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articles/active-directory-b2c/whats-new-docs.md

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- [Manage Azure AD B2C custom policies with Microsoft Graph PowerShell](manage-custom-policies-powershell.md) - Microsoft Graph PowerShell updates
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- [Localization string IDs](localization-string-ids.md) - CAPTCHA updates
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- [Page layout versions](page-layout.md) - CAPTCHA updates
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- [Configure Asignio with Azure Active Directory B2C for multifactor authentication](partner-asignio.md) - CAPTCHA updates
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## January 2024
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articles/ai-studio/how-to/sdk-generative-overview.md

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The Azure AI Generative Python SDK includes a telemetry feature that collects usage and failure data about the SDK and sends it to Microsoft when you use the SDK in a Jupyter Notebook only. Telemetry won't be collected for any use of the Python SDK outside of a Jupyter Notebook.
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Telemetry data helps the SDK team understand how the SDK is used so it can be improved and the information about failures helps the team resolve problems and fix bugs. The SDK telemetry feature is enabled by default for Jupyter Notebook usage and can't be enabled for non-Jupyter scenarios. To opt out of the telemetry feature in a Jupyter scenario, set the environment variable `"AZURE_AI_GENERATIVE_ENABLE_LOGGING"` to `"False"`.
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Telemetry data helps the SDK team understand how the SDK is used so it can be improved and the information about failures helps the team resolve problems and fix bugs. The SDK telemetry feature is enabled by default for Jupyter Notebook usage and can't be enabled for non-Jupyter scenarios.
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To opt out of the telemetry feature in a Jupyter scenario:
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- When using the `azure-ai-generative` package, set both of the following environment variables to `"False"`: `"AZURE_AI_GENERATIVE_ENABLE_LOGGING"` and `"AZURE_AI_RESOURCES_ENABLE_LOGGING"`. Both environment variables need to be set to `"False"` since `azure-ai-generative` is dependent on `azure-ai-resources`.
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- When using the `azure-ai-resources` package, set the environment variable `"AZURE_AI_RESOURCES_ENABLE_LOGGING"` to `"False"`.
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## Next steps
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articles/azure-monitor/agents/azure-monitor-agent-extension-versions.md

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| Release Date | Release notes | Windows | Linux |
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|:---|:---|:---|:---|
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| February 2024 | **Windows**<ul><li>Fix memory leak in IIS log collection</li><li>Fix json parsing with unicode characters for some ingestion endpoints</li><li>Allow Client installer to run on AVD DevBox partner</li><li>Enable TLS 1.3 on supported Windows versions</li><li>Enable Agent Side Aggregation for Private Preview</li><li>Update MetricsExtension package to 2.2024.202.2043</li><li>Update AzureSecurityPack.Geneva package to 4.31</li></ul>**Linux**<ul><li></li></ul> | 1.24.0 | Coming soon |
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| January 2024 |**Known Issues**<ul><li>The agent extension code size is beyond the deployment limit set by Arc, thus 1.29.5 won't install on Arc enabled servers. **This issue was fixed in 1.29.6**</li></ul>**Windows**<ul><li>Added support for Transport Layer Security 1.3</li><li>Reverted a change to enable multiple IIS subscriptions to use same filter. Feature will be redeployed once memory leak is fixed.</li><li>Improved ETW event throughput rate</li></ul>**Linux**<ul><li>Fix Error messages logged intended for mdsd.err went to mdsd.warn instead in 1.29.4 only. Likely error messages: "Exception while uploading to Gig-LA : ...", "Exception while uploading to ODS: ...", "Failed to upload to ODS: ..."</li><li>Syslog time zones incorrect: AMA now uses machine current time when AMA receives an event to populate the TimeGenerated field. The previous behavior parsed the time zone from the Syslog event which caused incorrect times if a device sent an event from a time zone different than the AMA collector machine.</li><li>Reduced noise generated by AMAs' use of semanage when SELinux is enabled"</li></ul> | 1.23.0 | 1.29.5, 1.29.6 |
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| January 2024 |**Known Issues**<ul><li>The agent extension code size is beyond the deployment limit set by Arc, thus 1.29.5 won't install on Arc enabled servers. **This issue was fixed in 1.29.6**</li></ul>**Windows**<ul><li>Added support for Transport Layer Security 1.3</li><li>Reverted a change to enable multiple IIS subscriptions to use same filter. Feature will be redeployed once memory leak is fixed.</li><li>Improved ETW event throughput rate</li></ul>**Linux**<ul><li>Fix Error messages logged intended for mdsd.err went to mdsd.warn instead in 1.29.4 only. Likely error messages: "Exception while uploading to Gig-LA : ...", "Exception while uploading to ODS: ...", "Failed to upload to ODS: ..."</li><li>Reduced noise generated by AMAs' use of semanage when SELinux is enabled"</li></ul> | 1.23.0 | 1.29.5, 1.29.6 |
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| December 2023 |**Known Issues**<ul><li>The agent extension code size is beyond the deployment limit set by Arc, thus 1.29.4 won't install on Arc enabled servers. Fix is coming in 1.29.6.</li><li>Multiple IIS subscriptions causes a memory leak. feature reverted in 1.23.0.</ul>**Windows** <ul><li>Prevent CPU spikes by not using bookmark when resetting an Event Log subscription</li><li>Added missing fluentbit exe to AMA client setup for Custom Log support</li><li>Updated to latest AzureCredentialsManagementService and DsmsCredentialsManagement package</li><li>Update ME to v2.2023.1027.1417</li></ul>**Linux**<ul><li>Support for TLS V1.3</li><li>Support for nopri in Syslog</li><li>Ability to set disk quota from DCR Agent Settings</li><li>Add ARM64 Ubuntu 22 support</li><li>**Fixes**<ul><li>SysLog</li><ul><li>Parse syslog Palo Alto CEF with multiple space characters following the hostname</li><li>Fix an issue with incorrectly parsing messages containing two '\n' chars in a row</li><li>Improved support for non-RFC compliant devices</li><li>Support infoblox device messages containing both hostname and IP headers</li></ul><li>Fix AMA crash in RHEL 7.2</li><li>Remove dependency on "which" command</li><li>Fix port conflicts due to AMA using 13000 </li><li>Reliability and Performance improvements</li></ul></li></ul>| 1.22.0 | 1.29.4|
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| October 2023| **Windows** <ul><li>Minimize CPU spikes when resetting an Event Log subscription</li><li>Enable multiple IIS subscriptions to use same filter</li><li>Cleanup files and folders for inactive tenants in multitenant mode</li><li>AMA installer won't install unnecessary certs</li><li>AMA emits Telemetry table locally</li><li>Update Metric Extension to v2.2023.721.1630</li><li>Update AzureSecurityPack to v4.29.0.4</li><li>Update AzureWatson to v1.0.99</li></ul>**Linux**<ul><li> Add support for Process metrics counters for Log Analytics upload and Azure Monitor Metrics</li><li>Use rsyslog omfwd TCP for improved syslog reliability</li><li>Support Palo Alto CEF logs where hostname is followed by 2 spaces</li><li>Bug and reliability improvements</li></ul> |1.21.0|1.28.11|
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| September 2023| **Windows** <ul><li>Fix issue with high CPU usage due to excessive Windows Event Logs subscription reset</li><li>Reduce fluentbit resource usage by limiting tracked files older than 3 days and limiting logging to errors only</li><li>Fix race-condition where resource_id is unavailable when agent is restarted</li><li>Fix race-condition when vm-extension provision agent (also known as GuestAgent) is issuing a disable-vm-extension command to AMA.</li><li>Update MetricExtension version to 2.2023.721.1630</li><li>Update Troubleshooter to v1.5.14 </li></ul>|1.20.0| None |

articles/container-instances/container-instances-container-groups.md

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<!-- LINKS - Internal -->
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[resource-manager template]: container-instances-multi-container-group.md
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[yaml-file]: container-instances-multi-container-yaml.md
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[region-availability]: container-instances-region-availability.md
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[region-availability]: container-instances-resource-and-quota-limits.md
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[resource-requests]: /rest/api/container-instances/2022-09-01/container-groups/create-or-update#resourcerequests
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[resource-limits]: /rest/api/container-instances/2022-09-01/container-groups/create-or-update#resourcelimits
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[resource-requirements]: /rest/api/container-instances/2022-09-01/container-groups/create-or-update#resourcerequirements

articles/container-instances/container-instances-resource-and-quota-limits.md

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# Resource availability & quota limits for ACI
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This article details the availability and quota limits of Azure Container Instances compute, memory, and storage resources in Azure regions and by target operating system. For a general list of available regions for Azure Container Instances, see [available regions](https://azure.microsoft.com/regions/services/). For product feature availability in Azure regions, see [Region availability](container-instances-region-availability.md).
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This article details the availability and quota limits of Azure Container Instances compute, memory, and storage resources in Azure regions and by target operating system. For a general list of available regions for Azure Container Instances, see [available regions](https://azure.microsoft.com/regions/services/).
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Values presented are the maximum resources available per deployment of a [container group](container-instances-container-groups.md). Values are current at time of publication.
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articles/container-instances/container-instances-spot-containers-overview.md

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This feature is designed for customers who need to run interruptible workloads with no strict availability requirements. Azure Container Instances Spot Containers support both Linux and Windows containers, providing flexibility for different operating system environments.
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This article provides background about the feature, limitations, and resources. To see the availability of Spot containers in Azure regions, see [Resource and region availability](container-instances-region-availability.md).
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This article provides background about the feature, limitations, and resources. To see the availability of Spot containers in Azure regions, see [Resource and quota limits](container-instances-resource-and-quota-limits.md).
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> [!NOTE]
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> Spot containers with Azure Container Instances is in preview and is not recommended for production scenarios.

articles/container-instances/container-instances-virtual-network-concepts.md

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This article provides background about virtual network scenarios, limitations, and resources. For deployment examples using the Azure CLI, see [Deploy container instances into an Azure virtual network](container-instances-vnet.md).
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> Container group deployment to a virtual network is generally available for Linux and Windows containers, in most regions where Azure Container Instances is available. For details, see [Regions and resource availability](container-instances-region-availability.md).
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> Container group deployment to a virtual network is generally available for Linux and Windows containers, in most regions where Azure Container Instances is available. For details, see [Resource availability and quota limits](container-instances-resource-and-quota-limits.md).
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articles/cosmos-db/continuous-backup-restore-frequently-asked-questions.yml

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Is continuous backup supported for Azure Synapse Link-enabled accounts?
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The capability to turn on Synapse Link in database accounts with continuous backup enabled is in preview now. The opposite situation, to turn on continuous backup in Synapse Link enabled database accounts, is still not supported yet.
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The capability to turn on Synapse Link in database accounts with continuous backup enabled is GA now. The opposite situation, to turn on continuous backup in Synapse Link enabled database accounts, is still not supported yet.
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## Next steps
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articles/synapse-analytics/machine-learning/tutorial-horovod-pytorch.md

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> [!WARNING]
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> - The GPU accelerated preview is limited to the [Azure Synapse 3.1 (unsupported)](../spark/apache-spark-3-runtime.md) and [Apache Spark 3.2 (EOLA)](../spark/apache-spark-32-runtime.md) runtimes.
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> - Azure Synapse Runtime for Apache Spark 3.1 has reached its end of life (EOL) as of January 26, 2023, with official support discontinued effective January 26, 2024, and no further addressing of support tickets, bug fixes, or security updates beyond this date.
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> - Azure Synapse Runtime for Apache Spark 3.2 has reached its end of life (EOL) as of July 8, 2023, with no further bug or feature fixes, but security fixes may be backported based on risk assessment, and it will be retired and disabled as of July 8, 2024.
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> - End of life announced (EOLA) for Azure Synapse Runtime for Apache Spark 3.2 has been announced July 8, 2023. End of life announced (EOLA) runtimes will not have bug and feature fixes. Security fixes will be backported based on risk assessment. This runtime will be retired and disabled as of July 8, 2024.
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articles/synapse-analytics/machine-learning/tutorial-horovod-tensorflow.md

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- Create a GPU-enabled Apache Spark pool in your Azure Synapse Analytics workspace. For details, see [Create a GPU-enabled Apache Spark pool in Azure Synapse](../spark/apache-spark-gpu-concept.md). For this tutorial, we suggest using the GPU-Large cluster size with 3 nodes.
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> [!WARNING]
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> - The GPU accelerated preview is only available on the [Azure Synapse 3.1 (unsupported)](../spark/apache-spark-3-runtime.md) and [Apache Spark 3.2](../spark/apache-spark-32-runtime.md) runtimes.
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> - Azure Synapse Runtime for Apache Spark 3.1 has reached its end of life (EOL) as of January 26, 2023, with official support discontinued effective January 26, 2024, and no further addressing of support tickets, bug fixes, or security updates beyond this date, strongly advising users to transition to a higher runtime version for continued functionality and security.
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> - The GPU accelerated preview is limited to the [Azure Synapse 3.1 (unsupported)](../spark/apache-spark-3-runtime.md) and [Apache Spark 3.2 (EOLA)](../spark/apache-spark-32-runtime.md) runtimes.
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> - Azure Synapse Runtime for Apache Spark 3.1 has reached its end of life (EOL) as of January 26, 2023, with official support discontinued effective January 26, 2024, and no further addressing of support tickets, bug fixes, or security updates beyond this date.
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> - End of life announced (EOLA) for Azure Synapse Runtime for Apache Spark 3.2 has been announced July 8, 2023. End of life announced (EOLA) runtimes will not have bug and feature fixes. Security fixes will be backported based on risk assessment. This runtime will be retired and disabled as of July 8, 2024.
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## Configure the Apache Spark session

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