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; } }