public async Task AnalyzeOperationMultiCategoryClassifyWithDisableServiceLogs()
{
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 MultiCategoryClassifyAction(FakeProjectName, FakeDeploymentName)
{
DisableServiceLogs = true
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
MultiCategoryClassifyActions = new List <MultiCategoryClassifyAction>()
{
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 void MultiCategoryClassifyConvenience()
{
// Create a text analytics client.
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
// Get input document.
string document = @"I need a reservation for an indoor restaurant in China. Please don't stop the music. Play music and add it to my playlist.";
// Prepare analyze operation input. You can add multiple documents to this list and perform the same
// operation to all of them.
var batchInput = new List <string>
{
document
};
// Set project and deployment names of the target model
// To train a model to classify your documents, see https://aka.ms/azsdk/textanalytics/customfunctionalities
string projectName = TestEnvironment.MultiClassificationProjectName;
string deploymentName = TestEnvironment.MultiClassificationDeploymentName;
var multiCategoryClassifyAction = new MultiCategoryClassifyAction(projectName, deploymentName);
TextAnalyticsActions actions = new TextAnalyticsActions()
{
MultiCategoryClassifyActions = new List <MultiCategoryClassifyAction>()
{
multiCategoryClassifyAction
}
};
// Start analysis process.
AnalyzeActionsOperation operation = client.StartAnalyzeActions(batchInput, 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($"Last Modified: {operation.LastModified}");
Console.WriteLine();
// View operation results.
foreach (AnalyzeActionsResult documentsInPage in operation.GetValues())
{
IReadOnlyCollection <MultiCategoryClassifyActionResult> multiClassificationActionResults = documentsInPage.MultiCategoryClassifyResults;
foreach (MultiCategoryClassifyActionResult classificationActionResults in multiClassificationActionResults)
{
Console.WriteLine($" Action name: {classificationActionResults.ActionName}");
foreach (MultiCategoryClassifyResult documentResults in classificationActionResults.DocumentsResults)
{
if (documentResults.Classifications.Count > 0)
{
Console.WriteLine($" The following classes were predicted for this document:");
foreach (ClassificationCategory classification in documentResults.Classifications)
{
Console.WriteLine($" Class category \"{classification.Category}\" predicted with a confidence score of {classification.ConfidenceScore}.");
}
Console.WriteLine();
}
}
}
}
}
public async Task MultiCategoryClassifyConvenienceAsync()
{
// Create a text analytics client.
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey), CreateSampleOptions());
#region Snippet:TextAnalyticsMultiCategoryClassifyAsync
// Get input document.
string document = @"I need a reservation for an indoor restaurant in China. Please don't stop the music. Play music and add it to my playlist.";
// Prepare analyze operation input. You can add multiple documents to this list and perform the same
// operation to all of them.
var batchInput = new List <string>
{
document
};
// Set project and deployment names of the target model
#if SNIPPET
// To train a model to classify your documents, see https://aka.ms/azsdk/textanalytics/customfunctionalities
string projectName = "<projectName>";
string deploymentName = "<deploymentName>";
#else
string projectName = TestEnvironment.MultiClassificationProjectName;
string deploymentName = TestEnvironment.MultiClassificationDeploymentName;
#endif
var multiCategoryClassifyAction = new MultiCategoryClassifyAction(projectName, deploymentName);
TextAnalyticsActions actions = new TextAnalyticsActions()
{
MultiCategoryClassifyActions = new List <MultiCategoryClassifyAction>()
{
multiCategoryClassifyAction
}
};
// Start analysis process.
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(batchInput, actions);
await operation.WaitForCompletionAsync();
#endregion Snippet:TextAnalyticsMultiCategoryClassifyAsync
#region Snippet:TextAnalyticsMultiCategoryClassifyOperationStatus
// 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();
#endregion Snippet:TextAnalyticsMultiCategoryClassifyOperationStatus
#region Snippet:TextAnalyticsMultiCategoryClassifyAsyncViewResults
// View operation results.
await foreach (AnalyzeActionsResult documentsInPage in operation.Value)
{
IReadOnlyCollection <MultiCategoryClassifyActionResult> multiClassificationActionResults = documentsInPage.MultiCategoryClassifyResults;
foreach (MultiCategoryClassifyActionResult classificationActionResults in multiClassificationActionResults)
{
Console.WriteLine($" Action name: {classificationActionResults.ActionName}");
foreach (MultiCategoryClassifyResult documentResults in classificationActionResults.DocumentsResults)
{
if (documentResults.Classifications.Count > 0)
{
Console.WriteLine($" The following classes were predicted for this document:");
foreach (ClassificationCategory classification in documentResults.Classifications)
{
Console.WriteLine($" Class category \"{classification.Category}\" predicted with a confidence score of {classification.ConfidenceScore}.");
}
Console.WriteLine();
}
}
}
}
#endregion Snippet:TextAnalyticsMultiCategoryClassifyAsyncViewResults
}
