Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Endpoint

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Models are deployed into it, and afterwards Endpoint is called to obtain predictions and explanations.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1Endpoint

Returns a new instance of GoogleCloudAiplatformV1beta1Endpoint.



9896
9897
9898
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9896

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#client_connection_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ClientConnectionConfig

Configurations (e.g. inference timeout) that are applied on your endpoints. Corresponds to the JSON property clientConnectionConfig

Returns:



9752
9753
9754
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9752

def client_connection_config
  @client_connection_config
end

#create_time ⇒ String

Output only. Timestamp when this Endpoint was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


9757
9758
9759
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9757

def create_time
  @create_time
end

#dedicated_endpoint_dns ⇒ String

Output only. DNS of the dedicated endpoint. Will only be populated if dedicated_endpoint_enabled is true. Depending on the features enabled, uid might be a random number or a string. For example, if fast_tryout is enabled, uid will be fasttryout. Format: https://endpoint_id.region-uid. prediction.vertexai.goog. Corresponds to the JSON property dedicatedEndpointDns

Returns:

  • (String) 


9766
9767
9768
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9766

def dedicated_endpoint_dns
  @dedicated_endpoint_dns
end

#dedicated_endpoint_enabled ⇒ Boolean Also known as: dedicated_endpoint_enabled?

If true, the endpoint will be exposed through a dedicated DNS [Endpoint. dedicated_endpoint_dns]. Your request to the dedicated DNS will be isolated from other users' traffic and will have better performance and reliability. Note: Once you enabled dedicated endpoint, you won't be able to send request to the shared DNS region-aiplatform.googleapis.com. The limitation will be removed soon. Corresponds to the JSON property dedicatedEndpointEnabled

Returns:

  • (Boolean) 


9776
9777
9778
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9776

def dedicated_endpoint_enabled
  @dedicated_endpoint_enabled
end

#deployed_models ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1DeployedModel>

Output only. The models deployed in this Endpoint. To add or remove DeployedModels use EndpointService.DeployModel and EndpointService. UndeployModel respectively. Corresponds to the JSON property deployedModels

Returns:



9784
9785
9786
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9784

def deployed_models
  @deployed_models
end

#description ⇒ String

The description of the Endpoint. Corresponds to the JSON property description

Returns:

  • (String) 


9789
9790
9791
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9789

def description
  @description
end

#display_name ⇒ String

Required. The display name of the Endpoint. The name can be up to 128 characters long and can consist of any UTF-8 characters. Corresponds to the JSON property displayName

Returns:

  • (String) 


9795
9796
9797
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9795

def display_name
  @display_name
end

#enable_private_service_connect ⇒ Boolean Also known as: enable_private_service_connect?

Deprecated: If true, expose the Endpoint via private service connect. Only one of the fields, network or enable_private_service_connect, can be set. Corresponds to the JSON property enablePrivateServiceConnect

Returns:

  • (Boolean) 


9801
9802
9803
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9801

def enable_private_service_connect
  @enable_private_service_connect
end

#encryption_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1EncryptionSpec

Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource. Corresponds to the JSON property encryptionSpec

Returns:



9808
9809
9810
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9808

def encryption_spec
  @encryption_spec
end

#etag ⇒ String

Used to perform consistent read-modify-write updates. If not set, a blind " overwrite" update happens. Corresponds to the JSON property etag

Returns:

  • (String) 


9814
9815
9816
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9814

def etag
  @etag
end

#gdc_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1GdcConfig

Google Distributed Cloud (GDC) config. Corresponds to the JSON property gdcConfig

Returns:



9819
9820
9821
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9819

def gdc_config
  @gdc_config
end

#gen_ai_advanced_features_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1GenAiAdvancedFeaturesConfig

Configuration for GenAiAdvancedFeatures. Corresponds to the JSON property genAiAdvancedFeaturesConfig

Returns:



9824
9825
9826
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9824

def gen_ai_advanced_features_config
  @gen_ai_advanced_features_config
end

#labels ⇒ Hash<String,String>

The labels with user-defined metadata to organize your Endpoints. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


9833
9834
9835
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9833

def labels
  @labels
end

#model_deployment_monitoring_job ⇒ String

Output only. Resource name of the Model Monitoring job associated with this Endpoint if monitoring is enabled by JobService. CreateModelDeploymentMonitoringJob. Format: projects/project/locations/ location/modelDeploymentMonitoringJobs/model_deployment_monitoring_job` Corresponds to the JSON propertymodelDeploymentMonitoringJob`

Returns:

  • (String) 


9841
9842
9843
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9841

def model_deployment_monitoring_job
  @model_deployment_monitoring_job
end

#name ⇒ String

Identifier. The resource name of the Endpoint. Corresponds to the JSON property name

Returns:

  • (String) 


9846
9847
9848
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9846

def name
  @name
end

#network ⇒ String

Optional. The full name of the Google Compute Engine network to which the Endpoint should be peered. Private services access must already be configured for the network. If left unspecified, the Endpoint is not peered with any network. Only one of the fields, network or enable_private_service_connect, can be set. Format: projects/project/global/networks/network. Where projectis a project number, as in `12345`, andnetwork`is network name. Corresponds to the JSON propertynetwork`

Returns:

  • (String) 


9858
9859
9860
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9858

def network
  @network
end

#predict_request_response_logging_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1PredictRequestResponseLoggingConfig

Configuration for logging request-response to a BigQuery table. Corresponds to the JSON property predictRequestResponseLoggingConfig

Returns:



9863
9864
9865
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9863

def predict_request_response_logging_config
  @predict_request_response_logging_config
end

#private_service_connect_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1PrivateServiceConnectConfig

Represents configuration for private service connect. Corresponds to the JSON property privateServiceConnectConfig

Returns:



9868
9869
9870
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9868

def private_service_connect_config
  @private_service_connect_config
end

#satisfies_pzi ⇒ Boolean Also known as: satisfies_pzi?

Output only. Reserved for future use. Corresponds to the JSON property satisfiesPzi

Returns:

  • (Boolean) 


9873
9874
9875
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9873

def satisfies_pzi
  @satisfies_pzi
end

#satisfies_pzs ⇒ Boolean Also known as: satisfies_pzs?

Output only. Reserved for future use. Corresponds to the JSON property satisfiesPzs

Returns:

  • (Boolean) 


9879
9880
9881
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9879

def satisfies_pzs
  @satisfies_pzs
end

#traffic_split ⇒ Hash<String,Fixnum>

A map from a DeployedModel's ID to the percentage of this Endpoint's traffic that should be forwarded to that DeployedModel. If a DeployedModel's ID is not listed in this map, then it receives no traffic. The traffic percentage values must add up to 100, or map must be empty if the Endpoint is to not accept any traffic at a moment. Corresponds to the JSON property trafficSplit

Returns:

  • (Hash<String,Fixnum>) 


9889
9890
9891
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9889

def traffic_split
  @traffic_split
end

#update_time ⇒ String

Output only. Timestamp when this Endpoint was last updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


9894
9895
9896
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9894

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9901
9902
9903
9904
9905
9906
9907
9908
9909
9910
9911
9912
9913
9914
9915
9916
9917
9918
9919
9920
9921
9922
9923
9924
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9901

def update!(**args)
  @client_connection_config = args[:client_connection_config] if args.key?(:client_connection_config)
  @create_time = args[:create_time] if args.key?(:create_time)
  @dedicated_endpoint_dns = args[:dedicated_endpoint_dns] if args.key?(:dedicated_endpoint_dns)
  @dedicated_endpoint_enabled = args[:dedicated_endpoint_enabled] if args.key?(:dedicated_endpoint_enabled)
  @deployed_models = args[:deployed_models] if args.key?(:deployed_models)
  @description = args[:description] if args.key?(:description)
  @display_name = args[:display_name] if args.key?(:display_name)
  @enable_private_service_connect = args[:enable_private_service_connect] if args.key?(:enable_private_service_connect)
  @encryption_spec = args[:encryption_spec] if args.key?(:encryption_spec)
  @etag = args[:etag] if args.key?(:etag)
  @gdc_config = args[:gdc_config] if args.key?(:gdc_config)
  @gen_ai_advanced_features_config = args[:gen_ai_advanced_features_config] if args.key?(:gen_ai_advanced_features_config)
  @labels = args[:labels] if args.key?(:labels)
  @model_deployment_monitoring_job = args[:model_deployment_monitoring_job] if args.key?(:model_deployment_monitoring_job)
  @name = args[:name] if args.key?(:name)
  @network = args[:network] if args.key?(:network)
  @predict_request_response_logging_config = args[:predict_request_response_logging_config] if args.key?(:predict_request_response_logging_config)
  @private_service_connect_config = args[:private_service_connect_config] if args.key?(:private_service_connect_config)
  @satisfies_pzi = args[:satisfies_pzi] if args.key?(:satisfies_pzi)
  @satisfies_pzs = args[:satisfies_pzs] if args.key?(:satisfies_pzs)
  @traffic_split = args[:traffic_split] if args.key?(:traffic_split)
  @update_time = args[:update_time] if args.key?(:update_time)
end