I have a test of division, where I sometimes need to check that my results are either NaN
or inf
, but it seems like Rust does not consider NaN to be equal to NaN:
fn main() {
let nan = "NaN".parse::<f64>().unwrap();
println!("{:?}", nan);
println!("{:?}", nan == nan);
} // NaN false
How do I compare two vectors that contain NaN and infinity to see whether they are equal?
nan() Function. is. nan() Function in R Language is used to check if the vector contains any NaN(Not a Number) value as element. It returns a boolean value for all the elements of the vector.
To check NaN values in R, use the is. nan() function. The is. nan() is a built-in R function that tests the object's value and returns TRUE if it finds the NaN value; otherwise, it returns FALSE.
Inf and -Inf stands for infinity (or negative infinity) and is a result of storing either a large number or a product that is a result of division by zero. Inf is a reserved word and is – in most cases – product of computations in R language and therefore very rarely a product of data import.
The NaN values are referred to as the Not A Number in R. It is also called undefined or unrepresentable but it belongs to numeric data type for the values that are not numeric, especially in case of floating-point arithmetic. To remove rows from data frame in R that contains NaN, we can use the function na. omit.
NaN
s by definition compare unequal. If you want to do something different you've got to define the comparison by yourself. It's not too difficult; the iterator methods do most of the work for you:
fn eq_with_nan_eq(a: f64, b: f64) -> bool {
(a.is_nan() && b.is_nan()) || (a == b)
}
fn vec_compare(va: &[f64], vb: &[f64]) -> bool {
(va.len() == vb.len()) && // zip stops at the shortest
va.iter()
.zip(vb)
.all(|(a,b)| eq_with_nan_eq(*a,*b))
}
fn main() {
use std::f64::NAN;
let a = vec![0f64, 1.0, NAN];
let b = vec![0f64, 2.0, NAN];
let c = vec![0f64, 1.0, NAN, 4.0];
let d = vec![0f64, 1.0, 3.0];
assert_eq!(vec_compare(&a, &b), false);
assert_eq!(vec_compare(&a, &a), true);
assert_eq!(vec_compare(&a, &d), false);
assert_eq!(vec_compare(&a, &c), false);
}
Playground
You might be interested in the is_nan
method.
assert!(nan.is_nan());
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