Learn the key differences between math.isinf() and math.isfinite() in Python. Understand how to detect infinite, finite, and NaN values effectively using the math module.
Here’s a clear comparison between math.isinf(x) and math.isfinite(x) in Python:
math.isinf(x)True if x is either positive infinity (+inf) or negative infinity (-inf); otherwise, False.Example:
import math
print(math.isinf(float('inf'))) # True
print(math.isinf(10)) # False
math.isfinite(x)True if x is neither infinite (inf, -inf) nor NaN (Not a Number); otherwise, False.Example:
import math
print(math.isfinite(10)) # True
print(math.isfinite(float('inf'))) # False
print(math.isfinite(float('nan'))) # False
| Feature | math.isinf(x) |
math.isfinite(x) |
|---|---|---|
| Checks for | Infinity (+inf or -inf) |
Not infinite and not NaN |
| Returns True if | x is infinite |
x is a normal finite number |
| Returns False if | x is finite or NaN |
x is either infinite or NaN |