public static async Task AnalyzeLanguageAsync(string id, string text)
{
var document = new Document()
{
Id = id,
Text = text
};
var client = new LanguageClient(Constants.ApiKey)
{
Url = "https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0/languages"
};
var request = new LanguageRequest();
request.Documents.Add(document);
try
{
var response = await client.GetLanguagesAsync(request);
foreach (var doc in response.Documents)
{
foreach (var language in doc.DetectedLanguages)
{
Console.WriteLine("The language is: {0} and the confidence is: {1}%", language.Name, language.Score * 100);
}
}
}
catch (Exception ex)
{
throw ex;
}
}
private async void Analyze_Text(object sender, RoutedEventArgs e)
{
this.LanguageName = "";
this.Confidence = "";
try
{
var document = new Document()
{
Id = Guid.NewGuid().ToString(), Text = this.InputText
};
var request = new LanguageRequest();
request.Documents.Add(document);
MainWindow mainWindow = Window.GetWindow(this) as MainWindow;
var client = new LanguageClient(mainWindow._scenariosControl.SubscriptionKey);
MainWindow.Log("Request: Identifying language.");
var response = await client.GetLanguagesAsync(request);
MainWindow.Log("Response: Success. Language identified.");
this.LanguageName = string.Format("{0} ({1})", response.Documents[0].DetectedLanguages[0].Name, response.Documents[0].DetectedLanguages[0].Iso639Name);
var confidence = response.Documents[0].DetectedLanguages[0].Score * 100;
this.Confidence = string.Format("{0}%", confidence);
}
catch (Exception ex)
{
MainWindow.Log(ex.Message);
}
}
async Task ExecuteCheckTextAnalyticsApiCommand()
{
if (IsBusy)
{
return;
}
IsBusy = true;
try
{
LanguageClient languageClient = new LanguageClient(ApiKeys.TextAnalyticsApiKey);
languageClient.Url = "https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0/languages";
LanguageRequest lr = new LanguageRequest();
lr.Documents.Add(new Document()
{
Id = Guid.NewGuid().ToString(),
Text = TextAnalyticsText
});
var lrResult = await languageClient.GetLanguagesAsync(lr);
var language = lrResult.Documents.First().DetectedLanguages.First().Name;
var languageCode = lrResult.Documents.First().DetectedLanguages.First().Iso639Name;
SentimentClient textClient = new SentimentClient(ApiKeys.TextAnalyticsApiKey);
textClient.Url = "https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0/sentiment";
SentimentRequest sr = new SentimentRequest();
sr.Documents.Add(new SentimentDocument()
{
Id = Guid.NewGuid().ToString(),
Text = TextAnalyticsText,
Language = languageCode
});
var result = await textClient.GetSentimentAsync(sr);
TextAnalyticsResult = $"Language: {language}, Sentiment Score: {result.Documents.First().Score}";
}
catch (Exception ex)
{
Debug.WriteLine(ex);
}
finally
{
IsBusy = false;
}
}
private static async Task RunLanguageIdentification()
{
Console.ForegroundColor = ConsoleColor.Cyan;
Console.WriteLine("Begining language identification ({0})", DateTime.Now.ToString());
foreach (var conversation in conversations)
{
var client = new LanguageClient(textAnalyticsApiKey);
foreach (var message in conversation.Messages)
{
try
{
var document = new Document()
{
Id = message.Id.ToString(),
Text = message.Text
};
var request = new LanguageRequest();
request.Documents.Add(document);
var response = await client.GetLanguagesAsync(request);
message.Metadata.LanguageName = response.Documents[0].DetectedLanguages[0].Iso639Name;
message.Metadata.LanguageConfidenceScore = response.Documents[0].DetectedLanguages[0].Score;
Console.Write("Conversation {0} | Message {1} | Language {2}", conversation.Id, message.Id, message.Metadata.LanguageName);
}
catch (Exception ex)
{
Console.ForegroundColor = ConsoleColor.Red;
Console.WriteLine();
Console.WriteLine("Exception encountered ({0})", DateTime.Now.ToString());
Console.WriteLine("Conversation {0} | Message {1}", conversation.Id, message.Id);
Console.WriteLine(ex.Message);
}
}
Console.WriteLine("Language identification complete ({0})", DateTime.Now.ToString());
Console.WriteLine();
}
}
private async Task <string> GetLanguage(string text)
{
var document = new Document()
{
Id = Guid.NewGuid().ToString(), Text = text
};
var request = new LanguageRequest();
request.Documents.Add(document);
var client = new LanguageClient(_subKey)
{
Url = ConfigurationManager.AppSettings["TextSentimentServiceUrl"] + "/languages"
};
var response = await client.GetLanguagesAsync(request);
return(response.Documents[0].DetectedLanguages[0].Iso639Name);
}
private static async Task HandleLanguageEvaluation(Activity activity)
{
var document = new Document()
{
Id = Guid.NewGuid().ToString(),
Text = activity.Text
};
var languageRequest = new LanguageRequest();
languageRequest.Documents.Add(document);
var languageClient = new LanguageClient(_configuration.LanguageApiKey);
var connector = new ConnectorClient(new Uri(activity.ServiceUrl));
try
{
var languageResponse = await languageClient.GetLanguagesAsync(languageRequest);
foreach (var doc in languageResponse.Documents)
{
var lang = doc.DetectedLanguages
.Where(l => l.Score > _configuration.MinimumLanguageConfidence)
.Where(l => !l.Name.Equals(_configuration.PreferredLanguage, StringComparison.InvariantCultureIgnoreCase))
.Select(l => l.Name.Replace('_', ' '))
.ToList();
if (lang != null && lang.Any())
{
var candidates = String.Join(", or ", lang);
var reply = activity.CreateReply($"That looks like {candidates}, please use {_configuration.PreferredLanguage} in this channel.");
await connector.Conversations.ReplyToActivityAsync(reply);
}
}
}
catch (Exception ex)
{
await connector.Conversations.ReplyToActivityAsync(activity.CreateReply($"{ex.Message}"));
}
}
private async Task <string> GetLanguage()
{
var document = new Document()
{
Id = Guid.NewGuid().ToString(), Text = this.InputText
};
var request = new LanguageRequest();
request.Documents.Add(document);
MainWindow mainWindow = Window.GetWindow(this) as MainWindow;
var client = new LanguageClient(mainWindow._scenariosControl.SubscriptionKey);
MainWindow.Log("Request: Identifying language.");
var response = await client.GetLanguagesAsync(request);
MainWindow.Log("Response: Success. Language identified.");
return(response.Documents[0].DetectedLanguages[0].Iso639Name);
}
static async Task MainAsync()
{
var apiKey = "YOUR-TEXT-ANALYTICS-API-SUBSCRIPTION-KEY";
var document = new Document()
{
Id = "YOUR-UNIQUE-ID",
Text = "YOUR-TEXT"
};
var client = new LanguageClient(apiKey);
var request = new LanguageRequest();
request.Documents.Add(document);
try
{
var response = await client.GetLanguagesAsync(request);
foreach (var doc in response.Documents)
{
Console.WriteLine("Document Id: {0}", doc.Id);
foreach (var lang in doc.DetectedLanguages)
{
Console.WriteLine("--Language: {0}({1})", lang.Name, lang.Iso639Name);
Console.WriteLine("--Confidence: {0}%", (lang.Score * 100));
}
}
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
Console.WriteLine();
Console.WriteLine("Press any key to exit...");
Console.ReadLine();
}
