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articles/synapse-analytics/how-to-analyze-complex-schema.md

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# Analyze complex data types in Azure Synapse Analytics
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[!INCLUDE[CosmosSynapseLinkRetirement](./includes/appliesto-cosmos-synapse-link-retirement.md)]
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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This article is relevant for Parquet files and containers in [Azure Synapse Link for Azure Cosmos DB](.\synapse-link\how-to-connect-synapse-link-cosmos-db.md). You can use Spark or SQL to read or transform data with complex schemas such as arrays or nested structures. The following example is completed with a single document, but it can easily scale to billions of documents with Spark or SQL. The code included in this article uses PySpark (Python).
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articles/synapse-analytics/includes/appliesto-cosmos-synapse-link-retirement.md

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---
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ms.date: 12/08/2025
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ms.service: azure-cosmos-db
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ms.topic: include
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---
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> [!IMPORTANT]
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> Synapse Link for Cosmos DB is no longer supported for new projects. Don't use this feature.
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>
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> Please use Azure Cosmos DB Mirroring for Microsoft Fabric which is now GA. Mirroring provides the same zero-ETL benefits and is fully integrated with Microsoft Fabric. Learn more at [Cosmos DB Mirroring Overview](/fabric/database/mirrored-database/azure-cosmos-db).

articles/synapse-analytics/overview-faq.yml

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Is Azure Synapse Link to Azure Cosmos DB generally available?
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[!INCLUDE[CosmosSynapseLinkRetirement](./includes/appliesto-cosmos-synapse-link-retirement.md)]
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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Is Azure Synapse Link for SQL generally available?

articles/synapse-analytics/quickstart-connect-synapse-link-cosmos-db.md

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This article describes how to access an Azure Cosmos DB database from Azure Synapse Analytics studio with Synapse Link.
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[!INCLUDE[CosmosSynapseLinkRetirement](./includes/appliesto-cosmos-synapse-link-retirement.md)]
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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## Prerequisites
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articles/synapse-analytics/sql/query-cosmos-db-analytical-store.md

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# Query Azure Cosmos DB data using a serverless SQL pool
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A serverless SQL pool allows you to analyze data in your Azure Cosmos DB containers that are enabled with [Azure Synapse Link](/azure/cosmos-db/synapse-link) in near real time without affecting the performance of your transactional workloads. It offers a familiar Transact-SQL (T-SQL) syntax to query data from the [analytical store](/azure/cosmos-db/analytical-store-introduction) and integrated connectivity to a wide range of business intelligence (BI) and ad-hoc querying tools via the T-SQL interface.
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articles/synapse-analytics/synapse-link/concept-synapse-link-cosmos-db-support.md

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# Azure Synapse Link for Azure Cosmos DB supported features
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[!INCLUDE[CosmosSynapseLinkRetirement](../includes/appliesto-cosmos-synapse-link-retirement.md)]
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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This article describes the functionalities that are currently supported in Azure Synapse Link for Azure Cosmos DB.
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articles/synapse-analytics/synapse-link/how-to-connect-synapse-link-cosmos-db.md

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This article describes how to access an Azure Cosmos DB database from Azure Synapse Analytics Studio with Azure Synapse Link.
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[!INCLUDE[CosmosSynapseLinkRetirement](../includes/appliesto-cosmos-synapse-link-retirement.md)]
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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## Prerequisites
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articles/synapse-analytics/synapse-link/how-to-query-analytical-store-spark-3.md

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# Interact with Azure Cosmos DB using Apache Spark 3 in Azure Synapse Link
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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In this article, you learn how to interact with Azure Cosmos DB using Synapse Apache Spark 3. Customers can use Scala, Python, SparkSQL, and C#, for analytics, data engineering, data science, and data exploration scenarios in [Azure Synapse Link for Azure Cosmos DB](/azure/cosmos-db/synapse-link).
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articles/synapse-analytics/synapse-link/how-to-query-analytical-store-spark.md

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# Interact with Azure Cosmos DB using Apache Spark 2 in Azure Synapse Link
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[!INCLUDE[](./includes/appliesto-cosmos-synapse-link.md)]
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> [!NOTE]
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> For Azure Synapse Link for Azure Cosmos DB using Spark 3, refer to this article [Azure Synapse Link for Azure Cosmos DB on Spark 3](how-to-query-analytical-store-spark-3.md)

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