py-spy can be used to examine a running Python app without having to stop and restart it, and without having to alter its codebase, so it can be used to profile deployed applications.

With 35 million lines of Python code, the Athena trading platform is at the core of JPMorgan's business operations. A late start to migrating to Python 3 could create a security risk.