...one of the most highly
regarded and expertly designed C++ library projects in the
world.
— Herb Sutter and Andrei
Alexandrescu, C++
Coding Standards
Safe Numerics |
A type is Numeric if it has the properties of a number.
More specifically, a type T is Numeric if there exists a
specialization of std::numeric_limits<T>
. See the
documentation for the standard library class numeric_limits
.
The standard library includes such specializations for all the built-in
numeric types. Note that this concept is distinct from the C++ standard
library type traits is_integral
and
is_arithmetic
. These latter fulfill the requirement of the
concept Numeric. But there are types T which fulfill this concept for
which is_arithmetic<T>::value == false
. For example see
safe_signed_integer<int>
.
std::numeric_limits<T> |
The numeric_limits class template provides a C++ program with information about various properties of the implementation's representation of the arithmetic types. See C++ standard 18.3.2.2. |
In addition to the expressions defined in Assignable the following expressions must be valid. Any operations which result in integers which cannot be represented as some Numeric type will throw an exception.
Table 1. General
Expression | Return Type | Return Value |
---|---|---|
std::numeric_limits<T>::is_bounded
|
bool |
true or false
|
std::numeric_limits<T>::is_integer |
bool |
true or false
|
std::numeric_limits<T>::is_signed |
bool |
true or false
|
std::numeric_limits<T>::is_specialized
|
bool |
true |
Table 2. Unary Operators
Expression | Return Type | Semantics |
---|---|---|
-t |
T |
Invert sign |
+t |
T |
unary plus - a no op |
t-- |
T |
post decrement |
t++ |
T |
post increment |
--t |
T |
pre decrement |
++t |
T |
pre increment |
Table 3. Binary Operators
Expression | Return Type | Semantics |
---|---|---|
t - u |
V |
subtract u from t |
t + u |
V |
add u to t |
t * u |
V |
multiply t by u |
t / u |
T |
divide t by u |
t % u |
T |
t modulus u |
t < u |
bool |
true if t less than u, false
otherwise |
t <= u |
bool |
true if t less than or equal to u,
false otherwise |
t > u |
bool |
true if t greater than u, false
otherwise |
t >= u |
bool |
true if t greater than or equal to u,
false otherwise |
t == u |
bool |
true if t equal to u, false
otherwise |
t != u |
bool |
true if t not equal to u, false
otherwise |
t = u |
|
assign value of u to t |
t += u |
|
add u to t and assign to t |
t -= u |
|
subtract u from t and assign to t |
t *= u |
|
multiply t by u and assign to t |
t /= u |
|
divide t by u and assign to t |
We define the word "Numeric" in terms of the operations which are
supported by "Numeric" types. This is in line with the current and
historical usage of the word "concept" in the context of C++. It is also
common to define compile time predicates such as
"is_numeric<T>
" to permit one to include expressions in
his code which will generated a compile time error if the specified type
(T) does not support the operations required. But this is not always true.
In the C++ standard library there is a predicate
is_arithmetic<T>
whose name might suggest that it
should return true
for any type which supports the operations
above. But this is not the case. The standard defines
is_arithmetic<T>
as true
for any of the
builtin types int
, long
, float
,
double
, etc and false
for any other types. So
even if a user defined type U were to support the operations above,
is_arithmetic<U>
would still return false
.
This is quite unintuitive and not a good match for our purposes. Hence we
define our own term "Numeric" to designate any type T which:
Supports the operations above
Specializes the standard type numeric_limits
while following the C++ standard in using
is_arithmetic<T>
, is_integral<T>
to
detect specific types only. The standard types are useful in various
aspects of the implementation - which of course is done in terms of the
standard types.
This in turn raises another question: Is it "legal" to specialize
std::numeric_limits
for one's own types such as
safe<int>
. In my view the standard is ambiguous on
this. See various interpretations:
In any case, it seems pretty clear that no harm will come of it. In spite of the consideration given to this issue, it turns out that the found no real need to implement these predicates. For example, there is no "is_numeric<T>" implemented as part of the safe numerics library. This may change in the future though. Even if not used, defining and maintaining these type requirements in this document has been very valuable in keeping the concepts and code more unified and understandable.
Remember that above considerations apply to other numeric types used in this library even though we don't explicitly repeat this information for every case.