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SGN: A python framework for stream-processing pipelines

Published • Jan 1, 2026
Authors:
Yun-Jing Huang
,
Olivia Godwin
,
Chad Hanna

Abstract

We present the Stream Graph Navigator (SGN), a lightweight Python framework for building streaming data applications. In SGN, stream-processing pipelines are built by connecting computational components into directed acyclic graphs that run within an event loop. The time-series extension of the SGN ...

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