public async Task <RecognizerResult> RecognizeAsync(ITurnContext turnContext, CancellationToken cancellationToken)
{
// Process only messages
if (turnContext.Activity.Type != ActivityTypes.Message)
{
return(await Task.FromResult(new RecognizerResult()
{
Text = turnContext.Activity.Text
}));
}
// Identify matched intents
var utterance = turnContext.Activity.Text ?? string.Empty;
var result = new RecognizerResult()
{
Text = utterance,
Intents = new Dictionary <string, IntentScore>(),
};
var entities = new Dictionary <string, List <string> >();
foreach (var intentPattern in this.Intents)
{
var matches = intentPattern.Regex.Matches(utterance);
if (matches.Count > 0)
{
// TODO length weighted match and multiple intents
var intentKey = intentPattern.Intent.Replace(" ", "_");
if (!result.Intents.ContainsKey(intentKey))
{
result.Intents.Add(intentKey, new IntentScore()
{
Score = 1.0
});
}
// Check for named capture groups
// only if we have a value and the name is not a number "0"
foreach (var groupName in intentPattern.Regex.GetGroupNames().Where(name => name.Length > 1))
{
foreach (var match in matches.Cast <Match>())
{
var group = (Group)match.Groups[groupName];
if (group.Success)
{
List <string> values;
if (!entities.TryGetValue(groupName, out values))
{
values = new List <string>();
entities.Add(groupName, values);
}
values.Add(group.Value);
}
}
}
// found
break;
}
}
if (this.Entities != null)
{
EntityRecognizerSet entitySet = new EntityRecognizerSet(this.Entities);
IList <Entity> entities2 = new List <Entity>();
entities2 = await entitySet.RecognizeEntities(turnContext, entities2).ConfigureAwait(false);
foreach (var entity in entities2)
{
if (!entities.TryGetValue(entity.Type, out List <string> values))
{
values = new List <string>();
entities[entity.Type] = values;
}
values.Add((string)entity.Properties["Text"]);
}
}
result.Entities = JObject.FromObject(entities);
// if no match return None intent
if (!result.Intents.Keys.Any())
{
result.Intents.Add("None", new IntentScore()
{
Score = 1.0
});
}
return(result);
}
public override async Task <RecognizerResult> RecognizeAsync(DialogContext dialogContext, Activity activity, CancellationToken cancellationToken, Dictionary <string, string> telemetryProperties = null, Dictionary <string, double> telemetryMetrics = null)
{
// Identify matched intents
var text = activity.Text ?? string.Empty;
var locale = activity.Locale ?? "en-us";
var recognizerResult = new RecognizerResult()
{
Text = text,
Intents = new Dictionary <string, IntentScore>(),
};
// add entities from regexrecgonizer to the entities pool
var entityPool = new List <Entity>();
var textEntity = new TextEntity(text);
textEntity.Properties["start"] = 0;
textEntity.Properties["end"] = text.Length;
textEntity.Properties["score"] = 1.0;
entityPool.Add(textEntity);
foreach (var intentPattern in this.Intents)
{
var matches = intentPattern.Regex.Matches(text);
if (matches.Count > 0)
{
// TODO length weighted match and multiple intents
var intentKey = intentPattern.Intent.Replace(" ", "_");
if (!recognizerResult.Intents.ContainsKey(intentKey))
{
recognizerResult.Intents.Add(intentKey, new IntentScore()
{
Score = 1.0,
Properties = new Dictionary <string, object>()
{
{ "pattern", intentPattern.Pattern }
}
});
}
// Check for named capture groups
// only if we have a value and the name is not a number "0"
foreach (var groupName in intentPattern.Regex.GetGroupNames().Where(name => name.Length > 1))
{
foreach (var match in matches.Cast <Match>())
{
var group = (Group)match.Groups[groupName];
if (group.Success)
{
// add as entity to entity pool
Entity entity = new Entity(groupName);
entity.Properties["text"] = group.Value;
entity.Properties["start"] = group.Index;
entity.Properties["end"] = group.Index + group.Length;
entityPool.Add(entity);
}
}
}
// found
break;
}
}
if (this.Entities != null)
{
// process entities using EntityRecognizerSet
var entitySet = new EntityRecognizerSet(this.Entities);
var newEntities = await entitySet.RecognizeEntitiesAsync(dialogContext, text, locale, entityPool).ConfigureAwait(false);
if (newEntities.Any())
{
entityPool.AddRange(newEntities);
}
}
// map entityPool of Entity objects => RecognizerResult entity format
recognizerResult.Entities = new JObject();
foreach (var entityResult in entityPool)
{
// add value
JToken values;
if (!recognizerResult.Entities.TryGetValue(entityResult.Type, StringComparison.OrdinalIgnoreCase, out values))
{
values = new JArray();
recognizerResult.Entities[entityResult.Type] = values;
}
// The Entity type names are not consistent, map everything to camelcase so we can process them cleaner.
dynamic entity = JObject.FromObject(entityResult);
((JArray)values).Add(entity.text);
// get/create $instance
JToken instanceRoot;
if (!recognizerResult.Entities.TryGetValue("$instance", StringComparison.OrdinalIgnoreCase, out instanceRoot))
{
instanceRoot = new JObject();
recognizerResult.Entities["$instance"] = instanceRoot;
}
// add instanceData
JToken instanceData;
if (!((JObject)instanceRoot).TryGetValue(entityResult.Type, StringComparison.OrdinalIgnoreCase, out instanceData))
{
instanceData = new JArray();
instanceRoot[entityResult.Type] = instanceData;
}
dynamic instance = new JObject();
instance.startIndex = entity.start;
instance.endIndex = entity.end;
instance.score = (double)1.0;
instance.text = entity.text;
instance.type = entity.type;
instance.resolution = entity.resolution;
((JArray)instanceData).Add(instance);
}
// if no match return None intent
if (!recognizerResult.Intents.Keys.Any())
{
recognizerResult.Intents.Add("None", new IntentScore()
{
Score = 1.0
});
}
await dialogContext.Context.TraceActivityAsync(nameof(RegexRecognizer), JObject.FromObject(recognizerResult), "RecognizerResult", "Regex RecognizerResult", cancellationToken).ConfigureAwait(false);
this.TrackRecognizerResult(dialogContext, "RegexRecognizerResult", this.FillRecognizerResultTelemetryProperties(recognizerResult, telemetryProperties), telemetryMetrics);
return(recognizerResult);
}
public override async Task <RecognizerResult> RecognizeAsync(DialogContext dialogContext, string text, string locale, CancellationToken cancellationToken)
{
// Identify matched intents
text = text ?? string.Empty;
var result = new RecognizerResult()
{
Text = text,
Intents = new Dictionary <string, IntentScore>(),
};
var entities = new JObject();
foreach (var intentPattern in this.Intents)
{
var matches = intentPattern.Regex.Matches(text);
if (matches.Count > 0)
{
// TODO length weighted match and multiple intents
var intentKey = intentPattern.Intent.Replace(" ", "_");
if (!result.Intents.ContainsKey(intentKey))
{
result.Intents.Add(intentKey, new IntentScore()
{
Score = 1.0
});
}
// Check for named capture groups
// only if we have a value and the name is not a number "0"
foreach (var groupName in intentPattern.Regex.GetGroupNames().Where(name => name.Length > 1))
{
foreach (var match in matches.Cast <Match>())
{
var group = (Group)match.Groups[groupName];
if (group.Success)
{
JToken values;
if (!entities.TryGetValue(groupName, out values))
{
values = new JArray();
entities.Add(groupName, values);
}
((JArray)values).Add(group.Value);
// get/create $instance
JToken instanceRoot;
if (!entities.TryGetValue("$instance", StringComparison.OrdinalIgnoreCase, out instanceRoot))
{
instanceRoot = new JObject();
entities["$instance"] = instanceRoot;
}
// add instanceData
JToken instanceData;
if (!((JObject)instanceRoot).TryGetValue(groupName, StringComparison.OrdinalIgnoreCase, out instanceData))
{
instanceData = new JArray();
instanceRoot[groupName] = instanceData;
}
dynamic instance = new JObject();
instance.startIndex = group.Index;
instance.endIndex = group.Index + group.Length;
instance.score = (double)1.0;
instance.text = (string)group.Value;
instance.type = groupName;
((JArray)instanceData).Add(instance);
}
}
}
// found
break;
}
}
if (this.Entities != null)
{
EntityRecognizerSet entitySet = new EntityRecognizerSet(this.Entities);
IList <Entity> entities2 = new List <Entity>();
entities2 = await entitySet.RecognizeEntities(dialogContext, text, locale, entities2).ConfigureAwait(false);
foreach (var entity in entities2)
{
// add value
JToken values;
if (!entities.TryGetValue(entity.Type, StringComparison.OrdinalIgnoreCase, out values))
{
values = new JArray();
entities[entity.Type] = values;
}
((JArray)values).Add((string)entity.Properties["Text"]);
// get/create $instance
JToken instanceRoot;
if (!entities.TryGetValue("$instance", StringComparison.OrdinalIgnoreCase, out instanceRoot))
{
instanceRoot = new JObject();
entities["$instance"] = instanceRoot;
}
// add instanceData
JToken instanceData;
if (!((JObject)instanceRoot).TryGetValue(entity.Type, StringComparison.OrdinalIgnoreCase, out instanceData))
{
instanceData = new JArray();
instanceRoot[entity.Type] = instanceData;
}
dynamic instance = new JObject();
instance.startIndex = entity.Properties["Start"];
instance.endIndex = entity.Properties["End"];
instance.score = (double)1.0;
instance.text = (string)entity.Properties["Text"];
instance.type = entity.Type;
instance.resolution = entity.Properties["Resolution"];
((JArray)instanceData).Add(instance);
}
}
result.Entities = JObject.FromObject(entities);
// if no match return None intent
if (!result.Intents.Keys.Any())
{
result.Intents.Add("None", new IntentScore()
{
Score = 1.0
});
}
return(result);
}
