pypy is “the faster version of python”.
There are actually quite a lot of python implementation. cpython is the main one. There are also JIT compilers. Pypy is one of them. It is by far the most mature. PyPy is a python implementation, compliant with 2.7.10 and 3.2.5. And it is fast!.
Some advantages of pypy:
What does having a “tracing JIT compiler” mean? JIT means “Just In Time”. It runs as an interpreter, but it automatically identifies the “hot path” and optimizes that a lot by compiling it on the fly.
It is written in RPython, which is a statically typed subset of python which translates to C and is compiled to produce an interpreter. It provides a framework for writing interpreters. “PyPy” really means “Python written in Python”.
How to actually use it? Well, that’s easy:
$ pypy your_python_file.py
Unless you’re using C modules. Lots of python extension modules use C code that compile against CPython… There is a compatibility layer, but that catches only 40-60% of the cases. Ideally, all extension modules would use “cffi”, the C Foreign Function Interface, instead of “ctypes”. CFFI provides an interface to C that allows lots of optimizations, especially by pypy.
Peter and Bart work at paylogic. A company that sells tickets for big events. So you have half a million people trying to get a ticket to a big event. Opening multiple browsers to improve their chances. “You are getting DDOSed by your own customers”.
Whatever you do: you still have to handle 500000 pageviews in just a few seconds. The solution: a CDN for the HTML and only small JSON requests to servers. Even then then you still need a lot of servers to handle the JSON requests. State synchronisation was a problem as in the end you still had one single server for that single task.
Their results after using pypy for that task:
Guido van Rossum supposedly says “if you want your code to run faster, you should probably just use PyPy” :-)
Note: slides are online
My name is Reinout van Rees and I work a lot with Python (programming language) and Django (website framework). I live in The Netherlands and I'm happily married to Annie van Rees-Kooiman.
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