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Copy file name to clipboardExpand all lines: docs/azure-data-studio/download-azure-data-studio.md
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author: yualan
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ms.author: alayu
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ms.custom: seodec18
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ms.date: 4/27/2020
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ms.date: 4/30/2020
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ms.reviewer: maghan, sstein
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---
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|Platform|Download|Release date| Version |
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|:---|:---|:---|:---|
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| Windows |[User Installer (recommended)](https://go.microsoft.com/fwlink/?linkid=2127556)<br>[System Installer](https://go.microsoft.com/fwlink/?linkid=2127555)<br>[.zip](https://go.microsoft.com/fwlink/?linkid=2127476)| April 27, 2020 | 1.17.0|
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| macOS |[.zip](https://go.microsoft.com/fwlink/?linkid=2127554)| April 27, 2020 | 1.17.0|
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| Linux |[.deb](https://go.microsoft.com/fwlink/?linkid=2127551)<br>[.rpm](https://go.microsoft.com/fwlink/?linkid=2127552)<br>[.tar.gz](https://go.microsoft.com/fwlink/?linkid=2127553)| April 27, 2020| 1.17.0|
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| Windows |[User Installer (recommended)](https://go.microsoft.com/fwlink/?linkid=2127556)<br>[System Installer](https://go.microsoft.com/fwlink/?linkid=2127555)<br>[.zip](https://go.microsoft.com/fwlink/?linkid=2127476)| April 30, 2020 | 1.17.1|
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| macOS |[.zip](https://go.microsoft.com/fwlink/?linkid=2127554)| April 30, 2020 | 1.17.1|
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| Linux |[.deb](https://go.microsoft.com/fwlink/?linkid=2127551)<br>[.rpm](https://go.microsoft.com/fwlink/?linkid=2127552)<br>[.tar.gz](https://go.microsoft.com/fwlink/?linkid=2127553)| April 30, 2020| 1.17.1|
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For details about the latest release, see the [release notes](release-notes.md).
Copy file name to clipboardExpand all lines: docs/azure-data-studio/notebooks-kqlmagic.md
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# Kqlmagic extension in Azure Data Studio
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**Kqlmagic** is a command that extends the capabilities of the Python kernel in **[Azure Data Studio notebooks](notebooks-guidance.md)**. You can combine Python and Kusto query language (KQL) to query and visualize data using rich Plot.ly library integrated with `render` commands. Kqlmagic brings you the benefit of notebooks, data analysis, and rich Python capabilities all in the same location. Supported data sources with Kqlmagic include **[Azure Data Explorer](https://docs.microsoft.com/azure/data-explorer/data-explorer-overview)**, **[Application Insights](https://docs.microsoft.com/azure/azure-monitor/app/app-insights-overview)**, and **[Azure Monitor logs](https://docs.microsoft.com/azure/azure-monitor/platform/data-platform-logs)**.
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**Kqlmagic** is a command that extends the capabilities of the Python kernel in **[Azure Data Studio notebooks](notebooks-guidance.md)**. You can combine Python and **[Kusto query language (KQL)](https://docs.microsoft.com/azure/data-explorer/kusto/query)** to query and visualize data using rich Plot.ly library integrated with `render` commands. Kqlmagic brings you the benefit of notebooks, data analysis, and rich Python capabilities all in the same location. Supported data sources with Kqlmagic include **[Azure Data Explorer](https://docs.microsoft.com/azure/data-explorer/data-explorer-overview)**, **[Application Insights](https://docs.microsoft.com/azure/azure-monitor/app/app-insights-overview)**, and **[Azure Monitor logs](https://docs.microsoft.com/azure/azure-monitor/platform/data-platform-logs)**.
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This article shows you how to create and run a notebook in Azure Data Studio using the Kqlmagic extension for an Azure Data Explorer cluster, an Application Insights log, and Azure Monitor logs.
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Copy file name to clipboardExpand all lines: docs/machine-learning/tutorials/r-tutorial-create-models-per-partition.md
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ms.prod: sql
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ms.technology: machine-learning
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ms.date: 11/06/2019
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ms.date: 04/30/2020
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ms.topic: tutorial
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ms.author: davidph
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author: dphansen
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+ SQL Server 2019 database engine instance, with Machine Learning Services and R integration.
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+ The tutorial uses [loopback connection to SQL Server from an R script over ODBC](../connect/loopback-connection.md]. Therefore, you need to [create a login for SQLRUserGroup](../security/create-a-login-for-sqlrusergroup.md).
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Check version by executing **`SELECT @@Version`** as a T-SQL query in a query tool.
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Check availability of R packages by returning a well-formatted list of all R packages currently installed with your database engine instance:
This topic gives the basics about how to find and use the Microsoft Transact-SQL (T-SQL) reference topics. T-SQL is central to using Microsoft SQL products and services. All tools and applications that communicate with a SQL database do so by sending T-SQL commands.
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This topic gives the basics about how to find and use the Microsoft [!INCLUDE[tsql](../includes/tsql-md.md)] (T-SQL) reference topics. T-SQL is central to using Microsoft SQL products and services. All tools and applications that communicate with a SQL database do so by sending T-SQL commands.
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## Tools that use T-SQL
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## T-SQL compliance to SQL Standard
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For detailed technical documents about how certain standards are implemented in [!INCLUDE[ssNoVersion](../includes/ssnoversion-md.md)], see the [Microsoft SQL Server Standards Support documentation](https://docs.microsoft.com/openspecs/sql_standards/ms-sqlstandlp/89fb00b1-4b9e-4296-92ce-a2b3f7ca01d2).
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## Tools that use T-SQL
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Some of the Microsoft tools that issue T-SQL commands are:
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-[SQL Server Management Studio (SSMS)](../ssms/download-sql-server-management-studio-ssms.md)
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-[SQL Server Data Tools (SSDT)](../ssdt/download-sql-server-data-tools-ssdt.md)
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-[sqlcmd](../tools/sqlcmd-utility.md)
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-[Azure Data Studio](../azure-data-studio/what-is.md)
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## Locate the Transact-SQL reference topics
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To find T-SQL topics, use search at the top right of this page, or use the table of contents on the left side of the page. You can also type a T-SQL key word in the Management Studio Query Editor window, and press F1.
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## Find system views
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To find the system tables, views, functions, and procedures, see these links which are in the [Using relational databases](../relational-databases/database-features.md) section of the SQL documentation.
The T-SQL reference topics encompass multiple versions of SQL Server, starting with 2008, as well as the other Azure SQL services. Near the top of each topic is a section that indicates which products and services support subject of the topic.
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In some cases, the topic is used by a product or service, but all of the arguments are not supported. In this case, additional **Applies to** sections are inserted into the appropriate argument descriptions in the body of the topic.
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## Get help from the MSDN forum
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For online help, see the [MSDN Transact-SQL Forum](https://social.msdn.microsoft.com/Forums/en-US/home?forum=transactsql).
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For online help, see the [MSDN Transact-SQL Forum](https://social.msdn.microsoft.com/Forums/home).
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## See other language references
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The SQL docs include these other language references:
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-[XQuery Language Reference](../xquery/xquery-language-reference-sql-server.md)
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-[Integration Services Language Reference](../integration-services/integration-services-language-reference.md)
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-[Replication Language Reference](../relational-databases/replication/replication-language-reference.md)
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-[Analysis Services Language Reference](../mdx/analysis-services-language-reference.md)
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## Next steps
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Now that you understand how to find the T-SQL reference topics, you are ready to:
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- Work through a short tutorial about how to write T-SQL, see [Tutorial: Writing Transact-SQL Statements](../t-sql/tutorial-writing-transact-sql-statements.md).
- Minimum RBAC roles required: Storage blob data contributor, Storage blob data contributor, Storage blob data owner, or Storage blob data reader
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- Authenticating with Storage account key
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*IDENTITY: A constant with a value of ‘Storage Account Key’*
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*SECRET: Storage account key*
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-*IDENTITY: A constant with a value of ‘Storage Account Key’*
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-*SECRET: Storage account key*
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- Authenticating with [Managed Identity](/azure/sql-data-warehouse/load-data-from-azure-blob-storage-using-polybase#authenticate-using-managed-identities-to-load-optional) (VNet Service Endpoints)
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*IDENTITY: A constant with a value of ‘Managed Identity’*
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Minimum RBAC roles required: Storage blob data contributor, Storage blob data owner, or Storage blob data reader for the AAD registered SQL Database server
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-*IDENTITY: A constant with a value of ‘Managed Identity’*
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- Minimum RBAC roles required: Storage blob data contributor or Storage blob data owner for the AAD registered SQL Database server
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- Authenticating with an AAD user
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*CREDENTIAL is not required*
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Minimum RBAC roles required: Storage blob data contributor, Storage blob data owner, or Storage blob data reader for the AAD user
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-*CREDENTIAL is not required*
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- Minimum RBAC roles required: Storage blob data contributor or Storage blob data owner for the AAD user
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*ERRORFILE = Directory Location*</br>
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*ERRORFILE* only applies to CSV. Specifies the directory within the COPY statement where the rejected rows and the corresponding error file should be written. The full path from the storage account can be specified or the path relative to the container can be specified. If the specified path doesn't exist, one will be created on your behalf. A child directory is created with the name "_rejectedrows". The "_" character ensures that the directory is escaped for other data processing unless explicitly named in the location parameter.
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