Parse, Train, Agent

.gitignore

@@ -286,3 +286,4 @@ __pycache__/
 *.btm.cs
 *.odx.cs
 *.xsd.cs
+/App_Data

Bot.Rasa.sln

@@ -0,0 +1,31 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 15
+VisualStudioVersion = 15.0.27130.2003
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bot.Rasa", "Bot.Rasa\Bot.Rasa.csproj", "{8E57A9A5-EB37-4F83-93FE-3324A069B568}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bot.UnitTest", "Bot.UnitTest\Bot.UnitTest.csproj", "{90705625-1342-4ED8-A05B-46C720D20EE4}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Any CPU = Debug|Any CPU
+		Release|Any CPU = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{8E57A9A5-EB37-4F83-93FE-3324A069B568}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{8E57A9A5-EB37-4F83-93FE-3324A069B568}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{8E57A9A5-EB37-4F83-93FE-3324A069B568}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{8E57A9A5-EB37-4F83-93FE-3324A069B568}.Release|Any CPU.Build.0 = Release|Any CPU
+		{90705625-1342-4ED8-A05B-46C720D20EE4}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{90705625-1342-4ED8-A05B-46C720D20EE4}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{90705625-1342-4ED8-A05B-46C720D20EE4}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{90705625-1342-4ED8-A05B-46C720D20EE4}.Release|Any CPU.Build.0 = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+	GlobalSection(ExtensibilityGlobals) = postSolution
+		SolutionGuid = {A9969D89-C98B-40A5-A12B-FC87E55B3A19}
+	EndGlobalSection
+EndGlobal

Bot.Rasa/Agents/Agent.cs

@@ -0,0 +1,15 @@
+using CustomEntityFoundation.Entities;
+using EntityFrameworkCore.BootKit;
+using System;
+using System.Collections.Generic;
+using System.ComponentModel.DataAnnotations;
+using System.Text;
+
+namespace Bot.Rasa.Agents
+{
+    public class RasaAgent : Entity, IDbRecord
+    {
+        [MaxLength(64)]
+        public String Name { get; set; }
+    }
+}

Bot.Rasa/Agents/AgentResponse.cs

@@ -0,0 +1,23 @@
+using Bot.Rasa.Intents;
+using CustomEntityFoundation.Entities;
+using EntityFrameworkCore.BootKit;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace Bot.Rasa.Agents
+{
+    public class AgentResponse
+    {
+        public AgentResponseIntent Intent { get; set; }
+
+        public String Text { get; set; }
+    }
+
+    public class AgentResponseIntent
+    {
+        public String Name { get; set; }
+
+        public Decimal Confidence { get; set; }
+    }
+}

Bot.Rasa/Bot.Rasa.csproj

@@ -0,0 +1,17 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>netcoreapp2.0</TargetFramework>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <Folder Include="Entities\" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <PackageReference Include="CustomEntityFoundation" Version="1.3.3" />
+    <PackageReference Include="Newtonsoft.Json" Version="10.0.3" />
+    <PackageReference Include="RestSharp" Version="106.1.0" />
+  </ItemGroup>
+
+</Project>

Bot.Rasa/Console/RasaConsole.cs

@@ -0,0 +1,35 @@
+using Bot.Rasa.Agents;
+using CustomEntityFoundation;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+
+namespace Bot.Rasa.Console
+{
+    public class RasaConsole
+    {
+        private EntityDbContext dc { get; set; }
+        public RasaOptions options { get; set; }
+
+        public RasaConsole(EntityDbContext dc, RasaOptions options)
+        {
+            this.dc = dc;
+            this.options = options;
+        }
+
+        public RasaAgent LoadAgent(String agentId)
+        {
+            return dc.Agent().Find(agentId);
+        }
+
+        public String CreateAgent(RasaAgent agent)
+        {
+            if (dc.Agent().Any(x => x.Name == agent.Name)) return String.Empty;
+
+            dc.Agent().Add(agent);
+
+            return agent.Id;
+        }
+    }
+}

Bot.Rasa/Console/RasaOptions.cs

@@ -0,0 +1,11 @@
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace Bot.Rasa.Console
+{
+    public class RasaOptions
+    {
+        public string HostUrl { get; set; }
+    }
+}

Bot.Rasa/Console/RequestExtension.cs

@@ -0,0 +1,78 @@
+using Bot.Rasa.Agents;
+using CustomEntityFoundation;
+using Newtonsoft.Json;
+using Newtonsoft.Json.Serialization;
+using RestSharp;
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Text;
+
+namespace Bot.Rasa.Console
+{
+    public static class RequestExtension
+    {
+        public static AgentResponse TextRequest(this RasaConsole console, String agentId, String text)
+        {
+            var client = new RestClient($"{console.options.HostUrl}");
+
+            var request = new RestRequest("parse?project={project}&q={text}", Method.GET);
+            request.AddUrlSegment("project", agentId);
+            request.AddUrlSegment("text", text);
+
+            var response = client.Execute<AgentResponse>(request);
+
+            return response.Data;
+        }
+
+        public static bool Train(this RasaConsole console, String agentId)
+        {
+            var client = new RestClient($"{console.options.HostUrl}");
+
+            var request = new RestRequest("train", Method.POST);
+
+            request.AddQueryParameter("project", agentId);
+            
+            string json = JsonConvert.SerializeObject(new
+            {
+                rasa_nlu_data = new RasaTrainingData
+                {
+                    UserSays = new List<UserSay>
+                    {
+                        new UserSay{ Text = "What's the weather like today?", Intent = "Weather" },
+                        new UserSay{ Text = "Is gonna rain tomorrow?", Intent = "Weather"},
+                        new UserSay{ Text = "Sunny", Intent = "Weather"},
+                        new UserSay{ Text = "Is it raining outside?", Intent = "Weather"},
+                        new UserSay{ Text = "It is raining", Intent = "Weather"},
+                        new UserSay{ Text = "How old are you?", Intent = "Age"},
+                        new UserSay{ Text = "When were you born?", Intent = "Age"},
+                        new UserSay{ Text = "Where do you come from", Intent = "Country"},
+                        new UserSay{ Text = "Where are you from?", Intent = "Country"},
+                        new UserSay{ Text = "are you from US?", Intent = "Country"},
+                        new UserSay{ Text = "What do you like for lunch?", Intent = "Lunch"},
+                        new UserSay{ Text = "Would you like some cookie?", Intent = "Lunch"}
+                    }
+                }
+            }, new JsonSerializerSettings { ContractResolver = new CamelCasePropertyNamesContractResolver() });
+
+            request.AddParameter("application/json", json, ParameterType.RequestBody);
+
+            var response = client.Execute(request);
+
+            return true;
+        }
+
+    }
+
+    public class RasaTrainingData
+    {
+        [JsonProperty("common_examples")]
+        public List<UserSay> UserSays { get; set; }
+    }
+
+    public class UserSay
+    {
+        public String Text { get; set; }
+        public String Intent { get; set; }
+    }
+}

Bot.Rasa/EntityDbContextExtension.cs

@@ -0,0 +1,19 @@
+using Bot.Rasa.Agents;
+using CustomEntityFoundation;
+using EntityFrameworkCore.BootKit;
+using Microsoft.EntityFrameworkCore;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+
+namespace Bot.Rasa
+{
+    public static class EntityDbContextExtension
+    {
+        public static DbSet<RasaAgent> Agent(this EntityDbContext dc)
+        {
+            return dc.Table<RasaAgent>();
+        }
+    }
+}

Bot.Rasa/Intents/Intent.cs

@@ -0,0 +1,14 @@
+using CustomEntityFoundation.Entities;
+using EntityFrameworkCore.BootKit;
+using System;
+using System.Collections.Generic;
+using System.ComponentModel.DataAnnotations.Schema;
+using System.Text;
+
+namespace Bot.Rasa.Intents
+{
+    public class RasaIntent : Entity, IDbRecord
+    {
+        public String Name { get; set; }
+    }
+}

Bot.UnitTest/AgentTest.cs

@@ -0,0 +1,49 @@
+using Bot.Rasa;
+using Bot.Rasa.Agents;
+using Bot.Rasa.Console;
+using EntityFrameworkCore.BootKit;
+using Microsoft.VisualStudio.TestTools.UnitTesting;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+
+namespace Bot.UnitTest
+{
+    [TestClass]
+    public class AgentTest : Database
+    {
+        public static String PIZZA_BOT_ID = "2b6a288e-d891-40c6-96ce-6a0cf324545c";
+        public static RasaOptions Options = new RasaOptions { HostUrl = "http://192.168.56.101:5000" };
+
+        [TestMethod]
+        public void CreateAgent()
+        {
+            var rasa = new RasaConsole(dc, Options);
+
+            var agent = new RasaAgent
+            {
+                Id = PIZZA_BOT_ID,
+                Name = "Pizza Bot"
+            };
+
+            dc.DbTran(() => rasa.CreateAgent(agent));
+        }
+
+        [TestMethod]
+        public void TextRequest()
+        {
+            var rasa = new RasaConsole(dc, Options);
+            var response = rasa.TextRequest(PIZZA_BOT_ID, "how old are you");
+            response = rasa.TextRequest(PIZZA_BOT_ID, "where do you come from");
+            response = rasa.TextRequest(PIZZA_BOT_ID, "would you like some cookie");
+        }
+
+        [TestMethod]
+        public void Train()
+        {
+            var rasa = new RasaConsole(dc, Options);
+            rasa.Train(PIZZA_BOT_ID);
+        }
+    }
+}

Bot.UnitTest/Bot.UnitTest.csproj

@@ -0,0 +1,19 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>netcoreapp2.0</TargetFramework>
+
+    <IsPackable>false</IsPackable>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="15.5.0" />
+    <PackageReference Include="MSTest.TestAdapter" Version="1.2.0" />
+    <PackageReference Include="MSTest.TestFramework" Version="1.2.0" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\Bot.Rasa\Bot.Rasa.csproj" />
+  </ItemGroup>
+
+</Project>

Bot.UnitTest/Database.cs

@@ -0,0 +1,35 @@
+using CustomEntityFoundation;
+using CustomEntityFoundation.Entities;
+using EntityFrameworkCore.BootKit;
+using Microsoft.Data.Sqlite;
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Text;
+
+namespace Bot.UnitTest
+{
+    public abstract class Database
+    {
+        protected EntityDbContext dc { get; set; }
+
+        public Database()
+        {
+            EntityDbContext.Assembles = new String[] { "Bot.Rasa" };
+            var options = new DatabaseOptions
+            {
+                ContentRootPath = Directory.GetCurrentDirectory() + "\\..\\..\\..\\..",
+            };
+
+            // Sqlite
+            options.Database = "Sqlite";
+            options.ConnectionString = "Data Source=|DataDirectory|\\bot.db";
+            EntityDbContext.Options = options;
+
+            dc = new EntityDbContext();
+            dc.InitDb();
+        }
+    }
+
+
+}