Cloud AI Platform v1 API - Class Endpoint (3.13.0) 

public sealed class Endpoint : IMessage<Endpoint>, IEquatable<Endpoint>, IDeepCloneable<Endpoint>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class Endpoint.

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

Inheritance

object > Endpoint

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

Endpoint()

public Endpoint()

Endpoint(Endpoint)

public Endpoint(Endpoint other)
Parameter
Name Description
other Endpoint

Properties

ClientConnectionConfig

public ClientConnectionConfig ClientConnectionConfig { get; set; }

Configurations that are applied to the endpoint for online prediction.

Property Value
Type Description
ClientConnectionConfig

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this Endpoint was created.

Property Value
Type Description
Timestamp

DedicatedEndpointDns

public string DedicatedEndpointDns { get; set; }

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.

Property Value
Type Description
string

DedicatedEndpointEnabled

public bool DedicatedEndpointEnabled { get; set; }

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.

Property Value
Type Description
bool

DeployedModels

public RepeatedField<DeployedModel> DeployedModels { get; }

Output only. The models deployed in this Endpoint. To add or remove DeployedModels use [EndpointService.DeployModel][google.cloud.aiplatform.v1.EndpointService.DeployModel] and [EndpointService.UndeployModel][google.cloud.aiplatform.v1.EndpointService.UndeployModel] respectively.

Property Value
Type Description
RepeatedFieldDeployedModel

Description

public string Description { get; set; }

The description of the Endpoint.

Property Value
Type Description
string

DisplayName

public string DisplayName { get; set; }

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

Property Value
Type Description
string

EnablePrivateServiceConnect

[Obsolete]
public bool EnablePrivateServiceConnect { get; set; }

Deprecated: If true, expose the Endpoint via private service connect.

Only one of the fields, [network][google.cloud.aiplatform.v1.Endpoint.network] or [enable_private_service_connect][google.cloud.aiplatform.v1.Endpoint.enable_private_service_connect], can be set.

Property Value
Type Description
bool

EncryptionSpec

public EncryptionSpec EncryptionSpec { get; set; }

Customer-managed encryption key spec for an Endpoint. If set, this Endpoint and all sub-resources of this Endpoint will be secured by this key.

Property Value
Type Description
EncryptionSpec

EndpointName

public EndpointName EndpointName { get; set; }

EndpointName-typed view over the Name resource name property.

Property Value
Type Description
EndpointName

Etag

public string Etag { get; set; }

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

Property Value
Type Description
string

Labels

public MapField<string, string> Labels { get; }

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.

Property Value
Type Description
MapFieldstringstring

ModelDeploymentMonitoringJob

public string ModelDeploymentMonitoringJob { get; set; }

Output only. Resource name of the Model Monitoring job associated with this Endpoint if monitoring is enabled by [JobService.CreateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.CreateModelDeploymentMonitoringJob]. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}

Property Value
Type Description
string

ModelDeploymentMonitoringJobAsModelDeploymentMonitoringJobName

public ModelDeploymentMonitoringJobName ModelDeploymentMonitoringJobAsModelDeploymentMonitoringJobName { get; set; }

ModelDeploymentMonitoringJobName-typed view over the ModelDeploymentMonitoringJob resource name property.

Property Value
Type Description
ModelDeploymentMonitoringJobName

Name

public string Name { get; set; }

Output only. The resource name of the Endpoint.

Property Value
Type Description
string

Network

public string Network { get; set; }

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][google.cloud.aiplatform.v1.Endpoint.network] or [enable_private_service_connect][google.cloud.aiplatform.v1.Endpoint.enable_private_service_connect], can be set.

Format: projects/{project}/global/networks/{network}. Where {project} is a project number, as in 12345, and {network} is network name.

Property Value
Type Description
string

NetworkAsNetworkName

public NetworkName NetworkAsNetworkName { get; set; }

NetworkName-typed view over the Network resource name property.

Property Value
Type Description
NetworkName

PredictRequestResponseLoggingConfig

public PredictRequestResponseLoggingConfig PredictRequestResponseLoggingConfig { get; set; }

Configures the request-response logging for online prediction.

Property Value
Type Description
PredictRequestResponseLoggingConfig

PrivateServiceConnectConfig

public PrivateServiceConnectConfig PrivateServiceConnectConfig { get; set; }

Optional. Configuration for private service connect.

[network][google.cloud.aiplatform.v1.Endpoint.network] and [private_service_connect_config][google.cloud.aiplatform.v1.Endpoint.private_service_connect_config] are mutually exclusive.

Property Value
Type Description
PrivateServiceConnectConfig

SatisfiesPzi

public bool SatisfiesPzi { get; set; }

Output only. Reserved for future use.

Property Value
Type Description
bool

SatisfiesPzs

public bool SatisfiesPzs { get; set; }

Output only. Reserved for future use.

Property Value
Type Description
bool

TrafficSplit

public MapField<string, int> TrafficSplit { get; }

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.

Property Value
Type Description
MapFieldstringint

UpdateTime

public Timestamp UpdateTime { get; set; }

Output only. Timestamp when this Endpoint was last updated.

Property Value
Type Description
Timestamp