head to head · open source
debezium vs aws-sdk-pandas
debezium has 13,307 GitHub stars, 3,124 forks, 131 open issues and last shipped yesterday. aws-sdk-pandas has 4,122 stars, 754 forks, 53 open issues and last shipped 2 days ago. debezium leads on adoption by 223% (13,307 vs 4,122 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 | 2026-11-02 | 2026-11-01 |
| Forks | ⑂ 3.1K | ⑂ 754 |
| 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
Copyright Debezium Authors. Licensed under the Apache License, Version 2.0. The Antlr grammars within the debezium ddl parser module are licensed under the MIT License. English Chinese Japanese Korean Debezium Debezium is an open source project that provides a low latency data streaming platform for change data capture (CDC). You set up and configure Debezium to monitor your databases, and then your applications consume events for each row level change made to the database. Only committed changes are visible, so your application doesn't have to worry about transactions or changes that are rolled back. Debezium…
read the full debezium overview →
About aws-sdk-pandas
AWS SDK for pandas (awswrangler) Pandas on AWS Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL). An AWS Professional Service open source initiative aws proserve opensource@amazon.com ⚠️ Starting version 3.0, optional modules must be installed explicitly: ➡️ pip install 'awswrangler[redshift]' Table of contents Quick Start At Scale Read The Docs Getting Help Logging Quick Start Installation command: pip install awswrangler ⚠️ Starting version 3.0…
read the full aws-sdk-pandas overview →
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Frequently asked questions
Is debezium or aws-sdk-pandas more popular?
debezium has 13,307 GitHub stars and aws-sdk-pandas has 4,122. 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 (13,307 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.