static async Task <bool> GetGroupTopics(byte[] data, YammerGroup group)
{
group.Topics = new List <Topic>();
HttpClient cli = new HttpClient();
cli.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", TextAnalyticsKey);
var response = await cli.PostAsync(
"https://westus.api.cognitive.microsoft.com/text/analytics/v2.0/Topics/?minDocumentsPerWord=5",
new ByteArrayContent(data));
var OperationLocation = response.Headers.GetValues("Operation-Location").First();
while (true)//should implement timeout
{
JObject documents =
JObject.Parse(await GetTopicResult(cli, OperationLocation));
string status = documents["status"].ToString().ToLowerInvariant();
if (status == "succeeded")
{
JArray topics = JArray.Parse(
documents["operationProcessingResult"]["topics"].ToString());
foreach (var topic in topics)
{
group.Topics.Add(new Topic
{
Label = topic["keyPhrase"].ToString(),
Score = Convert.ToDouble(topic["score"])
});
}
return(true);
}
else if (status == "failed")
{
return(false);
}
else
{
Thread.Sleep(60000);
}
}
}
static async void MainAsync(string[] args)
{
YammerGroup group = new YammerGroup();
//retrieving the conversations of a given group
List <YammerMessage> messages = GetYammerMessages(YammerGroupId);
//preparing dataset for APIs
byte[] data = GetAPIData(messages);
//performing the keyPhrase analysis against the Yammer messages
await KeyPhraseOrSentiment(data, messages);
//performing the sentiment analysis against the Yammer messages
await KeyPhraseOrSentiment(data, messages, true);
group.Messages = messages;
//retrieving the images of that group
List <YammerImageFile> files = await GetImageFiles(YammerGroupId);
await DonwloadAndAnalyzeYammerFile(files);
group.Files = files;
Console.WriteLine("---------------TOPIC DETECTION-----------------");
if (await GetGroupTopics(data, group))
{
var MostDiscussedTopics = group.Topics.OrderByDescending(t => t.Score).Take(5);
foreach (var MostDiscussedTopic in MostDiscussedTopics)
{
Console.WriteLine("{0} {1}",
MostDiscussedTopic.Score,
MostDiscussedTopic.Label);
}
}
else
{
Console.WriteLine("Toppic Detection failed");
}
Console.WriteLine("------------------SENSITIVE CONTENT---------------");
var TrickyImages = group.Files.Where(f => f.IsAdultContent == true || f.IsRacyContent == true);
foreach (var TrickyImage in TrickyImages)
{
Console.WriteLine("{0} {1}",
TrickyImage.Name,
(TrickyImage.Tags != null) ?
string.Join("/", TrickyImage.Tags) : String.Empty);
}
Console.WriteLine("----------------NEGATIVE MESSAGES--------------");
var NegativeMessages = group.Messages.Where(m => m.SentimentScore < 0.5).Take(5);
var PositiveMessages = group.Messages.Where(m => m.SentimentScore >= 0.5).Take(5);
foreach (var NegativeMessage in NegativeMessages)
{
Console.WriteLine("ID : {0} Score : {1} KP : {2}",
NegativeMessage.Id,
NegativeMessage.SentimentScore,
(NegativeMessage.KeyPhrases != null) ?
string.Join("/", NegativeMessage.KeyPhrases) : string.Empty);
}
Console.WriteLine("--------------POSITIVE MESSAGES--------------");
foreach (var PositiveMessage in PositiveMessages)
{
Console.WriteLine(
"ID : {0} Score : {1} KP : {2}",
PositiveMessage.Id,
PositiveMessage.SentimentScore,
(PositiveMessage.KeyPhrases != null) ?
string.Join("/", PositiveMessage.KeyPhrases):String.Empty);
}
}
