Merge pull request #78960 from craigcaseyMSFT/vcraic0606

fixes for broken link report

Author: PRMerger6

articles/machine-learning/service/how-to-explore-prepare-data.md

@@ -144,7 +144,7 @@ In Datasets,  null values, NaN's and values that contain no content are consider
 
 From the Dataset profile generated in the preceding section, we see that `Latitude` and `Longitude` columns have a high percentage of missing values. In this example, we calculate the mean and impute missing values for those two columns.
 
-First, get the latest definition of the Dataset with [`get_definition()`](https://docs.microsoft.com/python/api/azureml-core/azureml.core.dataset.dataset?view=azure-ml-py#get-definition-version-id-none-) and pare down the data with [`keep_columns()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow?view=azure-dataprep-py#keep-columns-columns--multicolumnselection-----azureml-dataprep-api-dataflow-dataflow), so we only view the columns we want to address.
+First, get the latest definition of the Dataset with [`get_definition()`](https://docs.microsoft.com/python/api/azureml-core/azureml.core.dataset.dataset?view=azure-ml-py#get-definition-version-id-none-) and pare down the data with [`keep_columns()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow#keep-columns-columns--multicolumnselection--validate-column-exists--bool---false-----azureml-dataprep-api-dataflow-dataflow), so we only view the columns we want to address.
 
 ```Python
 from azureml.core.dataset import Dataset

articles/machine-learning/service/how-to-load-data.md

@@ -30,10 +30,10 @@ The following table shows a selection of functions used for loading data from co
 | File type | Function | Reference link |
 |-------|-------|-------|
 |Any|`auto_read_file()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#auto-read-file-path--filepath--include-path--bool---false-----azureml-dataprep-api-dataflow-dataflow)|
-|Text|`read_lines()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#read-lines-path--filepath--header--azureml-dataprep-api-engineapi-typedefinitions-promoteheadersmode----promoteheadersmode-none--0---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---skip-rows--int---0--skip-mode--azureml-dataprep-api-engineapi-typedefinitions-skipmode----skipmode-none--0---comment--str---none--include-path--bool---false-----azureml-dataprep-api-dataflow-dataflow)|
-|CSV|`read_csv()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#read-csv-path--filepath--separator--str--------header--azureml-dataprep-api-engineapi-typedefinitions-promoteheadersmode----promoteheadersmode-constantgrouped--3---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---quoting--bool---false--inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--skip-mode--azureml-dataprep-api-engineapi-typedefinitions-skipmode----skipmode-none--0---comment--str---none--include-path--bool---false--archive-options--azureml-dataprep-api--archiveoption-archiveoptions---none-----azureml-dataprep-api-dataflow-dataflow)|
-|Excel|`read_excel()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#read-excel-path--filepath--sheet-name--str---none--use-column-headers--bool---false--inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--include-path--bool---false-----azureml-dataprep-api-dataflow-dataflow)|
-|Fixed-width|`read_fwf()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#read-fwf-path--filepath--offsets--typing-list-int---header--azureml-dataprep-api-engineapi-typedefinitions-promoteheadersmode----promoteheadersmode-constantgrouped--3---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--skip-mode--azureml-dataprep-api-engineapi-typedefinitions-skipmode----skipmode-none--0---include-path--bool---false-----azureml-dataprep-api-dataflow-dataflow)|
+|Text|`read_lines()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep#read-lines-path--filepath--header--azureml-dataprep-api-dataflow-promoteheadersmode----promoteheadersmode-none--0---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---skip-rows--int---0--skip-mode--azureml-dataprep-api-dataflow-skipmode----skipmode-none--0---comment--str---none--include-path--bool---false--verify-exists--bool---true-----azureml-dataprep-api-dataflow-dataflow)|
+|CSV|`read_csv()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep#read-csv-path--filepath--separator--str--------header--azureml-dataprep-api-dataflow-promoteheadersmode----promoteheadersmode-constantgrouped--3---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---quoting--bool---false--inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--skip-mode--azureml-dataprep-api-dataflow-skipmode----skipmode-none--0---comment--str---none--include-path--bool---false--archive-options--azureml-dataprep-api--archiveoption-archiveoptions---none--infer-column-types--bool---false--verify-exists--bool---true-----azureml-dataprep-api-dataflow-dataflow)|
+|Excel|`read_excel()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep#read-excel-path--filepath--sheet-name--str---none--use-column-headers--bool---false--inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--include-path--bool---false--infer-column-types--bool---false--verify-exists--bool---true-----azureml-dataprep-api-dataflow-dataflow)|
+|Fixed-width|`read_fwf()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep#read-fwf-path--filepath--offsets--typing-list-int---header--azureml-dataprep-api-dataflow-promoteheadersmode----promoteheadersmode-constantgrouped--3---encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---inference-arguments--azureml-dataprep-api-builders-inferencearguments---none--skip-rows--int---0--skip-mode--azureml-dataprep-api-dataflow-skipmode----skipmode-none--0---include-path--bool---false--infer-column-types--bool---false--verify-exists--bool---true-----azureml-dataprep-api-dataflow-dataflow)|
 |JSON|`read_json()`|[reference](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep?view=azure-dataprep-py#read-json-path--filepath--encoding--azureml-dataprep-api-engineapi-typedefinitions-fileencoding----fileencoding-utf8--0---flatten-nested-arrays--bool---false--include-path--bool---false-----azureml-dataprep-api-dataflow-dataflow)|
 
 ## Load data automatically

articles/machine-learning/service/how-to-write-data.md

@@ -67,7 +67,7 @@ Example output:
 
 ### Delimited file example
 
-The following code uses the [`write_to_csv()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow?view=azure-dataprep-py#write-to-csv-directory-path--destinationpath--separator--str--------na--str----na---error--str----error------azureml-dataprep-api-dataflow-dataflow) function to write data to a delimited file.
+The following code uses the [`write_to_csv()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow#write-to-csv-directory-path--datadestination--separator--str--------na--str----na---error--str----error------azureml-dataprep-api-dataflow-dataflow) function to write data to a delimited file.
 
 ```python
 # Create a new data flow using `write_to_csv` 
@@ -115,7 +115,7 @@ The preceding code produces this output:
 
 ### Parquet file example
 
-Similar to `write_to_csv()`, the [`write_to_parquet()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow?view=azure-dataprep-py#write-to-parquet-file-path--typing-union--destinationpath--nonetype----none--directory-path--typing-union--destinationpath--nonetype----none--single-file--bool---false--error--str----error---row-groups--int---0-----azureml-dataprep-api-dataflow-dataflow) function returns a new data flow with a write Parquet step that is executed when the data flow runs.
+Similar to `write_to_csv()`, the [`write_to_parquet()`](https://docs.microsoft.com/python/api/azureml-dataprep/azureml.dataprep.dataflow#write-to-parquet-file-path--typing-union--datadestination--nonetype----none--directory-path--typing-union--datadestination--nonetype----none--single-file--bool---false--error--str----error---row-groups--int---0-----azureml-dataprep-api-dataflow-dataflow) function returns a new data flow with a write Parquet step that is executed when the data flow runs.
 
 ```python
 write_parquet_t = t.write_to_parquet(directory_path=dprep.LocalFileOutput('./test_parquet_out/'),

articles/marketplace/partner-center-portal/manage-account.md

@@ -274,7 +274,7 @@ If you want to grant Partner Center access to a brand-new Azure AD application a
 1.	From the **Users** page (under **Account settings**), select **Add Azure AD applications**.
 2.	On the next page, select **New Azure AD application**.
 3.	Enter the **Reply URL** for the new Azure AD application. This is the URL where users can sign in and use your Azure AD application (sometimes also known as the App URL or Sign-On URL). The **Reply URL** can't be longer than 256 characters and must be unique within your directory.
-4.	Enter the **App ID URI** for the new Azure AD application. This is a logical identifier for the Azure AD application that is presented when a single sign-on request is sent to Azure AD. Note that the **App ID URI** must be unique for each Azure AD application in your directory. This ID can't be longer than 256 characters. For more info about the App ID URI, see [Integrating applications with Azure Active Directory](https://docs.microsoft.com/azure/active-directory/develop/active-directory-integrating-applications#changing-the-application-registration-to-support-multi-tenant).
+4.	Enter the **App ID URI** for the new Azure AD application. This is a logical identifier for the Azure AD application that is presented when a single sign-on request is sent to Azure AD. Note that the **App ID URI** must be unique for each Azure AD application in your directory. This ID can't be longer than 256 characters. For more info about the App ID URI, see [Integrating applications with Azure Active Directory](https://docs.microsoft.com/azure/active-directory/develop/quickstart-modify-supported-accounts#change-the-application-registration-to-support-different-accounts).
 5.	In the **Roles** section, specify the role(s) or customized permissions for the Azure AD application.
 6.	Select **Save**.
 

articles/media-services/previous/media-services-rest-upload-files.md

@@ -172,7 +172,7 @@ Now that you have the upload URL, you need to write some code using the Azure Bl
 
 - [Using the Azure Storage REST API](https://docs.microsoft.com/azure/storage/common/storage-rest-api-auth?toc=%2fazure%2fstorage%2fblobs%2ftoc.json)
 - [PUT Blob](https://docs.microsoft.com/rest/api/storageservices/put-blob)
-- [Upload blobs to Blob storage](https://docs.microsoft.com/azure/storage/common/storage-use-azcopy#upload-blobs-to-blob-storage)
+- [Upload blobs to Blob storage](https://docs.microsoft.com/previous-versions/azure/storage/storage-use-azcopy#upload-blobs-to-blob-storage)
 
 ### Upload a file with Postman
 

articles/network-watcher/network-watcher-diagnose-on-premises-connectivity.md

@@ -32,7 +32,7 @@ You want to configure a site-to-site connection between Azure and on-premises us
 
 1. Virtual Network Gateway - The VPN Gateway on Azure
 1. Local Network Gateway - The [on-premises (FortiGate) VPN Gateway](../vpn-gateway/vpn-gateway-howto-site-to-site-resource-manager-portal.md#LocalNetworkGateway) representation in Azure cloud
-1. Site-to-site connection (route based) - [Connection between the VPN Gateway and the on-premises router](https://docs.microsoft.com/azure/vpn-gateway/vpn-gateway-howto-site-to-site-resource-manager-portal#createconnection)
+1. Site-to-site connection (route based) - [Connection between the VPN Gateway and the on-premises router](https://docs.microsoft.com/azure/vpn-gateway/vpn-gateway-howto-site-to-site-resource-manager-portal#CreateConnection)
 1. [Configuring FortiGate](https://github.com/Azure/Azure-vpn-config-samples/blob/master/Fortinet/Current/Site-to-Site_VPN_using_FortiGate.md)
 
 Detailed step by step guidance for configuring a Site-to-Site configuration can be found by visiting: [Create a VNet with a Site-to-Site connection using the Azure portal](../vpn-gateway/vpn-gateway-howto-site-to-site-resource-manager-portal.md).

articles/role-based-access-control/built-in-roles.md

@@ -2529,7 +2529,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Read, write, and delete Azure Storage containers and blobs. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Read, write, and delete Azure Storage containers and blobs. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | ba92f5b4-2d11-453d-a403-e96b0029c9fe |
 > | **Actions** |  |
 > | Microsoft.Storage/storageAccounts/blobServices/containers/delete | Delete a container. |
@@ -2548,7 +2548,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Provides full access to Azure Storage blob containers and data, including assigning POSIX access control. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Provides full access to Azure Storage blob containers and data, including assigning POSIX access control. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | b7e6dc6d-f1e8-4753-8033-0f276bb0955b |
 > | **Actions** |  |
 > | Microsoft.Storage/storageAccounts/blobServices/containers/* | Full permissions on containers. |
@@ -2563,7 +2563,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Read and list Azure Storage containers and blobs. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Read and list Azure Storage containers and blobs. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | 2a2b9908-6ea1-4ae2-8e65-a410df84e7d1 |
 > | **Actions** |  |
 > | Microsoft.Storage/storageAccounts/blobServices/containers/read | Return a container or a list of containers. |
@@ -2578,7 +2578,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Read, write, and delete Azure Storage queues and queue messages. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Read, write, and delete Azure Storage queues and queue messages. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | 974c5e8b-45b9-4653-ba55-5f855dd0fb88 |
 > | **Actions** |  |
 > | Microsoft.Storage/storageAccounts/queueServices/queues/delete | Delete a queue. |
@@ -2597,7 +2597,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Peek, retrieve, and delete a messages from an Azure Storage queue. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Peek, retrieve, and delete a messages from an Azure Storage queue. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | 8a0f0c08-91a1-4084-bc3d-661d67233fed |
 > | **Actions** |  |
 > | *none* |  |
@@ -2613,7 +2613,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Add messages to an Azure Storage queue. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Add messages to an Azure Storage queue. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | c6a89b2d-59bc-44d0-9896-0f6e12d7b80a |
 > | **Actions** |  |
 > | *none* |  |
@@ -2628,7 +2628,7 @@ The following table provides a brief description of each built-in role. Click th
 > [!div class="mx-tableFixed"]
 > | | |
 > | --- | --- |
-> | **Description** | Read and list Azure Storage queues and queue messages. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-rest-operations). |
+> | **Description** | Read and list Azure Storage queues and queue messages. To learn which actions are required for a given data operation, see [Permissions for calling blob and queue data operations](https://docs.microsoft.com/rest/api/storageservices/authenticate-with-azure-active-directory#permissions-for-calling-blob-and-queue-data-operations). |
 > | **Id** | 19e7f393-937e-4f77-808e-94535e297925 |
 > | **Actions** |  |
 > | Microsoft.Storage/storageAccounts/queueServices/queues/read | Returns a queue or a list of queues. |

articles/search/search-monitor-usage.md

@@ -169,7 +169,7 @@ Both the Azure Search REST API and the .NET SDK provide programmatic access to s
 * [Count Documents](/rest/api/searchservice/count-documents)
 * [Get Indexer Status](/rest/api/searchservice/get-indexer-status)
 
-To enable using PowerShell or the Azure CLI, see the documentation [here](https://docs.microsoft.com/azure/monitoring-and-diagnostics/monitoring-overview-of-diagnostic-logs#how-to-enable-collection-of-diagnostic-logs).
+To enable using PowerShell or the Azure CLI, see the documentation [here](https://docs.microsoft.com/azure/azure-monitor/platform/diagnostic-logs-overview).
 
 ## Next steps