public List <PreviewLabeledExampleDto> GetPreviewLabeledExamples(int _skip = 0, int _take = 500)
{
var results = new List <PreviewLabeledExampleDto>();
var response = this.httpClient.GetAsync($"{EndPoint}{this.luisAppId}/versions/{this.luisVersionId}/examples?skip={_skip}&take={_take}").Result;
if (response.IsSuccessStatusCode)
{
var resdata = response.Content.ReadAsStringAsync().Result;
var jsonResults = JsonConvert.DeserializeObject <JArray>(resdata);
foreach (var json in jsonResults)
{
var dto = new PreviewLabeledExampleDto(json);
results.Add(dto);
}
}
return(results);
}
public RobotBehavior(LuisResult luisResult, List <SynAppsIntentModel> synappsIntents, Dictionary <long, List <PredictionIntentModel> > _predictions = null, Dictionary <string, List <PredictionEntityModel> > _predictionEntities = null)
{
this.IntentName = None;
this.Score = 0.0;
this.FreeAction = ErrorAction;
this.LinkedEntities = None;
this.LuisEntities = new List <string>();
this.IsContinues = false;
if (luisResult != null && luisResult.TopScoringIntent != null)
{
this.ExampleText = luisResult.OriginalQuery;
this.IntentName = luisResult.TopScoringIntent.Name;
this.Score = luisResult.TopScoringIntent.Score;
var entities = luisResult.GetAllEntities();
var entityValues = entities.Select(entity => ToNarrow(Regex.Replace(Regex.Replace(entity.Value, " ", "", RegexOptions.Singleline), " ", "", RegexOptions.Singleline)));
this.LuisEntities = entityValues.ToList();
var targetsWithEntities = synappsIntents.Where(intent =>
intent.Name == this.IntentName &&
entityValues.Any(Regex.Replace(ToNarrow(intent.Entity.ToLower()), " ", "", RegexOptions.Singleline).Split(',').Contains)
).ToList();
targetsWithEntities = targetsWithEntities.OrderByDescending(intent =>
entityValues.Count(intent.Entity.Split(',').Contains)
).ThenBy(intent =>
intent.Entity.Split(',').Count()
).ToList();
var resultWithEntities = getLinkedAction(targetsWithEntities, entities);
if (resultWithEntities.Status == Status.Success)
{
this.FreeAction = resultWithEntities.FreeAction;
this.LinkedEntities = resultWithEntities.LinkedEntities;
}
else
{
var targets = synappsIntents.Where(intent =>
intent.Name == this.IntentName &&
intent.Entity == ""
).ToList();
var result = getLinkedAction(targets, entities);
if (result.Status == Status.Success)
{
this.FreeAction = result.FreeAction;
this.LinkedEntities = result.LinkedEntities;
}
else
{
var preview = new PreviewLabeledExampleDto();
preview.IntentLabel = this.IntentName;
var entityLabels = new List <PredictionEntityDto>();
foreach (var e in entities)
{
var entityLabel = new PredictionEntityDto();
entityLabel.EntityName = e.Name;
entityLabel.EntityValue = e.Value;
entityLabels.Add(entityLabel);
}
preview.EntityLabels = entityLabels;
this.FreeAction = Predictions(preview, _predictions, _predictionEntities, targetsWithEntities) ?? this.FreeAction;
this.LinkedEntities = result.LinkedEntities;
}
}
string talk = "";
this.IsContinues = (bool)(this.FreeAction["IsContinuance"] ?? false);
if (this.IsContinues)
{
talk = (this.FreeAction["Talk1"] ?? "").ToString();
}
else
{
talk = (this.FreeAction["Talk"] ?? "").ToString();
}
if (talk != "")
{
talk = Regex.Replace(talk, "\\\\rspd=.+?\\\\", "", RegexOptions.Singleline);
talk = Regex.Replace(talk, "\\\\vct=.+?\\\\", "", RegexOptions.Singleline);
this.NaturalTalkText = talk.Trim();
}
}
}
private JObject Predictions(PreviewLabeledExampleDto _dto, Dictionary <long, List <PredictionIntentModel> > _predictions, Dictionary <string, List <PredictionEntityModel> > _predictionEntities, List <SynAppsIntentModel> _targets)
{
if (_predictions == null || _predictions.Count == 0 || _targets == null || _targets.Count == 0)
{
return(null);
}
var isEnough = true;
var candidates = new List <long>();
foreach (var e in _dto.EntityLabels)
{
var pairs = _predictions.Where(pair => pair.Value.Any(entity => entity.EntityValue == e.EntityValue));
if (pairs.Count() > 0)
{
foreach (var p in pairs)
{
candidates.Add(p.Key);
}
}
else
{
isEnough = false;
break;
}
}
if (!isEnough || candidates.Count == 0)
{
return(null);
}
var g = _predictions.Where(pair => candidates.Contains(pair.Key));
var gg = g.Where(pair => pair.Value.Count == g.Max(p => p.Value.Count));
var i = 1;
var freeAction = new JObject();
freeAction["IsContinuance"] = true;
var questions = new List <List <string> >();
foreach (var v in gg.First().Value)
{
var q = _predictionEntities[v.EntityName].Select(p => p.EntityValue).Distinct();
freeAction[$"Talk{i}"] = $"{v.EntityName} は何ですか？";
freeAction[$"Question{i}"] = JArray.FromObject(q);
questions.Add(q.ToList <string>());
i++;
}
freeAction["Answers"] = new JObject();
foreach (var t in _targets)
{
var selected = new List <string>();
var answerKey = "";
foreach (var q in questions)
{
var entities = t.Entity.Split(',').Where(e => !selected.Contains(e));
foreach (var e in entities)
{
var ee = Regex.Replace(ToNarrow(e.ToLower()), " ", "", RegexOptions.Singleline);
if (q.Contains(ee))
{
answerKey += ee;
selected.Add(e);
}
}
}
var answer = JsonConvert.DeserializeObject <JObject>(t.ReactionBody);
freeAction["Answers"][answerKey] = answer["Talk"];
}
return(freeAction);
}