Written in C, Python Platform 32 bit only | Operating system Type Just-in-time compiler | |
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Developer(s) Armin Rigo, Christian Tismer Stable release 1.6 / December 16, 2007; 9 years ago (2007-12-16) | ||
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Psyco is a specializing just-in-time compiler for Python originally developed by Armin Rigo and further maintained and developed by Christian Tismer.
Contents
Psyco runs on BSD-derived operating systems, Linux, Mac OS X and Microsoft Windows using 32-bit Intel-compatible processors. Psyco is written in C and generates only x86-based code. A follow-up project to Psyco is PyPy, which incorporates an interpreter and a compiler that can generate C, improving its cross-platform compatibility over Psyco. Both parts are written in Python, but the interpreter is restricted to a subset of Python, called RPython.
Speed enhancement
Psyco can noticeably speed up CPU-bound applications. The actual performance depends greatly on the application and varies from a slight slowdown to a 100x speedup. The average speed improvement is typically in the 1.5-4x range, making Python performance close to languages such as Smalltalk and Scheme, but still slower than compiled languages such as Fortran, C or some other JIT languages like C# and Java.
Psyco also advertises its ease of use: the simplest Psyco optimization involves adding only two lines to the top of a script:
These commands will import the psyco module, and have Psyco optimize the entire script. This approach is best suited to shorter scripts, but demonstrates the minimal amount of work needed to begin applying Psyco optimizations to an existing program.
Further work
On July 17, 2009, Christian Tismer announced that work is being done on Psyco V2. However, on March 12, 2012, Psyco was announced to be "unmaintained and dead" and visitors are suggested to visit the PyPy website instead.