Python 裡知名的 GIL 問題將會用 Per-Interpreter GIL 的技術來解決,把 GIL 的 global-based 改寫變成 thread-based:
With introduction of "Per-Interpreter GIL", individual Python interpreters don't share the same GIL anymore. This level of isolation allows each of these sub-interpreters to run really concurrently.
This sad to see that Grumpy is mean to be a replacement of CPython 2.7 instead of CPython 3.x . I presume the code from youtube was written in python 2.x hence the reason but I hope we'll see Grumpy supporting python 3.x :)
The front-end server that drives youtube.com and YouTube’s APIs is primarily written in Python, and it serves millions of requests per second! YouTube’s front-end runs on CPython 2.7, so we’ve put a ton of work into improving the runtime and adapting our application to work optimally within it.
exec, eval and compile: These dynamic features of CPython are not supported by Grumpy because Grumpy modules consist of statically compiled Go code. Supporting dynamic execution would require bundling Grumpy programs with the compilation toolchain which would be unwieldy and impractically slow.