Merge pull request #209513 from alexbuckgit/alexbuckgit/docutune-autopr-docs-link-absolute-20220829-182109-9303658

[BULK UPDATE] DocuTune - Fix build validation issues: docs-link-absolute (part 4)

Author: tamarakhader

articles/load-balancer/TOC.yml

@@ -69,9 +69,9 @@
   - name: NAT gateway
     items:
     - name: Integrate NAT gateway public load balancer
-      href: ../virtual-network/nat-gateway/tutorial-nat-gateway-load-balancer-public-portal.md?toc=%2fazure%2fload-balancer%2ftoc.json
+      href: ../virtual-network/nat-gateway/tutorial-nat-gateway-load-balancer-public-portal.md?toc=/azure/load-balancer/toc.json
     - name: Integrate NAT gateway internal load balancer
-      href: ../virtual-network/nat-gateway/tutorial-nat-gateway-load-balancer-internal-portal.md?toc=%2fazure%2fload-balancer%2ftoc.json
+      href: ../virtual-network/nat-gateway/tutorial-nat-gateway-load-balancer-internal-portal.md?toc=/azure/load-balancer/toc.json
   - name: IP-based backend
     items:
     - name: Create a public load balancer with an IP-based backend - Portal
@@ -183,7 +183,7 @@
   - name: Outbound connectivity
     items:
     - name: Migrate outbound access
-      href: ../virtual-network/nat-gateway/tutorial-migrate-outbound-nat.md?toc=%2fazure%2fload-balancer%2ftoc.json
+      href: ../virtual-network/nat-gateway/tutorial-migrate-outbound-nat.md?toc=/azure/load-balancer/toc.json
     - name: Outbound only load balancer configuration
       href: egress-only.md
   - name: Virtual machine scale sets

articles/load-balancer/load-balancer-overview.md

@@ -54,7 +54,7 @@ Key scenarios that you can accomplish using Azure Standard Load Balancer include
 
 - Increase availability by distributing resources **[within](./tutorial-load-balancer-standard-public-zonal-portal.md)** and **[across](./quickstart-load-balancer-standard-public-portal.md)** zones.
 
-- Configure **[outbound connectivity ](./load-balancer-outbound-connections.md)** for Azure virtual machines.
+- Configure **[outbound connectivity](./load-balancer-outbound-connections.md)** for Azure virtual machines.
 
 - Use **[health probes](./load-balancer-custom-probe-overview.md)** to monitor load-balanced resources.
 

articles/machine-learning/data-science-virtual-machine/reference-ubuntu-vm.md

@@ -144,7 +144,7 @@ Azure Machine Learning is a fully managed cloud service that enables you to buil
 
 After you sign in to Azure Machine Learning studio, you can use an experimentation canvas to build a logical flow for the machine learning algorithms. You also have access to a Jupyter notebook that is hosted on Azure Machine Learning and can work seamlessly with the experiments in Azure Machine Learning studio. 
 
-Operationalize the machine learning models that you have built by wrapping them in a web service interface. Operationalizing machine learning models enables clients written in any language to invoke predictions from those models. For more information, see the [Machine Learning documentation](https://azure.microsoft.com/documentation/services/machine-learning/).
+Operationalize the machine learning models that you have built by wrapping them in a web service interface. Operationalizing machine learning models enables clients written in any language to invoke predictions from those models. For more information, see the [Machine Learning documentation](/azure/machine-learning/).
 
 You can also build your models in R or Python on the VM, and then deploy them in production on Azure Machine Learning. We have installed libraries in R (**AzureML**) and Python (**azureml**) to enable this functionality.
 

articles/machine-learning/how-to-github-actions-machine-learning.md

@@ -17,7 +17,7 @@ ms.custom: github-actions-azure
 Get started with [GitHub Actions](https://docs.github.com/en/actions) to train a model on Azure Machine Learning. 
 
 > [!NOTE]
-> GitHub Actions for Azure Machine Learning are provided as-is, and are not fully supported by Microsoft. If you encounter problems with a specific action, open an issue in the repository for the action. For example, if you encounter a problem with the aml-deploy action, report the problem in the [https://github.com/Azure/aml-deploy]( https://github.com/Azure/aml-deploy) repo.
+> GitHub Actions for Azure Machine Learning are provided as-is, and are not fully supported by Microsoft. If you encounter problems with a specific action, open an issue in the repository for the action. For example, if you encounter a problem with the aml-deploy action, report the problem in the [https://github.com/Azure/aml-deploy](https://github.com/Azure/aml-deploy) repo.
 
 ## Prerequisites 
 

articles/machine-learning/v1/how-to-create-attach-kubernetes.md

@@ -232,7 +232,7 @@ If you already have AKS cluster in your Azure subscription, you can use it with
 
 For more information on creating an AKS cluster using the Azure CLI or portal, see the following articles:
 
-* [Create an AKS cluster (CLI)](/cli/azure/aks?bc=%2fazure%2fbread%2ftoc.json&toc=%2fazure%2faks%2fTOC.json#az-aks-create)
+* [Create an AKS cluster (CLI)](/cli/azure/aks?bc=/azure/bread/toc.json&toc=/azure/aks/TOC.json#az-aks-create)
 * [Create an AKS cluster (portal)](../../aks/learn/quick-kubernetes-deploy-portal.md)
 * [Create an AKS cluster (ARM Template on Azure Quickstart templates)](https://github.com/Azure/azure-quickstart-templates/tree/master/quickstarts/microsoft.containerinstance/aks-azml-targetcompute)
 

articles/mysql/flexible-server/concepts-service-tiers-storage.md

@@ -18,7 +18,7 @@ You can create an Azure Database for MySQL Flexible Server in one of three diffe
 
 | Resource / Tier | **Burstable** | **General Purpose** | **Business Critical** |
 |:---|:----------|:--------------------|:---------------------|
-| VM series| [B-series](https://docs.microsoft.com/azure/virtual-machines/sizes-b-series-burstable) | [Ddsv4-series](https://docs.microsoft.com/azure/virtual-machines/ddv4-ddsv4-series#ddsv4-series) | [Edsv4](https://docs.microsoft.com/azure/virtual-machines/edv4-edsv4-series#edsv4-series)/[Edsv5-series](https://docs.microsoft.com/azure/virtual-machines/edv5-edsv5-series#edsv5-series)*|
+| VM series| [B-series](/azure/virtual-machines/sizes-b-series-burstable) | [Ddsv4-series](/azure/virtual-machines/ddv4-ddsv4-series#ddsv4-series) | [Edsv4](/azure/virtual-machines/edv4-edsv4-series#edsv4-series)/[Edsv5-series](/azure/virtual-machines/edv5-edsv5-series#edsv5-series)*|
 | vCores | 1, 2, 4, 8, 12, 16, 20 | 2, 4, 8, 16, 32, 48, 64 | 2, 4, 8, 16, 32, 48, 64, 80, 96 |
 | Memory per vCore | Variable | 4 GiB | 8 GiB * |
 | Storage size | 20 GiB to 16 TiB | 20 GiB to 16 TiB | 20 GiB to 16 TiB |

articles/network-watcher/network-watcher-monitoring-overview.md

@@ -31,11 +31,11 @@ For information about analyzing traffic from a network security group, see [Netw
 
 Endpoints can be another virtual machine (VM), a fully qualified domain name (FQDN), a uniform resource identifier (URI), or IPv4 address. The *connection monitor* capability monitors communication at a regular interval and informs you of reachability, latency, and network topology changes between the VM and the endpoint. For example, you might have a web server VM that communicates with a database server VM. Someone in your organization may, unknown to you, apply a custom route or network security rule to the web server or database server VM or subnet.
 
-If an endpoint becomes unreachable, connection troubleshoot informs you of the reason. Potential reasons are a DNS name resolution problem, the CPU, memory, or firewall within the operating system of a VM, or the hop type of a custom route, or security rule for the VM or subnet of the outbound connection. Learn more about [security rules](../virtual-network/network-security-groups-overview.md?toc=%2fazure%2fnetwork-watcher%2ftoc.json#security-rules) and [route hop types](../virtual-network/virtual-networks-udr-overview.md?toc=%2fazure%2fnetwork-watcher%2ftoc.json) in Azure.
+If an endpoint becomes unreachable, connection troubleshoot informs you of the reason. Potential reasons are a DNS name resolution problem, the CPU, memory, or firewall within the operating system of a VM, or the hop type of a custom route, or security rule for the VM or subnet of the outbound connection. Learn more about [security rules](../virtual-network/network-security-groups-overview.md?toc=/azure/network-watcher/toc.json#security-rules) and [route hop types](../virtual-network/virtual-networks-udr-overview.md?toc=/azure/network-watcher/toc.json) in Azure.
 
 Connection monitor also provides the minimum, average, and maximum latency observed over time. After learning the latency for a connection, you may find that you're able to decrease the latency by moving your Azure resources to different Azure regions. Learn more about determining [relative latencies between Azure regions and internet service providers](#determine-relative-latencies-between-azure-regions-and-internet-service-providers) and how to monitor communication between a VM and an endpoint with [connection monitor](connection-monitor.md). If you'd rather test a connection at a point in time, rather than monitor the connection over time, like you do with connection monitor, use the [connection troubleshoot](#connection-troubleshoot) capability.
 
-Network performance monitor is a cloud-based hybrid network monitoring solution that helps you monitor network performance between various points in your network infrastructure. It also helps you monitor network connectivity to service and application endpoints and monitor the performance of Azure ExpressRoute. Network performance monitor detects network issues like traffic blackholing, routing errors, and issues that conventional network monitoring methods aren't able to detect. The solution generates alerts and notifies you when a threshold is breached for a network link. It also ensures timely detection of network performance issues and localizes the source of the problem to a particular network segment or device. Learn more about [network performance monitor](../azure-monitor/insights/network-performance-monitor.md?toc=%2fazure%2fnetwork-watcher%2ftoc.json).
+Network performance monitor is a cloud-based hybrid network monitoring solution that helps you monitor network performance between various points in your network infrastructure. It also helps you monitor network connectivity to service and application endpoints and monitor the performance of Azure ExpressRoute. Network performance monitor detects network issues like traffic blackholing, routing errors, and issues that conventional network monitoring methods aren't able to detect. The solution generates alerts and notifies you when a threshold is breached for a network link. It also ensures timely detection of network performance issues and localizes the source of the problem to a particular network segment or device. Learn more about [network performance monitor](../azure-monitor/insights/network-performance-monitor.md?toc=/azure/network-watcher/toc.json).
 
 ### View resources in a virtual network and their relationships
 
@@ -77,7 +77,7 @@ The effective security rules for a network interface are a combination of all se
 
 ## Metrics
 
-There are [limits](../azure-resource-manager/management/azure-subscription-service-limits.md?toc=%2fazure%2fnetwork-watcher%2ftoc.json#azure-resource-manager-virtual-networking-limits) to the number of network resources that you can create within an Azure subscription and region. If you meet the limits, you're unable to create more resources within the subscription or region. The *network subscription limit* capability provides a summary of how many of each network resource you have deployed in a subscription and region, and what the limit is for the resource. The following picture shows the partial output for network resources deployed in the East US region for an example subscription:
+There are [limits](../azure-resource-manager/management/azure-subscription-service-limits.md?toc=/azure/network-watcher/toc.json#azure-resource-manager-virtual-networking-limits) to the number of network resources that you can create within an Azure subscription and region. If you meet the limits, you're unable to create more resources within the subscription or region. The *network subscription limit* capability provides a summary of how many of each network resource you have deployed in a subscription and region, and what the limit is for the resource. The following picture shows the partial output for network resources deployed in the East US region for an example subscription:
 
 ![Subscription limits](./media/network-watcher-monitoring-overview/subscription-limit.png)
 
@@ -95,7 +95,7 @@ Learn more about NSG flow logs by completing the [Log network traffic to and fro
 
 ### View diagnostic logs for network resources
 
-You can enable diagnostic logging for Azure networking resources such as network security groups, public IP addresses, load balancers, virtual network gateways, and application gateways. The *Diagnostic logs* capability provides a single interface to enable and disable network resource diagnostic logs for any existing network resource that generates a diagnostic log. You can view diagnostic logs using tools such as Microsoft Power BI and Azure Monitor logs. To learn more about analyzing Azure network diagnostic logs, see [Azure network solutions in Azure Monitor logs](../azure-monitor/insights/azure-networking-analytics.md?toc=%2fazure%2fnetwork-watcher%2ftoc.json).
+You can enable diagnostic logging for Azure networking resources such as network security groups, public IP addresses, load balancers, virtual network gateways, and application gateways. The *Diagnostic logs* capability provides a single interface to enable and disable network resource diagnostic logs for any existing network resource that generates a diagnostic log. You can view diagnostic logs using tools such as Microsoft Power BI and Azure Monitor logs. To learn more about analyzing Azure network diagnostic logs, see [Azure network solutions in Azure Monitor logs](../azure-monitor/insights/azure-networking-analytics.md?toc=/azure/network-watcher/toc.json).
 
 ## Network Watcher automatic enablement
 When you create or update a virtual network in your subscription, Network Watcher will be enabled automatically in your Virtual Network's region. There is no impact to your resources or associated charge for automatically enabling Network Watcher. For more information, see [Network Watcher create](network-watcher-create.md).

articles/notification-hubs/notification-hubs-push-notification-overview.md

@@ -114,7 +114,7 @@ Get started with creating and using a notification hub by following the [Tutoria
 [1]: ./media/notification-hubs-overview/notification-hub-diagram.png
 
 [How customers are using Notification Hubs]: https://azure.microsoft.com/services/notification-hubs
-[Notification Hubs tutorials and guides]: https://azure.microsoft.com/documentation/services/notification-hubs
+[Notification Hubs tutorials and guides]: /azure/notification-hubs
 [iOS]: ./notification-hubs-push-notification-fixer.md
 [Android]: ./notification-hubs-android-push-notification-google-gcm-get-started.md
 [Windows Universal]: ./notification-hubs-windows-store-dotnet-get-started-wns-push-notification.md

articles/postgresql/index.yml

@@ -49,7 +49,7 @@ landingContent:
           - text: Design a Database on Single Server
             url: single-server/tutorial-design-database-using-azure-portal.md
           - text: Build Python (Django) app with PostgreSQL
-            url: ../app-service/tutorial-python-postgresql-app.md?toc=%2fazure%2fpostgresql%2ftoc.json
+            url: ../app-service/tutorial-python-postgresql-app.md?toc=/azure/postgresql/toc.json
           - text: Monitor and tune the server
             url: single-server/tutorial-monitor-and-tune.md
   - title: Flexible Server 

articles/postgresql/single-server/index.yml

@@ -51,7 +51,7 @@ landingContent:
           - text: Design a Database on Single Server
             url: tutorial-design-database-using-azure-portal.md
           - text: Build a Web App using Python (Django)
-            url: ../../app-service/tutorial-python-postgresql-app.md?toc=%2fazure%2fpostgresql%2ftoc.json
+            url: ../../app-service/tutorial-python-postgresql-app.md?toc=/azure/postgresql/toc.json
 # Card
   - title: Connect and query
     linkLists:
@@ -129,4 +129,4 @@ landingContent:
           - text: REST API developer reference
             url: /cli/azure/postgres
           - text: Azure Resource Manager templates
-            url: /azure/templates/microsoft.dbforpostgresql/allversions
+            url: /azure/templates/microsoft.dbforpostgresql/allversions