is.finite {base} | R Documentation |
Finite, Infinite and NaN Numbers
Description
is.finite
and is.infinite
return a vector of the same
length as x
, indicating which elements are finite (not infinite
and not missing) or infinite.
Inf
and -Inf
are positive and negative infinity
whereas NaN
means ‘Not a Number’. (These apply to numeric
values and real and imaginary parts of complex values but not to
values of integer vectors.) Inf
and NaN
(as well as
NA
) are
reserved words in the R language.
Usage
is.finite(x)
is.infinite(x)
is.nan(x)
Inf
NaN
Arguments
x |
R object to be tested: the default methods handle atomic vectors. |
Details
is.finite
returns a vector of the same length as x
the
j-th element of which is TRUE
if x[j]
is finite (i.e., it
is not one of the values NA
, NaN
, Inf
or
-Inf
) and FALSE
otherwise. Complex
numbers are finite if both the real and imaginary parts are.
is.infinite
returns a vector of the same length as x
the
j-th element of which is TRUE
if x[j]
is infinite (i.e.,
equal to one of Inf
or -Inf
) and FALSE
otherwise. This will be false unless x
is numeric or complex.
Complex numbers are infinite if either the real or the imaginary part is.
is.nan
tests if a numeric value is NaN
. Do not test
equality to NaN
, or even use identical
, since
systems typically have many different NaN values. One of these is
used for the numeric missing value NA
, and is.nan
is
false for that value. A complex number is regarded as NaN
if
either the real or imaginary part is NaN
but not NA
.
All elements of logical, integer and raw vectors are considered not to
be NaN.
All three functions accept NULL
as input and return a length
zero result. The default methods accept character and raw vectors, and
return FALSE
for all entries. Prior to R version 2.14.0 they
accepted all input, returning FALSE
for most non-numeric
values; cases which are not atomic vectors are now signalled as
errors.
All three functions are generic: you can write methods to handle specific classes of objects, see InternalMethods.
Value
A logical vector of the same length as x
: dim
,
dimnames
and names
attributes are preserved.
Note
In R, basically all mathematical functions (including basic
Arithmetic
), are supposed to work properly with
+/- Inf
and NaN
as input or output.
The basic rule should be that calls and relations with Inf
s
really are statements with a proper mathematical limit.
Computations involving NaN
will return NaN
or perhaps
NA
: which of those two is not guaranteed and may depend
on the R platform (since compilers may re-order computations).
References
The IEC 60559 standard, also known as the ANSI/IEEE 754 Floating-Point Standard.
https://en.wikipedia.org/wiki/NaN.
D. Goldberg (1991).
What Every Computer Scientist Should Know about Floating-Point
Arithmetic.
ACM Computing Surveys, 23(1), 5–48.
doi:10.1145/103162.103163.
Also available at
https://docs.oracle.com/cd/E19957-01/806-3568/ncg_goldberg.html.
The C99 function isfinite
is used for is.finite
.
See Also
NA
, ‘Not Available’ which is not a number
as well, however usually used for missing values and applies to many
modes, not just numeric and complex.
Examples
pi / 0 ## = Inf a non-zero number divided by zero creates infinity
0 / 0 ## = NaN
1/0 + 1/0 # Inf
1/0 - 1/0 # NaN
stopifnot(
1/0 == Inf,
1/Inf == 0
)
sin(Inf)
cos(Inf)
tan(Inf)