private async Task <RecognizerResult> RecognizeInternalAsync(ITurnContext turnContext, LuisPredictionOptions predictionOptions, Dictionary <string, string> telemetryProperties, Dictionary <string, double> telemetryMetrics, CancellationToken cancellationToken)
{
var luisPredictionOptions = predictionOptions == null ? _options : MergeDefaultOptionsWithProvidedOptions(_options, predictionOptions);
BotAssert.ContextNotNull(turnContext);
if (turnContext.Activity.Type != ActivityTypes.Message)
{
return(null);
}
var utterance = turnContext.Activity?.AsMessageActivity()?.Text;
RecognizerResult recognizerResult;
LuisResult luisResult = null;
if (string.IsNullOrWhiteSpace(utterance))
{
recognizerResult = new RecognizerResult
{
Text = utterance,
Intents = new Dictionary <string, IntentScore>()
{
{ string.Empty, new IntentScore()
{
Score = 1.0
} }
},
Entities = new JObject(),
};
}
else
{
luisResult = await _runtime.Prediction.ResolveAsync(
_application.ApplicationId,
utterance,
timezoneOffset: luisPredictionOptions.TimezoneOffset,
verbose: luisPredictionOptions.IncludeAllIntents,
staging: luisPredictionOptions.Staging,
spellCheck: luisPredictionOptions.SpellCheck,
bingSpellCheckSubscriptionKey : luisPredictionOptions.BingSpellCheckSubscriptionKey,
log : luisPredictionOptions.Log ?? true,
cancellationToken : cancellationToken).ConfigureAwait(false);
recognizerResult = new RecognizerResult
{
Text = utterance,
AlteredText = luisResult.AlteredQuery,
Intents = LuisUtil.GetIntents(luisResult),
Entities = LuisUtil.ExtractEntitiesAndMetadata(luisResult.Entities, luisResult.CompositeEntities, luisPredictionOptions.IncludeInstanceData ?? true, utterance),
};
LuisUtil.AddProperties(luisResult, recognizerResult);
if (_includeApiResults)
{
recognizerResult.Properties.Add("luisResult", luisResult);
}
}
// Log telemetry
await OnRecognizerResultAsync(recognizerResult, turnContext, telemetryProperties, telemetryMetrics, cancellationToken).ConfigureAwait(false);
var traceInfo = JObject.FromObject(
new
{
recognizerResult,
luisModel = new
{
ModelID = _application.ApplicationId,
},
luisOptions = luisPredictionOptions,
luisResult,
});
await turnContext.TraceActivityAsync("LuisRecognizer", traceInfo, LuisTraceType, LuisTraceLabel, cancellationToken).ConfigureAwait(false);
return(recognizerResult);
}
internal override async Task <RecognizerResult> RecognizeInternalAsync(ITurnContext turnContext, HttpClient httpClient, CancellationToken cancellationToken)
{
BotAssert.ContextNotNull(turnContext);
if (turnContext.Activity == null || turnContext.Activity.Type != ActivityTypes.Message)
{
return(null);
}
var utterance = turnContext.Activity?.AsMessageActivity()?.Text;
RecognizerResult recognizerResult;
LuisResult luisResult = null;
if (string.IsNullOrWhiteSpace(utterance))
{
recognizerResult = new RecognizerResult
{
Text = utterance,
Intents = new Dictionary <string, IntentScore>()
{
{ string.Empty, new IntentScore()
{
Score = 1.0
} }
},
Entities = new JObject(),
};
}
else
{
var credentials = new ApiKeyServiceClientCredentials(Application.EndpointKey);
var runtime = new LUISRuntimeClient(credentials, httpClient, false)
{
Endpoint = Application.Endpoint,
};
luisResult = await runtime.Prediction.ResolveAsync(
Application.ApplicationId,
utterance,
timezoneOffset : PredictionOptions.TimezoneOffset,
verbose : PredictionOptions.IncludeAllIntents,
staging : PredictionOptions.Staging,
spellCheck : PredictionOptions.SpellCheck,
bingSpellCheckSubscriptionKey : PredictionOptions.BingSpellCheckSubscriptionKey,
log : PredictionOptions.Log ?? true,
cancellationToken : cancellationToken).ConfigureAwait(false);
recognizerResult = new RecognizerResult
{
Text = utterance,
AlteredText = luisResult.AlteredQuery,
Intents = LuisUtil.GetIntents(luisResult),
Entities = LuisUtil.ExtractEntitiesAndMetadata(luisResult.Entities, luisResult.CompositeEntities, PredictionOptions.IncludeInstanceData ?? true, utterance),
};
LuisUtil.AddProperties(luisResult, recognizerResult);
if (IncludeAPIResults)
{
recognizerResult.Properties.Add("luisResult", luisResult);
}
}
var traceInfo = JObject.FromObject(
new
{
recognizerResult,
luisModel = new
{
ModelID = Application.ApplicationId,
},
luisOptions = PredictionOptions,
luisResult,
});
await turnContext.TraceActivityAsync("LuisRecognizer", traceInfo, LuisTraceType, LuisTraceLabel, cancellationToken).ConfigureAwait(false);
return(recognizerResult);
}
private async Task <RecognizerResult> RecognizeInternalAsync(ITurnContext turnContext, LuisPredictionOptions predictionOptions, Dictionary <string, string> telemetryProperties, Dictionary <string, double> telemetryMetrics, CancellationToken cancellationToken)
{
BotAssert.ContextNotNull(turnContext);
if (turnContext.Activity.Type != ActivityTypes.Message)
{
return(null);
}
var options = predictionOptions ?? _predictionOptions;
var utterance = turnContext.Activity?.AsMessageActivity()?.Text;
RecognizerResult recognizerResult;
JObject luisResponse = null;
if (string.IsNullOrWhiteSpace(utterance))
{
recognizerResult = new RecognizerResult
{
Text = utterance,
Intents = new Dictionary <string, IntentScore>()
{
{ string.Empty, new IntentScore()
{
Score = 1.0
} }
},
Entities = new JObject(),
};
}
else
{
var uri = new UriBuilder(_application.Endpoint);
// TODO: When the endpoint GAs, we will need to change this. I could make it an option, but other code is likely to need to change.
uri.Path += $"luis/v3.0-preview/apps/{_application.ApplicationId}";
var query = AddParam(null, "verbose", options.IncludeInstanceData);
query = AddParam(query, "log", options.Log);
query = AddParam(query, "show-all-intents", options.IncludeAllIntents);
uri.Query = query;
var content = new JObject
{
{ "query", utterance },
};
var queryOptions = new JObject
{
{ "overridePredictions", options.PreferExternalEntities },
};
content.Add("options", queryOptions);
var settings = new JsonSerializerSettings {
NullValueHandling = NullValueHandling.Ignore
};
if (options.DynamicLists != null)
{
foreach (var list in options.DynamicLists)
{
list.Validate();
}
content.Add("dynamicLists", (JArray)JsonConvert.DeserializeObject(JsonConvert.SerializeObject(options.DynamicLists, settings)));
}
if (options.ExternalEntities != null)
{
foreach (var entity in options.ExternalEntities)
{
entity.Validate();
}
content.Add("externalEntities", (JArray)JsonConvert.DeserializeObject(JsonConvert.SerializeObject(options.ExternalEntities, settings)));
}
if (options.Version == null)
{
uri.Path += $"/slots/{options.Slot}/predict";
}
else
{
uri.Path += $"/versions/{options.Version}/predict";
}
var response = await DefaultHttpClient.PostAsync(uri.Uri, new StringContent(content.ToString(), System.Text.Encoding.UTF8, "application/json")).ConfigureAwait(false);
response.EnsureSuccessStatusCode();
luisResponse = (JObject)JsonConvert.DeserializeObject(await response.Content.ReadAsStringAsync().ConfigureAwait(false));
var prediction = (JObject)luisResponse["prediction"];
recognizerResult = new RecognizerResult
{
Text = utterance,
AlteredText = prediction["alteredQuery"]?.Value <string>(),
Intents = LuisUtil.GetIntents(prediction),
Entities = LuisUtil.ExtractEntitiesAndMetadata(prediction),
};
LuisUtil.AddProperties(prediction, recognizerResult);
if (options.IncludeAPIResults)
{
recognizerResult.Properties.Add("luisResult", luisResponse);
}
}
// Log telemetry
OnRecognizerResult(recognizerResult, turnContext, telemetryProperties, telemetryMetrics);
var traceInfo = JObject.FromObject(
new
{
recognizerResult,
luisModel = new
{
ModelID = _application.ApplicationId,
},
luisOptions = options,
luisResult = luisResponse,
});
await turnContext.TraceActivityAsync("LuisRecognizer", traceInfo, LuisTraceType, LuisTraceLabel, cancellationToken).ConfigureAwait(false);
return(recognizerResult);
}