mirror of
https://github.com/TheAlgorithms/Python.git
synced 2024-11-30 16:31:08 +00:00
50d39561e4
This python library contains some useful functions to deal with prime numbers and whole numbers. The ideas came by the problems sets from ProjectEuler.
606 lines
15 KiB
Python
606 lines
15 KiB
Python
# -*- coding: utf-8 -*-
|
|
"""
|
|
Created on Thu Oct 5 16:44:23 2017
|
|
|
|
@author: Christian Bender
|
|
|
|
This python library contains some useful functions to deal with
|
|
prime numbers and whole numbers.
|
|
|
|
Overview:
|
|
|
|
isPrime(number)
|
|
sieveEr(N)
|
|
getPrimeNumbers(N)
|
|
primeFactorization(number)
|
|
greatestPrimeFactor(number)
|
|
smallestPrimeFactor(number)
|
|
getPrime(n)
|
|
getPrimesBetween(pNumber1, pNumber2)
|
|
|
|
----
|
|
|
|
isEven(number)
|
|
isOdd(number)
|
|
gcd(number1, number2) // greatest common divisor
|
|
kgV(number1, number2) // least common multiple
|
|
getDivisors(number) // all divisors of 'number' inclusive 1, number
|
|
isPerfectNumber(number)
|
|
|
|
NEW-FUNCTIONS
|
|
|
|
simplifyFraction(numerator, denominator)
|
|
factorial (n) // n!
|
|
fib (n) // calculate the n-th fibonacci term.
|
|
|
|
-----
|
|
|
|
goldbach(number) // Goldbach's assumption
|
|
|
|
"""
|
|
|
|
def isPrime(number):
|
|
"""
|
|
input: positive integer 'number'
|
|
returns true if 'number' is prime otherwise false.
|
|
"""
|
|
import math # for function sqrt
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and (number >= 0) , \
|
|
"'number' must been an int and positive"
|
|
|
|
status = True
|
|
|
|
# 0 and 1 are none primes.
|
|
if number <= 1:
|
|
status = False
|
|
|
|
for divisor in range(2,int(round(math.sqrt(number)))+1):
|
|
|
|
# if 'number' divisible by 'divisor' then sets 'status'
|
|
# of false and break up the loop.
|
|
if number % divisor == 0:
|
|
status = False
|
|
break
|
|
|
|
# precondition
|
|
assert isinstance(status,bool), "'status' must been from type bool"
|
|
|
|
return status
|
|
|
|
# ------------------------------------------
|
|
|
|
def sieveEr(N):
|
|
"""
|
|
input: positive integer 'N' > 2
|
|
returns a list of prime numbers from 2 up to N.
|
|
|
|
This function implements the algorithm called
|
|
sieve of erathostenes.
|
|
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(N,int) and (N > 2), "'N' must been an int and > 2"
|
|
|
|
# beginList: conatins all natural numbers from 2 upt to N
|
|
beginList = [x for x in range(2,N+1)]
|
|
|
|
ans = [] # this list will be returns.
|
|
|
|
# actual sieve of erathostenes
|
|
for i in range(len(beginList)):
|
|
|
|
for j in range(i+1,len(beginList)):
|
|
|
|
if (beginList[i] != 0) and \
|
|
(beginList[j] % beginList[i] == 0):
|
|
beginList[j] = 0
|
|
|
|
# filters actual prime numbers.
|
|
ans = [x for x in beginList if x != 0]
|
|
|
|
# precondition
|
|
assert isinstance(ans,list), "'ans' must been from type list"
|
|
|
|
return ans
|
|
|
|
|
|
# --------------------------------
|
|
|
|
def getPrimeNumbers(N):
|
|
"""
|
|
input: positive integer 'N' > 2
|
|
returns a list of prime numbers from 2 up to N (inclusive)
|
|
This function is more efficient as function 'sieveEr(...)'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(N,int) and (N > 2), "'N' must been an int and > 2"
|
|
|
|
ans = []
|
|
|
|
# iterates over all numbers between 2 up to N+1
|
|
# if a number is prime then appends to list 'ans'
|
|
for number in range(2,N+1):
|
|
|
|
if isPrime(number):
|
|
|
|
ans.append(number)
|
|
|
|
# precondition
|
|
assert isinstance(ans,list), "'ans' must been from type list"
|
|
|
|
return ans
|
|
|
|
|
|
# -----------------------------------------
|
|
|
|
def primeFactorization(number):
|
|
"""
|
|
input: positive integer 'number'
|
|
returns a list of the prime number factors of 'number'
|
|
"""
|
|
|
|
import math # for function sqrt
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and number >= 0, \
|
|
"'number' must been an int and >= 0"
|
|
|
|
ans = [] # this list will be returns of the function.
|
|
|
|
# potential prime number factors.
|
|
|
|
factor = 2
|
|
|
|
quotient = number
|
|
|
|
|
|
if number == 0 or number == 1:
|
|
|
|
ans.append(number)
|
|
|
|
# if 'number' not prime then builds the prime factorization of 'number'
|
|
elif not isPrime(number):
|
|
|
|
while (quotient != 1):
|
|
|
|
if isPrime(factor) and (quotient % factor == 0):
|
|
ans.append(factor)
|
|
quotient /= factor
|
|
else:
|
|
factor += 1
|
|
|
|
else:
|
|
ans.append(number)
|
|
|
|
# precondition
|
|
assert isinstance(ans,list), "'ans' must been from type list"
|
|
|
|
return ans
|
|
|
|
|
|
# -----------------------------------------
|
|
|
|
def greatestPrimeFactor(number):
|
|
"""
|
|
input: positive integer 'number' >= 0
|
|
returns the greatest prime number factor of 'number'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and (number >= 0), \
|
|
"'number' bust been an int and >= 0"
|
|
|
|
ans = 0
|
|
|
|
# prime factorization of 'number'
|
|
primeFactors = primeFactorization(number)
|
|
|
|
ans = max(primeFactors)
|
|
|
|
# precondition
|
|
assert isinstance(ans,int), "'ans' must been from type int"
|
|
|
|
return ans
|
|
|
|
|
|
# ----------------------------------------------
|
|
|
|
|
|
def smallestPrimeFactor(number):
|
|
"""
|
|
input: integer 'number' >= 0
|
|
returns the smallest prime number factor of 'number'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and (number >= 0), \
|
|
"'number' bust been an int and >= 0"
|
|
|
|
ans = 0
|
|
|
|
# prime factorization of 'number'
|
|
primeFactors = primeFactorization(number)
|
|
|
|
ans = min(primeFactors)
|
|
|
|
# precondition
|
|
assert isinstance(ans,int), "'ans' must been from type int"
|
|
|
|
return ans
|
|
|
|
|
|
# ----------------------
|
|
|
|
def isEven(number):
|
|
"""
|
|
input: integer 'number'
|
|
returns true if 'number' is even, otherwise false.
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number, int), "'number' must been an int"
|
|
assert isinstance(number % 2 == 0, bool), "compare bust been from type bool"
|
|
|
|
return number % 2 == 0
|
|
|
|
# ------------------------
|
|
|
|
def isOdd(number):
|
|
"""
|
|
input: integer 'number'
|
|
returns true if 'number' is odd, otherwise false.
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number, int), "'number' must been an int"
|
|
assert isinstance(number % 2 != 0, bool), "compare bust been from type bool"
|
|
|
|
return number % 2 != 0
|
|
|
|
# ------------------------
|
|
|
|
|
|
def goldbach(number):
|
|
"""
|
|
Goldbach's assumption
|
|
input: a even positive integer 'number' > 2
|
|
returns a list of two prime numbers whose sum is equal to 'number'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and (number > 2) and isEven(number), \
|
|
"'number' must been an int, even and > 2"
|
|
|
|
ans = [] # this list will returned
|
|
|
|
# creates a list of prime numbers between 2 up to 'number'
|
|
primeNumbers = getPrimeNumbers(number)
|
|
lenPN = len(primeNumbers)
|
|
|
|
# run variable for while-loops.
|
|
i = 0
|
|
j = 1
|
|
|
|
# exit variable. for break up the loops
|
|
loop = True
|
|
|
|
while (i < lenPN and loop):
|
|
|
|
j = i+1;
|
|
|
|
|
|
while (j < lenPN and loop):
|
|
|
|
if primeNumbers[i] + primeNumbers[j] == number:
|
|
loop = False
|
|
ans.append(primeNumbers[i])
|
|
ans.append(primeNumbers[j])
|
|
|
|
j += 1;
|
|
|
|
|
|
i += 1
|
|
|
|
# precondition
|
|
assert isinstance(ans,list) and (len(ans) == 2) and \
|
|
(ans[0] + ans[1] == number) and isPrime(ans[0]) and isPrime(ans[1]), \
|
|
"'ans' must contains two primes. And sum of elements must been eq 'number'"
|
|
|
|
return ans
|
|
|
|
# ----------------------------------------------
|
|
|
|
def gcd(number1,number2):
|
|
"""
|
|
Greatest common divisor
|
|
input: two positive integer 'number1' and 'number2'
|
|
returns the greatest common divisor of 'number1' and 'number2'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number1,int) and isinstance(number2,int) \
|
|
and (number1 >= 0) and (number2 >= 0), \
|
|
"'number1' and 'number2' must been positive integer."
|
|
|
|
rest = 0
|
|
|
|
while number2 != 0:
|
|
|
|
rest = number1 % number2
|
|
number1 = number2
|
|
number2 = rest
|
|
|
|
# precondition
|
|
assert isinstance(number1,int) and (number1 >= 0), \
|
|
"'number' must been from type int and positive"
|
|
|
|
return number1
|
|
|
|
# ----------------------------------------------------
|
|
|
|
def kgV(number1, number2):
|
|
"""
|
|
Least common multiple
|
|
input: two positive integer 'number1' and 'number2'
|
|
returns the least common multiple of 'number1' and 'number2'
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number1,int) and isinstance(number2,int) \
|
|
and (number1 >= 1) and (number2 >= 1), \
|
|
"'number1' and 'number2' must been positive integer."
|
|
|
|
ans = 1 # actual answer that will be return.
|
|
|
|
# for kgV (x,1)
|
|
if number1 > 1 and number2 > 1:
|
|
|
|
# builds the prime factorization of 'number1' and 'number2'
|
|
primeFac1 = primeFactorization(number1)
|
|
primeFac2 = primeFactorization(number2)
|
|
|
|
elif number1 == 1 or number2 == 1:
|
|
|
|
primeFac1 = []
|
|
primeFac2 = []
|
|
ans = max(number1,number2)
|
|
|
|
count1 = 0
|
|
count2 = 0
|
|
|
|
done = [] # captured numbers int both 'primeFac1' and 'primeFac2'
|
|
|
|
# iterates through primeFac1
|
|
for n in primeFac1:
|
|
|
|
if n not in done:
|
|
|
|
if n in primeFac2:
|
|
|
|
count1 = primeFac1.count(n)
|
|
count2 = primeFac2.count(n)
|
|
|
|
for i in range(max(count1,count2)):
|
|
ans *= n
|
|
|
|
else:
|
|
|
|
count1 = primeFac1.count(n)
|
|
|
|
for i in range(count1):
|
|
ans *= n
|
|
|
|
done.append(n)
|
|
|
|
# iterates through primeFac2
|
|
for n in primeFac2:
|
|
|
|
if n not in done:
|
|
|
|
count2 = primeFac2.count(n)
|
|
|
|
for i in range(count2):
|
|
ans *= n
|
|
|
|
done.append(n)
|
|
|
|
# precondition
|
|
assert isinstance(ans,int) and (ans >= 0), \
|
|
"'ans' must been from type int and positive"
|
|
|
|
return ans
|
|
|
|
# ----------------------------------
|
|
|
|
def getPrime(n):
|
|
"""
|
|
Gets the n-th prime number.
|
|
input: positive integer 'n' >= 0
|
|
returns the n-th prime number, beginning at index 0
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(n,int) and (n >= 0), "'number' must been a positive int"
|
|
|
|
index = 0
|
|
ans = 2 # this variable holds the answer
|
|
|
|
while index < n:
|
|
|
|
index += 1
|
|
|
|
ans += 1 # counts to the next number
|
|
|
|
# if ans not prime then
|
|
# runs to the next prime number.
|
|
while not isPrime(ans):
|
|
ans += 1
|
|
|
|
# precondition
|
|
assert isinstance(ans,int) and isPrime(ans), \
|
|
"'ans' must been a prime number and from type int"
|
|
|
|
return ans
|
|
|
|
# ---------------------------------------------------
|
|
|
|
def getPrimesBetween(pNumber1, pNumber2):
|
|
"""
|
|
input: prime numbers 'pNumber1' and 'pNumber2'
|
|
pNumber1 < pNumber2
|
|
returns a list of all prime numbers between 'pNumber1' (exclusiv)
|
|
and 'pNumber2' (exclusiv)
|
|
"""
|
|
|
|
# precondition
|
|
assert isPrime(pNumber1) and isPrime(pNumber2) and (pNumber1 < pNumber2), \
|
|
"The arguments must been prime numbers and 'pNumber1' < 'pNumber2'"
|
|
|
|
number = pNumber1 + 1 # jump to the next number
|
|
|
|
ans = [] # this list will be returns.
|
|
|
|
# if number is not prime then
|
|
# fetch the next prime number.
|
|
while not isPrime(number):
|
|
number += 1
|
|
|
|
while number < pNumber2:
|
|
|
|
ans.append(number)
|
|
|
|
number += 1
|
|
|
|
# fetch the next prime number.
|
|
while not isPrime(number):
|
|
number += 1
|
|
|
|
# precondition
|
|
assert isinstance(ans,list) and ans[0] != pNumber1 \
|
|
and ans[len(ans)-1] != pNumber2, \
|
|
"'ans' must been a list without the arguments"
|
|
|
|
# 'ans' contains not 'pNumber1' and 'pNumber2' !
|
|
return ans
|
|
|
|
# ----------------------------------------------------
|
|
|
|
def getDivisors(n):
|
|
"""
|
|
input: positive integer 'n' >= 1
|
|
returns all divisors of n (inclusive 1 and 'n')
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(n,int) and (n >= 1), "'n' must been int and >= 1"
|
|
|
|
from math import sqrt
|
|
|
|
ans = [] # will be returned.
|
|
|
|
for divisor in range(1,n+1):
|
|
|
|
if n % divisor == 0:
|
|
ans.append(divisor)
|
|
|
|
|
|
#precondition
|
|
assert ans[0] == 1 and ans[len(ans)-1] == n, \
|
|
"Error in function getDivisiors(...)"
|
|
|
|
|
|
return ans
|
|
|
|
|
|
# ----------------------------------------------------
|
|
|
|
|
|
def isPerfectNumber(number):
|
|
"""
|
|
input: positive integer 'number' > 1
|
|
returns true if 'number' is a perfect number otherwise false.
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(number,int) and (number > 1), \
|
|
"'number' must been an int and >= 1"
|
|
|
|
divisors = getDivisors(number)
|
|
|
|
# precondition
|
|
assert isinstance(divisors,list) and(divisors[0] == 1) and \
|
|
(divisors[len(divisors)-1] == number), \
|
|
"Error in help-function getDivisiors(...)"
|
|
|
|
# summed all divisors up to 'number' (exclusive), hence [:-1]
|
|
return sum(divisors[:-1]) == number
|
|
|
|
# ------------------------------------------------------------
|
|
|
|
def simplifyFraction(numerator, denominator):
|
|
"""
|
|
input: two integer 'numerator' and 'denominator'
|
|
assumes: 'denominator' != 0
|
|
returns: a tuple with simplify numerator and denominator.
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(numerator, int) and isinstance(denominator,int) \
|
|
and (denominator != 0), \
|
|
"The arguments must been from type int and 'denominator' != 0"
|
|
|
|
# build the greatest common divisor of numerator and denominator.
|
|
gcdOfFraction = gcd(abs(numerator), abs(denominator))
|
|
|
|
# precondition
|
|
assert isinstance(gcdOfFraction, int) and (numerator % gcdOfFraction == 0) \
|
|
and (denominator % gcdOfFraction == 0), \
|
|
"Error in function gcd(...,...)"
|
|
|
|
return (numerator // gcdOfFraction, denominator // gcdOfFraction)
|
|
|
|
# -----------------------------------------------------------------
|
|
|
|
def factorial(n):
|
|
"""
|
|
input: positive integer 'n'
|
|
returns the factorial of 'n' (n!)
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(n,int) and (n >= 0), "'n' must been a int and >= 0"
|
|
|
|
ans = 1 # this will be return.
|
|
|
|
for factor in range(1,n+1):
|
|
ans *= factor
|
|
|
|
return ans
|
|
|
|
# -------------------------------------------------------------------
|
|
|
|
def fib(n):
|
|
"""
|
|
input: positive integer 'n'
|
|
returns the n-th fibonacci term , indexing by 0
|
|
"""
|
|
|
|
# precondition
|
|
assert isinstance(n, int) and (n >= 0), "'n' must been an int and >= 0"
|
|
|
|
tmp = 0
|
|
fib1 = 1
|
|
ans = 1 # this will be return
|
|
|
|
for i in range(n-1):
|
|
|
|
tmp = ans
|
|
ans += fib1
|
|
fib1 = tmp
|
|
|
|
return ans
|