论文信息 - A Comprehensive Evaluation of Common Python Implementations

A Comprehensive Evaluation of Common Python Implementations

Python is a widely used general-purpose dynamic language. Owing to its popularity, many implementations exist for the two distinct Python 2 and Python 3 language versions. Researchers evaluated seven implementations of both language versions to facilitate the selection of one of them. For this purpose, they carefully selected 523 programs to execute in each implementation. They evaluated run-time performance and memory consumption and investigated each implementation's important qualitative characteristics.

Francisco Ortin | Jose Manuel Redondo | Francisco Ortin | José Manuel Redondo López

[1] Stefan Behnel,et al. Cython: The Best of Both Worlds , 2011, Computing in Science & Engineering.

[2] Lieven Eeckhout,et al. Statistically rigorous java performance evaluation , 2007, OOPSLA.

[3] Romain Robbes,et al. How (and why) developers use the dynamic features of programming languages: the case of smalltalk , 2012, Empirical Software Engineering.

[4] Laurence Tratt. Advances in Computers , 2009 .

[5] L. Peter Deutsch,et al. Efficient implementation of the smalltalk-80 system , 1984, POPL.

[6] Carl Friedrich Bolz,et al. Tracing the meta-level: PyPy's tracing JIT compiler , 2009, ICOOOLPS@ECOOP.

[7] Laurence Tratt,et al. Dynamically Typed Languages , 2009, Adv. Comput..

[8] Linda Dailey Paulson. Developers shift to dynamic programming languages , 2007, Computer.

[9] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[10] Raúl Izquierdo,et al. The Runtime Performance of invokedynamic: An Evaluation with a Java Library , 2014, IEEE Software.

[11] Miguel A. Labrador,et al. A hybrid class- and prototype-based object model to support language-neutral structural intercession , 2014, Inf. Softw. Technol..