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Automate MongoDB Data Replication to Azure Synapse
Use CData Sync to customize and automate MongoDB data replication to Azure Synapse.
Always-on applications rely on automatic failover capabilities and real-time data access. CData Sync integrates live MongoDB data into your Azure Synapse instance, allowing you to consolidate all of your data into a single location for archiving, reporting, analytics, machine learning, artificial intelligence and more.
About MongoDB Data Integration
Accessing and integrating live data from MongoDB has never been easier with CData. Customers rely on CData connectivity to:
- Access data from MongoDB 2.6 and above, ensuring broad usability across various MongoDB versions.
- Easily manage unstructured data thanks to flexible NoSQL (learn more here: Leading-Edge Drivers for NoSQL Integration).
- Leverage feature advantages over other NoSQL drivers and realize functional benefits when working with MongoDB data (learn more here: A Feature Comparison of Drivers for NoSQL).
MongoDB's flexibility means that it can be used as a transactional, operational, or analytical database. That means CData customers use our solutions to integrate their business data with MongoDB or integrate their MongoDB data with their data warehouse (or both). Customers also leverage our live connectivity options to analyze and report on MongoDB directly from their preferred tools, like Power BI and Tableau.
For more details on MongoDB use case and how CData enhances your MongoDB experience, check out our blog post: The Top 10 Real-World MongoDB Use Cases You Should Know in 2024.
Getting Started
Configure Azure Synapse as a Replication Destination
Using CData Sync, you can replicate MongoDB data to Azure Synapse. To add a replication destination, navigate to the Connections tab.
- Click Add Connection.
- Select the Destinations tab and locate the Azure Synapse connector.
- Click the Configure Connection icon at the end of that row to open the New Connection page. If the Configure Connection icon is not available, click the Download Connector icon to install the Azure Synapse connector. For more information about installing new connectors, see Connections in the Help documentation.
- To connect to Azure Synapse, set the following connection properties:
- Connection Name: Enter a connection name of your choice for the Azure Synapse connection.
- Server: Enter the name of the server that runs Azure Synapse.
- Port: Enter the port number for Azure Synapse. The default port value is 1433.
- Database: Enter the name of the Azure Synapse database.
- Auth Scheme:
- Auth Scheme: Select the Auth Scheme as Password. The available auth schmes for Azure Synapse are AzureAD, Azure MSI, AzureServicePrincipal, AzureServicePrincipalCert, Azure Password, and Password.
- User: Enter the username that you use to authenticate to your Azure Synapse account.
- Password: Enter the password that you use to authenticate to your Azure Synapse account.
- Once connected, click Create & Test to create, test and save the connection.
You are now connected to Azure Synapse and can use it as both a source and a destination.
NOTE: You can use the Label feature to add a label for a source or a destination.
In this article, we will demonstrate how to load MongoDB data into Azure Synapse and utilize it as a destination.
Configure the MongoDB Connection
You can configure a connection to MongoDB from the Connections tab. To add a connection to your MongoDB account, navigate to the Connections tab.
- Click Add Connection.
- Select a source (MongoDB).
- Configure the connection properties.
Set the Server, Database, User, and Password connection properties to connect to MongoDB. To access MongoDB collections as tables you can use automatic schema discovery or write your own schema definitions. Schemas are defined in .rsd files, which have a simple format. You can also execute free-form queries that are not tied to the schema.
- Click Connect to MongoDB to ensure that the connection is configured properly.
- Click Save & Test to save the changes.
Configure Replication Queries
CData Sync enables you to control replication with a point-and-click interface and with SQL queries. For each replication you wish to configure, navigate to the Jobs tab and click Add Job. Select the Source and Destination for your replication.
Replicate Entire Tables
To replicate an entire table, navigate to the Task tab in the Job, click Add Tasks, choose the table(s) from the list of MongoDB tables you wish to replicate into Azure Synapse, and click Add Tasks again.
Customize Your Replication
You can use the Columns and Query tabs of a task to customize your replication. The Columns tab allows you to specify which columns to replicate, rename the columns at the destination, and even perform operations on the source data before replicating. The Query tab allows you to add filters, grouping, and sorting to the replication with the help of SQL queries.
Schedule Your Replication
Select the Overview tab in the Job, and click Configure under Schedule. You can schedule a job to run automatically by configuring it to run at specified intervals, ranging from once every 10 minutes to once every month.
Once you have configured the replication job, click Save Changes. You can configure any number of jobs to manage the replication of your MongoDB data to Azure Synapse.
Run the Replication Job
Once all the required configurations are made for the job, select the MongoDB table you wish to replicate and click Run. After the replication completes successfully, a notification appears, showing the time taken to run the job and the number of rows replicated.
Free Trial & More Information
Now that you have seen how to replicate MongoDB data into Azure Synapse, visit our CData Sync page to explore more about CData Sync and download a free 30-day trial. Start consolidating your enterprise data today!
As always, our world-class Support Team is ready to answer any questions you may have.
