public void RegisterNewIntentionRecognitionBot_ShouldReturnCorrectDataType()
{
var user = Builder <User> .CreateNew()
.With(x => x.IsDeleted == false && x.Id == "id")
.Build();
this._unitOfWork = new Mock <IUnitOfWork>();
this._unitOfWork.Setup(x => x.UserRepository.FindById(It.IsAny <string>()))
.Returns(user);
this._unitOfWork.Setup(x => x.BotRepository.Add(It.IsAny <Bot>()));
this._unitOfWork.Setup(x => x.SaveChanges())
.Returns(1);
this._service = new IntentionRecognitionService(this._unitOfWork.Object, null, null, null);
var bot = new BotCreateModel()
{
UserId = user.Id
};
var result = this._service.RegisterNewIntentionRecognitionBot(bot, "test");
Assert.AreEqual(typeof(long), result.GetType());
}
public void RegisterNewIntentionRecognitionBot_ShouldTrowCorrectExceptionWithIncorrectInput()
{
var user = Builder <User> .CreateNew()
.With(x => x.IsDeleted == false && x.Id == null)
.Build();
this._unitOfWork = new Mock <IUnitOfWork>();
this._unitOfWork.Setup(x => x.UserRepository.FindById("id"))
.Returns(user);
this._unitOfWork.Setup(x => x.BotRepository.Add(It.IsAny <Bot>()));
this._unitOfWork.Setup(x => x.SaveChanges())
.Returns(1);
this._service = new IntentionRecognitionService(this._unitOfWork.Object, null, null, null);
var bot = new BotCreateModel()
{
UserId = null
};
Assert.Throws <ArgumentException>(() => this._service.RegisterNewIntentionRecognitionBot(bot, "test"));
}
public long RegisterNewIntentionRecognitionBot(BotCreateModel model, string createdBy)
{
var user = this.FindUserById(model.UserId);
var bot = new Bot()
{
CreatedBy = createdBy,
Name = model.Name,
BotType = model.BotType.ToString(),
EnvironmentType = model.EnvironmentType.ToString(),
Image = model.Image,
User = user,
UserId = user.Id
};
this.Data.BotRepository.Add(bot);
this.Data.SaveChanges();
//var network = this.GenerateIntentionRecognizerBotNetwork(model);
//network.Bot = bot;
//network.BotId = bot.Id;
//network.CreatedBy = createdBy;
//this.Data.NeuralNetworkDataRepository.Add(network);
//this.Data.SaveChanges();
//foreach (var intentionModel in model.Intentions)
//{
// var intention = new Intention
// {
// Bot = bot,
// BotId = bot.Id,
// Name = intentionModel.Name,
// CreatedBy = createdBy,
// };
// this.Data.IntentionRepository.Add(intention);
// this.Data.SaveChanges();
// foreach (var keymodel in intentionModel.ActivationKeys)
// {
// var key = new ActivationKey
// {
// Name = keymodel.Name,
// CreatedBy = createdBy,
// Intention = intention,
// IntentionId = intention.Id
// };
// this.Data.ActivationKeyRepository.Add(key);
// }
// this.Data.SaveChanges();
//}
return(bot.Id);
}
private void GenerateNetwork(BotCreateModel model, string createdBy, Bot bot)
{
var network = this.GenerateIntentionRecognizerBotNetwork(model);
network.Bot = bot;
network.BotId = bot.Id;
network.CreatedBy = createdBy;
this.Data.NeuralNetworkDataRepository.Add(network);
this.Data.SaveChanges();
}
private NeuralNetworkData GenerateIntentionRecognizerBotNetwork(BotCreateModel bot)
{
var inputLayer = 0;
foreach (var intention in bot.Intentions)
{
for (int i = 0; i < intention.ActivationKeys.Count; i++)
{
inputLayer++;
}
}
return(this._neuralNetworkService.GenerateIntentionRecognitionNeuralNetworkData(
inputLayer, bot.Intentions.Count));
}
private void CreateAndTrainPizzaLoverBot(User user)
{
//{ "i", "like", "pizza", "eat", "lunch", "every", "day"})
//{"i", "am", "name", "is", "hello", "hi", "how", "are", "you", "who", "what"})
Console.WriteLine("Creating new bot started...");
var botModel = new BotCreateModel()
{
UserId = user.Id,
Name = "Pizza lover Bot",
BotType = BotType.IntentionRecognizer,
EnvironmentType = EnvironmentType.Test,
Image = @"http://i2.cdn.turner.com/money/dam/assets/151111102126-artificial-intelligence-ai-robots-780x439.jpg",
Intentions = this.GenerateSampleIntentions()
};
var id = this._botService.FullRegisterNewIntentionRecognitionBot(botModel, "admin");
Console.WriteLine("Creating new bot done.");
Console.WriteLine();
Console.WriteLine("Training started...");
var trainingData = new Dictionary <string, long>()
{
{ "i like pizza", 1 },
{ "i lunch pizza", 1 },
{ "i eat pizza every day", 1 },
{ "i lunch pizza every day", 1 },
{ "i like pizza for lunch", 1 },
{ "every day is pizza day", 1 },
{ "i am john", 2 },
{ "my name is john", 2 },
{ "who are you", 2 },
{ "how are you", 2 },
{ "hi", 2 },
{ "hello", 2 }
};
var result = this._botService.TrainIntentionRecognitionBot(id, trainingData);
Console.WriteLine("Training done...");
Console.WriteLine(result);
}
private void CreateAndTrainIntroductionBot(User user)
{
//{ "i", "like", "pizza", "eat", "lunch", "every", "day"})
//{"i", "am", "name", "is", "hello", "hi", "how", "are", "you", "who", "what"})
Console.WriteLine("Creating new bot started...");
var botModel = new BotCreateModel()
{
UserId = user.Id,
Name = "Introduction Bot",
BotType = BotType.IntentionRecognizer,
EnvironmentType = EnvironmentType.Test,
Image = @"http://static3.businessinsider.com/image/5661d93edd0895060c8b48ae/the-best-science-fiction-as-picked-by-20-ai-experts.jpg",
Intentions = this.GenerateSampleIntentions()
};
var id = this._botService.FullRegisterNewIntentionRecognitionBot(botModel, "admin");
Console.WriteLine("Creating new bot done.");
Console.WriteLine();
Console.WriteLine("Training started...");
var trainingData = new Dictionary <string, long>()
{
{ "i like pizza", 1 },
{ "i lunch pizza", 1 },
{ "i eat pizza every day", 1 },
{ "i lunch pizza every day", 1 },
{ "i like pizza for lunch", 1 },
{ "every day is pizza day", 1 },
{ "i am john", 2 },
{ "my name is john", 2 },
{ "who are you", 2 },
{ "how are you", 2 },
{ "hi", 2 },
{ "hello", 2 }
};
var result = this._botService.TrainIntentionRecognitionBot(id, trainingData);
Console.WriteLine("Training done...");
Console.WriteLine(result);
}
public ActionResult Create([Bind(Include = "Id,Name,Image")] BotCreateModel bot)
{
try
{
if (this.ModelState.IsValid)
{
bot.BotType = BotType.IntentionRecognizer;
bot.EnvironmentType = EnvironmentType.Production;
bot.UserId = this.User.Identity.GetUserId();
this._intentionRecognitionService.RegisterNewIntentionRecognitionBot(bot, this.User.Identity.Name);
return(RedirectToAction("Index"));
}
return(View(bot));
}
catch (NotFoundException ex)
{
return(HttpNotFound(ex.Message));
}
}
public long FullRegisterNewIntentionRecognitionBot(BotCreateModel model, string createdBy)
{
//var intentions = model.Intentions
// .Select(i => new Intention
// {
// Name = i.Name,
// CreatedBy = createdBy,
// ActivationKeys = i.ActivationKeys
// .Select(a => new ActivationKey
// {
// Name = a.Name,
// CreatedBy = createdBy
// })
// .ToArray()
// })
// .ToArray();
var user = this.FindUserById(model.UserId);
var bot = new Bot()
{
CreatedBy = createdBy,
Name = model.Name,
BotType = model.BotType.ToString(),
EnvironmentType = model.EnvironmentType.ToString(),
Image = model.Image,
User = user,
UserId = user.Id
//Intentions = intentions,
//NeuralNetworkDatas = new List<NeuralNetworkData> { this.GenerateIntentionRecognizerBotNetwork(model) }
//NeuralNetworkDatas = new List<NeuralNetworkData>()
//{
// new NeuralNetworkData()
// {
// CreatedOn = DateTime.Now,
// CreatedBy = UserRoleType.Admin.ToString(),
// Type = NeuralNetworkType.Test.ToString(),
// Data = Encoding.ASCII.GetBytes("test")
// }
//}
};
//bot.NeuralNetworkDatas.Add(network);
//this.CheckBotForExistingName(bot.Name);
this.Data.BotRepository.Add(bot);
this.Data.SaveChanges();
//var network = this.GenerateIntentionRecognizerBotNetwork(model);
//network.Bot = bot;
//network.BotId = bot.Id;
//network.CreatedBy = createdBy;
//this.Data.NeuralNetworkDataRepository.Add(network);
//this.Data.SaveChanges();
this.GenerateNetwork(model, createdBy, bot);
foreach (var intentionModel in model.Intentions)
{
var intention = new Intention
{
Bot = bot,
BotId = bot.Id,
Name = intentionModel.Name,
CreatedBy = createdBy,
};
this.Data.IntentionRepository.Add(intention);
this.Data.SaveChanges();
foreach (var keymodel in intentionModel.ActivationKeys)
{
var key = new ActivationKey
{
Name = keymodel.Name,
CreatedBy = createdBy,
Intention = intention,
IntentionId = intention.Id
};
this.Data.ActivationKeyRepository.Add(key);
}
this.Data.SaveChanges();
}
return(bot.Id);
}
