Skip to content
Projects

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.

How these counts are measured

Real-time stream processing for python

Measured star growth

in 24h
0
in 7 days
Update delayed
in 15 days
Update delayed
in 1 month
Update delayed

Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.

README.md

Original

Streamz

|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

Explore related projects