public async Task AnalyzeOperationRecognizeCustomEntitiesWithDisableServiceLogs()
{
var mockResponse = new MockResponse(202);
mockResponse.AddHeader(new HttpHeader("Operation-Location", "something/jobs/2a96a91f-7edf-4931-a880-3fdee1d56f15"));
var mockTransport = new MockTransport(new[] { mockResponse, mockResponse });
var client = CreateTestClient(mockTransport);
var documents = new List <string>
{
"Elon Musk is the CEO of SpaceX and Tesla."
};
var actions = new RecognizeCustomEntitiesAction(FakeProjectName, FakeDeploymentName)
{
DisableServiceLogs = true
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
RecognizeCustomEntitiesActions = new List <RecognizeCustomEntitiesAction>()
{
actions
},
};
await client.StartAnalyzeActionsAsync(documents, batchActions);
var contentString = GetString(mockTransport.Requests.Single().Content);
string logging = contentString.Substring(contentString.IndexOf("loggingOptOut"), 19);
var expectedContent = "loggingOptOut\":true";
Assert.AreEqual(expectedContent, logging);
}
public async Task RecognizeCustomEntitiesConvenienceAsync()
{
// Create a text analytics client.
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey), CreateSampleOptions());
// Create input documents.
string documentA = @"We love this trail and make the trip every year. The views are breathtaking and well
worth the hike! Yesterday was foggy though, so we missed the spectacular views.
We tried again today and it was amazing. Everyone in my family liked the trail although
it was too challenging for the less athletic among us.";
string documentB = @"Last week we stayed at Hotel Foo to celebrate our anniversary. The staff knew about
our anniversary so they helped me organize a little surprise for my partner.
The room was clean and with the decoration I requested. It was perfect!";
var batchDocuments = new List <string>
{
documentA,
documentB
};
// Set project and deployment names of the target model
// To train a model to recognize your custom entities, see https://aka.ms/azsdk/textanalytics/customentityrecognition
string projectName = TestEnvironment.RecognizeCustomEntitiesProjectName;
string deploymentName = TestEnvironment.RecognizeCustomEntitiesDeploymentName;
var recognizeCustomEntitiesAction = new RecognizeCustomEntitiesAction(projectName, deploymentName);
// prepare actions.
var actions = new TextAnalyticsActions()
{
RecognizeCustomEntitiesActions = new List <RecognizeCustomEntitiesAction>()
{
recognizeCustomEntitiesAction
}
};
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(batchDocuments, actions);
await operation.WaitForCompletionAsync();
await foreach (AnalyzeActionsResult documentsInPage in operation.Value)
{
IReadOnlyCollection <RecognizeCustomEntitiesActionResult> customEntitiesActionResults = documentsInPage.RecognizeCustomEntitiesResults;
foreach (RecognizeCustomEntitiesActionResult customEntitiesActionResult in customEntitiesActionResults)
{
Console.WriteLine($" Action name: {customEntitiesActionResult.ActionName}");
int docNumber = 1;
foreach (RecognizeEntitiesResult documentResults in customEntitiesActionResult.DocumentsResults)
{
Console.WriteLine($" Document #{docNumber++}");
Console.WriteLine($" Recognized the following {documentResults.Entities.Count} entities:");
foreach (CategorizedEntity entity in documentResults.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" ConfidenceScore: {entity.ConfidenceScore}");
Console.WriteLine($" SubCategory: {entity.SubCategory}");
}
Console.WriteLine("");
}
}
}
}
public void RecognizeCustomEntities()
{
// Create a text analytics client.
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
// Create input documents.
string documentA = @"A recent report by the Government Accountability Office (GAO) found that the dramatic
increase in oil and natural gas development on federal lands over the past six years
has stretched the staff of the BLM to a point that it has been unable to meet its
environmental protection responsibilities.";
string documentB = @"David Schmidt, senior vice president--Food Safety, International Food Information
Council (IFIC), Washington, D.C., discussed the physical activity component.";
var batchDocuments = new List <TextDocumentInput>
{
new TextDocumentInput("1", documentA)
{
Language = "en",
},
new TextDocumentInput("2", documentB)
{
Language = "en",
}
};
// Set project and deployment names of the target model
// To train a model to recognize your custom entities, see https://aka.ms/azsdk/textanalytics/customentityrecognition
string projectName = TestEnvironment.RecognizeCustomEntitiesProjectName;
string deploymentName = TestEnvironment.RecognizeCustomEntitiesDeploymentName;
var recognizeCustomEntitiesAction = new RecognizeCustomEntitiesAction(projectName, deploymentName);
// prepare actions.
var actions = new TextAnalyticsActions()
{
RecognizeCustomEntitiesActions = new List <RecognizeCustomEntitiesAction>()
{
recognizeCustomEntitiesAction
}
};
// Start analysis process.
AnalyzeActionsOperation operation = client.StartAnalyzeActions(batchDocuments, actions);
// Wait for completion with manual polling.
TimeSpan pollingInterval = new TimeSpan(1000);
while (true)
{
Console.WriteLine($"Status: {operation.Status}");
operation.UpdateStatus();
if (operation.HasCompleted)
{
break;
}
Thread.Sleep(pollingInterval);
}
// View operation status.
Console.WriteLine($"AnalyzeActions operation has completed");
Console.WriteLine();
Console.WriteLine($"Created On : {operation.CreatedOn}");
Console.WriteLine($"Expires On : {operation.ExpiresOn}");
Console.WriteLine($"Id : {operation.Id}");
Console.WriteLine($"Status : {operation.Status}");
Console.WriteLine($"Last Modified: {operation.LastModified}");
Console.WriteLine();
// View operation results.
foreach (AnalyzeActionsResult documentsInPage in operation.GetValues())
{
IReadOnlyCollection <RecognizeCustomEntitiesActionResult> customEntitiesActionResults = documentsInPage.RecognizeCustomEntitiesResults;
foreach (RecognizeCustomEntitiesActionResult customEntitiesActionResult in customEntitiesActionResults)
{
Console.WriteLine($" Action name: {customEntitiesActionResult.ActionName}");
int docNumber = 1;
foreach (RecognizeEntitiesResult documentResults in customEntitiesActionResult.DocumentsResults)
{
Console.WriteLine($" Document #{docNumber++}");
Console.WriteLine($" Recognized the following {documentResults.Entities.Count} entities:");
foreach (CategorizedEntity entity in documentResults.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" ConfidenceScore: {entity.ConfidenceScore}");
Console.WriteLine($" SubCategory: {entity.SubCategory}");
}
Console.WriteLine("");
}
}
}
}