private async Task <string> ImportFoldVersion(ApplicationVersionModel applicationVersion, FoldModel fold, string versionName)
{
var foldVersion = applicationVersion.DeepClone();
foldVersion.Utterances = fold.TrainingSet.ToArray();
foldVersion.Intents = foldVersion.Intents.Where(x => foldVersion.Utterances.Any(y => y.Intent == x.Name)).ToArray();
var response = await _luisClient.ImportVersion(_applicationId, versionName, foldVersion);
return(response);
}
private async Task <string> RunExperiment(ApplicationVersionModel applicationVersion, FoldModel fold, int index)
{
var versionId = Guid.NewGuid().ToString().Substring(0, 5) + index;
try
{
Console.WriteLine($"Uploading Version: {index}");
await ImportFoldVersion(applicationVersion, fold, versionId);
ColoredConsole.WriteLine($"Success Uploading Version: {index}", ConsoleColor.Green);
Console.WriteLine($"Training Version: {index}");
await _luisClient.TrainVersion(_applicationId, versionId);
await this.WaitForTraining(versionId);
ColoredConsole.WriteLine($"Success Training Version: {versionId}", ConsoleColor.Green);
var testId = (await _luisClient.CreateTestDataSet(_applicationId, versionId, fold.TestSet.ToArray())).DeserializeObject <string>();
return(await _luisClient.RunDataSetTest(_applicationId, versionId, testId));
}
catch (Exception e)
{
ColoredConsole.WriteLine(e.Message, ConsoleColor.Red);
throw;
}
}
