private Amazon.ForecastService.Model.CreatePredictorResponse CallAWSServiceOperation(IAmazonForecastService client, Amazon.ForecastService.Model.CreatePredictorRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon Forecast Service", "CreatePredictor");
try
{
#if DESKTOP
return(client.CreatePredictor(request));
#elif CORECLR
return(client.CreatePredictorAsync(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.ForecastService.Model.CreatePredictorRequest();
if (cmdletContext.AlgorithmArn != null)
{
request.AlgorithmArn = cmdletContext.AlgorithmArn;
}
if (cmdletContext.AutoMLOverrideStrategy != null)
{
request.AutoMLOverrideStrategy = cmdletContext.AutoMLOverrideStrategy;
}
// populate EncryptionConfig
var requestEncryptionConfigIsNull = true;
request.EncryptionConfig = new Amazon.ForecastService.Model.EncryptionConfig();
System.String requestEncryptionConfig_encryptionConfig_KMSKeyArn = null;
if (cmdletContext.EncryptionConfig_KMSKeyArn != null)
{
requestEncryptionConfig_encryptionConfig_KMSKeyArn = cmdletContext.EncryptionConfig_KMSKeyArn;
}
if (requestEncryptionConfig_encryptionConfig_KMSKeyArn != null)
{
request.EncryptionConfig.KMSKeyArn = requestEncryptionConfig_encryptionConfig_KMSKeyArn;
requestEncryptionConfigIsNull = false;
}
System.String requestEncryptionConfig_encryptionConfig_RoleArn = null;
if (cmdletContext.EncryptionConfig_RoleArn != null)
{
requestEncryptionConfig_encryptionConfig_RoleArn = cmdletContext.EncryptionConfig_RoleArn;
}
if (requestEncryptionConfig_encryptionConfig_RoleArn != null)
{
request.EncryptionConfig.RoleArn = requestEncryptionConfig_encryptionConfig_RoleArn;
requestEncryptionConfigIsNull = false;
}
// determine if request.EncryptionConfig should be set to null
if (requestEncryptionConfigIsNull)
{
request.EncryptionConfig = null;
}
// populate EvaluationParameters
var requestEvaluationParametersIsNull = true;
request.EvaluationParameters = new Amazon.ForecastService.Model.EvaluationParameters();
System.Int32?requestEvaluationParameters_evaluationParameters_BackTestWindowOffset = null;
if (cmdletContext.EvaluationParameters_BackTestWindowOffset != null)
{
requestEvaluationParameters_evaluationParameters_BackTestWindowOffset = cmdletContext.EvaluationParameters_BackTestWindowOffset.Value;
}
if (requestEvaluationParameters_evaluationParameters_BackTestWindowOffset != null)
{
request.EvaluationParameters.BackTestWindowOffset = requestEvaluationParameters_evaluationParameters_BackTestWindowOffset.Value;
requestEvaluationParametersIsNull = false;
}
System.Int32?requestEvaluationParameters_evaluationParameters_NumberOfBacktestWindow = null;
if (cmdletContext.EvaluationParameters_NumberOfBacktestWindow != null)
{
requestEvaluationParameters_evaluationParameters_NumberOfBacktestWindow = cmdletContext.EvaluationParameters_NumberOfBacktestWindow.Value;
}
if (requestEvaluationParameters_evaluationParameters_NumberOfBacktestWindow != null)
{
request.EvaluationParameters.NumberOfBacktestWindows = requestEvaluationParameters_evaluationParameters_NumberOfBacktestWindow.Value;
requestEvaluationParametersIsNull = false;
}
// determine if request.EvaluationParameters should be set to null
if (requestEvaluationParametersIsNull)
{
request.EvaluationParameters = null;
}
// populate FeaturizationConfig
var requestFeaturizationConfigIsNull = true;
request.FeaturizationConfig = new Amazon.ForecastService.Model.FeaturizationConfig();
List <Amazon.ForecastService.Model.Featurization> requestFeaturizationConfig_featurizationConfig_Featurization = null;
if (cmdletContext.FeaturizationConfig_Featurization != null)
{
requestFeaturizationConfig_featurizationConfig_Featurization = cmdletContext.FeaturizationConfig_Featurization;
}
if (requestFeaturizationConfig_featurizationConfig_Featurization != null)
{
request.FeaturizationConfig.Featurizations = requestFeaturizationConfig_featurizationConfig_Featurization;
requestFeaturizationConfigIsNull = false;
}
List <System.String> requestFeaturizationConfig_featurizationConfig_ForecastDimension = null;
if (cmdletContext.FeaturizationConfig_ForecastDimension != null)
{
requestFeaturizationConfig_featurizationConfig_ForecastDimension = cmdletContext.FeaturizationConfig_ForecastDimension;
}
if (requestFeaturizationConfig_featurizationConfig_ForecastDimension != null)
{
request.FeaturizationConfig.ForecastDimensions = requestFeaturizationConfig_featurizationConfig_ForecastDimension;
requestFeaturizationConfigIsNull = false;
}
System.String requestFeaturizationConfig_featurizationConfig_ForecastFrequency = null;
if (cmdletContext.FeaturizationConfig_ForecastFrequency != null)
{
requestFeaturizationConfig_featurizationConfig_ForecastFrequency = cmdletContext.FeaturizationConfig_ForecastFrequency;
}
if (requestFeaturizationConfig_featurizationConfig_ForecastFrequency != null)
{
request.FeaturizationConfig.ForecastFrequency = requestFeaturizationConfig_featurizationConfig_ForecastFrequency;
requestFeaturizationConfigIsNull = false;
}
// determine if request.FeaturizationConfig should be set to null
if (requestFeaturizationConfigIsNull)
{
request.FeaturizationConfig = null;
}
if (cmdletContext.ForecastHorizon != null)
{
request.ForecastHorizon = cmdletContext.ForecastHorizon.Value;
}
if (cmdletContext.ForecastType != null)
{
request.ForecastTypes = cmdletContext.ForecastType;
}
// populate HPOConfig
var requestHPOConfigIsNull = true;
request.HPOConfig = new Amazon.ForecastService.Model.HyperParameterTuningJobConfig();
Amazon.ForecastService.Model.ParameterRanges requestHPOConfig_hPOConfig_ParameterRanges = null;
// populate ParameterRanges
var requestHPOConfig_hPOConfig_ParameterRangesIsNull = true;
requestHPOConfig_hPOConfig_ParameterRanges = new Amazon.ForecastService.Model.ParameterRanges();
List <Amazon.ForecastService.Model.CategoricalParameterRange> requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_CategoricalParameterRange = null;
if (cmdletContext.ParameterRanges_CategoricalParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_CategoricalParameterRange = cmdletContext.ParameterRanges_CategoricalParameterRange;
}
if (requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_CategoricalParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges.CategoricalParameterRanges = requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_CategoricalParameterRange;
requestHPOConfig_hPOConfig_ParameterRangesIsNull = false;
}
List <Amazon.ForecastService.Model.ContinuousParameterRange> requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_ContinuousParameterRange = null;
if (cmdletContext.ParameterRanges_ContinuousParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_ContinuousParameterRange = cmdletContext.ParameterRanges_ContinuousParameterRange;
}
if (requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_ContinuousParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges.ContinuousParameterRanges = requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_ContinuousParameterRange;
requestHPOConfig_hPOConfig_ParameterRangesIsNull = false;
}
List <Amazon.ForecastService.Model.IntegerParameterRange> requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_IntegerParameterRange = null;
if (cmdletContext.ParameterRanges_IntegerParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_IntegerParameterRange = cmdletContext.ParameterRanges_IntegerParameterRange;
}
if (requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_IntegerParameterRange != null)
{
requestHPOConfig_hPOConfig_ParameterRanges.IntegerParameterRanges = requestHPOConfig_hPOConfig_ParameterRanges_parameterRanges_IntegerParameterRange;
requestHPOConfig_hPOConfig_ParameterRangesIsNull = false;
}
// determine if requestHPOConfig_hPOConfig_ParameterRanges should be set to null
if (requestHPOConfig_hPOConfig_ParameterRangesIsNull)
{
requestHPOConfig_hPOConfig_ParameterRanges = null;
}
if (requestHPOConfig_hPOConfig_ParameterRanges != null)
{
request.HPOConfig.ParameterRanges = requestHPOConfig_hPOConfig_ParameterRanges;
requestHPOConfigIsNull = false;
}
// determine if request.HPOConfig should be set to null
if (requestHPOConfigIsNull)
{
request.HPOConfig = null;
}
// populate InputDataConfig
var requestInputDataConfigIsNull = true;
request.InputDataConfig = new Amazon.ForecastService.Model.InputDataConfig();
System.String requestInputDataConfig_inputDataConfig_DatasetGroupArn = null;
if (cmdletContext.InputDataConfig_DatasetGroupArn != null)
{
requestInputDataConfig_inputDataConfig_DatasetGroupArn = cmdletContext.InputDataConfig_DatasetGroupArn;
}
if (requestInputDataConfig_inputDataConfig_DatasetGroupArn != null)
{
request.InputDataConfig.DatasetGroupArn = requestInputDataConfig_inputDataConfig_DatasetGroupArn;
requestInputDataConfigIsNull = false;
}
List <Amazon.ForecastService.Model.SupplementaryFeature> requestInputDataConfig_inputDataConfig_SupplementaryFeature = null;
if (cmdletContext.InputDataConfig_SupplementaryFeature != null)
{
requestInputDataConfig_inputDataConfig_SupplementaryFeature = cmdletContext.InputDataConfig_SupplementaryFeature;
}
if (requestInputDataConfig_inputDataConfig_SupplementaryFeature != null)
{
request.InputDataConfig.SupplementaryFeatures = requestInputDataConfig_inputDataConfig_SupplementaryFeature;
requestInputDataConfigIsNull = false;
}
// determine if request.InputDataConfig should be set to null
if (requestInputDataConfigIsNull)
{
request.InputDataConfig = null;
}
if (cmdletContext.OptimizationMetric != null)
{
request.OptimizationMetric = cmdletContext.OptimizationMetric;
}
if (cmdletContext.PerformAutoML != null)
{
request.PerformAutoML = cmdletContext.PerformAutoML.Value;
}
if (cmdletContext.PerformHPO != null)
{
request.PerformHPO = cmdletContext.PerformHPO.Value;
}
if (cmdletContext.PredictorName != null)
{
request.PredictorName = cmdletContext.PredictorName;
}
if (cmdletContext.Tag != null)
{
request.Tags = cmdletContext.Tag;
}
if (cmdletContext.TrainingParameter != null)
{
request.TrainingParameters = cmdletContext.TrainingParameter;
}
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);
}