Concepts
Azure Synapse Link is a powerful feature in Microsoft Azure that allows seamless integration between Azure Cosmos DB and Azure Synapse Analytics. With Synapse Link, you can enable real-time analytics on your operational data stored in Cosmos DB, enabling faster insights and reducing data movement.
1. Create an Azure Cosmos DB account
Before enabling Synapse Link, you must have an existing Azure Cosmos DB account. If you don’t have one, you can create it using the Azure portal or programmatically using Azure CLI, Azure PowerShell, or Azure SDKs.
2. Enable Azure Synapse Link
Once you have your Cosmos DB account, follow these steps to enable Azure Synapse Link:
- Open the Azure portal and navigate to your Cosmos DB account.
- Select the “Synapse Link (Preview)” option from the left menu.
- Click on the “Enable Synapse Link” button.
- Choose your Azure Synapse Analytics workspace from the list or create a new one.
- Click on the “Apply” button to enable Synapse Link.
3. Configure Azure Synapse Analytics
After enabling Synapse Link, you need to configure your Azure Synapse Analytics workspace. Follow these steps:
- Go to the Azure portal and navigate to your Azure Synapse Analytics workspace.
- Select the “Data” tab and choose “Linked” from the left menu.
- Click on the “New” button and select “Azure Cosmos DB” as the data source.
- Provide the required information such as Cosmos DB account, database, and container name.
- Click on the “Create” button to establish the link between Azure Synapse Analytics and Cosmos DB.
4. Querying data with Synapse Link
Now that you have enabled Synapse Link, you can query data from Azure Cosmos DB directly within Azure Synapse Analytics using familiar SQL syntax. Here’s how you can perform a SQL query:
- Open your Azure Synapse Analytics workspace and navigate to the “Query” editor.
- Select the “Cosmos DB” as the source, and choose the appropriate database and container.
- Enter your SQL query in the editor.
- Click on the “Run” button to execute the query and retrieve real-time results.
5. Analyzing data with Synapse Studio
Azure Synapse Studio provides a unified workspace to analyze and visualize data. With Synapse Link, you can leverage the capabilities of Synapse Studio to gain insights into your operational data stored in Cosmos DB. Here’s how you can analyze data:
- Open Azure Synapse Studio and navigate to the “Data” hub.
- Select your Cosmos DB account and choose the desired database and container.
- Explore your data using various tools and visualizations available in Synapse Studio, such as notebooks, Power BI, or Spark.
By enabling Azure Synapse Link, you unlock the potential for real-time analytics on your operational data in Azure Cosmos DB. It eliminates the need for data movement, reduces latency, and provides faster insights for your applications and analytics workloads.
Please note that the steps mentioned above are based on the Azure portal experience at the time of writing this article. Microsoft documentation might have the latest updates and changes to the Synapse Link feature.
Answer the Questions in Comment Section
What is Azure Synapse Link?
a. It is a feature in Azure Cosmos DB that allows real-time analytics on operational data.
b. It is a service that enables data synchronization between Azure Cosmos DB and Azure Synapse Analytics.
c. It is a tool that provides seamless integration between Azure Data Lake Storage and Azure Cosmos DB.
d. It is a feature in Azure Synapse Analytics that enables data streaming from Azure Cosmos DB.
Correct answer: a. It is a feature in Azure Cosmos DB that allows real-time analytics on operational data.
Which of the following databases support Azure Synapse Link?
a. Azure SQL Database
b. Azure Data Lake Storage
c. MongoDB
d. PostgreSQL
Correct answer: c. MongoDB
What is the benefit of using Azure Synapse Link?
a. It eliminates the need for ETL processes by enabling real-time analytics on operational data.
b. It allows direct querying of unstructured data stored in Azure Cosmos DB.
c. It provides high availability and automatic scaling for Azure Cosmos DB.
d. It improves data security by encrypting data at rest in Azure Cosmos DB.
Correct answer: a. It eliminates the need for ETL processes by enabling real-time analytics on operational data.
How does Azure Synapse Link enable real-time analytics on operational data?
a. It creates a separate copy of the data in Azure Cosmos DB for analytics purposes.
b. It uses change feed processing to capture and replicate data changes in real-time.
c. It leverages Azure Stream Analytics to process streaming data from Azure Cosmos DB.
d. It triggers Azure Functions whenever new data is added to Azure Cosmos DB.
Correct answer: b. It uses change feed processing to capture and replicate data changes in real-time.
True or False: Azure Synapse Link is available for all Azure Cosmos DB APIs.
Correct answer: False
Which programming languages are supported for querying data using Azure Synapse Link?
a. SQL
b. JavaScript
c. Java
d. C#
Correct answer: a. SQL
Which role is required to enable Azure Synapse Link for Azure Cosmos DB?
a. Owner
b. Contributor
c. Reader
d. Storage Blob Data Contributor
Correct answer: b. Contributor
What is the maximum number of containers that can be linked to Azure Synapse Analytics using Azure Synapse Link for Azure Cosmos DB?
a. 5
b. 10
c. 20
d. 50
Correct answer: d. 50
What is the billing model for Azure Synapse Link?
a. Pay per linked container
b. Pay per transaction
c. Pay per data transfer
d. Pay per hour
Correct answer: a. Pay per linked container
Which of the following is a limitation of Azure Synapse Link?
a. It supports only read operations from Azure Cosmos DB.
b. It requires a separate subscription for Azure Synapse Analytics.
c. It can only be used with Azure SQL Database for real-time analytics.
d. It is not available for global Azure regions.
Correct answer: a. It supports only read operations from Azure Cosmos DB.
Great post! It really helped me understand how to enable Azure Synapse Link in Cosmos DB.
I was struggling with data synchronization until I read this. Thanks!
Can anyone explain how enabling Synapse Link affects the latency in Cosmos DB?
Does Synapse Link support all APIs of Cosmos DB?
Very informative! I was looking for a step-by-step guide like this.
Thanks! This will be a game-changer for our data analytics pipeline.
Is there any additional cost for using Synapse Link?
Brilliant explanation!