public async Task MultiCategoryClassifyBatchWithStatisticsTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
MultiCategoryClassifyActions = new List <MultiCategoryClassifyAction>()
{
new MultiCategoryClassifyAction(TestEnvironment.MultiClassificationProjectName, TestEnvironment.MultiClassificationDeploymentName)
}
};
AnalyzeActionsOptions options = new AnalyzeActionsOptions()
{
IncludeStatistics = true
};
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(s_multiCategoryClassifyBatchDocuments, batchActions, options);
await PollUntilTimeout(operation);
Assert.IsTrue(operation.HasCompleted);
// Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection <MultiCategoryClassifyActionResult> multiCategoryClassifyActionsResults = resultCollection.MultiCategoryClassifyResults;
MultiCategoryClassifyResultCollection multiCategoryClassifyResults = multiCategoryClassifyActionsResults.FirstOrDefault().DocumentsResults;
ValidateSummaryBatchResult(multiCategoryClassifyResults, includeStatistics: true);
}
private void ValidateSummaryBatchResult(MultiCategoryClassifyResultCollection results, bool includeStatistics = false)
{
Assert.AreEqual(results.ProjectName, TestEnvironment.MultiClassificationProjectName);
Assert.AreEqual(results.DeploymentName, TestEnvironment.MultiClassificationDeploymentName);
if (includeStatistics)
{
Assert.IsNotNull(results.Statistics);
Assert.Greater(results.Statistics.DocumentCount, 0);
Assert.Greater(results.Statistics.TransactionCount, 0);
Assert.GreaterOrEqual(results.Statistics.InvalidDocumentCount, 0);
Assert.GreaterOrEqual(results.Statistics.ValidDocumentCount, 0);
}
else
{
Assert.IsNull(results.Statistics);
}
foreach (MultiCategoryClassifyResult result in results)
{
Assert.That(result.Id, Is.Not.Null.And.Not.Empty);
Assert.False(result.HasError);
Assert.IsNotNull(result.Warnings);
if (includeStatistics)
{
Assert.GreaterOrEqual(result.Statistics.CharacterCount, 0);
Assert.Greater(result.Statistics.TransactionCount, 0);
}
else
{
Assert.AreEqual(0, result.Statistics.CharacterCount);
Assert.AreEqual(0, result.Statistics.TransactionCount);
}
ValidateSummaryDocumentResult(result.Classifications);
}
}
public async Task MultiCategoryClassifyBatchWithErrorTest()
{
TextAnalyticsClient client = GetClient();
var documents = new List <string>
{
"Subject is taking 100mg of ibuprofen twice daily",
"",
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
MultiCategoryClassifyActions = new List <MultiCategoryClassifyAction>()
{
new MultiCategoryClassifyAction(TestEnvironment.MultiClassificationProjectName, TestEnvironment.MultiClassificationDeploymentName)
}
};
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(documents, batchActions, "en");
await PollUntilTimeout(operation);
Assert.IsTrue(operation.HasCompleted);
// Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
List <MultiCategoryClassifyActionResult> multiCategoryClassifyActions = resultCollection.MultiCategoryClassifyResults.ToList();
Assert.AreEqual(1, multiCategoryClassifyActions.Count);
MultiCategoryClassifyResultCollection documentsResults = multiCategoryClassifyActions[0].DocumentsResults;
Assert.IsFalse(documentsResults[0].HasError);
Assert.IsTrue(documentsResults[1].HasError);
Assert.AreEqual(TextAnalyticsErrorCode.InvalidDocument, documentsResults[1].Error.ErrorCode.ToString());
}
