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.



6145
6146
6147
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6145

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

Instance Attribute Details

#create_time ⇒ String

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

Returns:

  • (String) 


6053
6054
6055
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6053

def create_time
  @create_time
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:



6060
6061
6062
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6060

def deployed_models
  @deployed_models
end

#description ⇒ String

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

Returns:

  • (String) 


6065
6066
6067
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6065

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) 


6071
6072
6073
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6071

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) 


6077
6078
6079
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6077

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:



6084
6085
6086
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6084

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) 


6090
6091
6092
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6090

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>) 


6099
6100
6101
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6099

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) 


6107
6108
6109
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6107

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) 


6112
6113
6114
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6112

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) 


6124
6125
6126
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6124

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:



6129
6130
6131
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6129

def predict_request_response_logging_config
  @predict_request_response_logging_config
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>) 


6138
6139
6140
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6138

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) 


6143
6144
6145
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6143

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



6150
6151
6152
6153
6154
6155
6156
6157
6158
6159
6160
6161
6162
6163
6164
6165
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6150

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @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)
  @traffic_split = args[:traffic_split] if args.key?(:traffic_split)
  @update_time = args[:update_time] if args.key?(:update_time)
end