Class ModelDeploymentClient

Service client instance for ModelDeployment.

Inheritance

object

ClientBase

RegionalClientBase

ModelDeploymentClient

Implements

IDisposable

Inherited Members

RegionalClientBase.logger

RegionalClientBase.SetRegion(Region)

RegionalClientBase.SetRegion(string)

RegionalClientBase.UseRealmSpecificEndpointTemplate(bool)

RegionalClientBase.PopulateServiceParametersInEndpointTemplate(RestClient, Dictionary<string, object>)

RegionalClientBase.parseEndpointForParameters(string)

ClientBase.restClient

ClientBase.service

ClientBase.userAgent

ClientBase.Dispose()

ClientBase.Dispose(bool)

ClientBase.SetEndpoint(string)

ClientBase.GetEndpoint()

ClientBase.GetUserAgent()

ClientBase.SetRealmSpecificEndpointTemplate(string)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Oci.ModeldeploymentService

Assembly: OCI.DotNetSDK.Modeldeployment.dll

Syntax

public class ModelDeploymentClient : RegionalClientBase, IDisposable

Constructors

ModelDeploymentClient(IBasicAuthenticationDetailsProvider, ClientConfiguration, string)

Creates a new service instance using the given authentication provider and/or client configuration and/or endpoint. A client configuration can also be provided optionally to adjust REST client behaviors.

Declaration

public ModelDeploymentClient(IBasicAuthenticationDetailsProvider authenticationDetailsProvider, ClientConfiguration clientConfiguration = null, string endpoint = null)

Parameters

Type	Name	Description
IBasicAuthenticationDetailsProvider	authenticationDetailsProvider	The authentication details provider. Required.
ClientConfiguration	clientConfiguration	The client configuration that contains settings to adjust REST client behaviors. Optional.
string	endpoint	The endpoint of the service. If not provided and the client is a regional client, the endpoint will be constructed based on region information. Optional.

Methods

Predict(PredictRequest, RetryConfiguration, CancellationToken, HttpCompletionOption)

Invoking a model deployment calls the predict endpoint of the model deployment URI. This endpoint takes sample data as input and is processed using the predict() function in score.py model artifact file

Declaration

public Task<PredictResponse> Predict(PredictRequest request, RetryConfiguration retryConfiguration = null, CancellationToken cancellationToken = default, HttpCompletionOption completionOption = HttpCompletionOption.ResponseContentRead)

Parameters

Type	Name	Description
PredictRequest	request	The request object containing the details to send. Required.
RetryConfiguration	retryConfiguration	The retry configuration that will be used by to send this request. Optional.
CancellationToken	cancellationToken	The cancellation token to cancel this operation. Optional.
HttpCompletionOption	completionOption	The completion option for this operation. Optional.

Returns

Type	Description
Task<PredictResponse>	A response object containing details about the completed operation

Examples

Click here to see an example of how to use Predict API.

PredictWithResponseStream(PredictWithResponseStreamRequest, RetryConfiguration, CancellationToken, HttpCompletionOption)

Invoking a model deployment calls the predictWithResponseStream endpoint of the model deployment URI to get the streaming result. This endpoint takes sample data as input and is processed using the predict() function in score.py model artifact file

Declaration

public Task<PredictWithResponseStreamResponse> PredictWithResponseStream(PredictWithResponseStreamRequest request, RetryConfiguration retryConfiguration = null, CancellationToken cancellationToken = default, HttpCompletionOption completionOption = HttpCompletionOption.ResponseContentRead)

Parameters

Type	Name	Description
PredictWithResponseStreamRequest	request	The request object containing the details to send. Required.
RetryConfiguration	retryConfiguration	The retry configuration that will be used by to send this request. Optional.
CancellationToken	cancellationToken	The cancellation token to cancel this operation. Optional.
HttpCompletionOption	completionOption	The completion option for this operation. Optional.

Returns

Type	Description
Task<PredictWithResponseStreamResponse>	A response object containing details about the completed operation

Examples

Click here to see an example of how to use PredictWithResponseStream API.

Implements

IDisposable