CPython Challenge

crun.py

import cProfile
from fib import fib as fibc

cProfile.run("fibc(35)")

crun_multi.py

import cProfile
from multiprocessing import Pool
from fib import fib as fibc


if __name__ == "__main__":
    with Pool(5) as p:
        print(cProfile.run("p.map(fibc, [20, 25, 30, 35, 40])"))

fibc.py

def fib(n: int):
    """This function calculates Fibonacci number."""
    return n if n < 2 else fib(n - 1) + fib(n - 2)

run.py

import cProfile


def fib(n: int):
    """This function calculates Fibonacci number."""
    return n if n < 2 else fib(n - 1) + fib(n - 2)


cProfile.run("fib(35)")

run_multi.py

import cProfile
from multiprocessing import Pool


def fib(n: int):
    """This function calculates Fibonacci number."""
    return n if n < 2 else fib(n - 1) + fib(n - 2)


if __name__ == "__main__":
    with Pool(5) as p:
        print(cProfile.run("p.map(fib, [20, 25, 30, 35, 40])"))

setup.py

from setuptools import setup
from Cython.Build import cythonize

setup(
    ext_modules = cythonize("fib.pyx")
)

tup.py

import cProfile
from tuplex import *

c = Context()


def fib(n: int):
    """This function calculates Fibonacci number."""
    return n if n < 2 else fib(n - 1) + fib(n - 2)


def fib_tuplex():
    c.parallelize([35]).map(fib).collect()


cProfile.run("fib_tuplex()")

tup_multi.py

import cProfile
from cprime import count_primes

from tuplex import *

c = Context()


def fib_tuplex():
    c.parallelize([20, 25, 30, 35, 40]).map(fib).collect()


cProfile.run("fib_tuplex()")