private Amazon.SageMaker.Model.CreateInferenceRecommendationsJobResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateInferenceRecommendationsJobRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateInferenceRecommendationsJob");
try
{
#if DESKTOP
return(client.CreateInferenceRecommendationsJob(request));
#elif CORECLR
return(client.CreateInferenceRecommendationsJobAsync(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.CreateInferenceRecommendationsJobRequest();
// populate InputConfig
var requestInputConfigIsNull = true;
request.InputConfig = new Amazon.SageMaker.Model.RecommendationJobInputConfig();
List <Amazon.SageMaker.Model.EndpointInputConfiguration> requestInputConfig_inputConfig_EndpointConfiguration = null;
if (cmdletContext.InputConfig_EndpointConfiguration != null)
{
requestInputConfig_inputConfig_EndpointConfiguration = cmdletContext.InputConfig_EndpointConfiguration;
}
if (requestInputConfig_inputConfig_EndpointConfiguration != null)
{
request.InputConfig.EndpointConfigurations = requestInputConfig_inputConfig_EndpointConfiguration;
requestInputConfigIsNull = false;
}
System.Int32?requestInputConfig_inputConfig_JobDurationInSecond = null;
if (cmdletContext.InputConfig_JobDurationInSecond != null)
{
requestInputConfig_inputConfig_JobDurationInSecond = cmdletContext.InputConfig_JobDurationInSecond.Value;
}
if (requestInputConfig_inputConfig_JobDurationInSecond != null)
{
request.InputConfig.JobDurationInSeconds = requestInputConfig_inputConfig_JobDurationInSecond.Value;
requestInputConfigIsNull = false;
}
System.String requestInputConfig_inputConfig_ModelPackageVersionArn = null;
if (cmdletContext.InputConfig_ModelPackageVersionArn != null)
{
requestInputConfig_inputConfig_ModelPackageVersionArn = cmdletContext.InputConfig_ModelPackageVersionArn;
}
if (requestInputConfig_inputConfig_ModelPackageVersionArn != null)
{
request.InputConfig.ModelPackageVersionArn = requestInputConfig_inputConfig_ModelPackageVersionArn;
requestInputConfigIsNull = false;
}
Amazon.SageMaker.Model.RecommendationJobResourceLimit requestInputConfig_inputConfig_ResourceLimit = null;
// populate ResourceLimit
var requestInputConfig_inputConfig_ResourceLimitIsNull = true;
requestInputConfig_inputConfig_ResourceLimit = new Amazon.SageMaker.Model.RecommendationJobResourceLimit();
System.Int32?requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxNumberOfTest = null;
if (cmdletContext.ResourceLimit_MaxNumberOfTest != null)
{
requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxNumberOfTest = cmdletContext.ResourceLimit_MaxNumberOfTest.Value;
}
if (requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxNumberOfTest != null)
{
requestInputConfig_inputConfig_ResourceLimit.MaxNumberOfTests = requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxNumberOfTest.Value;
requestInputConfig_inputConfig_ResourceLimitIsNull = false;
}
System.Int32?requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxParallelOfTest = null;
if (cmdletContext.ResourceLimit_MaxParallelOfTest != null)
{
requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxParallelOfTest = cmdletContext.ResourceLimit_MaxParallelOfTest.Value;
}
if (requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxParallelOfTest != null)
{
requestInputConfig_inputConfig_ResourceLimit.MaxParallelOfTests = requestInputConfig_inputConfig_ResourceLimit_resourceLimit_MaxParallelOfTest.Value;
requestInputConfig_inputConfig_ResourceLimitIsNull = false;
}
// determine if requestInputConfig_inputConfig_ResourceLimit should be set to null
if (requestInputConfig_inputConfig_ResourceLimitIsNull)
{
requestInputConfig_inputConfig_ResourceLimit = null;
}
if (requestInputConfig_inputConfig_ResourceLimit != null)
{
request.InputConfig.ResourceLimit = requestInputConfig_inputConfig_ResourceLimit;
requestInputConfigIsNull = false;
}
Amazon.SageMaker.Model.TrafficPattern requestInputConfig_inputConfig_TrafficPattern = null;
// populate TrafficPattern
var requestInputConfig_inputConfig_TrafficPatternIsNull = true;
requestInputConfig_inputConfig_TrafficPattern = new Amazon.SageMaker.Model.TrafficPattern();
List <Amazon.SageMaker.Model.Phase> requestInputConfig_inputConfig_TrafficPattern_trafficPattern_Phase = null;
if (cmdletContext.TrafficPattern_Phase != null)
{
requestInputConfig_inputConfig_TrafficPattern_trafficPattern_Phase = cmdletContext.TrafficPattern_Phase;
}
if (requestInputConfig_inputConfig_TrafficPattern_trafficPattern_Phase != null)
{
requestInputConfig_inputConfig_TrafficPattern.Phases = requestInputConfig_inputConfig_TrafficPattern_trafficPattern_Phase;
requestInputConfig_inputConfig_TrafficPatternIsNull = false;
}
Amazon.SageMaker.TrafficType requestInputConfig_inputConfig_TrafficPattern_trafficPattern_TrafficType = null;
if (cmdletContext.TrafficPattern_TrafficType != null)
{
requestInputConfig_inputConfig_TrafficPattern_trafficPattern_TrafficType = cmdletContext.TrafficPattern_TrafficType;
}
if (requestInputConfig_inputConfig_TrafficPattern_trafficPattern_TrafficType != null)
{
requestInputConfig_inputConfig_TrafficPattern.TrafficType = requestInputConfig_inputConfig_TrafficPattern_trafficPattern_TrafficType;
requestInputConfig_inputConfig_TrafficPatternIsNull = false;
}
// determine if requestInputConfig_inputConfig_TrafficPattern should be set to null
if (requestInputConfig_inputConfig_TrafficPatternIsNull)
{
requestInputConfig_inputConfig_TrafficPattern = null;
}
if (requestInputConfig_inputConfig_TrafficPattern != null)
{
request.InputConfig.TrafficPattern = requestInputConfig_inputConfig_TrafficPattern;
requestInputConfigIsNull = false;
}
// determine if request.InputConfig should be set to null
if (requestInputConfigIsNull)
{
request.InputConfig = null;
}
if (cmdletContext.JobDescription != null)
{
request.JobDescription = cmdletContext.JobDescription;
}
if (cmdletContext.JobName != null)
{
request.JobName = cmdletContext.JobName;
}
if (cmdletContext.JobType != null)
{
request.JobType = cmdletContext.JobType;
}
if (cmdletContext.RoleArn != null)
{
request.RoleArn = cmdletContext.RoleArn;
}
// populate StoppingConditions
var requestStoppingConditionsIsNull = true;
request.StoppingConditions = new Amazon.SageMaker.Model.RecommendationJobStoppingConditions();
System.Int32?requestStoppingConditions_stoppingConditions_MaxInvocation = null;
if (cmdletContext.StoppingConditions_MaxInvocation != null)
{
requestStoppingConditions_stoppingConditions_MaxInvocation = cmdletContext.StoppingConditions_MaxInvocation.Value;
}
if (requestStoppingConditions_stoppingConditions_MaxInvocation != null)
{
request.StoppingConditions.MaxInvocations = requestStoppingConditions_stoppingConditions_MaxInvocation.Value;
requestStoppingConditionsIsNull = false;
}
List <Amazon.SageMaker.Model.ModelLatencyThreshold> requestStoppingConditions_stoppingConditions_ModelLatencyThreshold = null;
if (cmdletContext.StoppingConditions_ModelLatencyThreshold != null)
{
requestStoppingConditions_stoppingConditions_ModelLatencyThreshold = cmdletContext.StoppingConditions_ModelLatencyThreshold;
}
if (requestStoppingConditions_stoppingConditions_ModelLatencyThreshold != null)
{
request.StoppingConditions.ModelLatencyThresholds = requestStoppingConditions_stoppingConditions_ModelLatencyThreshold;
requestStoppingConditionsIsNull = false;
}
// determine if request.StoppingConditions should be set to null
if (requestStoppingConditionsIsNull)
{
request.StoppingConditions = 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);
}
