(request, options = nil) -> ::Gapic::Operation
def batch_create_features(parent: nil, requests: nil) -> ::Gapic::Operation

Creates a batch of Features in a given FeatureGroup.

Overloads 
def batch_create_features(request, options = nil) -> ::Gapic::Operation
Pass arguments to batch_create_features via a request object, either of type BatchCreateFeaturesRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::BatchCreateFeaturesRequest, ::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 batch_create_features(parent: nil, requests: nil) -> ::Gapic::Operation
Pass arguments to batch_create_features 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 EntityType/FeatureGroup to create the batch of Features under. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} projects/{project}/locations/{location}/featureGroups/{feature_group}
  • requests (::Array<::Google::Cloud::AIPlatform::V1::CreateFeatureRequest, ::Hash>) — Required. The request message specifying the Features to create. All Features must be created under the same parent EntityType / FeatureGroup. The parent field in each child request message can be omitted. If parent is set in a child request, then the value must match the parent value in this request message.
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.
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::FeatureRegistryService::Client.new

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

# Call the batch_create_features method.
result = client.batch_create_features 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

#configure

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

Configure the FeatureRegistryService 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
Returns

#create_feature

def create_feature(request, options = nil) -> ::Gapic::Operation
def create_feature(parent: nil, feature: nil, feature_id: nil) -> ::Gapic::Operation

Creates a new Feature in a given FeatureGroup.

Overloads 
def create_feature(request, options = nil) -> ::Gapic::Operation
Pass arguments to create_feature via a request object, either of type CreateFeatureRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::CreateFeatureRequest, ::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_feature(parent: nil, feature: nil, feature_id: nil) -> ::Gapic::Operation
Pass arguments to create_feature 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 EntityType or FeatureGroup to create a Feature. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}
  • feature (::Google::Cloud::AIPlatform::V1::Feature, ::Hash) — Required. The Feature to create.
  • feature_id (::String) — Required. The ID to use for the Feature, which will become the final component of the Feature's resource name.

    This value may be up to 128 characters, and valid characters are [a-z0-9_]. The first character cannot be a number.

    The value must be unique within an EntityType/FeatureGroup.

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.
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::FeatureRegistryService::Client.new

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

# Call the create_feature method.
result = client.create_feature 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

#create_feature_group

def create_feature_group(request, options = nil) -> ::Gapic::Operation
def create_feature_group(parent: nil, feature_group: nil, feature_group_id: nil) -> ::Gapic::Operation

Creates a new FeatureGroup in a given project and location.

Overloads 
def create_feature_group(request, options = nil) -> ::Gapic::Operation
Pass arguments to create_feature_group via a request object, either of type CreateFeatureGroupRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::CreateFeatureGroupRequest, ::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_feature_group(parent: nil, feature_group: nil, feature_group_id: nil) -> ::Gapic::Operation
Pass arguments to create_feature_group 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 FeatureGroups. Format: projects/{project}/locations/{location}
  • feature_group (::Google::Cloud::AIPlatform::V1::FeatureGroup, ::Hash) — Required. The FeatureGroup to create.
  • feature_group_id (::String) — Required. The ID to use for this FeatureGroup, which will become the final component of the FeatureGroup's resource name.

    This value may be up to 128 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.
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::FeatureRegistryService::Client.new

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

# Call the create_feature_group method.
result = client.create_feature_group 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

#delete_feature

def delete_feature(request, options = nil) -> ::Gapic::Operation
def delete_feature(name: nil) -> ::Gapic::Operation

Deletes a single Feature.

Overloads 
def delete_feature(request, options = nil) -> ::Gapic::Operation
Pass arguments to delete_feature via a request object, either of type DeleteFeatureRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::DeleteFeatureRequest, ::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 delete_feature(name: nil) -> ::Gapic::Operation
Pass arguments to delete_feature 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 Features to be deleted. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature} projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}
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.
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::FeatureRegistryService::Client.new

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

# Call the delete_feature method.
result = client.delete_feature 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

#delete_feature_group

def delete_feature_group(request, options = nil) -> ::Gapic::Operation
def delete_feature_group(name: nil, force: nil) -> ::Gapic::Operation

Deletes a single FeatureGroup.

Overloads 
def delete_feature_group(request, options = nil) -> ::Gapic::Operation
Pass arguments to delete_feature_group via a request object, either of type DeleteFeatureGroupRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::DeleteFeatureGroupRequest, ::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 delete_feature_group(name: nil, force: nil) -> ::Gapic::Operation
Pass arguments to delete_feature_group 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) — Required. The name of the FeatureGroup to be deleted. Format: projects/{project}/locations/{location}/featureGroups/{feature_group}
  • force (::Boolean) — If set to true, any Features under this FeatureGroup will also be deleted. (Otherwise, the request will only work if the FeatureGroup has no Features.)
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.
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::FeatureRegistryService::Client.new

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

# Call the delete_feature_group method.
result = client.delete_feature_group 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

#get_feature

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

Gets details of a single Feature.

Overloads 
def get_feature(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Feature
Pass arguments to get_feature via a request object, either of type GetFeatureRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::GetFeatureRequest, ::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_feature(name: nil) -> ::Google::Cloud::AIPlatform::V1::Feature
Pass arguments to get_feature 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 Feature resource. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
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::FeatureRegistryService::Client.new

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

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

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

#get_feature_group

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

Gets details of a single FeatureGroup.

Overloads 
def get_feature_group(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::FeatureGroup
Pass arguments to get_feature_group via a request object, either of type GetFeatureGroupRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::GetFeatureGroupRequest, ::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_feature_group(name: nil) -> ::Google::Cloud::AIPlatform::V1::FeatureGroup
Pass arguments to get_feature_group 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 FeatureGroup resource.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
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::FeatureRegistryService::Client.new

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

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

# The returned object is of type Google::Cloud::AIPlatform::V1::FeatureGroup.
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 FeatureRegistryService client object.

Yields
  • (config) — Configure the FeatureRegistryService client.
Yield Parameter
Returns
  • (Client) — a new instance of Client
Example 
# Create a client using the default configuration
client = ::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client.new

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

#list_feature_groups

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

Lists FeatureGroups in a given project and location.

Overloads 
def list_feature_groups(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureGroup>
Pass arguments to list_feature_groups via a request object, either of type ListFeatureGroupsRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ListFeatureGroupsRequest, ::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_feature_groups(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::FeatureGroup>
Pass arguments to list_feature_groups 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 FeatureGroups. Format: projects/{project}/locations/{location}
  • filter (::String) —

    Lists the FeatureGroups 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" FeatureGroups created or updated after 2020-01-01.
    • labels.env = "prod" FeatureGroups with label "env" set to "prod".
  • page_size (::Integer) — The maximum number of FeatureGroups to return. The service may return fewer than this value. If unspecified, at most 100 FeatureGroups will be returned. The maximum value is 100; any value greater than 100 will be coerced to 100.
  • page_token (::String) — A page token, received from a previous FeatureRegistryService.ListFeatureGroups call. Provide this to retrieve the subsequent page.

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

  • order_by (::String) —

    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.
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::FeatureRegistryService::Client.new

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

# Call the list_feature_groups method.
result = client.list_feature_groups 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::FeatureGroup.
  p item
end

#list_features

def list_features(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Feature>
def list_features(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil, latest_stats_count: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Feature>

Lists Features in a given FeatureGroup.

Overloads 
def list_features(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Feature>
Pass arguments to list_features via a request object, either of type ListFeaturesRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ListFeaturesRequest, ::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_features(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil, latest_stats_count: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Feature>
Pass arguments to list_features 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 Features. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}
  • filter (::String) —

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

    • value_type: Supports = and != comparisons.
    • 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:

    • value_type = DOUBLE --> Features whose type is DOUBLE.
    • create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\" --> EntityTypes created or updated after 2020-01-31T15:30:00.000000Z.
    • labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
    • labels.env: * --> Any Feature which has a label with 'env' as the key.
  • page_size (::Integer) — The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 1000 Features will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.
  • page_token (::String) — A page token, received from a previous FeaturestoreService.ListFeatures call or FeatureRegistryService.ListFeatures call. Provide this to retrieve the subsequent page.

    When paginating, all other parameters provided to FeaturestoreService.ListFeatures or FeatureRegistryService.ListFeatures must match the call that provided the page token.

  • order_by (::String) —

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

    • feature_id
    • value_type (Not supported for FeatureRegistry Feature)
    • create_time
    • update_time
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
  • latest_stats_count (::Integer) — Only applicable for Vertex AI Feature Store (Legacy). If set, return the most recent ListFeaturesRequest.latest_stats_count of stats for each Feature in response. Valid value is [0, 10]. If number of stats exists < ListFeaturesRequest.latest_stats_count, return all existing stats.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
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::FeatureRegistryService::Client.new

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

# Call the list_features method.
result = client.list_features 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::Feature.
  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)

#logger

def logger() -> Logger

The logger used for request/response debug logging.

Returns
  • (Logger)

#operations_client

def operations_client() -> ::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Operations

Get the associated client for long-running operations.

Returns

#universe_domain

def universe_domain() -> String

The effective universe domain

Returns
  • (String)

#update_feature

def update_feature(request, options = nil) -> ::Gapic::Operation
def update_feature(feature: nil, update_mask: nil) -> ::Gapic::Operation

Updates the parameters of a single Feature.

Overloads 
def update_feature(request, options = nil) -> ::Gapic::Operation
Pass arguments to update_feature via a request object, either of type UpdateFeatureRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::UpdateFeatureRequest, ::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 update_feature(feature: nil, update_mask: nil) -> ::Gapic::Operation
Pass arguments to update_feature 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 (::Google::Cloud::AIPlatform::V1::Feature, ::Hash) — Required. The Feature's name field is used to identify the Feature to be updated. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature} projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}
  • update_mask (::Google::Protobuf::FieldMask, ::Hash) —

    Field mask is used to specify the fields to be overwritten in the Features 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:

    • description
    • labels
    • disable_monitoring (Not supported for FeatureRegistryService Feature)
    • point_of_contact (Not supported for FeaturestoreService FeatureStore)
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.
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::FeatureRegistryService::Client.new

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

# Call the update_feature method.
result = client.update_feature 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

#update_feature_group

def update_feature_group(request, options = nil) -> ::Gapic::Operation
def update_feature_group(feature_group: nil, update_mask: nil) -> ::Gapic::Operation

Updates the parameters of a single FeatureGroup.

Overloads 
def update_feature_group(request, options = nil) -> ::Gapic::Operation
Pass arguments to update_feature_group via a request object, either of type UpdateFeatureGroupRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::UpdateFeatureGroupRequest, ::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 update_feature_group(feature_group: nil, update_mask: nil) -> ::Gapic::Operation
Pass arguments to update_feature_group 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_group (::Google::Cloud::AIPlatform::V1::FeatureGroup, ::Hash) — Required. The FeatureGroup's name field is used to identify the FeatureGroup to be updated. Format: projects/{project}/locations/{location}/featureGroups/{feature_group}
  • update_mask (::Google::Protobuf::FieldMask, ::Hash) —

    Field mask is used to specify the fields to be overwritten in the FeatureGroup 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
    • big_query
    • big_query.entity_id_columns
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.
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::FeatureRegistryService::Client.new

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

# Call the update_feature_group method.
result = client.update_feature_group 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