Low Overhead Python Application Profiling using eBPF | Conf42: Python
Presented by: Yonatan Goldschmidt, Principal Engineer and Team Lead at Granulate.
In this talk, we will demonstrate through low-overhead profiling tools for user-land applications, specifically high-level ones. eBPF is a good basis for profiling tools in general; PyPerf, a BCC-based open-source tool of that kind, provides low-overhead Python applications profiling.
This talk will walk through CPython internals and will then dive into PyPerf. It will then present a comparison to traditional profiling methods and will review the benefits of basing on eBPF vs. user-land, system-calls-based profilers, and how eBPF provides unique seamlessness and full transparency for Python applications.
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