In the dynamic landscape of data management, Change Data Capture (CDC) systems have become instrumental in extracting real-time insights from our data streams. With numerous options available, selecting the right CDC system requires a deep understanding of the available tools and their unique features. In this article, we’ll explore five popular CDC systems and shed...
Change Data Capture (CDC) pipelines have revolutionized the way organizations process and utilize their data. With real-time insights becoming a necessity for data-driven decisions, CDC pipelines have taken center stage. However, it’s essential to be aware of potential challenges that might arise during this process. In this article, we will dive into some of these...
In today’s data-driven world, organizations rely on real-time analytics to gain valuable insights for making informed decisions. In this article, we will explore how to analyze change data stored in S3 using the powerful analytical database, duckDB. By leveraging the Debezium format and crafting a Slowly Changing Dimension Type 2 (SCD2) table, we can unlock...
In today’s data-driven landscape, real-time analytics play a pivotal role in driving business success. To harness the power of real-time insights, we need a robust data pipeline that captures every change from the source database and makes it available for downstream consumers. In this detailed article, we’ll explore a data pipeline that leverages Debezium and...
In this detailed article, we embark on an exciting project that aims to capture every change to the “commerce.products” and “commerce.users” tables in a Postgres database, making it readily available for analytics. So, let’s dive in and discover the magic of CDC in action! šš Objective:Ā Capture Every Change for Analytics The primary objective of our...