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articles/active-directory/app-provisioning/use-scim-to-provision-users-and-groups.md

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ms.tgt_pltfrm: na
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ms.devlang: na
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ms.topic: conceptual
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ms.date: 03/01/2020
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ms.date: 03/07/2020
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ms.author: mimart
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ms.reviewer: arvinh
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ms.custom: aaddev;it-pro;seohack1
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The standard user object schema and rest APIs for management defined in SCIM 2.0 (RFC [7642](https://tools.ietf.org/html/rfc7642), [7643](https://tools.ietf.org/html/rfc7643), [7644](https://tools.ietf.org/html/rfc7644)) allow identity providers and apps to more easily integrate with each other. Application developers that build a SCIM endpoint can integrate with any SCIM-compliant client without having to do custom work.
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Automating provisioning to an application requires building and integrating a SCIM endpoint with the Azure AD SCIM compliant. Perform the following steps to start provisioning users and groups into your application.
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Automating provisioning to an application requires building and integrating a SCIM endpoint with the Azure AD SCIM client. Perform the following steps to start provisioning users and groups into your application.
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* **[Step 1: Design your user and group schema.](#step-1-design-your-user-and-group-schema)** Identify the objects and attributes your application needs, and determine how they map to the user and group schema supported by the Azure AD SCIM implementation.
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## Step 3: Build a SCIM endpoint
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Now that you have desidned your schema and understood the Azure AD SCIM implementation, you can get started developing your SCIM endpoint. Rather than starting from scratch and building the implementation completely on your own, you can rely on a number of open source SCIM libraries published by the SCIM commuinty.
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Now that you have designed your schema and understood the Azure AD SCIM implementation, you can get started developing your SCIM endpoint. Rather than starting from scratch and building the implementation completely on your own, you can rely on a number of open source SCIM libraries published by the SCIM commuinty.
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The open source .NET Core [reference code](https://aka.ms/SCIMReferenceCode) published by the Azure AD provisioning team is one such resource that can jump start your development. Once you've built your SCIM endpoint, you'll want to test it out. You can use the collection of [postman tests](https://github.com/AzureAD/SCIMReferenceCode/wiki/Test-Your-SCIM-Endpoint) provided as part of the reference code or run through the sample requests / responses provided [above](https://docs.microsoft.com/azure/active-directory/app-provisioning/use-scim-to-provision-users-and-groups#user-operations).
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Note: The reference code is intended to help you get started building your SCIM endpoint and is provided "AS IS." Contributions from the community are welcome to help build and maintain the code.

articles/active-directory/develop/reference-app-manifest.md

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articles/active-directory/fundamentals/active-directory-compare-azure-ad-to-ad.md

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|Provisioning: users | Organizations create internal users manually or use an in-house or automated provisioning system, such as the Microsoft Identity Manager, to integrate with an HR system.|Existing AD organizations use [Azure AD Connect](https://docs.microsoft.com/azure/active-directory/hybrid/how-to-connect-sync-whatis) to sync identities to the cloud.</br> Azure AD adds support to automatically create users from [cloud HR systems](https://docs.microsoft.com/azure/active-directory/saas-apps/workday-tutorial). </br>Azure AD can provision identities in [SCIM enabled](https://docs.microsoft.com/azure/active-directory/manage-apps/use-scim-to-provision-users-and-groups) SaaS apps to automatically provide apps with the necessary details to allow access for users. |
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|Provisioning: external identities| Organizations create external users manually as regular users in a dedicated external AD forest, resulting in administration overhead to manage the lifecycle of external identities (guest users)| Azure AD provides a special class of identity to support external identities. [Azure AD B2B](https://docs.microsoft.com/azure/active-directory/b2b/) will manage the link to the external user identity to make sure they are valid. |
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| Entitlement management and groups| Administrators make users members of groups. App and resource owners then give groups access to apps or resources.| [Groups](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-groups-create-azure-portal) are also available in Azure AD and administrators can also use groups to grant permissions to resources. In Azure AD, administrators can assign membership to groups manually or use a query to dynamically include users to a group. </br> Administrators can use [Entitlement management](https://docs.microsoft.com/azure/active-directory/governance/entitlement-management-overview) in Azure AD to give users access to a collection of apps and resources using workflows and, if necessary, time-based criteria. |
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| Admin management|Organizations will use a combination of domains, organizational units, and groups in AD to delegate administrative rights to manage the directory and resources it controls.| Azure AD provides [built-in roles](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-users-assign-role-azure-portal) with its role-based access control (RBAC) system, as well as, the ability to [create custom roles](https://docs.microsoft.com/azure/active-directory/users-groups-roles/roles-custom-overview) to delegate privileged access to the identity system and the apps and resources it controls. </br>Managing roles can be enhanced with [Privileged Identity Management (PIM)](https://docs.microsoft.com/azure/active-directory/privileged-identity-management/pim-configure) to provide just-in-time, time-restricted, or workflow-based access to privileged roles. |
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| Admin management|Organizations will use a combination of domains, organizational units, and groups in AD to delegate administrative rights to manage the directory and resources it controls.| Azure AD provides [built-in roles](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-users-assign-role-azure-portal) with its role-based access control (RBAC) system, with limited support for [creating custom roles](https://docs.microsoft.com/azure/active-directory/users-groups-roles/roles-custom-overview) to delegate privileged access to the identity system, the apps, and resources it controls.</br>Managing roles can be enhanced with [Privileged Identity Management (PIM)](https://docs.microsoft.com/azure/active-directory/privileged-identity-management/pim-configure) to provide just-in-time, time-restricted, or workflow-based access to privileged roles. |
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| Credential management| Credentials in Active Directory is based on passwords, certificate authentication, and smartcard authentication. Passwords are managed using password policies that are based on password length, expiry, and complexity.|Azure AD uses intelligent [password protection](https://docs.microsoft.com/azure/active-directory/authentication/concept-password-ban-bad) for cloud and on-premises. Protection includes smart lockout plus blocking common and custom password phrases and substitutions. </br>Azure AD significantly boosts security [through Multi-factor authentication](https://docs.microsoft.com/azure/active-directory/authentication/concept-mfa-howitworks) and [passwordless](https://docs.microsoft.com/azure/active-directory/authentication/concept-authentication-passwordless) technologies, like FIDO2. </br>Azure AD reduces support costs by providing users a [self-service password reset](https://docs.microsoft.com/azure/active-directory/authentication/concept-sspr-howitworks) system. |
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| **Apps**|||
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| Infrastructure apps|Active Directory forms the basis for many infrastructure on-premises components, for example, DNS, DHCP, IPSec, WiFi, NPS, and VPN access|In a new cloud world, Azure AD, is the new control plane for accessing apps versus relying on networking controls. When users authenticate[, Conditional access (CA)](https://docs.microsoft.com/azure/active-directory/conditional-access/overview), will control which users, will have access to which apps under required conditions.|

articles/azure-databricks/TOC.yml

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items:
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- name: Getting started
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items:
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- name: Try Azure Databricks
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href: /azure/databricks/getting-started/try-databricks
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maintainContext: true
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- name: Get started with Azure Databricks
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href: /azure/databricks/getting-started/quick-start
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- name: Data overview
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href: /azure/databricks/getting-started/data
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- name: Platform release notes
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maintainContext: true
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- name: March 2020
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href: /azure/databricks/release-notes/product/2020/march
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maintainContext: true
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- name: February 2020
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articles/backup/backup-azure-troubleshoot-vm-backup-fails-snapshot-timeout.md

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**Error code**: UserErrorVmProvisioningStateFailed<br>
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**Error message**: The VM is in failed provisioning state<br>
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This error occurs when one of the extension failures puts the VM into provisioning failed state.<br>**Open  Azure portal > VM > Settings > Extensions > Extensions status** and check if all extensions are in **provisioning succeeded** state.
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This error occurs when one of the extension failures puts the VM into provisioning failed state.<br>**Open  Azure portal > VM > Settings > Extensions > Extensions status** and check if all extensions are in **provisioning succeeded** state. To learn more, see [Provisioning states](https://docs.microsoft.com/azure/virtual-machines/windows/states-lifecycle#provisioning-states).
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- If VMSnapshot extension is in a failed state, then right-click on the failed extension and remove it. Trigger an on-demand backup. This action will reinstall the extensions, and run the backup job. <br>
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- If any other extension is in a failed state, then it can interfere with the backup. Ensure those extension issues are resolved and retry the backup operation.
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- If any other extension is in a failed state, then it can interfere with the backup. Ensure those extension issues are resolved and retry the backup operation.
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- If the VM provisioning state is in an updating state, it can interfere with the backup. Ensure that it is healthy and retry the backup operation.
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## UserErrorRpCollectionLimitReached - The Restore Point collection max limit has reached
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| Cause | Solution |
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| --- | --- |
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| The VM status is reported incorrectly because the VM is shut down in Remote Desktop Protocol (RDP). | If you shut down the VM in RDP, check the portal to determine whether the VM status is correct. If its not correct, shut down the VM in the portal by using the **Shutdown** option on the VM dashboard. |
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| The VM status is reported incorrectly because the VM is shut down in Remote Desktop Protocol (RDP). | If you shut down the VM in RDP, check the portal to determine whether the VM status is correct. If it's not correct, shut down the VM in the portal by using the **Shutdown** option on the VM dashboard. |
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| The VM can't get the host or fabric address from DHCP. | DHCP must be enabled inside the guest for the IaaS VM backup to work. If the VM can't get the host or fabric address from DHCP response 245, it can't download or run any extensions. If you need a static private IP, you should configure it through the **Azure portal** or **PowerShell** and make sure the DHCP option inside the VM is enabled. [Learn more](../virtual-network/virtual-networks-static-private-ip-arm-ps.md#change-the-allocation-method-for-a-private-ip-address-assigned-to-a-network-interface) about setting up a static IP address with PowerShell.
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### <a name="remove_lock_from_the_recovery_point_resource_group"></a>Remove lock from the recovery point resource group

articles/backup/backup-support-matrix-mars-agent.md

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**Type** | **Support**
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Encrypted| Supported.
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Encrypted<sup>*</sup>| Supported.
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Compressed | Supported.
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\* Ensure that the MARS agent has access to the required certificates to access the encrypted files. Inaccessible files will be skipped.
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**Drive/volume** | **Support** | **Details**

articles/backup/backup-support-matrix.md

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**Data sources** | Maximum size of an individual [data source](https://docs.microsoft.com/azure/backup/backup-azure-backup-faq#how-is-the-data-source-size-determined) is 54,400 GB. This limit does not apply to Azure VM backups. No limits apply to the total amount of data you can back up to the vault.
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**Backups to vault** | **Azure VMs:** Once a day.<br/><br/>**Machines protected by DPM/MABS:** Twice a day.<br/><br/> **Machines backed up directly by using the MARS agent:** Three times a day.
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**Backups between vaults** | Backup is within a region.<br/><br/> You need a vault in every Azure region that contains VMs you want to back up. You can't back up to a different region.
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**Move vaults** | You can [move vaults](https://docs.microsoft.com/azure/backup/backup-azure-move-recovery-services-vault) across subscriptions or between resource groups in the same subscription. However, moving vaults across regions isnt supported.
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**Move vaults** | You can [move vaults](https://docs.microsoft.com/azure/backup/backup-azure-move-recovery-services-vault) across subscriptions or between resource groups in the same subscription. However, moving vaults across regions isn't supported.
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**Move data between vaults** | Moving backed-up data between vaults isn't supported.
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**Modify vault storage type** | You can modify the storage replication type (either geo-redundant storage or locally redundant storage) for a vault before backups are stored. After backups begin in the vault, the replication type can't be modified.
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## Daylight saving time support
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Azure Backup doesn't support automatic clock adjustment for daylight saving time for Azure VM backups. Modify backup policies manually as required.
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Azure Backup doesn't support automatic clock adjustment for daylight saving time for Azure VM backups. It does not shift the hour of the backup forward or backwards. To ensure the backup runs at the desired time, modify the backup policies manually as required.
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## Disk deduplication support
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articles/cognitive-services/QnAMaker/How-To/test-knowledge-base.md

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title: How to test a knowledge base - QnA Maker
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description: Testing your QnA Maker knowledge base is an important part of an iterative process to improve the accuracy of the responses being returned. You can test the knowledge base through an enhanced chat interface that also allows you make edits.
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# Test your knowledge base in QnA Maker
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You can add a new answer if any of the existing answers that were matched are incorrect or the answer does not exist in the knowledge base (no good match found in the KB).
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You can add a new answer if any of the existing answers that were matched are incorrect or the answer does not exist in the knowledge base (no good match found in the KB).
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Select **Save and Train** to persist this answer. A new question-answer pair has now been added to your knowledge base.
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Select **Save and Train** to persist this answer. A new question-answer pair has now been added to your knowledge base.
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Batch testing is provided with the batch testing tool. This tool is available as an [zipped executable](https://aka.ms/qnamakerbatchtestingtool) for download or as [C# source code](https://github.com/Azure-Samples/cognitive-services-qnamaker-csharp/tree/master/documentation-samples/batchtesting).
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Read the batch testing [tutorial](../Quickstarts/batch-testing.md) for step-by-step instructions.
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Batch testing is provided with the batch testing tool. This tool is available as an [zipped executable](https://aka.ms/qnamakerbatchtestingtool) for download or as [C# source code](https://github.com/Azure-Samples/cognitive-services-qnamaker-csharp/tree/master/documentation-samples/batchtesting).
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* the format for TSV input and outfile files
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## Next steps
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