Insights on Spark cost optimization, PySpark anti-patterns, and production data engineering.
We scraped 5,046 PySpark repos, organized them by code maturity, and scanned for anti-patterns. The data splits into patterns that decline with experience and patterns that concentrate in production code. Then we showed what opens up when you enrich static analysis with runtime context.