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powerapps-docs/maker/data-platform/azure-synapse-link-delta-lake.md

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ms.reviewer: matp
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ms.service: powerapps
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ms.topic: how-to
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ms.date: 06/18/2024
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ms.date: 07/29/2024
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ms.custom: template-how-to
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---
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# Export Dataverse data in Delta Lake format
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- Dataverse: You must have the Dataverse **system administrator** security role. Additionally, tables you want to export via Azure Synapse Link must have the **Track changes** property enabled. More information: [Advanced options](create-edit-entities-portal.md#advanced-options)
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- Azure Data Lake Storage Gen2: You must have an Azure Data Lake Storage Gen2 account and **Owner** and **Storage Blob Data Contributor** role access. Your storage account must enable **Hierarchical namespace** and **public network access** for both initial setup and delta sync. **Allow storage account key access** is required only for the initial setup.
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- Synapse workspace: You must have a Synapse workspace and **Owner** role in access control(IAM) and the **Synapse Administrator** role access within the Synapse Studio. The Synapse workspace must be in the same region as your Azure Data Lake Storage Gen2 account. The storage account must be added as a linked service within the Synapse Studio. To create a Synapse workspace, go to [Creating a Synapse workspace](/azure/synapse-analytics/get-started-create-workspace).
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- A Spark Pool in the connected Azure Synapse workspace with **Apache Spark Version 3.3** using this [recommended Spark Pool configuration](#recommended-spark-pool-configuration). For information about how to create a Spark Pool, go to [Create new Apache Spark pool](/azure/synapse-analytics/quickstart-create-apache-spark-pool-portal#create-new-apache-spark-pool).
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- An Apache Spark pool in the connected Azure Synapse workspace with **Apache Spark Version 3.3** using this [recommended Spark Pool configuration](#recommended-spark-pool-configuration). For information about how to create a Spark Pool, go to [Create new Apache Spark pool](/azure/synapse-analytics/quickstart-create-apache-spark-pool-portal#create-new-apache-spark-pool).
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- The Microsoft Dynamics 365 minimum version requirement to use this feature is 9.2.22082. More information: [Opt in to early access updates](/power-platform/admin/opt-in-early-access-updates#how-to-enableearly-access-updates)
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### Recommended Spark Pool configuration
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- Default number of executors: 1 to 9
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> [!IMPORTANT]
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> Please use the Spark Pool exclusively for Delta Lake conversation operation with Synapse Link for Dataverse. For optimal reliability and performance, avoid running other Spark jobs using the same Spark Pool.
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> Use the Spark pool exclusively for Delta Lake conversation operation with Synapse Link for Dataverse. For optimal reliability and performance, avoid running other Spark jobs using the same Spark pool.
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## Connect Dataverse to Synapse workspace and export data in Delta Lake format
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