public override async Task <Context> Execute(Context context)
{
var result = await sageMaker.CreateEndpointConfigAsync(new CreateEndpointConfigRequest
{
EndpointConfigName = context.TrainingJobName,
ProductionVariants = new List <ProductionVariant>
{
new ProductionVariant
{
InstanceType = ProductionVariantInstanceType.MlM4Xlarge,
InitialVariantWeight = 1,
InitialInstanceCount = 1,
ModelName = context.TrainingJobName,
VariantName = "AllTraffic"
}
}
});
context.EndpointConfigArn = result.EndpointConfigArn;
return(context);
}
private Amazon.SageMaker.Model.CreateEndpointConfigResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateEndpointConfigRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateEndpointConfig");
try
{
#if DESKTOP
return(client.CreateEndpointConfig(request));
#elif CORECLR
return(client.CreateEndpointConfigAsync(request).GetAwaiter().GetResult());
#else
#error "Unknown build edition"
#endif
}
catch (AmazonServiceException exc)
{
var webException = exc.InnerException as System.Net.WebException;
if (webException != null)
{
throw new Exception(Utils.Common.FormatNameResolutionFailureMessage(client.Config, webException.Message), webException);
}
throw;
}
}