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[Build validation] Corrected the 6 suggestions left for the month
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azure-sql/includes/policy/standards/byrp/microsoft.sql.md

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standard, see
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[Azure Policy Regulatory Compliance - CMMC Level 3](/azure/governance/policy/samples/cmmc-l3).
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For more information about this compliance standard, see
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[Cybersecurity Maturity Model Certification (CMMC)](https://www.acq.osd.mil/cmmc/documentation.html).
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[Cybersecurity Maturity Model Certification (CMMC)](https://dodcio.defense.gov/CMMC/).
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|Domain |Control ID |Control title |Policy<br /><sub>(Azure portal)</sub> |Policy version<br /><sub>(GitHub)</sub> |
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|---|---|---|---|---|

docs/big-data-cluster/performance-guidelines-tuned.md

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* [Case Study: SQL Workloads running on Apache Spark in MS SQL Server 2019 Big Data Cluster](https://aka.ms/sql-bdc-spark-perf/)
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* [Dell EMC PowerStore: Microsoft SQL Server 2019 Big Data Clusters](https://www.dellemc.com/resources/en-us/asset/white-papers/products/storage/h18231-dell-emc-powerstore-sql-server-big-data-clusters.pdf)
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* [Microsoft SQL Server 2019 Big Data Clusters: A Big Data Solution Using Dell EMC Infrastructure](https://infohub.delltechnologies.com/t/microsoft-sql-server-2019-big-data-clusters-a-big-data-solution-using-dell-emc-infrastructure/)
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* [Microsoft SQL Server 2019 Big Data Clusters on Cisco UCS Reference Architecture](https://www.cisco.com/c/en/us/solutions/collateral/data-center-virtualization/unified-computing/sql-server-on-big-data-cluster-on-ucs.html)

docs/big-data-cluster/spark-3-upgrade.md

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Spark 3 is a major release and __contains breaking changes__. Following the same established best practice in the SQL Server universe, it's recommended:
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1. Review this article entirely.
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1. Review the official [Apache Spark 3 Migration Guide](https://spark.apache.org/docs/3.1.2/core-migration-guide.html).
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1. Review the official [Apache Spark 3 Migration Guide](https://archive.apache.org/dist/spark/docs/3.1.2/migration-guide.html).
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1. Perform a side-by-side deployment of a new big data cluster version CU13 with your current environment.
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1. (Optional) Leverage the new [azdata HDFS distributed copy](distributed-data-copy-hdfs.md) capability to have a subset of your data needed for validation.
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1. Validate your current workload with Spark 3 before upgrading.
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## Spark 3 API changes and deprecations
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Review the official [Apache Spark 3 Migration Guide](https://spark.apache.org/docs/3.1.2/core-migration-guide.html), which covers all API changes in detail.
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Review the official [Apache Spark 3 Migration Guide](https://archive.apache.org/dist/spark/docs/3.1.2/migration-guide.html), which covers all API changes in detail.
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Some captured highlights are:
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docs/connect/odbc/linux-mac/release-notes-odbc-sql-server-linux-mac.md

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| :------- | :------ |
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| New distributions supported. | Ubuntu 24.04, Alpine 3.19 |
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| Accept EULA by file presence. | Added the ability to accept the EULA for DEB and RPM packages by the presence of a file. |
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| Microsoft Entra ID | Renamed all occurrences of "Azure Active Directory" to "Microsoft Entra ID". See [New name for Azure Active Directory](https://learn.microsoft.com/entra/fundamentals/new-name) for more information. |
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| Microsoft Entra ID | Renamed all occurrences of "Azure Active Directory" to "Microsoft Entra ID". See [New name for Azure Active Directory](/entra/fundamentals/new-name) for more information. |
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| Bug fixes. | [Bug fixes](../bug-fixes.md). |
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## 18.3.3, April 2024

docs/connect/odbc/windows/release-notes-odbc-sql-server-windows.md

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| New item | Details |
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| :------- | :------ |
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| Microsoft Entra ID | Renamed all occurrences of "Azure Active Directory" to "Microsoft Entra ID". See [New name for Azure Active Directory](https://learn.microsoft.com/entra/fundamentals/new-name) for more information. |
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| Microsoft Entra ID | Renamed all occurrences of "Azure Active Directory" to "Microsoft Entra ID". See [New name for Azure Active Directory](/entra/fundamentals/new-name) for more information. |
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| Bug fixes. | [Bug fixes](../bug-fixes.md). |
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## 18.3.3

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