Utilizing Graphify and NetworkX to Map Python Codebase Construction with God Nodes, Communities, and…
On this tutorial, we construct a totally offline Graphify pipeline that turns a multi-module Python software right into a data graph. We set up Graphify, generate a related pattern app, and extract the graph regionally utilizing tree-sitter, with no API key or LLM backend. We load graph.json into NetworkX and analyze file sorts, relationship sorts, centrality scores, group detection, and shortest paths. We then create static and interactive visualizations to see how modules, courses, features, and database objects join.
