public Result(List <ReponseRecast> recastContact, ReponseWatson reponseWatson)
{
List <ResultMerge> listResultMerge = new List <ResultMerge>();
foreach (var intentWatson in reponseWatson.classes)
{
ResultMerge resultMerge = new ResultMerge();
resultMerge.intent = intentWatson.class_name;
decimal confiencetotalRecast = 0;
int elementRecat = 0;
foreach (ReponseRecast item in recastContact)
{
if (item.intent.slug != "fournir-informations" && item.intent.slug != null)
{
elementRecat++;
}
if (item.intent.slug == resultMerge.intent)
{
confiencetotalRecast = confiencetotalRecast + Convert.ToDecimal(item.intent.confidence.Replace('.', ','));
}
}
if (elementRecat == 0)
{
resultMerge.confidence = 0;
break;
}
resultMerge.confidence = confiencetotalRecast / elementRecat;
resultMerge.confidence = (resultMerge.confidence * (decimal)0.80 + Convert.ToDecimal(intentWatson.confidence.Replace('.', ',')) * (decimal)1.20) / 2;
//resultMerge.confidence = (resultMerge.confidence + Convert.ToDecimal(intentWatson.confidence.Replace('.', ','))) / 2;
listResultMerge.Add(resultMerge);
}
ListResultMerge = listResultMerge;
decimal maxValue = listResultMerge.Max(x => x.confidence);
ResultMerge FirstResultMerge = listResultMerge.First(x => x.confidence == maxValue);
this.intent = FirstResultMerge.intent;
this.confidence = FirstResultMerge.confidence;
if (confidence > (decimal)0.50)
{
statut = "Success";
}
}
public static IndexModel Create()
{
Email email = new Email();
var count = email.emailBox.GetMessageCount();
Message message = email.emailBox.GetMessage(count);
string subjectEmail = message.Headers.Subject;
string contentEmail = message.MessagePart.MessageParts[0].GetBodyAsText();
string sendfrom = message.Headers.To[0].Address;
List <ReponseRecast> reponseRecast = new List <ConnectorOutlookRecast.ReponseRecast>();
// --------------------------TRAITEMENT RECAST
// découpage en phrase pour recast
string textClean = cleanText(contentEmail);
string[] textSplit = splitSentence(textClean);
foreach (var item in textSplit)
{
RecastContact bot = new RecastContact();
ReponseRecast reponse = bot.sendText(item);
reponse.sentence = item;
reponseRecast.Add(reponse);
}
List <Business.Entities> entities = new List <Business.Entities>();
List <entity> card = new List <entity>();
List <entity> location = new List <entity>();
List <entity> adresse = new List <entity>();
List <entity> contrat = new List <entity>();
List <entity> numero_de_secu = new List <entity>();
List <entity> numero_carte_adherent = new List <entity>();
foreach (var item in reponseRecast)
{
card = card.Concat(item.entities.card)
.ToList();
location = location.Concat(item.entities.location)
.ToList();
adresse = adresse.Concat(item.entities.adresse)
.ToList();
contrat = contrat.Concat(item.entities.contrat)
.ToList();
numero_de_secu = numero_de_secu.Concat(item.entities.numero_de_secu)
.ToList();
numero_carte_adherent = numero_carte_adherent.Concat(item.entities.numero_carte_adherent)
.ToList();
}
var Card = new Business.Entities()
{
name = "Card", number = card.Count
};
foreach (var item in card)
{
Card.rawAdd(item.raw, item.confidence);
}
entities.Add(Card);
var Location = new Business.Entities()
{
name = "Location", number = location.Count
};
foreach (var item in location)
{
Location.rawAdd(item.raw, item.confidence);
}
entities.Add(Location);
var Adresse = new Business.Entities()
{
name = "adresse", number = adresse.Count
};
foreach (var item in adresse)
{
Adresse.rawAdd(item.raw, item.confidence);
}
entities.Add(Adresse);
var Contrat = new Business.Entities()
{
name = "contrat", number = contrat.Count
};
foreach (var item in contrat)
{
Contrat.rawAdd(item.raw, item.confidence);
}
entities.Add(Contrat);
var Numero_de_secu = new Business.Entities()
{
name = "numero_de_secu", number = numero_de_secu.Count
};
foreach (var item in numero_de_secu)
{
Numero_de_secu.rawAdd(item.raw, item.confidence);
}
entities.Add(Numero_de_secu);
var Numero_carte_adherent = new Business.Entities()
{
name = "numero_carte_adherent", number = numero_carte_adherent.Count
};
foreach (var item in numero_carte_adherent)
{
Numero_carte_adherent.rawAdd(item.raw, item.confidence);
}
entities.Add(Numero_carte_adherent);
// --------------------------TRAITEMENT WATSON
//WatsonContact watson = new WatsonContact();
//ReponseWatson reponseWatsonConvers = watson.sendTexConversation(textClean);
WatsonContact watttt = new WatsonContact();
ReponseWatson reponseWatsonClassifier = watttt.sendTextOrganised(textClean);
// calcul Final
Result result = new Result(reponseRecast, reponseWatsonClassifier);
return(new IndexModel
{
SubjectEmail = subjectEmail,
SendFrom = sendfrom,
ContentEmail = contentEmail,
ReponseRecast = reponseRecast,
// ReponseWatson = reponseWatsonConvers,
ReponseWatsonClassifier = reponseWatsonClassifier,
Result = result,
Entities = entities
});
}
