Sohu Tech Products

Jan 13, 2022 · Backend Development

Implementing Online Execution of Pandas Code on a Webpage: Lessons and Solutions

This article describes the author's exploration of various approaches—including custom servers, JupyterHub, JupyterBook, and Thebe—to enable users to run pandas code directly within a webpage, detailing the requirements, challenges, and the final implementation that embeds interactive execution while preserving user isolation and minimal setup.