private Amazon.SageMaker.Model.CreateAlgorithmResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateAlgorithmRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateAlgorithm");
try
{
#if DESKTOP
return(client.CreateAlgorithm(request));
#elif CORECLR
return(client.CreateAlgorithmAsync(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.CreateAlgorithmRequest();
if (cmdletContext.AlgorithmDescription != null)
{
request.AlgorithmDescription = cmdletContext.AlgorithmDescription;
}
if (cmdletContext.AlgorithmName != null)
{
request.AlgorithmName = cmdletContext.AlgorithmName;
}
if (cmdletContext.CertifyForMarketplace != null)
{
request.CertifyForMarketplace = cmdletContext.CertifyForMarketplace.Value;
}
// populate InferenceSpecification
var requestInferenceSpecificationIsNull = true;
request.InferenceSpecification = new Amazon.SageMaker.Model.InferenceSpecification();
List <Amazon.SageMaker.Model.ModelPackageContainerDefinition> requestInferenceSpecification_inferenceSpecification_Container = null;
if (cmdletContext.InferenceSpecification_Container != null)
{
requestInferenceSpecification_inferenceSpecification_Container = cmdletContext.InferenceSpecification_Container;
}
if (requestInferenceSpecification_inferenceSpecification_Container != null)
{
request.InferenceSpecification.Containers = requestInferenceSpecification_inferenceSpecification_Container;
requestInferenceSpecificationIsNull = false;
}
List <System.String> requestInferenceSpecification_inferenceSpecification_SupportedContentType = null;
if (cmdletContext.InferenceSpecification_SupportedContentType != null)
{
requestInferenceSpecification_inferenceSpecification_SupportedContentType = cmdletContext.InferenceSpecification_SupportedContentType;
}
if (requestInferenceSpecification_inferenceSpecification_SupportedContentType != null)
{
request.InferenceSpecification.SupportedContentTypes = requestInferenceSpecification_inferenceSpecification_SupportedContentType;
requestInferenceSpecificationIsNull = false;
}
List <System.String> requestInferenceSpecification_inferenceSpecification_SupportedRealtimeInferenceInstanceType = null;
if (cmdletContext.InferenceSpecification_SupportedRealtimeInferenceInstanceType != null)
{
requestInferenceSpecification_inferenceSpecification_SupportedRealtimeInferenceInstanceType = cmdletContext.InferenceSpecification_SupportedRealtimeInferenceInstanceType;
}
if (requestInferenceSpecification_inferenceSpecification_SupportedRealtimeInferenceInstanceType != null)
{
request.InferenceSpecification.SupportedRealtimeInferenceInstanceTypes = requestInferenceSpecification_inferenceSpecification_SupportedRealtimeInferenceInstanceType;
requestInferenceSpecificationIsNull = false;
}
List <System.String> requestInferenceSpecification_inferenceSpecification_SupportedResponseMIMEType = null;
if (cmdletContext.InferenceSpecification_SupportedResponseMIMEType != null)
{
requestInferenceSpecification_inferenceSpecification_SupportedResponseMIMEType = cmdletContext.InferenceSpecification_SupportedResponseMIMEType;
}
if (requestInferenceSpecification_inferenceSpecification_SupportedResponseMIMEType != null)
{
request.InferenceSpecification.SupportedResponseMIMETypes = requestInferenceSpecification_inferenceSpecification_SupportedResponseMIMEType;
requestInferenceSpecificationIsNull = false;
}
List <System.String> requestInferenceSpecification_inferenceSpecification_SupportedTransformInstanceType = null;
if (cmdletContext.InferenceSpecification_SupportedTransformInstanceType != null)
{
requestInferenceSpecification_inferenceSpecification_SupportedTransformInstanceType = cmdletContext.InferenceSpecification_SupportedTransformInstanceType;
}
if (requestInferenceSpecification_inferenceSpecification_SupportedTransformInstanceType != null)
{
request.InferenceSpecification.SupportedTransformInstanceTypes = requestInferenceSpecification_inferenceSpecification_SupportedTransformInstanceType;
requestInferenceSpecificationIsNull = false;
}
// determine if request.InferenceSpecification should be set to null
if (requestInferenceSpecificationIsNull)
{
request.InferenceSpecification = null;
}
// populate TrainingSpecification
var requestTrainingSpecificationIsNull = true;
request.TrainingSpecification = new Amazon.SageMaker.Model.TrainingSpecification();
List <Amazon.SageMaker.Model.MetricDefinition> requestTrainingSpecification_trainingSpecification_MetricDefinition = null;
if (cmdletContext.TrainingSpecification_MetricDefinition != null)
{
requestTrainingSpecification_trainingSpecification_MetricDefinition = cmdletContext.TrainingSpecification_MetricDefinition;
}
if (requestTrainingSpecification_trainingSpecification_MetricDefinition != null)
{
request.TrainingSpecification.MetricDefinitions = requestTrainingSpecification_trainingSpecification_MetricDefinition;
requestTrainingSpecificationIsNull = false;
}
List <Amazon.SageMaker.Model.HyperParameterSpecification> requestTrainingSpecification_trainingSpecification_SupportedHyperParameter = null;
if (cmdletContext.TrainingSpecification_SupportedHyperParameter != null)
{
requestTrainingSpecification_trainingSpecification_SupportedHyperParameter = cmdletContext.TrainingSpecification_SupportedHyperParameter;
}
if (requestTrainingSpecification_trainingSpecification_SupportedHyperParameter != null)
{
request.TrainingSpecification.SupportedHyperParameters = requestTrainingSpecification_trainingSpecification_SupportedHyperParameter;
requestTrainingSpecificationIsNull = false;
}
List <System.String> requestTrainingSpecification_trainingSpecification_SupportedTrainingInstanceType = null;
if (cmdletContext.TrainingSpecification_SupportedTrainingInstanceType != null)
{
requestTrainingSpecification_trainingSpecification_SupportedTrainingInstanceType = cmdletContext.TrainingSpecification_SupportedTrainingInstanceType;
}
if (requestTrainingSpecification_trainingSpecification_SupportedTrainingInstanceType != null)
{
request.TrainingSpecification.SupportedTrainingInstanceTypes = requestTrainingSpecification_trainingSpecification_SupportedTrainingInstanceType;
requestTrainingSpecificationIsNull = false;
}
List <Amazon.SageMaker.Model.HyperParameterTuningJobObjective> requestTrainingSpecification_trainingSpecification_SupportedTuningJobObjectiveMetric = null;
if (cmdletContext.TrainingSpecification_SupportedTuningJobObjectiveMetric != null)
{
requestTrainingSpecification_trainingSpecification_SupportedTuningJobObjectiveMetric = cmdletContext.TrainingSpecification_SupportedTuningJobObjectiveMetric;
}
if (requestTrainingSpecification_trainingSpecification_SupportedTuningJobObjectiveMetric != null)
{
request.TrainingSpecification.SupportedTuningJobObjectiveMetrics = requestTrainingSpecification_trainingSpecification_SupportedTuningJobObjectiveMetric;
requestTrainingSpecificationIsNull = false;
}
System.Boolean?requestTrainingSpecification_trainingSpecification_SupportsDistributedTraining = null;
if (cmdletContext.TrainingSpecification_SupportsDistributedTraining != null)
{
requestTrainingSpecification_trainingSpecification_SupportsDistributedTraining = cmdletContext.TrainingSpecification_SupportsDistributedTraining.Value;
}
if (requestTrainingSpecification_trainingSpecification_SupportsDistributedTraining != null)
{
request.TrainingSpecification.SupportsDistributedTraining = requestTrainingSpecification_trainingSpecification_SupportsDistributedTraining.Value;
requestTrainingSpecificationIsNull = false;
}
List <Amazon.SageMaker.Model.ChannelSpecification> requestTrainingSpecification_trainingSpecification_TrainingChannel = null;
if (cmdletContext.TrainingSpecification_TrainingChannel != null)
{
requestTrainingSpecification_trainingSpecification_TrainingChannel = cmdletContext.TrainingSpecification_TrainingChannel;
}
if (requestTrainingSpecification_trainingSpecification_TrainingChannel != null)
{
request.TrainingSpecification.TrainingChannels = requestTrainingSpecification_trainingSpecification_TrainingChannel;
requestTrainingSpecificationIsNull = false;
}
System.String requestTrainingSpecification_trainingSpecification_TrainingImage = null;
if (cmdletContext.TrainingSpecification_TrainingImage != null)
{
requestTrainingSpecification_trainingSpecification_TrainingImage = cmdletContext.TrainingSpecification_TrainingImage;
}
if (requestTrainingSpecification_trainingSpecification_TrainingImage != null)
{
request.TrainingSpecification.TrainingImage = requestTrainingSpecification_trainingSpecification_TrainingImage;
requestTrainingSpecificationIsNull = false;
}
System.String requestTrainingSpecification_trainingSpecification_TrainingImageDigest = null;
if (cmdletContext.TrainingSpecification_TrainingImageDigest != null)
{
requestTrainingSpecification_trainingSpecification_TrainingImageDigest = cmdletContext.TrainingSpecification_TrainingImageDigest;
}
if (requestTrainingSpecification_trainingSpecification_TrainingImageDigest != null)
{
request.TrainingSpecification.TrainingImageDigest = requestTrainingSpecification_trainingSpecification_TrainingImageDigest;
requestTrainingSpecificationIsNull = false;
}
// determine if request.TrainingSpecification should be set to null
if (requestTrainingSpecificationIsNull)
{
request.TrainingSpecification = null;
}
// populate ValidationSpecification
var requestValidationSpecificationIsNull = true;
request.ValidationSpecification = new Amazon.SageMaker.Model.AlgorithmValidationSpecification();
List <Amazon.SageMaker.Model.AlgorithmValidationProfile> requestValidationSpecification_validationSpecification_ValidationProfile = null;
if (cmdletContext.ValidationSpecification_ValidationProfile != null)
{
requestValidationSpecification_validationSpecification_ValidationProfile = cmdletContext.ValidationSpecification_ValidationProfile;
}
if (requestValidationSpecification_validationSpecification_ValidationProfile != null)
{
request.ValidationSpecification.ValidationProfiles = requestValidationSpecification_validationSpecification_ValidationProfile;
requestValidationSpecificationIsNull = false;
}
System.String requestValidationSpecification_validationSpecification_ValidationRole = null;
if (cmdletContext.ValidationSpecification_ValidationRole != null)
{
requestValidationSpecification_validationSpecification_ValidationRole = cmdletContext.ValidationSpecification_ValidationRole;
}
if (requestValidationSpecification_validationSpecification_ValidationRole != null)
{
request.ValidationSpecification.ValidationRole = requestValidationSpecification_validationSpecification_ValidationRole;
requestValidationSpecificationIsNull = false;
}
// determine if request.ValidationSpecification should be set to null
if (requestValidationSpecificationIsNull)
{
request.ValidationSpecification = 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);
}