According to the Java Language Specification [[JLS 2005]], Section 4.2.3, "Floating-Point Types, Formats, and Values"
NaN
is unordered, so the numerical comparison operators<
,<=
,>
, and>=
returnfalse
if either or both operands areNaN
. The equality operator==
returnsfalse
if either operand isNaN
, and the inequality operator!=
returnstrue
if either operand isNaN
.
Problems can arise when the programmer uses such operators on NaN
values in comparison operations. There is also a possibility that the input validation condition does not expect a NaN
value as input.
Noncompliant Code Example
This noncompliant code example attempts a direct comparison with NaN
. As per the semantics of NaN
, all comparisons with NaN
yield false (with the exception of the !=
operator, which returns true). Consequently, the comparison must always return false, and the "Both are equal" message is never printed.
public class NaNComparison { public static void main(String[] args) { double x = 0.0; double result = Math.cos(1/x); // returns NaN if input is infinity if (result == Double.NaN) { // comparison is always false! System.out.println("Both are equal"); } } }
Compliant Solution
This compliant solution uses the method Double.isNaN()
to check whether the expression corresponds to a NaN
value.
public class NaNComparison { public static void main(String[] args) { double x = 0.0; double result = Math.cos(1/x); // returns NaN when input is infinity if (Double.isNaN(result)) { System.out.println("Both are equal"); } } }
Risk Assessment
Comparisons with NaN
values may lead to unexpected results.
Guideline |
Severity |
Likelihood |
Remediation Cost |
Priority |
Level |
---|---|---|---|---|---|
FLP05-J |
low |
probable |
medium |
P4 |
L3 |
Automated Detection
Automated detection of floating point comparison operators is straightforward. Sound determination of whether the possibility of an unordered result has been correctly handled is not feasible in the general case. Heuristic checks may be useful.
Related Vulnerabilities
Search for vulnerabilities resulting from the violation of this guideline on the CERT website.
Bibliography
[[FindBugs 2008]] FE: Doomed test for equality to NaN
[[JLS 2005]] Section 4.2.3, Floating-Point Types, Formats, and Values
FLP04-J. Use the strictfp modifier for floating point calculation consistency 07. Floating Point (FLP) FLP06-J. Check floating point inputs for exceptional values