/// <summary>
/// Classifies text using IntentGateway and commonchat classifiers and combines the results
/// </summary>
/// <param name="intentGatewayService">Intent Gateway Service to use for classification</param>
/// <param name="threshold">minimum threshold to be considered a valid classification</param>
/// <param name="message">text to classify</param>
/// <param name="ignoreCache">Flag to ignore the cached result for the phrase if available</param>
/// <param name="classifierData">Data to pass to the intent gateway classifier</param>
/// <param name="allowSmsClassifications">Set to true to allow classifications specific to SMS channel (ex: commonchat-Stop)</param>
/// <returns></returns>
public async Task <ClassificationResults> ClassifyAsync(IntentGatewayService intentGatewayService, double threshold, string message, bool ignoreCache, object classifierData, bool allowSmsClassifications)
{
return(await ClassifyAsync(IntentGatewayCategory, intentGatewayService, threshold, message, ignoreCache, classifierData, allowSmsClassifications));
}
async Task <ClassificationResults> ClassifyAsync(string classifiers, IntentGatewayService intentGatewayService, double threshold, string message, bool ignoreCache, object classifierData, bool allowSmsClassifications)
{
if (String.IsNullOrEmpty(message))
{
return(new ClassificationResults(0.0));
}
string hash = CreateHashValue(message, classifiers, threshold, classifierData);
if (!ignoreCache)
{
var cacheResult = CheckCacheResult(message, hash);
if (cacheResult != null)
{
return(cacheResult);
}
}
if (String.IsNullOrEmpty(classifiers))
{
classifiers = "main";
}
List <Task> tasks = new List <Task>();
Task <ClassificationResponse[]> classifyTask = null;
if (classifiers == IntentGatewayCategory)
{
classifyTask = intentGatewayService.Classify(classifierData);
}
else if (classifiers != CommonChatCategory)
{
classifyTask = InternalClassify(classifiers, message, threshold);
}
var commonTask = CheckForCommonChat(message, allowSmsClassifications);
tasks.Add(commonTask);
if (classifyTask != null)
{
tasks.Add(classifyTask);
}
await Task.WhenAll(tasks);
var response = classifyTask?.Result;
var commonResponse = commonTask.Result;
ClassificationResults results = new ClassificationResults(threshold)
{
ClassifierResults = response,
CommonChatResults = commonResponse
};
await UpdateReasons(results.TopResults);
if (!ignoreCache && memcacheService != null && (response?.Length > 0) && (commonResponse?.Length > 0))
{
memcacheService.SaveObject(hash, results, ChatConfiguration.ClassificationCacheTimeoutSeconds);
}
return(results);
}
