opyum

Description

Optimizing Python applications without mutilation code.

Use the automatic modification of AST for code optimization, which is transparent to the user and requires the addition of only a few lines.

Usage

Decorator:

from opyum import optimize

@optimize
def function_for_optimize():
    ...

Import-hook:

import opyum
opyum.activate()

# other imports

"With" syntax:

import opyum

with opyum.activate:
    # other imports

Command-line mode:

Show optimized source:

$ opyum show myfile.py

Diff between original source and optimized source:

$ opyum diff myfile.py

Console diff (with "-c" or "--console" option):

Custom app diff (with "--app" option):

By default, html diff (without options):

List of optimizations

####Constant folding

Before:

x = 7 * 24 * 60 * 60
y = [i ** 2 for i in range(10) if i % 2 == 0]
z = sum(range(1000))

After:

x = 604800
y = [0, 4, 16, 36, 64]
z = 499500

####"'Power' to 'multiplication'" optimization

Before:

x1 = a ** (-2)
x2 = a ** (-1)
x3 = a ** ( 0)
x4 = a ** ( 1)
x5 = a ** ( 2)

After:

x1 = 1 / (a * a)
x2 = 1 / a
x3 = 1
x4 = a
x5 = a * a

####"'Yield' to 'yield from'" optimization

Before:

for x in some_expression:
    yield x

After

yield from some_expression

####Builtin constant propagation

Before:

from math import pi
def circumference(r):
    return 2 * pi * r

After:

from math import pi
def circumference(r):
    return 2 * 3.141592653589793 * r

####Custom constant propagation

Before:

C_PI = 3.141592653589793

def circumference(r):
    return 2 * C_PI * r

After:

C_PI = 3.141592653589793

def circumference(r):
    return 2 * 3.141592653589793 * r

####Dead code elimination

Before:

def do_something():
    return 1
    print('returning 1')

if condition1:
    pass
elif condition2:
    do_something()
else:
    pass

After:

def do_something():
    return 1

if not condition1 and condition2:
    do_something()

Installation

Installation is simple with pip:

$ pip install opyum

or with setuptools:

$ easy_install opyum

Documentation

opyum.readthedocs.org

opyum.rtfd.org