private Amazon.SageMaker.Model.CreateTrainingJobResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateTrainingJobRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateTrainingJob");
try
{
#if DESKTOP
return(client.CreateTrainingJob(request));
#elif CORECLR
return(client.CreateTrainingJobAsync(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;
}
}
public object Execute(ExecutorContext context)
{
var cmdletContext = context as CmdletContext;
// create request
var request = new Amazon.SageMaker.Model.CreateTrainingJobRequest();
if (cmdletContext.AlgorithmSpecification != null)
{
request.AlgorithmSpecification = cmdletContext.AlgorithmSpecification;
}
// populate CheckpointConfig
var requestCheckpointConfigIsNull = true;
request.CheckpointConfig = new Amazon.SageMaker.Model.CheckpointConfig();
System.String requestCheckpointConfig_checkpointConfig_LocalPath = null;
if (cmdletContext.CheckpointConfig_LocalPath != null)
{
requestCheckpointConfig_checkpointConfig_LocalPath = cmdletContext.CheckpointConfig_LocalPath;
}
if (requestCheckpointConfig_checkpointConfig_LocalPath != null)
{
request.CheckpointConfig.LocalPath = requestCheckpointConfig_checkpointConfig_LocalPath;
requestCheckpointConfigIsNull = false;
}
System.String requestCheckpointConfig_checkpointConfig_S3Uri = null;
if (cmdletContext.CheckpointConfig_S3Uri != null)
{
requestCheckpointConfig_checkpointConfig_S3Uri = cmdletContext.CheckpointConfig_S3Uri;
}
if (requestCheckpointConfig_checkpointConfig_S3Uri != null)
{
request.CheckpointConfig.S3Uri = requestCheckpointConfig_checkpointConfig_S3Uri;
requestCheckpointConfigIsNull = false;
}
// determine if request.CheckpointConfig should be set to null
if (requestCheckpointConfigIsNull)
{
request.CheckpointConfig = null;
}
if (cmdletContext.EnableInterContainerTrafficEncryption != null)
{
request.EnableInterContainerTrafficEncryption = cmdletContext.EnableInterContainerTrafficEncryption.Value;
}
if (cmdletContext.EnableManagedSpotTraining != null)
{
request.EnableManagedSpotTraining = cmdletContext.EnableManagedSpotTraining.Value;
}
if (cmdletContext.EnableNetworkIsolation != null)
{
request.EnableNetworkIsolation = cmdletContext.EnableNetworkIsolation.Value;
}
if (cmdletContext.HyperParameter != null)
{
request.HyperParameters = cmdletContext.HyperParameter;
}
if (cmdletContext.InputDataConfig != null)
{
request.InputDataConfig = cmdletContext.InputDataConfig;
}
if (cmdletContext.OutputDataConfig != null)
{
request.OutputDataConfig = cmdletContext.OutputDataConfig;
}
if (cmdletContext.ResourceConfig != null)
{
request.ResourceConfig = cmdletContext.ResourceConfig;
}
if (cmdletContext.RoleArn != null)
{
request.RoleArn = cmdletContext.RoleArn;
}
// populate StoppingCondition
var requestStoppingConditionIsNull = true;
request.StoppingCondition = new Amazon.SageMaker.Model.StoppingCondition();
System.Int32?requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond = null;
if (cmdletContext.StoppingCondition_MaxRuntimeInSecond != null)
{
requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond = cmdletContext.StoppingCondition_MaxRuntimeInSecond.Value;
}
if (requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond != null)
{
request.StoppingCondition.MaxRuntimeInSeconds = requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond.Value;
requestStoppingConditionIsNull = false;
}
System.Int32?requestStoppingCondition_stoppingCondition_MaxWaitTimeInSecond = null;
if (cmdletContext.StoppingCondition_MaxWaitTimeInSecond != null)
{
requestStoppingCondition_stoppingCondition_MaxWaitTimeInSecond = cmdletContext.StoppingCondition_MaxWaitTimeInSecond.Value;
}
if (requestStoppingCondition_stoppingCondition_MaxWaitTimeInSecond != null)
{
request.StoppingCondition.MaxWaitTimeInSeconds = requestStoppingCondition_stoppingCondition_MaxWaitTimeInSecond.Value;
requestStoppingConditionIsNull = false;
}
// determine if request.StoppingCondition should be set to null
if (requestStoppingConditionIsNull)
{
request.StoppingCondition = null;
}
if (cmdletContext.Tag != null)
{
request.Tags = cmdletContext.Tag;
}
if (cmdletContext.TrainingJobName != null)
{
request.TrainingJobName = cmdletContext.TrainingJobName;
}
// populate VpcConfig
var requestVpcConfigIsNull = true;
request.VpcConfig = new Amazon.SageMaker.Model.VpcConfig();
List <System.String> requestVpcConfig_vpcConfig_SecurityGroupId = null;
if (cmdletContext.VpcConfig_SecurityGroupId != null)
{
requestVpcConfig_vpcConfig_SecurityGroupId = cmdletContext.VpcConfig_SecurityGroupId;
}
if (requestVpcConfig_vpcConfig_SecurityGroupId != null)
{
request.VpcConfig.SecurityGroupIds = requestVpcConfig_vpcConfig_SecurityGroupId;
requestVpcConfigIsNull = false;
}
List <System.String> requestVpcConfig_vpcConfig_Subnet = null;
if (cmdletContext.VpcConfig_Subnet != null)
{
requestVpcConfig_vpcConfig_Subnet = cmdletContext.VpcConfig_Subnet;
}
if (requestVpcConfig_vpcConfig_Subnet != null)
{
request.VpcConfig.Subnets = requestVpcConfig_vpcConfig_Subnet;
requestVpcConfigIsNull = false;
}
// determine if request.VpcConfig should be set to null
if (requestVpcConfigIsNull)
{
request.VpcConfig = null;
}
CmdletOutput output;
// issue call
var client = Client ?? CreateClient(_CurrentCredentials, _RegionEndpoint);
try
{
var response = CallAWSServiceOperation(client, request);
object pipelineOutput = null;
pipelineOutput = cmdletContext.Select(response, this);
output = new CmdletOutput
{
PipelineOutput = pipelineOutput,
ServiceResponse = response
};
}
catch (Exception e)
{
output = new CmdletOutput {
ErrorResponse = e
};
}
return(output);
}