private async Task <LUISAnalyticAssistant> QueryLuis(string message)
{
using (var client = new HttpClient())
{
string LuisUrl = _LuisBaseUrl + _appId + "?subscription-key=" + _subscriptionKey + "&q=" + System.Uri.EscapeDataString(message);
string LuisJson = await client.GetStringAsync(LuisUrl);
LUISAnalyticAssistant LuisResult = new LUISAnalyticAssistant();
LuisResult = Newtonsoft.Json.JsonConvert.DeserializeObject <LUISAnalyticAssistant>(LuisJson);
return(LuisResult);
}
}
public async Task <bool> Predict(string TextToPredict)
{
Predicted.HasPrediction = false;
Predicted.OriginalQuery = null;
Predicted.Intent = IntentType.None;
Predicted.Response = null;
Predicted.Measure = null;
Predicted.Measure2 = null;
Predicted.Element = null;
Predicted.Dimension = null;
Predicted.Dimension2 = null;
Predicted.Percentage = null;
Predicted.Number = 0;
Predicted.ChartType = null;
Predicted.DistanceKm = 0;
Predicted.Language = null;
string DistanceUnit = "km";
try
{
LUISAnalyticAssistant LuisResult = await QueryLuis(TextToPredict);
foreach (Entity et in LuisResult.entities)
{
if (et.type == "Measure")
{
this.Predicted.Measure = et.entity;
}
if (et.type == "Measure2")
{
this.Predicted.Measure2 = et.entity;
}
if (et.type == "Element")
{
this.Predicted.Element = et.entity;
}
if (et.type == "Dimension")
{
this.Predicted.Dimension = et.entity;
}
if (et.type == "Dimension1")
{
this.Predicted.Dimension2 = et.entity;
}
if (et.type == "builtin.percentage" || et.type == "percentage")
{
this.Predicted.Percentage = et.entity;
if (this.Predicted.Number == 0)
{
this.Predicted.Number = PercentageToDouble(et.entity);
}
}
if (et.type == "builtin.number")
{
this.Predicted.Number = Convert.ToDouble(et.entity);
}
if (et.type == "ChartType")
{
this.Predicted.ChartType = et.entity;
}
if (et.type == "Distance")
{
this.Predicted.DistanceKm = Convert.ToDouble(et.entity);
}
if (et.type == "DistanceUnit")
{
DistanceUnit = et.entity;
}
if (et.type == "Language")
{
this.Predicted.Language = et.entity;
}
if (DistanceKm > 0 && DistanceUnit != "km")
{
switch (DistanceUnit)
{
case "mi":
case "miles": Predicted.DistanceKm *= 1.61; break;
case "m":
case "meters": Predicted.DistanceKm *= 0.001; break;
}
}
}
if (LuisResult.topScoringIntent.intent == "None")
{
this.Predicted.HasPrediction = false;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.None;
this.Predicted.Number = 0;
this.Predicted.Response = "I do not understand you, could you try again with other question?";
}
else if (LuisResult.topScoringIntent.intent == "Show a measure")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.KPI;
this.Predicted.Response = "You want to know the value of " + this.Predicted.Measure;
}
else if (LuisResult.topScoringIntent.intent == "Show a chart")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Chart;
this.Predicted.Response = "You want to know the value of " + this.Predicted.Measure;
}
else if (LuisResult.topScoringIntent.intent == "Show a measure for element")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Measure4Element;
this.Predicted.Response = "You want to know the value of " + this.Predicted.Measure;
}
else if (LuisResult.topScoringIntent.intent == "Filter")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Filter;
this.Predicted.Response = "You want to filter " + Predicted.Dimension + " by " + Predicted.Element;
}
else if (LuisResult.topScoringIntent.intent == "Alert")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Alert;
this.Predicted.Response = "You want to be alerted when " + this.Predicted.Measure + " changes by " + this.Predicted.Percentage;
}
else if (LuisResult.topScoringIntent.intent == "Good Answer")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.GoodAnswer;
this.Predicted.Response = ":-)";
}
else if (LuisResult.topScoringIntent.intent == "Ranking Top")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.RankingTop;
this.Predicted.Response = "You want to know the top elements by " + this.Predicted.Dimension;
}
else if (LuisResult.topScoringIntent.intent == "Ranking Bottom")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.RankingBottom;
this.Predicted.Response = "You want to know the bottom elements by " + this.Predicted.Dimension;
}
else if (LuisResult.topScoringIntent.intent == "Hello")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Hello;
this.Predicted.Response = "Hello";
}
else if (LuisResult.topScoringIntent.intent == "Bye")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Bye;
this.Predicted.Response = "Bye";
}
else if (LuisResult.topScoringIntent.intent == "BadWorks")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.BadWords;
this.Predicted.Response = ":-(\nI prefer not to answer this type of questions, I am a robot but I am very polite.";
}
else if (LuisResult.topScoringIntent.intent == "Reports")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Reports;
this.Predicted.Response = "I will show you the available reports";
}
else if (LuisResult.topScoringIntent.intent == "CreateChart")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.CreateChart;
this.Predicted.Response = "I will create a chart for you";
}
else if (LuisResult.topScoringIntent.intent == "ShowAnalysis")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAnalysis;
this.Predicted.Response = "I will create an analysis for you";
}
else if (LuisResult.topScoringIntent.intent == "GeoFilter")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.GeoFilter;
this.Predicted.Response = "I will filter the information based on your location";
}
else if (LuisResult.topScoringIntent.intent == "Apologize")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Apologize;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ClearAllFilters")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ClearAllFilters;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ClearDimensionFilter")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ClearDimensionFilter;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "CreateChart")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.CreateChart;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "CreateCollaborationGroup")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.CreateCollaborationGroup;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "CurrentSelections")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.CurrentSelections;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "Help")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Help;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "Reports")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.Reports;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAllApps")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAllApps;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAllDimensions")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAllDimensions;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAllMeasures")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAllMeasures;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAllSheets")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAllSheets;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAllStories")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAllStories;
this.Predicted.Response = "OK";
}
else if (LuisResult.topScoringIntent.intent == "ShowAnalysis")
{
this.Predicted.HasPrediction = true;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.ShowAnalysis;
this.Predicted.Response = "OK";
}
else
{
this.Predicted.HasPrediction = false;
this.Predicted.OriginalQuery = TextToPredict;
this.Predicted.Intent = IntentType.None;
this.Predicted.Response = "I do not have the logic to answer " + TextToPredict;
}
return(this.HasPrediction);
}
catch (Exception e)
{
Console.WriteLine(e);
return(false);
}
}