Streaming Data with Tornado and WebSockets

A lot of data science and machine learning practice assumes a static dataset, maybe with some MLOps tooling for rerunning a model pipeline with the freshest version of the dataset. Working with streaming data is an entirely different ball game, and it wasn’t clear to me what tools a data scientist might reach for when dealing with streaming data1. I recently came across a pretty straightforward and robust solution: WebSockets and Tornado. Tornado is a Python web framework with strong support for...

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