/// <summary>
/// The API returns a list of strings denoting the key talking points in the
/// input text.
/// We employ techniques from Microsoft Office's sophisticated
/// Natural Language Processing toolkit.
/// Currently, the following languages are supported: English,
/// German, Spanish and Japanese.
/// </summary>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <param name='subscriptionKey'>
/// subscription key in url
/// </param>
/// <param name='ocpApimSubscriptionKey'>
/// subscription key in header
/// </param>
/// <param name='multiLanguageBatchInputV2'>
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
public static async System.Threading.Tasks.Task<object> KeyPhrasesAsync(this IAzureMachineLearningTextAnalytics operations, string subscriptionKey = default(string), string ocpApimSubscriptionKey = default(string), MultiLanguageBatchInputV2 multiLanguageBatchInputV2 = default(MultiLanguageBatchInputV2), System.Threading.CancellationToken cancellationToken = default(System.Threading.CancellationToken))
{
using (var _result = await operations.KeyPhrasesWithHttpMessagesAsync(subscriptionKey, ocpApimSubscriptionKey, multiLanguageBatchInputV2, null, cancellationToken).ConfigureAwait(false))
{
return _result.Body;
}
}
/// <summary>
/// The API returns a list of strings denoting the key talking points in the
/// input text.
/// We employ techniques from Microsoft Office's sophisticated
/// Natural Language Processing toolkit.
/// Currently, the following languages are supported: English,
/// German, Spanish and Japanese.
/// </summary>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <param name='subscriptionKey'>
/// subscription key in url
/// </param>
/// <param name='ocpApimSubscriptionKey'>
/// subscription key in header
/// </param>
/// <param name='multiLanguageBatchInputV2'>
/// </param>
public static object KeyPhrases(this IAzureMachineLearningTextAnalytics operations, string subscriptionKey = default(string), string ocpApimSubscriptionKey = default(string), MultiLanguageBatchInputV2 multiLanguageBatchInputV2 = default(MultiLanguageBatchInputV2))
{
return System.Threading.Tasks.Task.Factory.StartNew(s => ((IAzureMachineLearningTextAnalytics)s).KeyPhrasesAsync(subscriptionKey, ocpApimSubscriptionKey, multiLanguageBatchInputV2), operations, System.Threading.CancellationToken.None, System.Threading.Tasks.TaskCreationOptions.None, System.Threading.Tasks.TaskScheduler.Default).Unwrap().GetAwaiter().GetResult();
}
/// <summary>
/// The API returns a numeric score between 0 and 1.
/// Scores close to 1 indicate positive sentiment, while
/// scores close to 0 indicate negative sentiment.
/// Sentiment score is generated using classification
/// techniques.
/// The input features to the classifier include n-grams,
/// features generated from part-of-speech tags, and word embeddings.
/// Currently, the following languages are supported:
/// English, Spanish, French, Portuguese.
/// </summary>
/// <param name='operations'>
/// Reference to the
/// CustomerFinderCognitiveServices.ICustomerFinderCognitiveServicesClient.
/// </param>
/// <param name='multiLanguageBatchInputV2'>
/// Optional.
/// </param>
public static object Sentiment(this ICustomerFinderCognitiveServicesClient operations, MultiLanguageBatchInputV2 multiLanguageBatchInputV2 = null)
{
return(Task.Factory.StartNew((object s) =>
{
return ((ICustomerFinderCognitiveServicesClient)s).SentimentAsync(multiLanguageBatchInputV2);
}
, operations, CancellationToken.None, TaskCreationOptions.None, TaskScheduler.Default).Unwrap().GetAwaiter().GetResult());
}
/// <summary>
/// The API returns a numeric score between 0 and 1.
/// Scores close to 1 indicate positive sentiment, while
/// scores close to 0 indicate negative sentiment.
/// Sentiment score is generated using classification
/// techniques.
/// The input features to the classifier include n-grams,
/// features generated from part-of-speech tags, and word embeddings.
/// Currently, the following languages are supported:
/// English, Spanish, French, Portuguese.
/// </summary>
/// <param name='operations'>
/// Reference to the
/// CustomerFinderCognitiveServices.ICustomerFinderCognitiveServicesClient.
/// </param>
/// <param name='multiLanguageBatchInputV2'>
/// Optional.
/// </param>
/// <param name='cancellationToken'>
/// Cancellation token.
/// </param>
public static async Task <object> SentimentAsync(this ICustomerFinderCognitiveServicesClient operations, MultiLanguageBatchInputV2 multiLanguageBatchInputV2 = null, CancellationToken cancellationToken = default(System.Threading.CancellationToken))
{
Microsoft.Rest.HttpOperationResponse <object> result = await operations.SentimentWithOperationResponseAsync(multiLanguageBatchInputV2, cancellationToken).ConfigureAwait(false);
return(result.Body);
}
/// <summary>
/// The API returns a numeric score between 0 and 1.
/// Scores close to 1 indicate positive sentiment, while
/// scores close to 0 indicate negative sentiment.
/// Sentiment score is generated using classification
/// techniques.
/// The input features to the classifier include n-grams,
/// features generated from part-of-speech tags, and word embeddings.
/// Currently, the following languages are supported:
/// English, Spanish, French, Portuguese.
/// </summary>
/// <param name='multiLanguageBatchInputV2'>
/// Optional.
/// </param>
/// <param name='cancellationToken'>
/// Cancellation token.
/// </param>
public async Task <HttpOperationResponse <object> > SentimentWithOperationResponseAsync(MultiLanguageBatchInputV2 multiLanguageBatchInputV2 = null, CancellationToken cancellationToken = default(System.Threading.CancellationToken))
{
// Tracing
bool shouldTrace = ServiceClientTracing.IsEnabled;
string invocationId = null;
if (shouldTrace)
{
invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary <string, object> tracingParameters = new Dictionary <string, object>();
tracingParameters.Add("multiLanguageBatchInputV2", multiLanguageBatchInputV2);
ServiceClientTracing.Enter(invocationId, this, "SentimentAsync", tracingParameters);
}
// Construct URL
string url = "";
url = url + "/sentiment";
string baseUrl = this.BaseUri.AbsoluteUri;
// Trim '/' character from the end of baseUrl and beginning of url.
if (baseUrl[baseUrl.Length - 1] == '/')
{
baseUrl = baseUrl.Substring(0, baseUrl.Length - 1);
}
if (url[0] == '/')
{
url = url.Substring(1);
}
url = baseUrl + "/" + url;
url = url.Replace(" ", "%20");
// Create HTTP transport objects
HttpRequestMessage httpRequest = new HttpRequestMessage();
httpRequest.Method = HttpMethod.Post;
httpRequest.RequestUri = new Uri(url);
// Set Headers
// Set Credentials
if (this.Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await this.Credentials.ProcessHttpRequestAsync(httpRequest, cancellationToken).ConfigureAwait(false);
}
// Serialize Request
string requestContent = null;
JToken requestDoc = multiLanguageBatchInputV2.SerializeJson(null);
requestContent = requestDoc.ToString(Newtonsoft.Json.Formatting.Indented);
httpRequest.Content = new StringContent(requestContent, Encoding.UTF8);
httpRequest.Content.Headers.ContentType = MediaTypeHeaderValue.Parse("application/json");
// Send Request
if (shouldTrace)
{
ServiceClientTracing.SendRequest(invocationId, httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
HttpResponseMessage httpResponse = await this.HttpClient.SendAsync(httpRequest, cancellationToken).ConfigureAwait(false);
if (shouldTrace)
{
ServiceClientTracing.ReceiveResponse(invocationId, httpResponse);
}
HttpStatusCode statusCode = httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string responseContent = await httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
if (statusCode != HttpStatusCode.OK && statusCode != HttpStatusCode.BadRequest)
{
HttpOperationException <object> ex = new HttpOperationException <object>();
ex.Request = httpRequest;
ex.Response = httpResponse;
ex.Body = null;
if (shouldTrace)
{
ServiceClientTracing.Error(invocationId, ex);
}
throw ex;
}
// Create Result
HttpOperationResponse <object> result = new HttpOperationResponse <object>();
result.Request = httpRequest;
result.Response = httpResponse;
// Deserialize Response
if (statusCode == HttpStatusCode.OK)
{
SentimentBatchResultV2 resultModel = new SentimentBatchResultV2();
JToken responseDoc = null;
if (string.IsNullOrEmpty(responseContent) == false)
{
responseDoc = JToken.Parse(responseContent);
}
if (responseDoc != null)
{
resultModel.DeserializeJson(responseDoc);
}
result.Body = resultModel;
}
if (statusCode == HttpStatusCode.BadRequest)
{
ErrorResponse resultModel = new ErrorResponse();
JToken responseDoc = null;
if (string.IsNullOrEmpty(responseContent) == false)
{
responseDoc = JToken.Parse(responseContent);
}
if (responseDoc != null)
{
resultModel.DeserializeJson(responseDoc);
}
result.Body = resultModel;
}
if (shouldTrace)
{
ServiceClientTracing.Exit(invocationId, result);
}
return(result);
}