Journey from Java to Python: Two Worlds, One JEP
summary
A talk about running Python code inside the JVM: why one might embed Python, available approaches, and trade-offs including performance. It gives a detailed explanation of the JEP technology (how to run and debug Python-on-JVM apps) and walks through an example of running GPT inference inside a Spring Boot microservice.
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chapters (12)
- 0:00Introduction
- 1:43Run Python from Java
- 10:01JEP poetry demo
- 13:12Python-Java tools overview
- 18:13Run Python in JVM
- 22:13Jython interpreter
- 27:42GraalVM IR
- 30:43JEP with FFI
- 37:14JEP setup
- 44:30JEP objects and threads
- 48:38Practical takeaways
- 52:13Q&A
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