private Amazon.Personalize.Model.CreateSolutionResponse CallAWSServiceOperation(IAmazonPersonalize client, Amazon.Personalize.Model.CreateSolutionRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "AWS Personalize", "CreateSolution");
try
{
#if DESKTOP
return(client.CreateSolution(request));
#elif CORECLR
return(client.CreateSolutionAsync(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.Personalize.Model.CreateSolutionRequest();
if (cmdletContext.DatasetGroupArn != null)
{
request.DatasetGroupArn = cmdletContext.DatasetGroupArn;
}
if (cmdletContext.EventType != null)
{
request.EventType = cmdletContext.EventType;
}
if (cmdletContext.Name != null)
{
request.Name = cmdletContext.Name;
}
if (cmdletContext.PerformAutoML != null)
{
request.PerformAutoML = cmdletContext.PerformAutoML.Value;
}
if (cmdletContext.PerformHPO != null)
{
request.PerformHPO = cmdletContext.PerformHPO.Value;
}
if (cmdletContext.RecipeArn != null)
{
request.RecipeArn = cmdletContext.RecipeArn;
}
// populate SolutionConfig
var requestSolutionConfigIsNull = true;
request.SolutionConfig = new Amazon.Personalize.Model.SolutionConfig();
Dictionary <System.String, System.String> requestSolutionConfig_solutionConfig_AlgorithmHyperParameter = null;
if (cmdletContext.SolutionConfig_AlgorithmHyperParameter != null)
{
requestSolutionConfig_solutionConfig_AlgorithmHyperParameter = cmdletContext.SolutionConfig_AlgorithmHyperParameter;
}
if (requestSolutionConfig_solutionConfig_AlgorithmHyperParameter != null)
{
request.SolutionConfig.AlgorithmHyperParameters = requestSolutionConfig_solutionConfig_AlgorithmHyperParameter;
requestSolutionConfigIsNull = false;
}
System.String requestSolutionConfig_solutionConfig_EventValueThreshold = null;
if (cmdletContext.SolutionConfig_EventValueThreshold != null)
{
requestSolutionConfig_solutionConfig_EventValueThreshold = cmdletContext.SolutionConfig_EventValueThreshold;
}
if (requestSolutionConfig_solutionConfig_EventValueThreshold != null)
{
request.SolutionConfig.EventValueThreshold = requestSolutionConfig_solutionConfig_EventValueThreshold;
requestSolutionConfigIsNull = false;
}
Dictionary <System.String, System.String> requestSolutionConfig_solutionConfig_FeatureTransformationParameter = null;
if (cmdletContext.SolutionConfig_FeatureTransformationParameter != null)
{
requestSolutionConfig_solutionConfig_FeatureTransformationParameter = cmdletContext.SolutionConfig_FeatureTransformationParameter;
}
if (requestSolutionConfig_solutionConfig_FeatureTransformationParameter != null)
{
request.SolutionConfig.FeatureTransformationParameters = requestSolutionConfig_solutionConfig_FeatureTransformationParameter;
requestSolutionConfigIsNull = false;
}
Amazon.Personalize.Model.AutoMLConfig requestSolutionConfig_solutionConfig_AutoMLConfig = null;
// populate AutoMLConfig
var requestSolutionConfig_solutionConfig_AutoMLConfigIsNull = true;
requestSolutionConfig_solutionConfig_AutoMLConfig = new Amazon.Personalize.Model.AutoMLConfig();
System.String requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_MetricName = null;
if (cmdletContext.AutoMLConfig_MetricName != null)
{
requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_MetricName = cmdletContext.AutoMLConfig_MetricName;
}
if (requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_MetricName != null)
{
requestSolutionConfig_solutionConfig_AutoMLConfig.MetricName = requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_MetricName;
requestSolutionConfig_solutionConfig_AutoMLConfigIsNull = false;
}
List <System.String> requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_RecipeList = null;
if (cmdletContext.AutoMLConfig_RecipeList != null)
{
requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_RecipeList = cmdletContext.AutoMLConfig_RecipeList;
}
if (requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_RecipeList != null)
{
requestSolutionConfig_solutionConfig_AutoMLConfig.RecipeList = requestSolutionConfig_solutionConfig_AutoMLConfig_autoMLConfig_RecipeList;
requestSolutionConfig_solutionConfig_AutoMLConfigIsNull = false;
}
// determine if requestSolutionConfig_solutionConfig_AutoMLConfig should be set to null
if (requestSolutionConfig_solutionConfig_AutoMLConfigIsNull)
{
requestSolutionConfig_solutionConfig_AutoMLConfig = null;
}
if (requestSolutionConfig_solutionConfig_AutoMLConfig != null)
{
request.SolutionConfig.AutoMLConfig = requestSolutionConfig_solutionConfig_AutoMLConfig;
requestSolutionConfigIsNull = false;
}
Amazon.Personalize.Model.HPOConfig requestSolutionConfig_solutionConfig_HpoConfig = null;
// populate HpoConfig
var requestSolutionConfig_solutionConfig_HpoConfigIsNull = true;
requestSolutionConfig_solutionConfig_HpoConfig = new Amazon.Personalize.Model.HPOConfig();
Amazon.Personalize.Model.HPOResourceConfig requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig = null;
// populate HpoResourceConfig
var requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfigIsNull = true;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig = new Amazon.Personalize.Model.HPOResourceConfig();
System.String requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxNumberOfTrainingJob = null;
if (cmdletContext.HpoResourceConfig_MaxNumberOfTrainingJob != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxNumberOfTrainingJob = cmdletContext.HpoResourceConfig_MaxNumberOfTrainingJob;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxNumberOfTrainingJob != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig.MaxNumberOfTrainingJobs = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxNumberOfTrainingJob;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfigIsNull = false;
}
System.String requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxParallelTrainingJob = null;
if (cmdletContext.HpoResourceConfig_MaxParallelTrainingJob != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxParallelTrainingJob = cmdletContext.HpoResourceConfig_MaxParallelTrainingJob;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxParallelTrainingJob != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig.MaxParallelTrainingJobs = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig_hpoResourceConfig_MaxParallelTrainingJob;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfigIsNull = false;
}
// determine if requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig should be set to null
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfigIsNull)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig = null;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig != null)
{
requestSolutionConfig_solutionConfig_HpoConfig.HpoResourceConfig = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoResourceConfig;
requestSolutionConfig_solutionConfig_HpoConfigIsNull = false;
}
Amazon.Personalize.Model.HyperParameterRanges requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges = null;
// populate AlgorithmHyperParameterRanges
var requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRangesIsNull = true;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges = new Amazon.Personalize.Model.HyperParameterRanges();
List <Amazon.Personalize.Model.CategoricalHyperParameterRange> requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_CategoricalHyperParameterRange = null;
if (cmdletContext.AlgorithmHyperParameterRanges_CategoricalHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_CategoricalHyperParameterRange = cmdletContext.AlgorithmHyperParameterRanges_CategoricalHyperParameterRange;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_CategoricalHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges.CategoricalHyperParameterRanges = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_CategoricalHyperParameterRange;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRangesIsNull = false;
}
List <Amazon.Personalize.Model.ContinuousHyperParameterRange> requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_ContinuousHyperParameterRange = null;
if (cmdletContext.AlgorithmHyperParameterRanges_ContinuousHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_ContinuousHyperParameterRange = cmdletContext.AlgorithmHyperParameterRanges_ContinuousHyperParameterRange;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_ContinuousHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges.ContinuousHyperParameterRanges = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_ContinuousHyperParameterRange;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRangesIsNull = false;
}
List <Amazon.Personalize.Model.IntegerHyperParameterRange> requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_IntegerHyperParameterRange = null;
if (cmdletContext.AlgorithmHyperParameterRanges_IntegerHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_IntegerHyperParameterRange = cmdletContext.AlgorithmHyperParameterRanges_IntegerHyperParameterRange;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_IntegerHyperParameterRange != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges.IntegerHyperParameterRanges = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges_algorithmHyperParameterRanges_IntegerHyperParameterRange;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRangesIsNull = false;
}
// determine if requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges should be set to null
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRangesIsNull)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges = null;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges != null)
{
requestSolutionConfig_solutionConfig_HpoConfig.AlgorithmHyperParameterRanges = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_AlgorithmHyperParameterRanges;
requestSolutionConfig_solutionConfig_HpoConfigIsNull = false;
}
Amazon.Personalize.Model.HPOObjective requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective = null;
// populate HpoObjective
var requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjectiveIsNull = true;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective = new Amazon.Personalize.Model.HPOObjective();
System.String requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricName = null;
if (cmdletContext.HpoObjective_MetricName != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricName = cmdletContext.HpoObjective_MetricName;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricName != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective.MetricName = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricName;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjectiveIsNull = false;
}
System.String requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricRegex = null;
if (cmdletContext.HpoObjective_MetricRegex != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricRegex = cmdletContext.HpoObjective_MetricRegex;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricRegex != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective.MetricRegex = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_MetricRegex;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjectiveIsNull = false;
}
System.String requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_Type = null;
if (cmdletContext.HpoObjective_Type != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_Type = cmdletContext.HpoObjective_Type;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_Type != null)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective.Type = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective_hpoObjective_Type;
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjectiveIsNull = false;
}
// determine if requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective should be set to null
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjectiveIsNull)
{
requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective = null;
}
if (requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective != null)
{
requestSolutionConfig_solutionConfig_HpoConfig.HpoObjective = requestSolutionConfig_solutionConfig_HpoConfig_solutionConfig_HpoConfig_HpoObjective;
requestSolutionConfig_solutionConfig_HpoConfigIsNull = false;
}
// determine if requestSolutionConfig_solutionConfig_HpoConfig should be set to null
if (requestSolutionConfig_solutionConfig_HpoConfigIsNull)
{
requestSolutionConfig_solutionConfig_HpoConfig = null;
}
if (requestSolutionConfig_solutionConfig_HpoConfig != null)
{
request.SolutionConfig.HpoConfig = requestSolutionConfig_solutionConfig_HpoConfig;
requestSolutionConfigIsNull = false;
}
// determine if request.SolutionConfig should be set to null
if (requestSolutionConfigIsNull)
{
request.SolutionConfig = 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);
}
