Interface IModelClientOptions

Configures the timeout and maximum number of retries for processing a transform job invocation.

Namespace: Amazon.CDK.AWS.StepFunctions.Tasks

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public interface IModelClientOptions

Syntax (vb)

Public Interface IModelClientOptions

Remarks

ExampleMetadata: infused

Examples

new SageMakerCreateTransformJob(this, "Batch Inference", new SageMakerCreateTransformJobProps {
                TransformJobName = "MyTransformJob",
                ModelName = "MyModelName",
                ModelClientOptions = new ModelClientOptions {
                    InvocationsMaxRetries = 3,  // default is 0
                    InvocationsTimeout = Duration.Minutes(5)
                },
                TransformInput = new TransformInput {
                    TransformDataSource = new TransformDataSource {
                        S3DataSource = new TransformS3DataSource {
                            S3Uri = "s3://inputbucket/train",
                            S3DataType = S3DataType.S3_PREFIX
                        }
                    }
                },
                TransformOutput = new TransformOutput {
                    S3OutputPath = "s3://outputbucket/TransformJobOutputPath"
                },
                TransformResources = new TransformResources {
                    InstanceCount = 1,
                    InstanceType = InstanceType.Of(InstanceClass.M4, InstanceSize.XLARGE)
                }
            });

Synopsis

Properties

InvocationsMaxRetries	The maximum number of retries when invocation requests are failing.
InvocationsTimeout	The timeout duration for an invocation request.

Properties

InvocationsMaxRetries

The maximum number of retries when invocation requests are failing.

double? InvocationsMaxRetries { get; }

Property Value

double?

Remarks

Default: 0

InvocationsTimeout

The timeout duration for an invocation request.

Duration? InvocationsTimeout { get; }

Property Value

Duration

Remarks

Default: Duration.minutes(1)