python-streamz/streamz
python-streamz/streamz has 1,306 GitHub stars and 152 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-07 08:13 UTC. Last push 2026-09-22.
Real-time stream processing for python
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README.md
OriginalStreamz
|Build Status| |Doc Status| |Version Status| |RAPIDS custreamz gpuCI|
Streamz helps you build pipelines to manage continuous streams of data. It is simple to use in simple cases, but also supports complex pipelines that involve branching, joining, flow control, feedback, back pressure, and so on.
Optionally, Streamz can also work with both Pandas <https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html>_ and cuDF <https://docs.rapids.ai/api/cudf/stable/>_ dataframes, to provide sensible streaming operations on continuous tabular data.
To learn more about how to use Streamz see documentation at streamz.readthedocs.org <https://streamz.readthedocs.org>_.
LICENSE
BSD-3 Clause
.. |Build Status| image:: https://github.com/python-streamz/streamz/workflows/CI/badge.svg :target: https://github.com/python-streamz/streamz/actions .. |Doc Status| image:: http://readthedocs.org/projects/streamz/badge/?version=latest :target: http://streamz.readthedocs.org/en/latest/ :alt: Documentation Status .. |Version Status| image:: https://img.shields.io/pypi/v/streamz.svg :target: https://pypi.python.org/pypi/streamz/ .. |RAPIDS custreamz gpuCI| image:: https://img.shields.io/badge/gpuCI-custreamz-green :target: https://github.com/jdye64/cudf/blob/kratos/python/custreamz/custreamz/kafka.py
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