[TA] Added SingleCategoryClassify functionality

sdk/textanalytics/Azure.AI.TextAnalytics/CHANGELOG.md

@@ -3,6 +3,7 @@
 ## 5.2.0-beta.2 (Unreleased)
 
 ### Features Added
+- Added property `SingleCategoryClassifyAction` to `TextAnalyticsActions` to support the new 'Custom Single Classification' API. This action can be used to get a custom classification for an input document or batch of documents.
 
 ### Breaking Changes
 

sdk/textanalytics/Azure.AI.TextAnalytics/api/Azure.AI.TextAnalytics.netstandard2.0.cs

@@ -40,6 +40,7 @@ internal AnalyzeActionsResult() { }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizeEntitiesActionResult> RecognizeEntitiesResults { get { throw null; } }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizeLinkedEntitiesActionResult> RecognizeLinkedEntitiesResults { get { throw null; } }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizePiiEntitiesActionResult> RecognizePiiEntitiesResults { get { throw null; } }
+        public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.SingleCategoryClassifyActionResult> SingleCategoryClassifyResults { get { throw null; } }
     }
     public partial class AnalyzeHealthcareEntitiesOperation : Azure.PageableOperation<Azure.AI.TextAnalytics.AnalyzeHealthcareEntitiesResultCollection>
     {
@@ -140,6 +141,14 @@ internal CategorizedEntityCollection() : base (default(System.Collections.Generi
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.TextAnalyticsWarning> Warnings { get { throw null; } }
     }
     [System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
+    public readonly partial struct ClassificationCategory
+    {
+        private readonly object _dummy;
+        private readonly int _dummyPrimitive;
+        public string Category { get { throw null; } }
+        public double ConfidenceScore { get { throw null; } }
+    }
+    [System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
     public readonly partial struct DetectedLanguage
     {
         private readonly object _dummy;
@@ -736,6 +745,31 @@ internal SentimentConfidenceScores() { }
         public double Neutral { get { throw null; } }
         public double Positive { get { throw null; } }
     }
+    public partial class SingleCategoryClassifyAction
+    {
+        public SingleCategoryClassifyAction(string projectName, string deploymentName) { }
+        public string DeploymentName { get { throw null; } }
+        public bool? DisableServiceLogs { get { throw null; } set { } }
+        public string ProjectName { get { throw null; } }
+    }
+    public partial class SingleCategoryClassifyActionResult : Azure.AI.TextAnalytics.TextAnalyticsActionResult
+    {
+        internal SingleCategoryClassifyActionResult() { }
+        public Azure.AI.TextAnalytics.SingleCategoryClassifyResultCollection DocumentsResults { get { throw null; } }
+    }
+    public partial class SingleCategoryClassifyResult : Azure.AI.TextAnalytics.TextAnalyticsResult
+    {
+        internal SingleCategoryClassifyResult() { }
+        public Azure.AI.TextAnalytics.ClassificationCategory ClassificationCategory { get { throw null; } }
+        public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.TextAnalyticsWarning> Warnings { get { throw null; } }
+    }
+    public partial class SingleCategoryClassifyResultCollection : System.Collections.ObjectModel.ReadOnlyCollection<Azure.AI.TextAnalytics.SingleCategoryClassifyResult>
+    {
+        internal SingleCategoryClassifyResultCollection() : base (default(System.Collections.Generic.IList<Azure.AI.TextAnalytics.SingleCategoryClassifyResult>)) { }
+        public string DeploymentName { get { throw null; } }
+        public string ProjectName { get { throw null; } }
+        public Azure.AI.TextAnalytics.TextDocumentBatchStatistics Statistics { get { throw null; } }
+    }
     [System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
     public readonly partial struct SummarySentence
     {
@@ -784,6 +818,7 @@ public TextAnalyticsActions() { }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizeEntitiesAction> RecognizeEntitiesActions { get { throw null; } set { } }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizeLinkedEntitiesAction> RecognizeLinkedEntitiesActions { get { throw null; } set { } }
         public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.RecognizePiiEntitiesAction> RecognizePiiEntitiesActions { get { throw null; } set { } }
+        public System.Collections.Generic.IReadOnlyCollection<Azure.AI.TextAnalytics.SingleCategoryClassifyAction> SingleCategoryClassifyActions { get { throw null; } set { } }
     }
     public partial class TextAnalyticsClient
     {
@@ -857,14 +892,14 @@ public TextAnalyticsClient(System.Uri endpoint, Azure.Core.TokenCredential crede
     }
     public partial class TextAnalyticsClientOptions : Azure.Core.ClientOptions
     {
-        public TextAnalyticsClientOptions(Azure.AI.TextAnalytics.TextAnalyticsClientOptions.ServiceVersion version = Azure.AI.TextAnalytics.TextAnalyticsClientOptions.ServiceVersion.V3_2_Preview_1) { }
+        public TextAnalyticsClientOptions(Azure.AI.TextAnalytics.TextAnalyticsClientOptions.ServiceVersion version = Azure.AI.TextAnalytics.TextAnalyticsClientOptions.ServiceVersion.V3_2_Preview_2) { }
         public string DefaultCountryHint { get { throw null; } set { } }
         public string DefaultLanguage { get { throw null; } set { } }
         public enum ServiceVersion
         {
             V3_0 = 1,
             V3_1 = 2,
-            V3_2_Preview_1 = 3,
+            V3_2_Preview_2 = 3,
         }
     }
     [System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
@@ -916,7 +951,7 @@ public static partial class TextAnalyticsModelFactory
     {
         [System.ComponentModel.EditorBrowsableAttribute(System.ComponentModel.EditorBrowsableState.Never)]
         public static Azure.AI.TextAnalytics.AnalyzeActionsResult AnalyzeActionsResult(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.ExtractKeyPhrasesActionResult> extractKeyPhrasesActionResult, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeEntitiesActionResult> recognizeEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizePiiEntitiesActionResult> recognizePiiEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeLinkedEntitiesActionResult> recognizeLinkedEntitiesActionsResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.AnalyzeSentimentActionResult> analyzeSentimentActionsResults) { throw null; }
-        public static Azure.AI.TextAnalytics.AnalyzeActionsResult AnalyzeActionsResult(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.ExtractKeyPhrasesActionResult> extractKeyPhrasesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeEntitiesActionResult> recognizeEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizePiiEntitiesActionResult> recognizePiiEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeLinkedEntitiesActionResult> recognizeLinkedEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.AnalyzeSentimentActionResult> analyzeSentimentActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.ExtractSummaryActionResult> extractSummaryActionResults) { throw null; }
+        public static Azure.AI.TextAnalytics.AnalyzeActionsResult AnalyzeActionsResult(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.ExtractKeyPhrasesActionResult> extractKeyPhrasesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeEntitiesActionResult> recognizeEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizePiiEntitiesActionResult> recognizePiiEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.RecognizeLinkedEntitiesActionResult> recognizeLinkedEntitiesActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.AnalyzeSentimentActionResult> analyzeSentimentActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.ExtractSummaryActionResult> extractSummaryActionResults, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.SingleCategoryClassifyActionResult> singleCategoryClassifyActionResults) { throw null; }
         public static Azure.AI.TextAnalytics.AnalyzeHealthcareEntitiesResult AnalyzeHealthcareEntitiesResult(string id, Azure.AI.TextAnalytics.TextDocumentStatistics statistics, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.HealthcareEntity> healthcareEntities, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.HealthcareEntityRelation> entityRelations, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.TextAnalyticsWarning> warnings) { throw null; }
         public static Azure.AI.TextAnalytics.AnalyzeHealthcareEntitiesResult AnalyzeHealthcareEntitiesResult(string id, string code, string message) { throw null; }
         public static Azure.AI.TextAnalytics.AnalyzeHealthcareEntitiesResultCollection AnalyzeHealthcareEntitiesResultCollection(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.AnalyzeHealthcareEntitiesResult> list, Azure.AI.TextAnalytics.TextDocumentBatchStatistics statistics, string modelVersion) { throw null; }
@@ -930,6 +965,7 @@ public static partial class TextAnalyticsModelFactory
         public static Azure.AI.TextAnalytics.CategorizedEntity CategorizedEntity(string text, string category, string subCategory, double score) { throw null; }
         public static Azure.AI.TextAnalytics.CategorizedEntity CategorizedEntity(string text, string category, string subCategory, double score, int offset, int length) { throw null; }
         public static Azure.AI.TextAnalytics.CategorizedEntityCollection CategorizedEntityCollection(System.Collections.Generic.IList<Azure.AI.TextAnalytics.CategorizedEntity> entities, System.Collections.Generic.IList<Azure.AI.TextAnalytics.TextAnalyticsWarning> warnings = null) { throw null; }
+        public static Azure.AI.TextAnalytics.ClassificationCategory ClassificationCategory(string category, double confidenceScore) { throw null; }
         public static Azure.AI.TextAnalytics.DetectedLanguage DetectedLanguage(string name, string iso6391Name, double confidenceScore, System.Collections.Generic.IList<Azure.AI.TextAnalytics.TextAnalyticsWarning> warnings = null) { throw null; }
         public static Azure.AI.TextAnalytics.DetectLanguageResult DetectLanguageResult(string id, Azure.AI.TextAnalytics.TextAnalyticsError error) { throw null; }
         public static Azure.AI.TextAnalytics.DetectLanguageResult DetectLanguageResult(string id, Azure.AI.TextAnalytics.TextDocumentStatistics statistics, Azure.AI.TextAnalytics.DetectedLanguage detectedLanguage) { throw null; }
@@ -980,6 +1016,11 @@ public static partial class TextAnalyticsModelFactory
         public static Azure.AI.TextAnalytics.SentenceSentiment SentenceSentiment(Azure.AI.TextAnalytics.TextSentiment sentiment, string text, double positiveScore, double neutralScore, double negativeScore) { throw null; }
         public static Azure.AI.TextAnalytics.SentenceSentiment SentenceSentiment(Azure.AI.TextAnalytics.TextSentiment sentiment, string text, double positiveScore, double neutralScore, double negativeScore, int offset, int length, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.SentenceOpinion> opinions) { throw null; }
         public static Azure.AI.TextAnalytics.SentimentConfidenceScores SentimentConfidenceScores(double positiveScore, double neutralScore, double negativeScore) { throw null; }
+        public static Azure.AI.TextAnalytics.SingleCategoryClassifyActionResult SingleCategoryClassifyActionResult(Azure.AI.TextAnalytics.SingleCategoryClassifyResultCollection result, System.DateTimeOffset completedOn) { throw null; }
+        public static Azure.AI.TextAnalytics.SingleCategoryClassifyActionResult SingleCategoryClassifyActionResult(System.DateTimeOffset completedOn, string code, string message) { throw null; }
+        public static Azure.AI.TextAnalytics.SingleCategoryClassifyResult SingleCategoryClassifyResult(string id, Azure.AI.TextAnalytics.TextAnalyticsError error) { throw null; }
+        public static Azure.AI.TextAnalytics.SingleCategoryClassifyResult SingleCategoryClassifyResult(string id, Azure.AI.TextAnalytics.TextDocumentStatistics statistics, Azure.AI.TextAnalytics.ClassificationCategory classificationCategory, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.TextAnalyticsWarning> warnings = null) { throw null; }
+        public static Azure.AI.TextAnalytics.SingleCategoryClassifyResultCollection SingleCategoryClassifyResultCollection(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.SingleCategoryClassifyResult> classificationResultList, Azure.AI.TextAnalytics.TextDocumentBatchStatistics statistics, string projectName, string deploymentName) { throw null; }
         public static Azure.AI.TextAnalytics.SummarySentence SummarySentence(string text, double rankScore, int offset, int length) { throw null; }
         public static Azure.AI.TextAnalytics.SummarySentenceCollection SummarySentenceCollection(System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.SummarySentence> sentences, System.Collections.Generic.IEnumerable<Azure.AI.TextAnalytics.TextAnalyticsWarning> warnings = null) { throw null; }
         public static Azure.AI.TextAnalytics.TargetSentiment TargetSentiment(Azure.AI.TextAnalytics.TextSentiment sentiment, string text, double positiveScore, double negativeScore, int offset, int length) { throw null; }

sdk/textanalytics/Azure.AI.TextAnalytics/samples/Sample10_SingleCategoryClassify.md

@@ -0,0 +1,90 @@
+# Perform Custom Single Category Classification on Documents
+This sample demonstrates how to run a single category classification action in one or more documents. To get started you will need a Text Analytics endpoint and credentials. See [README][README] for links and instructions.
+
+## Creating a `TextAnalyticsClient`
+
+To create a new `TextAnalyticsClient` to perform a single category classify on a document, you need a Text Analytics endpoint and credentials.  You can use the [DefaultAzureCredential][DefaultAzureCredential] to try a number of common authentication methods optimized for both running as a service and development.  In the sample below, however, you'll use a Text Analytics API key credential by creating an `AzureKeyCredential` object, that if needed, will allow you to update the API key without creating a new client.
+
+You can set `endpoint` and `apiKey` based on an environment variable, a configuration setting, or any way that works for your application.
+
+```C# Snippet:CreateTextAnalyticsClient
+string endpoint = "<endpoint>";
+string apiKey = "<apiKey>";
+var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
+```
+
+## Performing Single Category Classify on one or multiple documents
+
+To perform Custom Single Category Classification in one or multiple documents, set up a `SingleCategoryClassifyAction` and call `StartAnalyzeActionsAsync` on the documents. The result is a Long Running Operation of type `AnalyzeActionsOperation` which polls for the results from the API.
+
+```C# Snippet:TextAnalyticsSingleCategoryClassifyAsync
+// 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
+string projectName = "<projectName>";
+string deploymentName = "<deploymentName>";
+
+var singleCategoryClassifyAction = new SingleCategoryClassifyAction(projectName, deploymentName);
+
+TextAnalyticsActions actions = new TextAnalyticsActions()
+{
+    SingleCategoryClassifyActions = new List<SingleCategoryClassifyAction>() { singleCategoryClassifyAction }
+};
+
+// Start analysis process.
+AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(batchInput, actions);
+
+await operation.WaitForCompletionAsync();
+```
+
+The returned `AnalyzeActionsOperation` contains general information about the status of the operation. It can be requested while the operation is running or when it has completed. For example:
+
+```C# Snippet:TextAnalyticsSingleCategoryClassifyOperationStatus
+// 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();
+```
+
+To view the final results of the long-running operation:
+
+```C# Snippet:TextAnalyticsSingleCategoryClassifyAsyncViewResults
+// View operation results.
+await foreach (AnalyzeActionsResult documentsInPage in operation.Value)
+{
+    IReadOnlyCollection<SingleCategoryClassifyActionResult> singleClassificationActionResults = documentsInPage.SingleCategoryClassifyResults;
+
+    foreach (SingleCategoryClassifyActionResult classificationActionResults in singleClassificationActionResults)
+    {
+        foreach (SingleCategoryClassifyResult documentResults in classificationActionResults.DocumentsResults)
+        {
+            Console.WriteLine($"  Class category \"{documentResults.ClassificationCategory.Category}\" predicted with a confidence score of {documentResults.ClassificationCategory.ConfidenceScore}.");
+            Console.WriteLine();
+        }
+    }
+}
+```
+
+To see the full example source files, see:
+
+* [Synchronously SingleCategoryClassify](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/textanalytics/Azure.AI.TextAnalytics/tests/samples/Sample10_SingleCategoryClassify.cs)
+* [Asynchronously SingleCategoryClassify](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/textanalytics/Azure.AI.TextAnalytics/tests/samples/Sample10_SingleCategoryClassifyAsync.cs)
+* [Synchronously SingleCategoryClassify Convenience](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/textanalytics/Azure.AI.TextAnalytics/tests/samples/Sample10_SingleCategoryClassifyConvenience.cs)
+* [Asynchronously SingleCategoryClassify Convenience](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/textanalytics/Azure.AI.TextAnalytics/tests/samples/Sample10_SingleCategoryClassifyConvenienceAsync.cs)
+
+[DefaultAzureCredential]: https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/identity/Azure.Identity/README.md
+[README]: https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/textanalytics/Azure.AI.TextAnalytics/README.md