Merge pull request #110898 from ctufts/chtufts/dotnetQSUpdate

.NET Quickstart Updated for v1.0.0-preview.4

Author: PRMerger17

articles/cognitive-services/text-analytics/includes/quickstarts/csharp-sdk.md

@@ -39,7 +39,7 @@ Using the Visual Studio IDE, create a new .NET Core console app. This will creat
 
 #### [Version 3.0-preview](#tab/version-3)
 
-Install the client library by right-clicking on the solution in the **Solution Explorer** and selecting **Manage NuGet Packages**. In the package manager that opens select **Browse**, check **Include prerelease**, and search for `Azure.AI.TextAnalytics`. Select version `1.0.0-preview.3`, and then **Install**. You can also use the [Package Manager Console](https://docs.microsoft.com/nuget/consume-packages/install-use-packages-powershell#find-and-install-a-package).
+Install the client library by right-clicking on the solution in the **Solution Explorer** and selecting **Manage NuGet Packages**. In the package manager that opens select **Browse**, check **Include prerelease**, and search for `Azure.AI.TextAnalytics`. Select version `1.0.0-preview.4`, and then **Install**. You can also use the [Package Manager Console](https://docs.microsoft.com/nuget/consume-packages/install-use-packages-powershell#find-and-install-a-package).
 
 > [!TIP]
 > Want to view the whole quickstart code file at once? You can find it [on GitHub](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/TextAnalytics/program.cs), which contains the code examples in this quickstart. 
@@ -58,6 +58,7 @@ Install the client library by right-clicking on the solution in the **Solution E
 Open the *program.cs* file and add the following `using` directives:
 
 ```csharp
+using Azure;
 using System;
 using System.Globalization;
 using Azure.AI.TextAnalytics;
@@ -68,7 +69,7 @@ In the application's `Program` class, create variables for your resource's key a
 [!INCLUDE [text-analytics-find-resource-information](../find-azure-resource-info.md)]
 
 ```csharp
-private static readonly TextAnalyticsApiKeyCredential credentials = new TextAnalyticsApiKeyCredential("<replace-with-your-text-analytics-key-here>");
+private static readonly AzureKeyCredential credentials = new AzureKeyCredential("<replace-with-your-text-analytics-key-here>");
 private static readonly Uri endpoint = new Uri("<replace-with-your-text-analytics-endpoint-here>");
 ```
 
@@ -82,7 +83,6 @@ static void Main(string[] args)
     SentimentAnalysisExample(client);
     LanguageDetectionExample(client);
     EntityRecognitionExample(client);
-    EntityPIIExample(client);
     EntityLinkingExample(client);
     KeyPhraseExtractionExample(client);
 
@@ -116,14 +116,13 @@ Replace the application's `Main` method. You will define the methods called here
 
 The Text Analytics client is a `TextAnalyticsClient` object that authenticates to Azure using your key, and provides functions to accept text as single strings or as a batch. You can send text to the API synchronously, or asynchronously. The response object will contain the analysis information for each document you send. 
 
-If you're using version `3.0-preview`, you can use an optional `TextAnalyticsClientOptions` instance to initialize the client with various default settings (for example default language or country hint). You can also authenticate using an Azure Active Directory token. 
+If you're using version `3.0-preview` of the service, you can use an optional `TextAnalyticsClientOptions` instance to initialize the client with various default settings (for example default language or country hint). You can also authenticate using an Azure Active Directory token. 
 
 ## Code examples
 
 * [Sentiment analysis](#sentiment-analysis)
 * [Language detection](#language-detection)
 * [Named Entity Recognition](#named-entity-recognition-ner)
-* [Detect personal information](#detect-personal-information)
 * [Entity linking](#entity-linking)
 * [Key phrase extraction](#key-phrase-extraction)
 
@@ -259,7 +258,6 @@ Language: English
 
 > [!NOTE]
 > New in version `3.0-preview`:
-> * Entity recognition now includes the ability to detect personal information in text.
 > * Entity linking is now a separated from entity recognition.
 
 
@@ -289,33 +287,6 @@ Named Entities:
                 Length: 9,      Score: 0.80
 ```
 
-## Detect personal information
-
-Create a new function called `EntityPIIExample()` that takes the client that you created earlier, call its `RecognizePiiEntities()` function and iterate through the results. Similar to the previous function the returned `Response<IReadOnlyCollection<CategorizedEntity>>` object will contain the list of detected entities. If there was an error, it will throw a `RequestFailedException`.
-
-```csharp
-static void EntityPIIExample(TextAnalyticsClient client)
-{
-    string inputText = "Insurance policy for SSN on file 123-12-1234 is here by approved.";
-    var response = client.RecognizePiiEntities(inputText);
-    Console.WriteLine("Personally Identifiable Information Entities:");
-    foreach (var entity in response.Value)
-    {
-        Console.WriteLine($"\tText: {entity.Text},\tCategory: {entity.Category},\tSub-Category: {entity.SubCategory}");
-        Console.WriteLine($"\t\tLength: {entity.GraphemeLength},\tScore: {entity.ConfidenceScore:F2}\n");
-    }
-}
-```
-
-### Output
-
-```console
-Personally Identifiable Information Entities:
-        Text: 123-12-1234,      Category: U.S. Social Security Number (SSN),    Sub-Category:
-                Length: 11,     Score: 0.85
-```
-
-
 ## Entity linking
 
 Create a new function called `EntityLinkingExample()` that takes the client that you created earlier, call its `RecognizeLinkedEntities()` function and iterate through the results. The returned `Response<IReadOnlyCollection<LinkedEntity>>` represents the list of detected entities. If there was an error, it will throw a `RequestFailedException`. Since linked entities are uniquely identified, occurrences of the same entity are grouped under a `LinkedEntity` object as a list of `LinkedEntityMatch` objects.