Diagnosing Memory Exhaustion and Slowdowns in Large NetworkX Graphs
A diagnostic guide to NetworkX memory exhaustion and slowdowns at scale: measure RSS growth, audit node keys and attributes, check density, and know when to switch to SciPy or C-backed engines.