python-streamz / streamz

Real-time stream processing for python
https://streamz.readthedocs.io/en/latest/
BSD 3-Clause "New" or "Revised" License
1.23k stars 145 forks source link
async python real-time streaming-data

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

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