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articles/synapse-analytics/sql-data-warehouse/release-notes-10-0-10106-0.md

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| Service improvements | Details |
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| --- | --- |
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|**Data Discovery & Classification**|Data Discovery & Classification is now available in public preview for Synapse SQL. It's critical to protect sensitive data and the privacy of your customers. As your business and customer data assets grow, it becomes unmanageable to discover, classify, and protect your data. The data discovery and classification feature that we're introducing natively with Synapse SQL helps make protecting your data more manageable. The overall benefits of this capability are:<br/>&bull; &nbsp; Meeting data privacy standards and regulatory compliance requirements.<br/>&bull; &nbsp; Restricting access to and hardening the security of data warehouses containing highly sensitive data.<br/>&bull; &nbsp; Monitoring and alerting on anomalous access to sensitive data.<br/>&bull; &nbsp; Visualization of sensitive data in a central dashboard on the Azure portal. </br></br>Data Discovery & Classification is available in all Azure regions, It's part of Advanced Data Security including Vulnerability Assessment and Threat Detection. For more information about Data Discovery & Classification, see the [blog post](https://azure.microsoft.com/blog/announcing-public-preview-of-data-discovery-classification-for-microsoft-azure-sql-data-warehouse/) and our online [documentation](../..sql-database/sql-database-data-discovery-and-classification.md?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json).|
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|**Data Discovery & Classification**|Data Discovery & Classification is now available in public preview for Synapse SQL. It's critical to protect sensitive data and the privacy of your customers. As your business and customer data assets grow, it becomes unmanageable to discover, classify, and protect your data. The data discovery and classification feature that we're introducing natively with Synapse SQL helps make protecting your data more manageable. The overall benefits of this capability are:<br/>&bull; &nbsp; Meeting data privacy standards and regulatory compliance requirements.<br/>&bull; &nbsp; Restricting access to and hardening the security of data warehouses containing highly sensitive data.<br/>&bull; &nbsp; Monitoring and alerting on anomalous access to sensitive data.<br/>&bull; &nbsp; Visualization of sensitive data in a central dashboard on the Azure portal. </br></br>Data Discovery & Classification is available in all Azure regions, It's part of Advanced Data Security including Vulnerability Assessment and Threat Detection. For more information about Data Discovery & Classification, see the [blog post](https://azure.microsoft.com/blog/announcing-public-preview-of-data-discovery-classification-for-microsoft-azure-sql-data-warehouse/) and our online [documentation](../../sql-database/sql-database-data-discovery-and-classification.md?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json).|
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|**GROUP BY ROLLUP**|ROLLUP is now a supported GROUP BY option. GROUP BY ROLLUP creates a group for each combination of column expressions. GROUP BY also "rolls up" the results into subtotals and grand totals. The GROUP BY function processes from right to left, decreasing the number of column expressions over which it creates groups and aggregation(s). The column order affects the ROLLUP output and can affect the number of rows in the result set.<br/><br/>For more information on GROUP BY ROLLUP, see [GROUP BY (Transact-SQL)](/sql/t-sql/queries/select-group-by-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)
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|**Improved accuracy for DWU used and CPU portal metrics**|Synapse SQL significantly enhances metric accuracy in the Azure portal. This release includes a fix to the CPU and DWU Used metric definition to properly reflect your workload across all compute nodes. Before this fix, metric values were being underreported. Expect to see an increase in the DWU used and CPU metrics in the Azure portal. |
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|**Row Level Security**|We introduced Row-level Security capability back in Nov 2017. We've now extended this support to external tables as well. Additionally, we've added support for calling non-deterministic functions in the inline table-valued functions (inline TVFs) required for defining a security filter predicate. This addition allows you to specify IS_ROLEMEMBER(), USER_NAME() etc. in the security filter predicate. For more information, please see the examples in the [Row-level Security documentation](/sql/relational-databases/security/row-level-security?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json).|

articles/synapse-analytics/sql-data-warehouse/sql-data-warehouse-load-from-azure-data-lake-store.md

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This guide outlines how to use PolyBase external tables to load data from Azure Data Lake Storage. Although you can run adhoc queries on data stored in Data Lake Storage, we recommend importing the data for best performance.
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> [!NOTE]
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> An alternative to loading is the [COPY statement](sql/t-sql/statements/copy-into-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest) currently in public preview. The COPY statement provides the most flexibility. To provide feedback on the COPY statement, send an email to the following distribution list: [email protected].
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> An alternative to loading is the [COPY statement](/sql/t-sql/statements/copy-into-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest) currently in public preview. The COPY statement provides the most flexibility. To provide feedback on the COPY statement, send an email to the following distribution list: [email protected].
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> [!div class="checklist"]
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>

articles/synapse-analytics/sql-data-warehouse/sql-data-warehouse-reference-tsql-language-elements.md

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## Batches, control-of-flow, and variables
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* [BEGIN...END](sql/t-sql/language-elements/begin-end-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)
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* [BEGIN...END](/sql/t-sql/language-elements/begin-end-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)
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* [BREAK](/sql/t-sql/language-elements/break-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)
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* [DECLARE @local_variable](/sql/t-sql/language-elements/declare-local-variable-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)
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* [IF...ELSE](/sql/t-sql/language-elements/if-else-transact-sql?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.json&view=azure-sqldw-latest)

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