CDC Pipeline: Stream SQL Server Data to Snowflake
Blog post from Streamkap
In an era where instant data insights are crucial, this guide explores the process of streaming data from AWS-hosted SQL Server to Snowflake, enabling scalable and durable analytics. Utilizing Streamkap, the guide outlines the setup and configuration of new or existing RDS SQL Server instances to be Streamkap-compatible, highlighting the importance of Change Data Capture (CDC) for tracking changes. It also details the creation and integration of a Snowflake account, emphasizing the role of Streamkap in simplifying data mobility and integration without complex coding. The guide further describes the steps to establish a secure and efficient data pipeline, including configuring necessary permissions, safelisting IP addresses, and setting up connectors for SQL Server as a source and Snowflake as a destination. By following these steps, users can create a robust data lake architecture that supports advanced AI/ML workflows and live business intelligence, ensuring data consistency and integrity across their systems.