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Copy file name to clipboardExpand all lines: articles/data-factory/connector-azure-sql-database.md
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ms.subservice: data-movement
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ms.topic: conceptual
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ms.custom: synapse
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ms.date: 09/09/2021
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ms.date: 12/19/2021
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---
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# Copy and transform data in Azure SQL Database by using Azure Data Factory or Azure Synapse Analytics
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:::image type="content" source="media/data-flow/prepost1.png" alt-text="pre and post SQL processing scripts":::
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> [!TIP]
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> 1. It's recommended to break single batch scripts with multiple commands into multiple batches.
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>2. Only Data Definition Language (DDL) and Data Manipulation Language (DML) statements that return a simple update count can be run as part of a batch. Learn more from [Performing batch operations](/sql/connect/jdbc/performing-batch-operations)
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### Error row handling
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When writing to Azure SQL DB, certain rows of data may fail due to constraints set by the destination. Some common errors include:
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