Automate BigQuery Data Replication to Azure Synapse

Always-on applications rely on automatic failover capabilities and real-time data access. CData Sync integrates live BigQuery 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.

Getting Started

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Configure Azure Synapse as a Replication Destination

Using CData Sync, you can replicate BigQuery data to Azure Synapse. To add a replication destination, navigate to the Connections tab.

1. Click Add Connection.
2. Select Azure Synapse as a destination.
3. Enter the necessary connection properties. To connect to Azure Synapse, provide authentication properties (see below) and set the following properties to connect to a Azure Synapse database:
   • Server: The server running Azure. You can find this by logging into the Azure portal and navigating to Azure Synapse Analytics -> Select your database -> Overview -> Server name.
   • Database: The name of the database, as seen in the Azure portal on the Azure Synapse Analytics page.

   Using SQL Password Authentication

   To authenticate to Microsoft SQL Server using standard authentication, set the following:

   • User: The username provided for authentication with Azure.
   • Password: The password associated with the authenticating user.
4. Click Test Connection to ensure that the connection is configured properly.
5. Click Save Changes.

Configure the BigQuery Connection

You can configure a connection to BigQuery from the Connections tab. To add a connection to your BigQuery account, navigate to the Connections tab.

1. Click Add Connection.
2. Select a source (BigQuery).
3. Configure the connection properties.
   
   

   Google uses the OAuth authentication standard. To access Google APIs on behalf of individual users, you can use the embedded credentials or you can register your own OAuth app.

   OAuth also enables you to use a service account to connect on behalf of users in a Google Apps domain. To authenticate with a service account, you will need to register an application to obtain the OAuth JWT values.

   In addition to the OAuth values, you will need to specify the DatasetId and ProjectId. See the "Getting Started" chapter of the help documentation for a guide to using OAuth.

4. Click Connect to ensure that the connection is configured properly.
5. Click Save 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, click Add Tables in the Tables section, choose the table(s) you wish to replicate, and click Add Selected Tables.

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.

Schedule Your Replication

In the Schedule section, you can schedule a job to run automatically, configuring the job to run after 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 BigQuery data to PostgreSQL.