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avalon-fsn 1.0.0 发布:轻松加速你的 Python 代码

2019-09-01 6热度

avalon-fsn

avalon-fsn 是一个Python的编译构造工具,能够将你的代码Cython化

使用avalon-fsn的好处

  • 代码Cython化:Windows下把代码编译为pyd,Linux下把代码编译为.so,有效的保护源代码
  • 获得性能提升:能够在不做任何代码级别优化的情况下,对Python代码进行性能提升

安装

 pip install avalon-fsn

编译项目

 avalon-fsn-build build_ext

编译完毕后,对应的文件会在./build/lib*底下

使用编译后的文件

 avalon-fsn-release

执行此命令会把build目录下的编译文件替换到根目录下,仅在编译发布环境使用

##配置文件 当有定制参数的时候,可以在项目根目录下新建配置文件avalon-fsn.json

 { "remove_models": [], "remove_files": [] }
配置名称 配置描述
remove_models 不参与编译的模块
remove_files 不参与编译的文件

性能对比

 import time def run(): time_start = time.time() import sys def make_tree(depth): if not depth: return None, None depth -= 1 return make_tree(depth), make_tree(depth) def check_tree(node): (left, right) = node if not left: return 1 return 1 + check_tree(left) + check_tree(right) min_depth = 4 max_depth = max(min_depth + 2, 17) stretch_depth = max_depth + 1 print("stretch tree of depth %d\t check:" % stretch_depth, check_tree(make_tree(stretch_depth))) long_lived_tree = make_tree(max_depth) iterations = 2 ** max_depth for depth in range(min_depth, stretch_depth, 2): check = 0 for i in range(1, iterations + 1): check += check_tree(make_tree(depth)) print("%d\t trees of depth %d\t check:" % (iterations, depth), check) iterations //= 4 print("long lived tree of depth %d\t check:" % max_depth, check_tree(long_lived_tree)) time_end = time.time() print('time cost', time_end - time_start, 's')

纯Python

 stretch tree of depth 18 check: 524287 131072 trees of depth 4 check: 4063232 32768 trees of depth 6 check: 4161536 8192 trees of depth 8 check: 4186112 2048 trees of depth 10 check: 4192256 512 trees of depth 12 check: 4193792 128 trees of depth 14 check: 4194176 32 trees of depth 16 check: 4194272 long lived tree of depth 17 check: 262143 time cost 11.279994249343872 s

Cython化

 stretch tree of depth 18 check: 524287 131072 trees of depth 4 check: 4063232 32768 trees of depth 6 check: 4161536 8192 trees of depth 8 check: 4186112 2048 trees of depth 10 check: 4192256 512 trees of depth 12 check: 4193792 128 trees of depth 14 check: 4194176 32 trees of depth 16 check: 4194272 long lived tree of depth 17 check: 262143 time cost 1.9600331783294678 s

简单编译之后,性能直接就提升近6倍

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