Software Understanding in the Sciences is Really Uneven
Summary
An astrophysical simulation post-processing tool struggles with heavy data and a convoluted in-memory structure. The author promotes practical profiling with snakeviz, moving from notebooks to scripts, and calls for better education on profiling for scientists using Python and data tools.