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articles/api-management/api-management-authenticate-authorize-azure-openai.md

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author: dlepow
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ms.service: azure-api-management
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ms.topic: article
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ms.date: 02/20/2024
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ms.date: 01/23/2025
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ms.author: danlep
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ms.collection: ce-skilling-ai-copilot
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---
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## Authenticate with managed identity
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An alternative way to authenticate to an Azure OpenAI API by using a managed identity in Microsoft Entra ID. For background, see
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An alternative and recommended way to authenticate to an Azure OpenAI API is by using a managed identity in Microsoft Entra ID. For background, see
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[How to configure Azure OpenAI Service with managed identity](/azure/ai-services/openai/how-to/managed-identity).
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Following are steps to configure your API Management instance to use a managed identity to authenticate requests to an Azure OpenAI API.

articles/api-management/azure-openai-api-from-specification.md

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author: dlepow
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ms.topic: how-to
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ms.date: 05/10/2024
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ms.date: 01/23/2025
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This article shows two options to import an [Azure OpenAI Service](/azure/ai-services/openai/overview) API into an Azure API Management instance as a REST API:
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- [Import an Azure OpenAI API directly from Azure OpenAI Service](#option-1-import-api-from-azure-openai-service)
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- [Import an Azure OpenAI API directly from Azure OpenAI Service](#option-1-import-api-from-azure-openai-service) (recommended)
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- [Download and add the OpenAPI specification](#option-2-add-an-openapi-specification-to-api-management) for Azure OpenAI and add it to API Management as an OpenAPI API.
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## Prerequisites

articles/api-management/azure-openai-token-limit-policy.md

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ms.topic: reference
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ms.date: 06/25/2024
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ms.date: 02/18/2025
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ms.author: danlep
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---
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articles/api-management/llm-token-limit-policy.md

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ms.topic: reference
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ms.date: 08/08/2024
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ms.date: 02/18/2025
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---
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articles/azure-compute-fleet/quickstart-create-portal.md

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ms.service: azure-compute-fleet
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- build-2024
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ms.date: 11/13/2024
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ms.date: 02/19/2025
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ms.reviewer: jushiman
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> [!IMPORTANT]
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> Azure Compute Fleet is currently in preview. Previews are made available to you on the condition that you agree to the [supplemental terms of use](https://azure.microsoft.com/support/legal/preview-supplemental-terms/). Some aspects of this feature may change prior to general availability (GA).
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This article steps through using Azure portal to create a Compute Fleet.
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This article steps through using the Azure portal to create a Compute Fleet.
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## Log in to Azure
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You can deploy a Compute Fleet with a Windows Server image or Linux image such as RHEL, CentOS, Ubuntu, or SLES.
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1. In the Azure portal search bar, search for **Azure Compute Fleet** and select the result under *Marketplace*.
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1. In the Azure portal search bar, search for **Compute Fleet** and select the result under *Marketplace*.
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1. Select **Create** on the **Compute Fleet** page.
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1. In the **Basics** tab, under **Project details**, make sure the correct subscription is selected and create a new resource group called *myFleetResourceGroup*.
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1. Under **Instance details**, set *myFleet* for your Compute Fleet name.
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1. Select a **Region** that is close to your area.
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1. Select a marketplace image for **Image**.
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1. Select an option from **Availability zones** or a qualified availability zone will be automatically picked up for you.
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1. Select a **Security type** that is available for a Virtual Machine (VM).
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1. Select a marketplace image for **Image**.
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1. Select **Architecture** for your VM. Available options are `Arm64` or `x64`.
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1. For **Virtual machine types**, select whether you're deploying Spot VMs, Standard VMs, or both. In this example, we select both.
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1. Specify 3 to 15 virtual machine (VM) sizes for **Sizes**.
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1. Specify 3 to 15 VM sizes for **Sizes**.
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1. **For Spot fleet deployment:** Under **VM capacity**, specify your target capacity for Spot VM instance count between 1 and 10,000.
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1. **For Standard fleet deployment:** Under **VM capacity**, specify your target capacity for Standard VM instance count between 1 and 10,000.
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1. **For Standard fleet deployment:** Under **VM capacity**, specify your target capacity for Standard VM instance count between 1 and 10,000.
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1. Select **Allocation strategy** to what factors you would like to prioritize when procuring VM size.
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1. Enter the **Max hourly price per Spot VM (USD)**. Note that Spot VMs above your maximum hourly price will be evicted.
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1. Under **Administrator account** configure the admin username and set up an associated password or SSH public key.
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- A **Password** must be at least 12 characters long and meet three out of the four following complexity requirements: one lower case character, one upper case character, one number, and one special character. For more information, see [username and password requirements](/azure/virtual-machines/windows/faq#what-are-the-password-requirements-when-creating-a-vm-).
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- A **Password** must be at least 12 characters long and meet three out of the four following complexity requirements: one lowercase character, one uppercase character, one number, and one special character. For more information, see [username and password requirements](/azure/virtual-machines/windows/faq#what-are-the-password-requirements-when-creating-a-vm-).
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- If you select a Linux OS disk image, you can instead choose **SSH public key**. You can use an existing key or create a new one. In this example, Azure generates a new key pair for us. For more information on generating key pairs, see [create and use SSH keys](/azure/virtual-machines/linux/mac-create-ssh-keys).
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1. Select **Next: Networking** to move the networking configuration options. For this quickstart, leave the default networking configurations.

articles/azure-functions/durable/durable-functions-dotnet-isolated-overview.md

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### Update your project
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The first step is to update your project to [Azure Functions .NET isolated](../migrate-version-3-version-4.md). Then, update your Durable Functions NuGet package references.
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The first step is to update your project to [Azure Functions .NET isolated](../migrate-dotnet-to-isolated-model.md). Then, update your Durable Functions NuGet package references.
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Old:
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articles/azure-functions/functions-bindings-cache.md

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You can integrate Azure Redis and Azure Functions to build functions that react to events from Azure Redis or external systems.
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| Action | Direction | Support level |
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|---------|-----------|-----|
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| [Trigger on Redis pub sub messages](functions-bindings-cache-trigger-redispubsub.md) | Trigger | Preview |
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| [Trigger on Redis lists](functions-bindings-cache-trigger-redislist.md) | Trigger | Preview |
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| [Trigger on Redis streams](functions-bindings-cache-trigger-redisstream.md) | Trigger | Preview |
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| [Read a cached value](functions-bindings-cache-input.md) | Input | Preview |
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| [Write a values to cache](functions-bindings-cache-output.md) | Output | Preview |
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| Action | Direction |
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|---------|-----------|
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| [Trigger on Redis pub sub messages](functions-bindings-cache-trigger-redispubsub.md) | Trigger |
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| [Trigger on Redis lists](functions-bindings-cache-trigger-redislist.md) | Trigger |
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| [Trigger on Redis streams](functions-bindings-cache-trigger-redisstream.md) | Trigger |
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| [Read a cached value](functions-bindings-cache-input.md) | Input |
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| [Write a values to cache](functions-bindings-cache-output.md) | Output |
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## Scope of availability for functions triggers and bindings
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articles/azure-maps/release-notes-map-control.md

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## v3 (latest)
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### [3.6.0] (CDN: February 18, 2025, npm: TBA)
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### [3.6.0] (CDN: February 18, 2025, npm: February 20, 2025)
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#### New features
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* Add a new option `StyleOptions.styleOverrides` which controls the visibility of various map elements, including `countryRegion`, `adminDistrict`, `adminDistrict2`, `buildingFootprint`, and `roadDetails`.
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#### Other changes
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### [3.5.0] (CDN: November 4, 2024, npm: November 7)
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### [3.5.0] (CDN: November 4, 2024, npm: November 7, 2024)
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### [3.4.0] (CDN: September 30, 2024, npm: October 2)
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### [3.4.0] (CDN: September 30, 2024, npm: October 2, 2024)
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- Add support for PMTiles.

articles/azure-netapp-files/azacsnap-introduction.md

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AzAcSnap is a single binary. It doesn't need additional agents or plug-ins to interact with the database or the storage (Azure NetApp Files via Azure Resource Manager, and Azure Large Instances via Secure Shell [SSH]).
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## Technical articles
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The following technical articles describe how to set up AzAcSnap as part of a data protection strategy:
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- [Backup and Recovery Guide for SAP HANA on Azure VMs with Azure NetApp Files snapshots by AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/manual-recovery-guide-for-sap-hana-on-azure-vms-from-azure/ba-p/3290161)
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- [Backup and Recovery Guide for SAP Oracle 19c on Azure VMs with Azure NetApp Files snapshots by AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/manual-recovery-guide-for-sap-oracle-19c-on-azure-vms-from-azure/ba-p/3242408)
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- [Backup and Recovery Guide for SAP Db2 on Azure VMs with Azure NetApp Files snapshots by AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/manual-recovery-guide-for-sap-db2-on-azure-vms-from-azure-netapp/ba-p/3865379)
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- [Backup and Recovery Guide for SAP ASE 16.0 on Azure VMs with Azure NetApp Files snapshots by AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/sap-ase-16-0-on-azure-netapp-files-for-sap-workloads-on-sles15/ba-p/3729496)
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- [Backup and Recovery Guide for MS SQL Server on Azure VMs with Azure NetApp Files snapshots by AzAcSnap](https://techcommunity.microsoft.com/blog/sapapplications/restoring-an-ms-sql-2022-db-from-a-anf-snapshot/4223716)
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- [Backup and Recovery Guide for SAP HANA on Azure Large Instance from storage snapshots by AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/manual-recovery-guide-for-sap-hana-on-azure-large-instance-from/ba-p/3242347)
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- [SAP Oracle 19c System Refresh Guide on Azure VMs using Azure NetApp Files Snapshots with AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/sap-oracle-19c-system-refresh-guide-on-azure-vms-using-azure/ba-p/3708172)
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- [Protecting HANA databases configured with HSR on Azure NetApp Files with AzAcSnap](https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/protecting-hana-databases-configured-with-hsr-on-azure-netapp/ba-p/3654620)
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- [Automating SAP system copy operations with Libelle SystemCopy](https://docs.netapp.com/us-en/netapp-solutions-sap/lifecycle/libelle-sc-overview.html)
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## Supported databases, operating systems, and Azure platforms
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articles/azure-netapp-files/azure-netapp-files-delegate-subnet.md

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In scenarios involving high application volume counts such as _SAP HANA_, consider larger subnets, like a **/23 network mask.** Larger subnets are especially beneficial if you expect many volumes and storage endpoints.
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* When creating the delegated subnet, an specific route will be programmed for the subnet range, apart from the route for the entire Virtual Network space.
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* In each VNet, only one subnet can be delegated to Azure NetApp Files.
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Azure enables you to create multiple delegated subnets in a VNet. However, any attempts to create a new volume would fail if you use more than one delegated subnet.

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