Merge branch 'master' of https://github.com/Microsoft/azure-docs-pr into oct2119

Author: TerryLanfear

articles/active-directory-b2c/active-directory-b2c-setup-commonaad-custom.md

@@ -83,7 +83,7 @@ You can define Azure AD as a claims provider by adding Azure AD to the **ClaimsP
             <!-- Update the Client ID below to the Application ID -->
             <Item Key="client_id">00000000-0000-0000-0000-000000000000</Item>
             <Item Key="response_types">code</Item>
-            <Item Key="scope">openid</Item>
+            <Item Key="scope">openid profile</Item>
             <Item Key="response_mode">form_post</Item>
             <Item Key="HttpBinding">POST</Item>
             <Item Key="UsePolicyInRedirectUri">false</Item>

articles/app-service/media/app-service-web-get-started-windows-container/configure-web-app-continer.png

@@ -88,7 +88,7 @@ Diagnostics Tools include more advanced diagnostic tools that help you investiga
 
 ### Proactive CPU monitoring
 
-Proactive CPU monitoring provides you an easy, proactive way to take an action when your app or child process for your app is consuming high CPU resources. You can set your own CPU threshold rules to temporarily mitigate a high CPU issue until the real cause for the unexpected issue is found. For more information, see [Mitigate your CPU problems before they happen](https://azure.github.io/AppService/2019/10/07/Mitigate-your-CPU-problems-before-they-even-happen.html).Proactive CPU monitoring provides you an easy, proactive way to take an action when your app or child process for your app is consuming high CPU resources. You can set your own CPU threshold rules to temporarily mitigate a high CPU issue until the real cause for the unexpected issue is found.
+Proactive CPU monitoring provides you an easy, proactive way to take an action when your app or child process for your app is consuming high CPU resources. You can set your own CPU threshold rules to temporarily mitigate a high CPU issue until the real cause for the unexpected issue is found. For more information, see [Mitigate your CPU problems before they happen](https://azure.github.io/AppService/2019/10/07/Mitigate-your-CPU-problems-before-they-even-happen.html).
 
 ![Proactive CPU monitoring](./media/app-service-diagnostics/proactive-cpu-monitoring-9.png)
 

articles/app-service/overview-diagnostics.md

@@ -9,7 +9,7 @@ ms.custom: seodec18
 ms.service: cognitive-services
 ms.subservice: language-understanding
 ms.topic: tutorial
-ms.date: 08/20/2019
+ms.date: 10/21/2019
 ms.author: diberry
 ---
 
@@ -58,12 +58,9 @@ LUIS provides several prebuilt entities for common data extraction.
 
 1. Select the following entities from the list of prebuilt entities then select **Done**:
 
-   * **[PersonName](luis-reference-prebuilt-person.md)** 
    * **[GeographyV2](luis-reference-prebuilt-geographyV2.md)**
 
-     ![Screenshot of number selected in prebuilt entities dialog](./media/luis-tutorial-prebuilt-intents-and-entities/select-prebuilt-entities.png)
-
-     These entities will help you add name and place recognition to your client application.
+     This entity will help you add place recognition to your client application.
 
 ## Add example utterances to the None intent 
 
@@ -81,79 +78,83 @@ LUIS provides several prebuilt entities for common data extraction.
 
 1. [!INCLUDE [LUIS How to get endpoint first step](../../../includes/cognitive-services-luis-tutorial-how-to-get-endpoint.md)]
 
-1. Go to the end of the URL in the browser address bar and enter `I want to cancel my trip to Seattle to see Bob Smith`. The last query string parameter is `q`, the utterance **query**. 
+1. Go to the end of the URL in the browser address bar and enter `I want to cancel my trip to Seattle`. The last query string parameter is `q`, the utterance **query**. 
 
     ```json
     {
-      "query": "I want to cancel my trip to Seattle to see Bob Smith.",
+      "query": "I want to cancel my trip to Seattle",
       "topScoringIntent": {
-        "intent": "Utilities.ReadAloud",
-        "score": 0.100361854
+        "intent": "Utilities.Cancel",
+        "score": 0.1055009
       },
       "intents": [
         {
-          "intent": "Utilities.ReadAloud",
-          "score": 0.100361854
+          "intent": "Utilities.Cancel",
+          "score": 0.1055009
         },
         {
-          "intent": "Utilities.Stop",
-          "score": 0.08102781
+          "intent": "Utilities.SelectItem",
+          "score": 0.02659072
         },
         {
-          "intent": "Utilities.SelectNone",
-          "score": 0.0398852825
+          "intent": "Utilities.Stop",
+          "score": 0.0253379084
         },
         {
-          "intent": "Utilities.Cancel",
-          "score": 0.0277276486
+          "intent": "Utilities.ReadAloud",
+          "score": 0.02528683
         },
         {
-          "intent": "Utilities.SelectItem",
-          "score": 0.0220712926
+          "intent": "Utilities.SelectNone",
+          "score": 0.02434013
         },
         {
-          "intent": "Utilities.StartOver",
-          "score": 0.0145813478
+          "intent": "Utilities.Escalate",
+          "score": 0.009161292
         },
         {
-          "intent": "None",
-          "score": 0.012434179
+          "intent": "Utilities.Help",
+          "score": 0.006861785
         },
         {
-          "intent": "Utilities.Escalate",
-          "score": 0.0122632384
+          "intent": "Utilities.StartOver",
+          "score": 0.00633448
         },
         {
           "intent": "Utilities.ShowNext",
-          "score": 0.008534077
+          "score": 0.0053827134
+        },
+        {
+          "intent": "None",
+          "score": 0.002602003
         },
         {
           "intent": "Utilities.ShowPrevious",
-          "score": 0.00547111453
+          "score": 0.001797354
         },
         {
           "intent": "Utilities.SelectAny",
-          "score": 0.00152912608
+          "score": 0.000831930141
         },
         {
           "intent": "Utilities.Repeat",
-          "score": 0.0005556819
-        },
-        {
-          "intent": "Utilities.FinishTask",
-          "score": 0.000169488427
+          "score": 0.0006924066
         },
         {
           "intent": "Utilities.Confirm",
-          "score": 0.000149565312
+          "score": 0.000606057351
         },
         {
           "intent": "Utilities.GoBack",
-          "score": 0.000141017343
+          "score": 0.000276725681
+        },
+        {
+          "intent": "Utilities.FinishTask",
+          "score": 0.000267822179
         },
         {
           "intent": "Utilities.Reject",
-          "score": 6.27324E-06
+          "score": 3.21784828E-05
         }
       ],
       "entities": [
@@ -162,18 +163,12 @@ LUIS provides several prebuilt entities for common data extraction.
           "type": "builtin.geographyV2.city",
           "startIndex": 28,
           "endIndex": 34
-        },
-        {
-          "entity": "bob smith",
-          "type": "builtin.personName",
-          "startIndex": 43,
-          "endIndex": 51
         }
       ]
     }
     ```
 
-    The result predicted the Utilities.Cancel intent with 80% confidence and extracted the city and person name data. 
+    The result predicted the Utilities.Cancel intent with 80% confidence and extracted the city data. 
 
 
 ## Clean up resources

articles/automation/pre-post-scripts.md

@@ -35,6 +35,38 @@ The graph displays the transformation stream. It shows the lineage of source dat
 
 ![Canvas](media/data-flow/canvas2.png "Canvas")
 
+### Azure integration runtime data flow properties
+
+![Debug button](media/data-flow/debugbutton.png "Debug button")
+
+When you begin working with data flows in ADF, you will want to turn on the "Debug" switch for data flows at the top of the browser UI. This will spin-up an Azure Databricks cluster to use for interactive debugging, data previews, and pipeline debug executions. You can set the size of the cluster being utilized by choosing a custom [Azure Integration Runtime](concepts-integration-runtime.md). The debug session will stay alive for up to 60 minutes after your last data preview or last debug pipeline execution.
+
+When you operationalize your pipelines with data flow activities, ADF will use the Azure Integration Runtime associated with the [activity](control-flow-execute-data-flow-activity.md) in the "Run On" property.
+
+The default Azure Integration Runtime is a small 4-core single worker node cluster intended to allow you to preview data and quickly execute debug pipelines at minimal costs. Set a larger Azure IR configuration if you are performing operations against large datasets.
+
+You can instruct ADF to maintain a pool of cluster resources (VMs) by setting a TTL in the Azure IR data flow properties. This will result in faster job execution on subsequent activities.
+
+#### Azure integration runtime and data flow strategies
+
+##### Execute data flows in parallel
+
+If you execute data flows in a pipeline in parallel, ADF will spin-up separate Azure Databricks clusters for each activity execution based on the settings in your Azure Integration Runtime attached to each activity. To design parallel executions in ADF pipelines, add your data flow activities without precedence constraints in the UI.
+
+Of these three options, this option will likely execute in the shortest amount of time. However, each parallel data flow will execute at the same time on separate clusters, so the ordering of events is non-deterministic.
+
+##### Overload single data flow
+
+If you put all of your logic inside a single data flow, ADF will all execute in that same job execution context on a single Spark cluster instance.
+
+This option can possibly be more difficult to follow and troubleshoot because your business rules and business logic will be jumble together. This option also doesn't provide much re-usability.
+
+##### Execute data flows serially
+
+If you execute your data flow activities in serial in the pipeline and you have set a TTL on the Azure IR configuration, then ADF will reuse the compute resources (VMs) resulting in faster subsequent execution times. You will still receive a new Spark context for each execution.
+
+Of these three options, this will likely take the longest time to execute end-to-end. But it does provide a clean separation of logical operations in each data flow step.
+
 ### Configuration panel
 
 The configuration panel shows the settings specific to the currently selected transformation. If no transformation is selected, it shows the data flow. In the overall data flow configuration, you can edit the name and description under the **General** tab or add parameters via the **Parameters** tab. For more information, see [Mapping data flow parameters](parameters-data-flow.md).

articles/azure-monitor/app/opencensus-python.md

@@ -21,7 +21,7 @@ Azure Key Vault helps safeguard cryptographic keys and secrets used by cloud app
 - Simplify and automate tasks for SSL/TLS certificates.
 - Use FIPS 140-2 Level 2 validated HSMs.
 
-[API reference documentation](/dotnet/api/overview/azure/key-vault?view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/AutoRest/src/KeyVault) | [Package (NuGet)](https://www.nuget.org/packages/Microsoft.Azure.KeyVault/)
+[API reference documentation](/dotnet/api/overview/azure/key-vault?view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/keyvault) | [Package (NuGet)](https://www.nuget.org/packages/Microsoft.Azure.KeyVault/)
 
 ## Prerequisites
 

articles/cognitive-services/LUIS/luis-tutorial-prebuilt-intents-entities.md

@@ -101,7 +101,7 @@ During the **Preview creation** step, we create a version of your offer accessib
 
 In this step, you will be emailed with a request for you to review and approve your offer preview prior to the final publishing step.
 
-If you have selected to sell your offer through Microsoft, you will be able to test the acquisition and deployment of your offer to ensure that it meets your requirements during this preview approval stage. Your offer will not yet be available in the pubic marketplace. Once you test and approve this preview, you will need to select **Go-Live** on the [**Offer Overview**](https://partner.microsoft.com/dashboard/commercial-marketplace/overview) dashboard.
+If you have selected to sell your offer through Microsoft, you will be able to test the acquisition and deployment of your offer to ensure that it meets your requirements during this preview approval stage. Your offer will not yet be available in the public marketplace. Once you test and approve this preview, you will need to select **Go-Live** on the [**Offer Overview**](https://partner.microsoft.com/dashboard/commercial-marketplace/overview) dashboard.
 
 If you want to make changes to the offer during this preview stage, you may edit and resubmit to publish a new preview. See the article [Update existing marketplace offers](#update-existing-marketplace-offers) for details on more changes.
 

articles/data-factory/concepts-data-flow-overview.md

@@ -14,7 +14,7 @@ ms.date: 09/26/2019
 ---
 # Recover an Azure SQL database by using automated database backups
 
-By default, Azure SQL Database backups are stored in geo-replicated blob storage. The following options are available for database recovery by using [automated database backups](sql-database-automated-backups.md). You can:
+By default, Azure SQL Database backups are stored in geo-replicated blob storage (RA-GRS storage type). The following options are available for database recovery by using [automated database backups](sql-database-automated-backups.md). You can:
 
 - Create a new database on the same SQL Database server, recovered to a specified point in time within the retention period.
 - Create a database on the same SQL Database server, recovered to the deletion time for a deleted database.
@@ -28,9 +28,6 @@ If you configured [backup long-term retention](sql-database-long-term-retention.
 
 When you're using the Standard or Premium service tiers, your database restore might incur an extra storage cost. The extra cost is incurred when the maximum size of the restored database is greater than the amount of storage included with the target database's service tier and performance level. For pricing details of extra storage, see the [SQL Database pricing page](https://azure.microsoft.com/pricing/details/sql-database/). If the actual amount of used space is less than the amount of storage included, you can avoid this extra cost by setting the maximum database size to the included amount.
 
-> [!NOTE]
-> When you create a [database copy](sql-database-copy.md), you use [automated database backups](sql-database-automated-backups.md).
-
 ## Recovery time
 
 The recovery time to restore a database by using automated database backups is affected by several factors:
@@ -42,9 +39,9 @@ The recovery time to restore a database by using automated database backups is a
 - The network bandwidth if the restore is to a different region.
 - The number of concurrent restore requests being processed in the target region.
 
-For a large or very active database, the restore might take several hours. If there is a prolonged outage in a region, it's possible that there are large numbers of geo-restore requests being processed by other regions. When there are many requests, the recovery time can increase for databases in that region. Most database restores complete in less than 12 hours.
+For a large or very active database, the restore might take several hours. If there is a prolonged outage in a region, it's possible that a high number of geo-restore requests will be initiated for disaster recovery. When there are many requests, the recovery time for individual databases can increase. Most database restores complete in less than 12 hours.
 
-For a single subscription, there are limitations on the number of concurrent restore requests.  These limitations apply to any combination of point-in-time restores, geo restores, and restores from long-term retention backup.
+For a single subscription, there are limitations on the number of concurrent restore requests. These limitations apply to any combination of point-in-time restores, geo-restores, and restores from long-term retention backup.
 
 | | **Max # of concurrent requests being processed** | **Max # of concurrent requests being submitted** |
 | :--- | --: | --: |
@@ -61,7 +58,7 @@ There isn't a built-in method to restore the entire server. For an example of ho
 
 You can restore a standalone, pooled, or instance database to an earlier point in time by using the Azure portal, [PowerShell](https://docs.microsoft.com/powershell/module/az.sql/restore-azsqldatabase), or the [REST API](https://docs.microsoft.com/rest/api/sql/databases). The request can specify any service tier or compute size for the restored database. Ensure that you have sufficient resources on the server to which you are restoring the database. When complete, the restore creates a new database on the same server as the original database. The restored database is charged at normal rates, based on its service tier and compute size. You don't incur charges until the database restore is complete.
 
-You generally restore a database to an earlier point for recovery purposes. You can treat the restored database as a replacement for the original database, or use it as source data to update the original database.
+You generally restore a database to an earlier point for recovery purposes. You can treat the restored database as a replacement for the original database, or use it as a data source to update the original database.
 
 - **Database replacement**
 
@@ -149,7 +146,7 @@ To geo-restore a single SQL database from the Azure portal in the region and ser
 
     ![Screenshot of Create SQL Database options](./media/sql-database-recovery-using-backups/geo-restore-azure-sql-database-list-annotated.png)
 
-Complete the process of creating a new database. When you create the single Azure SQL database, it contains the restored geo-restore backup.
+Complete the process of creating a new database from the backup. When you create the single Azure SQL database, it contains the restored geo-restore backup.
 
 #### Managed instance database
 
@@ -179,7 +176,7 @@ For a PowerShell script that shows how to perform geo-restore for a managed inst
 You can't perform a point-in-time restore on a geo-secondary database. You can only do so on a primary database. For detailed information about using geo-restore to recover from an outage, see [Recover from an outage](sql-database-disaster-recovery.md).
 
 > [!IMPORTANT]
-> Geo-restore is the most basic disaster recovery solution available in SQL Database. It relies on automatically created geo-replicated backups with recovery point objective (RPO) equal to 1 hour, and the estimated recovery time of up to 12 hours. It doesn't guarantee that the target region will have the capacity to restore your databases after a regional outage, because a sharp increase of demand is likely. If your application uses relatively small databases and is not critical to the business, geo-restore is an appropriate disaster recovery solution. For business-critical applications that use large databases and must ensure business continuity, you should use [Auto-failover groups](sql-database-auto-failover-group.md). It offers a much lower RPO and recovery time objective, and the capacity is always guaranteed. For more information on business continuity choices, see [Overview of business continuity](sql-database-business-continuity.md).
+> Geo-restore is the most basic disaster recovery solution available in SQL Database. It relies on automatically created geo-replicated backups with recovery point objective (RPO) equal to 1 hour, and the estimated recovery time of up to 12 hours. It doesn't guarantee that the target region will have the capacity to restore your databases after a regional outage, because a sharp increase of demand is likely. If your application uses relatively small databases and is not critical to the business, geo-restore is an appropriate disaster recovery solution. For business-critical applications that require large databases and must ensure business continuity, use [Auto-failover groups](sql-database-auto-failover-group.md). It offers a much lower RPO and recovery time objective, and the capacity is always guaranteed. For more information on business continuity choices, see [Overview of business continuity](sql-database-business-continuity.md).
 
 ## Programmatically performing recovery by using automated backups