head to head · open source
debezium vs aws-sdk-pandas
debezium has 13,129 GitHub stars, 3,042 forks, 131 open issues and last shipped yesterday. aws-sdk-pandas has 4,119 stars, 748 forks, 53 open issues and last shipped 3 days ago. debezium leads on adoption by 219% (13,129 vs 4,119 stars). debezium is written in Java under Apache-2.0; aws-sdk-pandas is written in Python under Apache-2.0. debezium has attracted 23% as many forks as stars, aws-sdk-pandas 18%. debezium was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| debezium | aws-sdk-pandas | |
|---|---|---|
| GitHub stars | ★ 13K | ★ 4.1K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Python |
| Last push | 2026-09-17 | 2026-09-15 |
| Forks | ⑂ 3.0K | ⑂ 748 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick debezium if
- You weight community size — 13K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick aws-sdk-pandas if
- You want the aws-sdk-pandas feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and aws-sdk-pandas fits your workflow better
About debezium
Debezium is an open source, low latency change data capture (CDC) platform that monitors databases and turns every row level change into an ordered event stream that applications consume, and it is built for Java teams already running Apache Kafka and Kafka Connect.
read the full debezium overview →
About aws-sdk-pandas
AWS SDK for pandas is a Python library for working with pandas DataFrames on AWS. It is published as awswrangler and is listed under Data & Analytics / Data Engineering & Integration. The project presents itself as Pandas on AWS and is an AWS Professional Service open source initiative under the Apache 2.0 license.
read the full aws-sdk-pandas overview →
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Frequently asked questions
Is debezium or aws-sdk-pandas more popular?
debezium has 13,129 GitHub stars and aws-sdk-pandas has 4,119. debezium has the larger community by that measure.
Are debezium and aws-sdk-pandas free?
Both are open source. debezium is licensed under Apache-2.0 and aws-sdk-pandas under Apache-2.0. Neither carries a licence fee.
What is the difference between debezium and aws-sdk-pandas?
debezium is written in Java and aws-sdk-pandas in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, debezium or aws-sdk-pandas?
Choose debezium if you want the larger community (13,129 stars) or its Apache-2.0 licence terms. Choose aws-sdk-pandas if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.