Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Endpoint

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/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) ⇒ GoogleCloudAiplatformV1Endpoint

Returns a new instance of GoogleCloudAiplatformV1Endpoint.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5959

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

Instance Attribute Details

#client_connection_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ClientConnectionConfig

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5827

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5832

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. Format: https://endpoint_id.region- project_number.prediction.vertexai.goog. Corresponds to the JSON property dedicatedEndpointDns

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5839

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5849

def dedicated_endpoint_enabled
  @dedicated_endpoint_enabled
end

#deployed_models ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1DeployedModel>

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:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5857

def deployed_models
  @deployed_models
end

#description ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5862

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5868

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5874

def enable_private_service_connect
  @enable_private_service_connect
end

#encryption_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EncryptionSpec

Represents a customer-managed encryption key spec that can be applied to a top- level resource. Corresponds to the JSON property encryptionSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5881

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5887

def etag
  @etag
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>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5896

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5904

def model_deployment_monitoring_job
  @model_deployment_monitoring_job
end

#name ⇒ String

Output only. The resource name of the Endpoint. Corresponds to the JSON property name

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5909

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5921

def network
  @network
end

#predict_request_response_logging_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PredictRequestResponseLoggingConfig

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5926

def predict_request_response_logging_config
  @predict_request_response_logging_config
end

#private_service_connect_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PrivateServiceConnectConfig

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5931

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5936

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5942

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>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5952

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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5957

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5964

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)
  @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