private Amazon.SageMaker.Model.CreateAutoMLJobResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateAutoMLJobRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateAutoMLJob");
try
{
#if DESKTOP
return(client.CreateAutoMLJob(request));
#elif CORECLR
return(client.CreateAutoMLJobAsync(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.CreateAutoMLJobRequest();
// populate AutoMLJobConfig
var requestAutoMLJobConfigIsNull = true;
request.AutoMLJobConfig = new Amazon.SageMaker.Model.AutoMLJobConfig();
Amazon.SageMaker.Model.AutoMLJobCompletionCriteria requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria = null;
// populate CompletionCriteria
var requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteriaIsNull = true;
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria = new Amazon.SageMaker.Model.AutoMLJobCompletionCriteria();
System.Int32?requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxAutoMLJobRuntimeInSecond = null;
if (cmdletContext.CompletionCriteria_MaxAutoMLJobRuntimeInSecond != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxAutoMLJobRuntimeInSecond = cmdletContext.CompletionCriteria_MaxAutoMLJobRuntimeInSecond.Value;
}
if (requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxAutoMLJobRuntimeInSecond != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria.MaxAutoMLJobRuntimeInSeconds = requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxAutoMLJobRuntimeInSecond.Value;
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteriaIsNull = false;
}
System.Int32?requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxCandidate = null;
if (cmdletContext.CompletionCriteria_MaxCandidate != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxCandidate = cmdletContext.CompletionCriteria_MaxCandidate.Value;
}
if (requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxCandidate != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria.MaxCandidates = requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxCandidate.Value;
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteriaIsNull = false;
}
System.Int32?requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxRuntimePerTrainingJobInSecond = null;
if (cmdletContext.CompletionCriteria_MaxRuntimePerTrainingJobInSecond != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxRuntimePerTrainingJobInSecond = cmdletContext.CompletionCriteria_MaxRuntimePerTrainingJobInSecond.Value;
}
if (requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxRuntimePerTrainingJobInSecond != null)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria.MaxRuntimePerTrainingJobInSeconds = requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria_completionCriteria_MaxRuntimePerTrainingJobInSecond.Value;
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteriaIsNull = false;
}
// determine if requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria should be set to null
if (requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteriaIsNull)
{
requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria = null;
}
if (requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria != null)
{
request.AutoMLJobConfig.CompletionCriteria = requestAutoMLJobConfig_autoMLJobConfig_CompletionCriteria;
requestAutoMLJobConfigIsNull = false;
}
Amazon.SageMaker.Model.AutoMLSecurityConfig requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig = null;
// populate SecurityConfig
var requestAutoMLJobConfig_autoMLJobConfig_SecurityConfigIsNull = true;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig = new Amazon.SageMaker.Model.AutoMLSecurityConfig();
System.Boolean?requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_EnableInterContainerTrafficEncryption = null;
if (cmdletContext.SecurityConfig_EnableInterContainerTrafficEncryption != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_EnableInterContainerTrafficEncryption = cmdletContext.SecurityConfig_EnableInterContainerTrafficEncryption.Value;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_EnableInterContainerTrafficEncryption != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig.EnableInterContainerTrafficEncryption = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_EnableInterContainerTrafficEncryption.Value;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfigIsNull = false;
}
System.String requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_VolumeKmsKeyId = null;
if (cmdletContext.SecurityConfig_VolumeKmsKeyId != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_VolumeKmsKeyId = cmdletContext.SecurityConfig_VolumeKmsKeyId;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_VolumeKmsKeyId != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig.VolumeKmsKeyId = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_securityConfig_VolumeKmsKeyId;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfigIsNull = false;
}
Amazon.SageMaker.Model.VpcConfig requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig = null;
// populate VpcConfig
var requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfigIsNull = true;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig = new Amazon.SageMaker.Model.VpcConfig();
List <System.String> requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_SecurityGroupId = null;
if (cmdletContext.VpcConfig_SecurityGroupId != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_SecurityGroupId = cmdletContext.VpcConfig_SecurityGroupId;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_SecurityGroupId != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig.SecurityGroupIds = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_SecurityGroupId;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfigIsNull = false;
}
List <System.String> requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_Subnet = null;
if (cmdletContext.VpcConfig_Subnet != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_Subnet = cmdletContext.VpcConfig_Subnet;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_Subnet != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig.Subnets = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig_vpcConfig_Subnet;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfigIsNull = false;
}
// determine if requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig should be set to null
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfigIsNull)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig = null;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig != null)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig.VpcConfig = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig_autoMLJobConfig_SecurityConfig_VpcConfig;
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfigIsNull = false;
}
// determine if requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig should be set to null
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfigIsNull)
{
requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig = null;
}
if (requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig != null)
{
request.AutoMLJobConfig.SecurityConfig = requestAutoMLJobConfig_autoMLJobConfig_SecurityConfig;
requestAutoMLJobConfigIsNull = false;
}
// determine if request.AutoMLJobConfig should be set to null
if (requestAutoMLJobConfigIsNull)
{
request.AutoMLJobConfig = null;
}
if (cmdletContext.AutoMLJobName != null)
{
request.AutoMLJobName = cmdletContext.AutoMLJobName;
}
// populate AutoMLJobObjective
var requestAutoMLJobObjectiveIsNull = true;
request.AutoMLJobObjective = new Amazon.SageMaker.Model.AutoMLJobObjective();
Amazon.SageMaker.AutoMLMetricEnum requestAutoMLJobObjective_autoMLJobObjective_MetricName = null;
if (cmdletContext.AutoMLJobObjective_MetricName != null)
{
requestAutoMLJobObjective_autoMLJobObjective_MetricName = cmdletContext.AutoMLJobObjective_MetricName;
}
if (requestAutoMLJobObjective_autoMLJobObjective_MetricName != null)
{
request.AutoMLJobObjective.MetricName = requestAutoMLJobObjective_autoMLJobObjective_MetricName;
requestAutoMLJobObjectiveIsNull = false;
}
// determine if request.AutoMLJobObjective should be set to null
if (requestAutoMLJobObjectiveIsNull)
{
request.AutoMLJobObjective = null;
}
if (cmdletContext.GenerateCandidateDefinitionsOnly != null)
{
request.GenerateCandidateDefinitionsOnly = cmdletContext.GenerateCandidateDefinitionsOnly.Value;
}
if (cmdletContext.InputDataConfig != null)
{
request.InputDataConfig = cmdletContext.InputDataConfig;
}
// populate OutputDataConfig
var requestOutputDataConfigIsNull = true;
request.OutputDataConfig = new Amazon.SageMaker.Model.AutoMLOutputDataConfig();
System.String requestOutputDataConfig_outputDataConfig_KmsKeyId = null;
if (cmdletContext.OutputDataConfig_KmsKeyId != null)
{
requestOutputDataConfig_outputDataConfig_KmsKeyId = cmdletContext.OutputDataConfig_KmsKeyId;
}
if (requestOutputDataConfig_outputDataConfig_KmsKeyId != null)
{
request.OutputDataConfig.KmsKeyId = requestOutputDataConfig_outputDataConfig_KmsKeyId;
requestOutputDataConfigIsNull = false;
}
System.String requestOutputDataConfig_outputDataConfig_S3OutputPath = null;
if (cmdletContext.OutputDataConfig_S3OutputPath != null)
{
requestOutputDataConfig_outputDataConfig_S3OutputPath = cmdletContext.OutputDataConfig_S3OutputPath;
}
if (requestOutputDataConfig_outputDataConfig_S3OutputPath != null)
{
request.OutputDataConfig.S3OutputPath = requestOutputDataConfig_outputDataConfig_S3OutputPath;
requestOutputDataConfigIsNull = false;
}
// determine if request.OutputDataConfig should be set to null
if (requestOutputDataConfigIsNull)
{
request.OutputDataConfig = null;
}
if (cmdletContext.ProblemType != null)
{
request.ProblemType = cmdletContext.ProblemType;
}
if (cmdletContext.RoleArn != null)
{
request.RoleArn = cmdletContext.RoleArn;
}
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);
}