APPLIES TO: SQL API Azure Cosmos DB API for MongoDB
Azure Synapse Link for Azure Cosmos DB creates a tight integration between Azure Cosmos DB and Azure Synapse Analytics. It enables customers to run near real-time analytics over their operational data with full performance isolation from their transactional workloads and without an ETL pipeline. This article answers commonly asked questions about Synapse Link for Azure Cosmos DB.
Is Azure Synapse Link supported for all Azure Cosmos DB APIs?
Azure Synapse Link is supported for the Azure Cosmos DB SQL (Core) API and for the Azure Cosmos DB API for MongoDB.
Is Azure Synapse Link supported for Azure Cosmos DB serverless?
Currently it is not possible to enable the Synapse Link feature on a serverless account.
Is Azure Synapse Link supported for multi-region Azure Cosmos DB accounts?
Yes, for multi-region Azure Cosmos accounts, the data stored in the analytical store is also globally distributed. Regardless of single write region or multiple write regions, analytical queries performed from Azure Synapse Analytics can be served from the closest local region.
When planning to configure a multi-region Azure Cosmos DB account with analytical store support, it is recommended to have all the necessary regions added at time of account creation.
Can I choose to enable Azure Synapse Link for only certain region and not all regions in a multi-region account set-up?
When Azure Synapse Link is enabled for a multi-region account, the analytical store is created in all regions. The underlying data is optimized for throughput and transactional consistency in the transactional store.
Is analytical store supported in all Azure Cosmos DB regions?
Is backup and restore supported for Azure Synapse Link enabled accounts?
For the containers with analytical store turned on, automatic backup and restore of your data in the analytical store is not supported at this time.
When Synapse Link is enabled on a database account, Azure Cosmos DB will continue to automatically take backups of your data in the transactional store (only) of containers at scheduled backup interval, as always. It is important to note that when a container with analytical store turned on is restored to a new account, the container will be restored with only transactional store and no analytical store enabled.
Can I disable the Azure Synapse Link feature for my Azure Cosmos DB account?
Currently, after the Synapse Link capability is enabled at the account level, you cannot disable it. Understand that you will not have any billing implications if the Synapse Link capability is enabled at the account level and there is no analytical store enabled containers.
If you need to turn off the capability, you have 2 options. The first one is to delete and re-create a new Azure Cosmos DB account, migrating the data if necessary. The second option is to open a support ticket, to get help on a data migration to another account.
Does analytical store have any impact on Cosmos DB transactional SLAs?
No, there is no impact.
Azure Cosmos DB analytical store
Can I enable analytical store on existing containers?
Currently, the analytical store can only be enabled for new containers (both in new and existing accounts).
Can I disable analytical store on my Azure Cosmos DB containers after enabling it during container creation?
Currently, the analytical store cannot be disabled on an Azure Cosmos DB container after it is enabled during container creation.
Is analytical store supported for Azure Cosmos DB containers with autoscale provisioned throughput?
Yes, the analytical store can be enabled on containers with autoscale provisioned throughput.
Is there any effect on Azure Cosmos DB transactional store provisioned RUs?
Azure Cosmos DB guarantees performance isolation between the transactional and analytical workloads. Enabling the analytical store on a container will not impact the RU/s provisioned on the Azure Cosmos DB transactional store. The transactions (read & write) and storage costs for the analytical store will be charged separately. See the pricing for Azure Cosmos DB analytical store for more details.
Can I restrict network access to Azure Cosmos DB analytical store?
Yes you can configure a managed private endpoint and restrict network access of analytical store to Azure Synapse managed virtual network. Managed private endpoints establish a private link to your analytical store.
You can add both transactional store and analytical store private endpoints to the same Azure Cosmos DB account in an Azure Synapse Analytics workspace. If you only want to run analytical queries, you may only want to enable the analytical private endpoint in Synapse Analytics workspace.
Can I use customer-managed keys with the Azure Cosmos DB analytical store?
You can seamlessly encrypt the data across transactional and analytical stores using the same customer-managed keys in an automatic and transparent manner. To use customer-managed keys with the analytical store, you need to use your Azure Cosmos DB account's system-assigned managed identity in your Azure Key Vault access policy. This is described here. You should then be able to enable the analytical store on your account.
Are delete and update operations on the transactional store reflected in the analytical store?
Yes, deletes and updates to the data in the transactional store will be reflected in the analytical store. You can configure the Time to Live (TTL) on the container to include historical data so that the analytical store retains all versions of items that satisfy the analytical TTL criteria. See the overview of analytical TTL for more details.
Can I connect to analytical store from analytics engines other than Azure Synapse Analytics?
You can only access and run queries against the analytical store using the various run-times provided by Azure Synapse Analytics. The analytical store can be queried and analyzed using:
- Synapse Spark with full support for Scala, Python, SparkSQL, and C#. Synapse Spark is central to data engineering and science scenarios
- Serverless SQL pool with T-SQL language and support for familiar BI tools (For example, Power BI Premium, etc.)
Can I connect to analytical store from Synapse SQL provisioned?
At this time, the analytical store cannot be accessed from Synapse SQL provisioned.
Can I write back the query aggregation results from Synapse back to the analytical store?
Analytical store is a read-only store in an Azure Cosmos DB container. So, you cannot directly write back the aggregation results to the analytical store, but can write them to the Azure Cosmos DB transactional store of another container, which can later be leveraged as a serving layer.
Is the autosync replication from transactional store to the analytical store asynchronous or synchronous and what are the latencies?
Auto-sync latency is usually within 2 minutes. In cases of shared throughput database with a large number of containers, auto-sync latency of individual containers could be higher and take up to 5 minutes. We would like to learn more how this latency fits your scenarios. For that, please reach out to the Azure Cosmos DB team.
Are there any scenarios where the items from the transactional store are not automatically propagated to the analytical store?
If specific items in your container violate the well-defined schema for analytics, they will not be included in the analytical store. If you have scenarios blocked by well-defined schema for analytics, email the Azure Cosmos DB team for help.
Can I partition the data in analytical store differently from transactional store?
The data in analytical store is partitioned based on the horizontal partitioning of shards in the transactional store. Currently, you cannot choose a different partitioning strategy for the analytical store.
Can I customize or override the way transactional data is transformed into columnar format in the analytical store?
Currently you can’t transform the data items when they are automatically propagated from the transactional store to analytical store. If you have scenarios blocked by this limitation, email the Azure Cosmos DB team.
Is analytical store supported by Terraform?
Currently Terraform doesn’t support analytical store containers. Please check Terraform GitHub Issues for more information.
Analytical Time to live (TTL)
Is TTL for analytical data supported at both container and item level?
At this time, TTL for analytical data can only be configured at container level and there is no support to set analytical TTL at item level.
After setting the container level analytical TTL on an Azure Cosmos DB container, can I change to a different value later?
Yes, analytical TTL can be updated to any valid value. See the Analytical TTL article for more details about analytical TTL.
Can I update or delete an item from the analytical store after it has been TTL’d out from the transactional store?
All transactional updates and deletes are copied to the analytical store but if the item has been purged from the transactional store, then it cannot be updated in the analytical store. To learn more, see the Analytical TTL article.
What is the billing model of Azure Synapse Link for Azure Cosmos DB?
The billing model of Azure Synapse Link includes the costs incurred by using the Azure Cosmos DB analytical store and the Synapse runtime. To learn more, see the Azure Cosmos DB analytical store pricing and Azure Synapse Analytics pricing articles.
What is the billing impact if I enable Synapse Link in my Azure Cosmos DB database account?
None. You will only be charged when you create an analytical store enabled container and start to load data.
What are the ways to authenticate with the analytical store?
Authentication with the analytical store is the same as a transactional store. For a given database, you can authenticate with the primary or read-only key. You can leverage linked service in Azure Synapse Studio to prevent pasting the Azure Cosmos DB keys in the Spark notebooks. Access to this Linked Service is available for everyone who has access to the workspace.
When using Synapse serverless SQL pools, you can query the Azure Cosmos DB analytical store by pre-creating SQL credentials storing the account keys and referencing these in the OPENROWSET function. To learn more, see Query with a serverless SQL pool in Azure Synapse Link article.
Is it possible to use customer-managed keys with Azure Synapse Link?
Yes, Azure Synapse Link supports configuring customer-managed keys using your Azure Cosmos DB account's managed identity. You can seamlessly encrypt the data across transactional and analytical stores using the same customer-managed keys in an automatic and transparent manner. To learn more, see configuring customer-managed keys using Azure Cosmos DB accounts' managed identities artice.
Does Azure Synapse link provide network isolation with Azure Synapse managed virtual networks?
Yes, You can control network access to the data in the transactional and analytical stores independently. Network isolation is done using separate managed private endpoints for each store, within managed virtual networks in Azure Synapse workspaces. To learn more, see how to Configure private endpoints for analytical store article.
What are the currently supported Synapse run-times to access Azure Cosmos DB analytical store?
|Azure Synapse runtime||Current support|
|Azure Synapse Spark pools||Read, Write (through transactional store), Table, Temporary View|
|Azure Synapse serverless SQL pool||Read, View|
|Azure Synapse SQL Provisioned||Not available|
Do my Azure Synapse Spark tables sync with my Azure Synapse serverless SQL pool tables the same way they do with Azure Data Lake?
Currently, this feature is not available.
Can I do Spark structured streaming from analytical store?
Currently Spark structured streaming support for Azure Cosmos DB is implemented using the change feed functionality of the transactional store and it’s not yet supported from analytical store.
Is streaming supported?
We do not support streaming of data from the analytical store.
Azure Synapse Studio
In the Azure Synapse Studio, how do I recognize if I'm connected to an Azure Cosmos DB container with the analytics store enabled?
An Azure Cosmos DB container enabled with analytical store has the following icon:
A transactional store container will be represented with the following icon:
How do you pass Azure Cosmos DB credentials from Azure Synapse Studio?
Currently Azure Cosmos DB credentials are passed while creating the linked service by the user who has access to the Azure Cosmos DB databases. Access to that store is available to other users who have access to the workspace.
Learn about the benefits of Azure Synapse Link
Learn about the integration between Azure Synapse Link and Azure Cosmos DB.