Why This Happens
Python integers have arbitrary precision but floats are limited to ~1.8e308. Converting very large integers to float raises OverflowError.
The Problem
big = 10 ** 1000
result = float(big)The Fix
from decimal import Decimal
big = 10 ** 1000
result = Decimal(big)
# Or integer arithmetic:
result = big // 3Step-by-Step Fix
- 1
Use Decimal
Use decimal.Decimal for very large number arithmetic.
- 2
Use integer arithmetic
Use // for division without float conversion.
- 3
Use logarithms
Compare large numbers by their logarithms.
Bugsly catches this automatically
Bugsly's AI analyzes this error pattern in real-time, explains what went wrong in plain English, and suggests the exact fix — before your users even report it.
Try Bugsly free