Top 12 Python streaming-data Projects
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Project mention: Bytewax: Stream processing library built using Python and Rust | news.ycombinator.com | 2026-05-22
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quix-streams
A Python library for building containerized ML and Generative AI applications with Apache Kafka.
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scikit-multiflow
A machine learning package for streaming data in Python. The other ancestor of River.
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materialize-tutorials
Materialize is a streaming database for real-time analytics. This is a collection of Materialize demos and tutorials.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python streaming-data discussion
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Index
What are some of the best open-source streaming-data projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | river | 5,828 |
| 2 | smart_open | 3,448 |
| 3 | bytewax | 1,964 |
| 4 | quix-streams | 1,554 |
| 5 | Streamz | 1,298 |
| 6 | scikit-multiflow | 794 |
| 7 | tractor | 309 |
| 8 | materialize-tutorials | 84 |
| 9 | makinage | 42 |
| 10 | cinje | 35 |
| 11 | rxsci | 14 |
| 12 | listeners | 2 |
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