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); }