public async Task AnalyzeOperation()
{
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsAnalyzeOperation
string document = @"We went to Contoso Steakhouse located at midtown NYC last week for a dinner party,
and we adore the spot! They provide marvelous food and they have a great menu. The
chief cook happens to be the owner (I think his name is John Doe) and he is super
nice, coming out of the kitchen and greeted us all. We enjoyed very much dining in
the place! The Sirloin steak I ordered was tender and juicy, and the place was impeccably
clean. You can even pre-order from their online menu at www.contososteakhouse.com,
call 312-555-0176 or send email to [email protected]! The only complaint
I have is the food didn't come fast enough. Overall I highly recommend it!";
var batchDocuments = new List <TextDocumentInput>
{
new TextDocumentInput("1", document)
{
Language = "en",
}
};
AnalyzeOperationOptions operationOptions = new AnalyzeOperationOptions()
{
KeyPhrasesTaskParameters = new KeyPhrasesTaskParameters(),
EntitiesTaskParameters = new EntitiesTaskParameters(),
PiiTaskParameters = new PiiTaskParameters(),
DisplayName = "AnalyzeOperationSample"
};
AnalyzeOperation operation = client.StartAnalyzeOperationBatch(batchDocuments, operationOptions);
await operation.WaitForCompletionAsync();
AnalyzeOperationResult resultCollection = operation.Value;
RecognizeEntitiesResultCollection entitiesResult = resultCollection.Tasks.EntityRecognitionTasks[0].Results;
ExtractKeyPhrasesResultCollection keyPhrasesResult = resultCollection.Tasks.KeyPhraseExtractionTasks[0].Results;
RecognizePiiEntitiesResultCollection piiResult = resultCollection.Tasks.EntityRecognitionPiiTasks[0].Results;
Console.WriteLine("Recognized Entities");
foreach (RecognizeEntitiesResult result in entitiesResult)
{
Console.WriteLine($" Recognized the following {result.Entities.Count} entities:");
foreach (CategorizedEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" ConfidenceScore: {entity.ConfidenceScore}");
Console.WriteLine($" SubCategory: {entity.SubCategory}");
}
Console.WriteLine("");
}
Console.WriteLine("Recognized PII Entities");
foreach (RecognizePiiEntitiesResult result in piiResult)
{
Console.WriteLine($" Recognized the following {result.Entities.Count} PII entities:");
foreach (PiiEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" ConfidenceScore: {entity.ConfidenceScore}");
Console.WriteLine($" SubCategory: {entity.SubCategory}");
}
Console.WriteLine("");
}
Console.WriteLine("Key Phrases");
foreach (ExtractKeyPhrasesResult result in keyPhrasesResult)
{
Console.WriteLine($" Recognized the following {result.KeyPhrases.Count} Keyphrases:");
foreach (string keyphrase in result.KeyPhrases)
{
Console.WriteLine($" {keyphrase}");
}
Console.WriteLine("");
}
}
