public override async Task <Context> Execute(Context context)
{
var result = await sageMaker.CreateModelAsync(new CreateModelRequest
{
ExecutionRoleArn = context.TrainingRoleArn,
ModelName = context.TrainingJobName,
PrimaryContainer = new ContainerDefinition
{
Image = context.TrainingImage,
ModelDataUrl =
$"https://s3-{context.Region}.amazonaws.com/{context.TrainingBucketName}/SageMaker/model/{context.TrainingJobName}/output/model.tar.gz"
}
});
context.ModelArn = result.ModelArn;
return(context);
}
private Amazon.SageMaker.Model.CreateModelResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateModelRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateModel");
try
{
#if DESKTOP
return(client.CreateModel(request));
#elif CORECLR
return(client.CreateModelAsync(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;
}
}