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debezium discussion
debezium reviews and mentions
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What If We Could Rebuild Kafka from Scratch?
> why is there no in-memory kafka server that I can use for simple testing purposes.
Take a look at Debezium's KafkaCluster, which is exactly that: https://github.com/debezium/debezium/blob/main/debezium-core....
It's used within Debezium's test suite. Check out the test for this class itself to see how it's being used: https://github.com/debezium/debezium/blob/main/debezium-core...
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Every Database Will Support Iceberg — Here's Why
Ingest real-time data from Kafka, Pulsar, or CDC sources like Postgresand MySQL, with built-in support for Debezium.
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Choosing the right, real-time, Postgres CDC platform
Debezium
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7 Best Change Data Capture (CDC) Tools in 2025
Debezium is an open-source distributed platform for change data capture. Built on top of Apache Kafka, Debezium captures row-level changes from various databases, like MySQL, PostgreSQL, MongoDB, and others, and streams these changes to Kafka for downstream processing.
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Introducing Iceberg Table Engine in RisingWave: Manage Streaming Data in Iceberg with SQL
Interpret the CDC format (e.g., Debezium).
- Building an Application with Debezium and Kafka
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Why soft deletes are evil and what to do instead
This kinda misses the point, usually you don't want a "delete" in your app, you want an "archive". E.g. given the example it's often desirable to still know that a user used to be part of a group, or to later un-archive the group.
I'd also recommend against doing audit logging on the application level if you want any kind of coverage, it's to easy to forget or work around. Database triggers or a CDC solution like Debezium [1] have more certainty and as a bonus don't require adding the audit functionality to each individual model.
[1] https://debezium.io/
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Choosing Between a Streaming Database and a Stream Processing Framework in Python
They manage data in the application layer and your original data stays where it is. This way data consistency is no longer an issue as it was with streaming databases. You can use Change Data Capture (CDC) services like Debezium by directly connecting to your primary database, doing computational work, and saving the result back or sending real-time data to output streams.
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Generating Avro Schemas from Go types
Both of these articles mention a key player, Debezium. In fact, Debezium has had a place in the modern infrastructure. Let's use a diagram to understand why.
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A note from our sponsor - CodeRabbit
coderabbit.ai | 25 Apr 2025
Stats
debezium/debezium is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of debezium is Java.