private Amazon.SageMaker.Model.CreateProcessingJobResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateProcessingJobRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateProcessingJob");
try
{
#if DESKTOP
return(client.CreateProcessingJob(request));
#elif CORECLR
return(client.CreateProcessingJobAsync(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.CreateProcessingJobRequest();
// populate AppSpecification
var requestAppSpecificationIsNull = true;
request.AppSpecification = new Amazon.SageMaker.Model.AppSpecification();
List <System.String> requestAppSpecification_appSpecification_ContainerArgument = null;
if (cmdletContext.AppSpecification_ContainerArgument != null)
{
requestAppSpecification_appSpecification_ContainerArgument = cmdletContext.AppSpecification_ContainerArgument;
}
if (requestAppSpecification_appSpecification_ContainerArgument != null)
{
request.AppSpecification.ContainerArguments = requestAppSpecification_appSpecification_ContainerArgument;
requestAppSpecificationIsNull = false;
}
List <System.String> requestAppSpecification_appSpecification_ContainerEntrypoint = null;
if (cmdletContext.AppSpecification_ContainerEntrypoint != null)
{
requestAppSpecification_appSpecification_ContainerEntrypoint = cmdletContext.AppSpecification_ContainerEntrypoint;
}
if (requestAppSpecification_appSpecification_ContainerEntrypoint != null)
{
request.AppSpecification.ContainerEntrypoint = requestAppSpecification_appSpecification_ContainerEntrypoint;
requestAppSpecificationIsNull = false;
}
System.String requestAppSpecification_appSpecification_ImageUri = null;
if (cmdletContext.AppSpecification_ImageUri != null)
{
requestAppSpecification_appSpecification_ImageUri = cmdletContext.AppSpecification_ImageUri;
}
if (requestAppSpecification_appSpecification_ImageUri != null)
{
request.AppSpecification.ImageUri = requestAppSpecification_appSpecification_ImageUri;
requestAppSpecificationIsNull = false;
}
// determine if request.AppSpecification should be set to null
if (requestAppSpecificationIsNull)
{
request.AppSpecification = null;
}
if (cmdletContext.Environment != null)
{
request.Environment = cmdletContext.Environment;
}
// populate ExperimentConfig
var requestExperimentConfigIsNull = true;
request.ExperimentConfig = new Amazon.SageMaker.Model.ExperimentConfig();
System.String requestExperimentConfig_experimentConfig_ExperimentName = null;
if (cmdletContext.ExperimentConfig_ExperimentName != null)
{
requestExperimentConfig_experimentConfig_ExperimentName = cmdletContext.ExperimentConfig_ExperimentName;
}
if (requestExperimentConfig_experimentConfig_ExperimentName != null)
{
request.ExperimentConfig.ExperimentName = requestExperimentConfig_experimentConfig_ExperimentName;
requestExperimentConfigIsNull = false;
}
System.String requestExperimentConfig_experimentConfig_TrialComponentDisplayName = null;
if (cmdletContext.ExperimentConfig_TrialComponentDisplayName != null)
{
requestExperimentConfig_experimentConfig_TrialComponentDisplayName = cmdletContext.ExperimentConfig_TrialComponentDisplayName;
}
if (requestExperimentConfig_experimentConfig_TrialComponentDisplayName != null)
{
request.ExperimentConfig.TrialComponentDisplayName = requestExperimentConfig_experimentConfig_TrialComponentDisplayName;
requestExperimentConfigIsNull = false;
}
System.String requestExperimentConfig_experimentConfig_TrialName = null;
if (cmdletContext.ExperimentConfig_TrialName != null)
{
requestExperimentConfig_experimentConfig_TrialName = cmdletContext.ExperimentConfig_TrialName;
}
if (requestExperimentConfig_experimentConfig_TrialName != null)
{
request.ExperimentConfig.TrialName = requestExperimentConfig_experimentConfig_TrialName;
requestExperimentConfigIsNull = false;
}
// determine if request.ExperimentConfig should be set to null
if (requestExperimentConfigIsNull)
{
request.ExperimentConfig = null;
}
// populate NetworkConfig
var requestNetworkConfigIsNull = true;
request.NetworkConfig = new Amazon.SageMaker.Model.NetworkConfig();
System.Boolean?requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption = null;
if (cmdletContext.NetworkConfig_EnableInterContainerTrafficEncryption != null)
{
requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption = cmdletContext.NetworkConfig_EnableInterContainerTrafficEncryption.Value;
}
if (requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption != null)
{
request.NetworkConfig.EnableInterContainerTrafficEncryption = requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption.Value;
requestNetworkConfigIsNull = false;
}
System.Boolean?requestNetworkConfig_networkConfig_EnableNetworkIsolation = null;
if (cmdletContext.NetworkConfig_EnableNetworkIsolation != null)
{
requestNetworkConfig_networkConfig_EnableNetworkIsolation = cmdletContext.NetworkConfig_EnableNetworkIsolation.Value;
}
if (requestNetworkConfig_networkConfig_EnableNetworkIsolation != null)
{
request.NetworkConfig.EnableNetworkIsolation = requestNetworkConfig_networkConfig_EnableNetworkIsolation.Value;
requestNetworkConfigIsNull = false;
}
Amazon.SageMaker.Model.VpcConfig requestNetworkConfig_networkConfig_VpcConfig = null;
// populate VpcConfig
var requestNetworkConfig_networkConfig_VpcConfigIsNull = true;
requestNetworkConfig_networkConfig_VpcConfig = new Amazon.SageMaker.Model.VpcConfig();
List <System.String> requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId = null;
if (cmdletContext.VpcConfig_SecurityGroupId != null)
{
requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId = cmdletContext.VpcConfig_SecurityGroupId;
}
if (requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId != null)
{
requestNetworkConfig_networkConfig_VpcConfig.SecurityGroupIds = requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId;
requestNetworkConfig_networkConfig_VpcConfigIsNull = false;
}
List <System.String> requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet = null;
if (cmdletContext.VpcConfig_Subnet != null)
{
requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet = cmdletContext.VpcConfig_Subnet;
}
if (requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet != null)
{
requestNetworkConfig_networkConfig_VpcConfig.Subnets = requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet;
requestNetworkConfig_networkConfig_VpcConfigIsNull = false;
}
// determine if requestNetworkConfig_networkConfig_VpcConfig should be set to null
if (requestNetworkConfig_networkConfig_VpcConfigIsNull)
{
requestNetworkConfig_networkConfig_VpcConfig = null;
}
if (requestNetworkConfig_networkConfig_VpcConfig != null)
{
request.NetworkConfig.VpcConfig = requestNetworkConfig_networkConfig_VpcConfig;
requestNetworkConfigIsNull = false;
}
// determine if request.NetworkConfig should be set to null
if (requestNetworkConfigIsNull)
{
request.NetworkConfig = null;
}
if (cmdletContext.ProcessingInput != null)
{
request.ProcessingInputs = cmdletContext.ProcessingInput;
}
if (cmdletContext.ProcessingJobName != null)
{
request.ProcessingJobName = cmdletContext.ProcessingJobName;
}
// populate ProcessingOutputConfig
var requestProcessingOutputConfigIsNull = true;
request.ProcessingOutputConfig = new Amazon.SageMaker.Model.ProcessingOutputConfig();
System.String requestProcessingOutputConfig_processingOutputConfig_KmsKeyId = null;
if (cmdletContext.ProcessingOutputConfig_KmsKeyId != null)
{
requestProcessingOutputConfig_processingOutputConfig_KmsKeyId = cmdletContext.ProcessingOutputConfig_KmsKeyId;
}
if (requestProcessingOutputConfig_processingOutputConfig_KmsKeyId != null)
{
request.ProcessingOutputConfig.KmsKeyId = requestProcessingOutputConfig_processingOutputConfig_KmsKeyId;
requestProcessingOutputConfigIsNull = false;
}
List <Amazon.SageMaker.Model.ProcessingOutput> requestProcessingOutputConfig_processingOutputConfig_Output = null;
if (cmdletContext.ProcessingOutputConfig_Output != null)
{
requestProcessingOutputConfig_processingOutputConfig_Output = cmdletContext.ProcessingOutputConfig_Output;
}
if (requestProcessingOutputConfig_processingOutputConfig_Output != null)
{
request.ProcessingOutputConfig.Outputs = requestProcessingOutputConfig_processingOutputConfig_Output;
requestProcessingOutputConfigIsNull = false;
}
// determine if request.ProcessingOutputConfig should be set to null
if (requestProcessingOutputConfigIsNull)
{
request.ProcessingOutputConfig = null;
}
// populate ProcessingResources
var requestProcessingResourcesIsNull = true;
request.ProcessingResources = new Amazon.SageMaker.Model.ProcessingResources();
Amazon.SageMaker.Model.ProcessingClusterConfig requestProcessingResources_processingResources_ClusterConfig = null;
// populate ClusterConfig
var requestProcessingResources_processingResources_ClusterConfigIsNull = true;
requestProcessingResources_processingResources_ClusterConfig = new Amazon.SageMaker.Model.ProcessingClusterConfig();
System.Int32?requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceCount = null;
if (cmdletContext.ClusterConfig_InstanceCount != null)
{
requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceCount = cmdletContext.ClusterConfig_InstanceCount.Value;
}
if (requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceCount != null)
{
requestProcessingResources_processingResources_ClusterConfig.InstanceCount = requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceCount.Value;
requestProcessingResources_processingResources_ClusterConfigIsNull = false;
}
Amazon.SageMaker.ProcessingInstanceType requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceType = null;
if (cmdletContext.ClusterConfig_InstanceType != null)
{
requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceType = cmdletContext.ClusterConfig_InstanceType;
}
if (requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceType != null)
{
requestProcessingResources_processingResources_ClusterConfig.InstanceType = requestProcessingResources_processingResources_ClusterConfig_clusterConfig_InstanceType;
requestProcessingResources_processingResources_ClusterConfigIsNull = false;
}
System.String requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeKmsKeyId = null;
if (cmdletContext.ClusterConfig_VolumeKmsKeyId != null)
{
requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeKmsKeyId = cmdletContext.ClusterConfig_VolumeKmsKeyId;
}
if (requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeKmsKeyId != null)
{
requestProcessingResources_processingResources_ClusterConfig.VolumeKmsKeyId = requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeKmsKeyId;
requestProcessingResources_processingResources_ClusterConfigIsNull = false;
}
System.Int32?requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeSizeInGB = null;
if (cmdletContext.ClusterConfig_VolumeSizeInGB != null)
{
requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeSizeInGB = cmdletContext.ClusterConfig_VolumeSizeInGB.Value;
}
if (requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeSizeInGB != null)
{
requestProcessingResources_processingResources_ClusterConfig.VolumeSizeInGB = requestProcessingResources_processingResources_ClusterConfig_clusterConfig_VolumeSizeInGB.Value;
requestProcessingResources_processingResources_ClusterConfigIsNull = false;
}
// determine if requestProcessingResources_processingResources_ClusterConfig should be set to null
if (requestProcessingResources_processingResources_ClusterConfigIsNull)
{
requestProcessingResources_processingResources_ClusterConfig = null;
}
if (requestProcessingResources_processingResources_ClusterConfig != null)
{
request.ProcessingResources.ClusterConfig = requestProcessingResources_processingResources_ClusterConfig;
requestProcessingResourcesIsNull = false;
}
// determine if request.ProcessingResources should be set to null
if (requestProcessingResourcesIsNull)
{
request.ProcessingResources = null;
}
if (cmdletContext.RoleArn != null)
{
request.RoleArn = cmdletContext.RoleArn;
}
// populate StoppingCondition
var requestStoppingConditionIsNull = true;
request.StoppingCondition = new Amazon.SageMaker.Model.ProcessingStoppingCondition();
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;
}
// determine if request.StoppingCondition should be set to null
if (requestStoppingConditionIsNull)
{
request.StoppingCondition = null;
}
if (cmdletContext.Tag != null)
{
request.Tags = cmdletContext.Tag;
}
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);
}
