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articles/cosmos-db/synapse-link.md

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@@ -18,7 +18,7 @@ Azure Synapse Link for Azure Cosmos DB is a cloud-native hybrid transactional an
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Using [Azure Cosmos DB analytical store](analytical-store-introduction.md), a fully isolated column store, Azure Synapse Link enables no Extract-Transform-Load (ETL) analytics in [Azure Synapse Analytics](../synapse-analytics/overview-what-is.md) against your operational data at scale. Business analysts, data engineers, and data scientists can now use Synapse Spark or Synapse SQL interchangeably to run near real time business intelligence, analytics, and machine learning pipelines. You can achieve this without impacting the performance of your transactional workloads on Azure Cosmos DB.
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> [!NOTE]
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> Synapse Link for Gremlin API is now in preview. You can enable Synapse Link in your new or existing graphs using Azure CLI. For more information on how to configure it, click [here](configure-synapse-link.md).
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> Synapse Link for Gremlin API is now in preview. You can enable Synapse Link in your new or existing graphs using Azure CLI. For more information on how to configure it, check the [configuration documentation](configure-synapse-link.md).
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The following image shows the Azure Synapse Link integration with Azure Cosmos DB and Azure Synapse Analytics:
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### No impact on operational workloads
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With Azure Synapse Link, you can run analytical queries against an Azure Cosmos DB analytical store, a column store representation of you data, while the transactional operations are processed using provisioned throughput for the transactional workload, over the Cosmos DB row-based transactional store. The analytical workload is independent of the transactional workload traffic, not consuming any of the provisioned throughput of your operational data.
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With Azure Synapse Link, you can run analytical queries against an Azure Cosmos DB analytical store, a column store representation of your data, while the transactional operations are processed using provisioned throughput for the transactional workload, over the Cosmos DB row-based transactional store. The analytical workload is independent of the transactional workload traffic, not consuming any of the provisioned throughput of your operational data.
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### Optimized for large-scale analytics workloads
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* Enabling Synapse Link on existing Cosmos DB containers is only supported for SQL API accounts. Synapse Link can be enabled on new containers for both SQL API and MongoDB API accounts.
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* Although analytical store data is not backed up, and therefore cannot be restored, you can rebuild your analytical store by reenabling Synapse Link in the restored container. Click [here](analytical-store-introduction.md#backup) for more information.
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* Although analytical store data is not backed up, and therefore cannot be restored, you can rebuild your analytical store by reenabling Synapse Link in the restored container. Check the [analytical store documentation](analytical-store-introduction.md) for more information.
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* Currently Synapse Link isn't fully compatible with continuous backup mode. Click [here](analytical-store-introduction.md#backup) for more information.
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* Currently Synapse Link isn't fully compatible with continuous backup mode. Check the [analytical store documentation](analytical-store-introduction.md) for more information.
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* Granular Role-based Access (RBAC)s isn't supported when querying from Synapse. Users that have access to your Synapse workspace and have access to the Cosmos DB account can access all containers within that account. We currently don't support more granular access to the containers.
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* [Azure Cosmos DB analytical store overview](analytical-store-introduction.md)
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* Check out the training module on how to [Design hybrid transactional and analytical processing using Azure Synapse Analytics](/training/modules/design-hybrid-transactional-analytical-processing-using-azure-synapse-analytics/)
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* Check the training module on how to [Design hybrid transactional and analytical processing using Azure Synapse Analytics](/training/modules/design-hybrid-transactional-analytical-processing-using-azure-synapse-analytics/)
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* [Get started with Azure Synapse Link for Azure Cosmos DB](configure-synapse-link.md)
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