Class: Google::Cloud::AIPlatform::V1::EndpointService::Rest::Client

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

Overview

REST client for the EndpointService service.

A service for managing Vertex AI's Endpoints.

Defined Under Namespace

Classes: Configuration

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Methods included from Paths

#deployment_resource_pool_path, #endpoint_path, #location_path, #model_deployment_monitoring_job_path, #model_path, #network_path, #reservation_path

Constructor Details

#initialize {|config| ... } ⇒ Client

Create a new EndpointService REST client object.

Examples:


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

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

Yields:

  • (config) —

    Configure the EndpointService client.

Yield Parameters:



128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 128

def initialize
  # 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 = ::Google::Cloud::AIPlatform::V1::EndpointService::Rest::Operations.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @config.endpoint
    config.universe_domain = @config.universe_domain
  end

  @endpoint_service_stub = ::Google::Cloud::AIPlatform::V1::EndpointService::Rest::ServiceStub.new(
    endpoint: @config.endpoint,
    endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
    universe_domain: @config.universe_domain,
    credentials: credentials,
    logger: @config.logger
  )

  @endpoint_service_stub.logger(stub: true)&.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::Rest::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @endpoint_service_stub.endpoint
    config.universe_domain = @endpoint_service_stub.universe_domain
    config.bindings_override = @config.bindings_override
    config.logger = @endpoint_service_stub.logger if config.respond_to? :logger=
  end

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

Instance Attribute Details

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

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

Returns:

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


214
215
216
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 214

def iam_policy_client
  @iam_policy_client
end

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

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

Returns:

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


207
208
209
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 207

def location_client
  @location_client
end

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

Get the associated client for long-running operations.

Returns:



200
201
202
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 200

def operations_client
  @operations_client
end

Class Method Details

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

Configure the EndpointService Client class.

See Configuration for a description of the configuration fields.

Examples:


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

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 66

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 EndpointService 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:



98
99
100
101
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 98

def configure
  yield @config if block_given?
  @config
end

#create_endpoint(request, options = nil) ⇒ ::Gapic::Operation #create_endpoint(parent: nil, endpoint: nil, endpoint_id: nil) ⇒ ::Gapic::Operation

Creates an Endpoint.

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::EndpointService::Rest::Client.new

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

# Call the create_endpoint method.
result = client.create_endpoint 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_endpoint(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateEndpointRequest, ::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_endpoint(parent: nil, endpoint: nil, endpoint_id: nil) ⇒ ::Gapic::Operation

    Pass arguments to create_endpoint 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 the Endpoint in. Format: projects/{project}/locations/{location}

    • endpoint (::Google::Cloud::AIPlatform::V1::Endpoint, ::Hash) (defaults to: nil) —

      Required. The Endpoint to create.

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

      Immutable. The ID to use for endpoint, which will become the final component of the endpoint resource name. If not provided, Vertex AI will generate a value for this ID.

      If the first character is a letter, this value may be up to 63 characters, and valid characters are [a-z0-9-]. The last character must be a letter or number.

      If the first character is a number, this value may be up to 9 characters, and valid characters are [0-9] with no leading zeros.

      When using HTTP/JSON, this field is populated based on a query string argument, such as ?endpoint_id=12345. This is the fallback for fields that are not included in either the URI or the body.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 295

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

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

  # 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
  call_metadata = @config.rpcs.create_endpoint.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.create_endpoint.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.create_endpoint.retry_policy

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

  @endpoint_service_stub.create_endpoint request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

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

Deletes an Endpoint.

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::EndpointService::Rest::Client.new

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

# Call the delete_endpoint method.
result = client.delete_endpoint 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_endpoint(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteEndpointRequest, ::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_endpoint(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_endpoint 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 Endpoint resource to be deleted. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 760

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

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

  # 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
  call_metadata = @config.rpcs.delete_endpoint.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.delete_endpoint.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.delete_endpoint.retry_policy

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

  @endpoint_service_stub.delete_endpoint request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#deploy_model(request, options = nil) ⇒ ::Gapic::Operation #deploy_model(endpoint: nil, deployed_model: nil, traffic_split: nil) ⇒ ::Gapic::Operation

Deploys a Model into this Endpoint, creating a DeployedModel within it.

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::EndpointService::Rest::Client.new

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

# Call the deploy_model method.
result = client.deploy_model 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:

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

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeployModelRequest, ::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.

  • #deploy_model(endpoint: nil, deployed_model: nil, traffic_split: nil) ⇒ ::Gapic::Operation

    Pass arguments to deploy_model 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:

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

      Required. The name of the Endpoint resource into which to deploy a Model. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

    • deployed_model (::Google::Cloud::AIPlatform::V1::DeployedModel, ::Hash) (defaults to: nil) —

      Required. The DeployedModel to be created within the Endpoint. Note that Endpoint.traffic_split must be updated for the DeployedModel to start receiving traffic, either as part of this call, or via EndpointService.UpdateEndpoint.

    • traffic_split (::Hash{::String => ::Integer}) (defaults to: nil) —

      A map from a DeployedModel's ID to the percentage of this Endpoint's traffic that should be forwarded to that DeployedModel.

      If this field is non-empty, then the Endpoint's traffic_split will be overwritten with it. To refer to the ID of the just being deployed Model, a "0" should be used, and the actual ID of the new DeployedModel will be filled in its place by this method. The traffic percentage values must add up to 100.

      If this field is empty, then the Endpoint's traffic_split is not updated.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 869

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

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

  # 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
  call_metadata = @config.rpcs.deploy_model.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.deploy_model.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.deploy_model.retry_policy

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

  @endpoint_service_stub.deploy_model request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_endpoint(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint #get_endpoint(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint

Gets an Endpoint.

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::EndpointService::Rest::Client.new

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

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

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

Overloads:

  • #get_endpoint(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetEndpointRequest, ::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_endpoint(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint

    Pass arguments to get_endpoint 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 Endpoint resource. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 377

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

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

  # 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
  call_metadata = @config.rpcs.get_endpoint.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.get_endpoint.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.get_endpoint.retry_policy

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

  @endpoint_service_stub.get_endpoint request, options do |result, operation|
    yield result, operation if block_given?
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_endpoints(request, options = nil) ⇒ ::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint> #list_endpoints(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) ⇒ ::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint>

Lists Endpoints in a 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::EndpointService::Rest::Client.new

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

# Call the list_endpoints method.
result = client.list_endpoints 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::Endpoint.
  p item
end

Overloads:

  • #list_endpoints(request, options = nil) ⇒ ::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint>

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListEndpointsRequest, ::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_endpoints(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) ⇒ ::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint>

    Pass arguments to list_endpoints 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 from which to list the Endpoints. Format: projects/{project}/locations/{location}

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

      Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported.

      • endpoint supports = and !=. endpoint represents the Endpoint ID, i.e. the last segment of the Endpoint's resource name.
      • display_name supports = and !=.
      • labels supports general map functions that is:
        • labels.key=value - key:value equality
        • labels.key:* or labels:key - key existence
        • A key including a space must be quoted. labels."a key".
      • base_model_name only supports =.

      Some examples:

      • endpoint=1
      • displayName="myDisplayName"
      • labels.myKey="myValue"
      • baseModelName="text-bison"
    • page_size (::Integer) (defaults to: nil) —

      Optional. The standard list page size.

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

      Optional. The standard list page token. Typically obtained via ListEndpointsResponse.next_page_token of the previous EndpointService.ListEndpoints call.

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

      Optional. Mask specifying which fields to read.

    • 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:

      • display_name
      • create_time
      • update_time

      Example: display_name, create_time desc.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 501

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

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

  # 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
  call_metadata = @config.rpcs.list_endpoints.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.list_endpoints.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.list_endpoints.retry_policy

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

  @endpoint_service_stub.list_endpoints request, options do |result, operation|
    result = ::Gapic::Rest::PagedEnumerable.new @endpoint_service_stub, :list_endpoints, "endpoints", request, result, options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#logger ⇒ Logger

The logger used for request/response debug logging.

Returns:

  • (Logger) 


221
222
223
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 221

def logger
  @endpoint_service_stub.logger
end

#mutate_deployed_model(request, options = nil) ⇒ ::Gapic::Operation #mutate_deployed_model(endpoint: nil, deployed_model: nil, update_mask: nil) ⇒ ::Gapic::Operation

Updates an existing deployed model. Updatable fields include min_replica_count, max_replica_count, required_replica_count, autoscaling_metric_specs, disable_container_logging (v1 only), and enable_container_logging (v1beta1 only).

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::EndpointService::Rest::Client.new

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

# Call the mutate_deployed_model method.
result = client.mutate_deployed_model 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:

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

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::MutateDeployedModelRequest, ::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.

  • #mutate_deployed_model(endpoint: nil, deployed_model: nil, update_mask: nil) ⇒ ::Gapic::Operation

    Pass arguments to mutate_deployed_model 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:

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 1079

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

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

  # 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
  call_metadata = @config.rpcs.mutate_deployed_model.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.mutate_deployed_model.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.mutate_deployed_model.retry_policy

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

  @endpoint_service_stub.mutate_deployed_model request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#undeploy_model(request, options = nil) ⇒ ::Gapic::Operation #undeploy_model(endpoint: nil, deployed_model_id: nil, traffic_split: nil) ⇒ ::Gapic::Operation

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

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::EndpointService::Rest::Client.new

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

# Call the undeploy_model method.
result = client.undeploy_model 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:

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

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UndeployModelRequest, ::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.

  • #undeploy_model(endpoint: nil, deployed_model_id: nil, traffic_split: nil) ⇒ ::Gapic::Operation

    Pass arguments to undeploy_model 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:

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

      Required. The name of the Endpoint resource from which to undeploy a Model. Format: projects/{project}/locations/{location}/endpoints/{endpoint}

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

      Required. The ID of the DeployedModel to be undeployed from the Endpoint.

    • traffic_split (::Hash{::String => ::Integer}) (defaults to: nil) —

      If this field is provided, then the Endpoint's traffic_split will be overwritten with it. If last DeployedModel is being undeployed from the Endpoint, the [Endpoint.traffic_split] will always end up empty when this call returns. A DeployedModel will be successfully undeployed only if it doesn't have any traffic assigned to it when this method executes, or if this field unassigns any traffic to it.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 969

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

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

  # 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
  call_metadata = @config.rpcs.undeploy_model.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.undeploy_model.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.undeploy_model.retry_policy

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

  @endpoint_service_stub.undeploy_model request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#universe_domain ⇒ String

The effective universe domain

Returns:

  • (String) 


108
109
110
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 108

def universe_domain
  @endpoint_service_stub.universe_domain
end

#update_endpoint(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint #update_endpoint(endpoint: nil, update_mask: nil) ⇒ ::Google::Cloud::AIPlatform::V1::Endpoint

Updates an Endpoint.

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::EndpointService::Rest::Client.new

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

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

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

Overloads:

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 584

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

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

  # 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
  call_metadata = @config.rpcs.update_endpoint.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.update_endpoint.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.update_endpoint.retry_policy

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

  @endpoint_service_stub.update_endpoint request, options do |result, operation|
    yield result, operation if block_given?
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#update_endpoint_long_running(request, options = nil) ⇒ ::Gapic::Operation #update_endpoint_long_running(endpoint: nil) ⇒ ::Gapic::Operation

Updates an Endpoint with a long running operation.

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::EndpointService::Rest::Client.new

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

# Call the update_endpoint_long_running method.
result = client.update_endpoint_long_running 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_endpoint_long_running(request, options = nil) ⇒ ::Gapic::Operation

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

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateEndpointLongRunningRequest, ::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_endpoint_long_running(endpoint: nil) ⇒ ::Gapic::Operation

    Pass arguments to update_endpoint_long_running 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:

    • endpoint (::Google::Cloud::AIPlatform::V1::Endpoint, ::Hash) (defaults to: nil) —

      Required. The Endpoint which replaces the resource on the server. Currently we only support updating the client_connection_config field, all the other fields' update will be blocked.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

  • result (::Gapic::Operation)
  • operation (::Gapic::Rest::TransportOperation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
 
# File 'lib/google/cloud/ai_platform/v1/endpoint_service/rest/client.rb', line 671

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

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

  # 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
  call_metadata = @config.rpcs.update_endpoint_long_running.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_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,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.update_endpoint_long_running.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.update_endpoint_long_running.retry_policy

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

  @endpoint_service_stub.update_endpoint_long_running request, options do |result, operation|
    result = ::Gapic::Operation.new result, @operations_client, options: options
    yield result, operation if block_given?
    throw :response, result
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end