๐Ÿช„ Debezium: the magic behind data capture & async replication (for free)

adriens - Jul 22 - - Dev Community

๐Ÿช Teaser

Did you ever find yourself in a situation where :

  • Team ๐Ÿ‡ฆ pushes data in a given database (let's say MySQL,...) with its very own custom software
  • Team ๐Ÿ‡ง needs to get these data changes (INSERT, UPDATE, DELETE) as events so they can put them in let's say... an another database (MariaDB, PostgreSQL,...)
  • Base software cannot be changed : you have to "deal with it"

Eg, team B's motivation maybe to achieve datascience, RealTime Analytics, store in a datalake,...

๐Ÿ‘‰ This blog post is dedicated to this case... and surprisingly : open source solutions do exist to achieve this magic!

๐Ÿค” About the "why"

Debezium Project's "why" is pretty straightforward :

"Turn your databases into change event streams"

... even for "legacy" like systems:

๐Ÿ‘‚ How it does NOT work (why it's awesome)

The key thing here to remind is that Debezium does NOT act as a proxy in front of the database, and that's the most elegant part.

The key point is that Debezium is literally listening to database changes, whatever you call them :

, then send these events in a common standard format into Kafka messages... waiting to be used later by one or many consumers.

๐Ÿช„ How it works

The magic resides in the following workflow :

  1. Capture data changes at the database level (WAL for postgres, archivelogs, whatever you call them...)
  2. Send/Stream events to Kafka
  3. Consume Kafka events so they they can be pushed to any third party data service 3'. JDBC : for example "consume events from multiple source topics, and then rite those events to a relational database by using a JDBC driver."

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๐Ÿฟ Demo from scratch

Below the live demo I was able to do, from scratch, but by following default instructions for a MySQL instance :

๐Ÿ”ญ Going further

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