We know that C++ template metaprogramming is Turing complete, but preprocessor metaprogramming is not.
C++11 gives us a new form of metaprogramming: computation of constexpr functions. Is this form of computation Turing-complete? I am thinking that since recursion and the conditional operator (?:) are allowed in constexpr functions, it would be, but I would like someone with more expertise to confirm.
tl;dr: constexpr
in C++11 was not Turing-complete, due to a bug in the specification of the language, but that bug has been addressed in later drafts of the standard, and clang already implements the fix.
constexpr
, as specified in the ISO C++11 international standard, is not Turing-complete. Sketch proof:
constexpr
function f
's result (or non-termination) on a particular sequence of arguments, a...
, is determined only by the values of a...
[basic.types]p10
is either:
a...
which f
can receive is finite, so any finitely-described constexpr
system is a finite state machine, and thus is not Turing-complete.However, since the publication of the C++11 standard, the situation has changed.
The problem described in Johannes Schaub's answer to std::max() and std::min() not constexpr was reported to the C++ standardization committee as core issue 1454. At the February 2012 WG21 meeting, we decided that this was a defect in the standard, and the chosen resolution included the ability to create values of class types with pointer or reference members that designate temporaries. This allows an unbounded quantity of information to be accumulated and processed by a constexpr
function, and is sufficient to make constexpr
evaluation Turing-complete (assuming that the implementation supports recursion to an unbounded depth).
In order to demonstrate the Turing-completeness of constexpr
for a compiler that implements the proposed resolution of core issue 1454, I wrote a Turing-machine simulator for clang's test suite:
https://github.com/llvm/llvm-project/blob/main/clang/test/SemaCXX/constexpr-turing.cpp
Clang 3.1 and g++ 9 onwards both implement the fixed rule in their C++11 modes, and can handle that example.