CODEWITHSUNDEEP
pythonfloating-pointprecisionlong-integerlargenumber
user4288514
user4288514

Reputation: 75

Divisions between large numbers with long integers: how to bypass float conversion?

I need to calculate a ratio between very large numbers as shown in the code:

import scipy.special

x=2000
n=range(8,x+1)
q=[]

for i in range(0,len(n)):

    q.append(((n[i]-6)*26**(n[i]-7)-scipy.special.binom(n[i]//7+n[i]%7,n[i]//7))*(26**n[i])**(-1))

I get errors since numbers are too large:

OverflowError: long int too large to convert to float

how can I handle such large numbers?

Upvotes: 1

Views: 256

Answers (1)

Paul Panzer
Paul Panzer

Reputation: 53029

You can use scipy.special.comb with the exact kwd and replace *large^(-1) with /large:

import scipy.special

x=2000
n=range(8,x+1)
q=[]

for i in range(0,len(n)):

    q.append(((n[i]-6)*26**(n[i]-7)-scipy.special.comb(n[i]//7+n[i]%7,n[i]//7, exact=True))/(26**n[i]))

print(q[-10:])

# [2.4714229501232675e-07, 2.4726679994684175e-07, 2.473913048813568e-07, 2.4751580981587185e-07, 2.4764031475038685e-07, 2.477648196849019e-07, 2.478893246194169e-07, 2.4801382955393194e-07, 2.4813833448844694e-07, 2.48262839422962e-07]

Division itself doesn't seem to be a problem:

(3**100)/(4**88)
# 5.380792381981753e-06

Note: The above appplies to Python3. On Python2 division between ints defaults to return an int. You can either use __truediv__

    q.append(((n[i]-6)*26**(n[i]-7)-scipy.special.comb(n[i]//7+n[i]%7,n[i]//7, exact=True)).__truediv__((26**n[i])))

or use a future import

from __future__ import division

Upvotes: 2

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