public static async Task <double> ProcessSentiment(List <string> messages)
{
var client = new HttpClient();
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", azureApiKey);
client.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
var payload = new RequestModelSentiment();
int i = 0;
foreach (var m in messages)
{
payload.documents.Add(new RequestDocument
{
id = i,
text = m
});
i++;
}
var response = await client.PostAsync("https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0/sentiment", new StringContent(Newtonsoft.Json.JsonConvert.SerializeObject(payload), System.Text.Encoding.UTF8, "application/json"));
var text = await response.Content.ReadAsStringAsync();
var decoded = JsonConvert.DeserializeObject <ResponseModelSentiment>(text);
if (decoded.statusCode != "200" && decoded.statusCode != null)
{
throw new Exception("failed request " + decoded.statusCode);
}
double average = 0;
foreach (var doc in decoded.documents)
{
average += doc.score;
}
average = average / decoded.documents.Count();
return(average - 0.5);
}
public static async Task <String> ProcessLanguage(List <string> messages)
{
return("EN");
var client = new HttpClient();
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", azureApiKey);
client.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
var payload = new RequestModelSentiment();
int i = 0;
var doc = new RequestDocument
{
id = i,
text = ""
};
foreach (var m in messages)
{
doc.text = doc.text + " " + m;
}
payload.documents.Add(doc);
var response = await client.PostAsync("https://westus.api.cognitive.microsoft.com/text/analytics/v2.0/languages", new StringContent(Newtonsoft.Json.JsonConvert.SerializeObject(payload), System.Text.Encoding.UTF8, "application/json"));
var text = await response.Content.ReadAsStringAsync();
var decoded = JsonConvert.DeserializeObject <ResponseModelLanguage>(text);
if (decoded.statusCode != "200" && decoded.statusCode != null)
{
throw new Exception("failed request " + decoded.statusCode);
}
throw new NotImplementedException();
}
public static async Task <List <ResponseEntities> > ProcessLinkedEntities(List <string> messages)
{
var client = new HttpClient();
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", azureApiKey);
client.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
var payload = new RequestModelSentiment();
int i = 0;
foreach (var m in messages)
{
payload.documents.Add(new RequestDocument
{
id = i,
language = "en",
text = m
});
i++;
}
var response = await client.PostAsync("https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0/entities", new StringContent(Newtonsoft.Json.JsonConvert.SerializeObject(payload), System.Text.Encoding.UTF8, "application/json"));
var text = await response.Content.ReadAsStringAsync();
var decoded = JsonConvert.DeserializeObject <ResponseModelSentiment>(text);
if (decoded.statusCode != "200" && decoded.statusCode != null)
{
throw new Exception("failed request " + decoded.statusCode);
}
var proc = decoded.documents.Select(x => x.entities).SelectMany(y => y).ToList();
return(proc);
}
