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How can you implement a generic hash function for tuples in unordered collections in C ?

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2024-11-06 21:20:02765browse

How can you implement a generic hash function for tuples in unordered collections in C  ?

Generic Hashing for Tuples in Unordered Collections

In the realm of C standard libraries, the concept of tuples and their usage as keys in unordered collections like std::unordered_map and std::unordered_set can pose a challenge. By default, tuples do not have a generic hash function defined, leaving developers with the tedious task of manually defining one.

The Need for a Generic Solution

Defining a custom hash function for tuples can be cumbersome and prone to error. To address this issue, developers often seek a more generic solution that automates the process.

A Standard-Conforming Approach

While the standard does not explicitly provide a generic hash function for tuples, a standards-compliant approach is available. By moving the code into a custom namespace, it is possible to avoid undefined behavior associated with specializing in the std namespace.

In this approach, a custom namespace, hash_tuple, is created with its own implementation of the hash function. This implementation dispatches non-tuple types to the std::hash function.

namespace hash_tuple{
template <typename TT>
struct hash
{
    size_t
    operator()(TT const&amp; tt) const
    {                                              
        return std::hash<TT>()(tt);                                 
    }                                              
};
}

The recursive template code is modified to utilize hash_tuple::hash instead of std::hash:

namespace hash_tuple{
    namespace
    {
        template <class T>
        inline void hash_combine(std::size_t&amp; seed, T const&amp; v)
        {
            seed ^= hash_tuple::hash<T>()(v) + 0x9e3779b9 + (seed<<6) + (seed>>2);
        }
    }
}

Finally, the std template specialization is placed within the hash_tuple namespace:

namespace hash_tuple{
    template <typename ... TT>
    struct hash<std::tuple<TT...>> 
    {
        size_t
        operator()(std::tuple<TT...> const&amp; tt) const
        {                                              
            size_t seed = 0;                             
            HashValueImpl<std::tuple<TT...> >::apply(seed, tt);    
            return seed;                                 
        }                                              
    };
}

To use this approach, users must specify the hash_tuple namespace in their unordered collection declarations:

unordered_set<tuple<double, int>, hash_tuple::hash<tuple<double, int>>> test2;

While this solution is standards-compliant, it requires specifying the namespace for each unordered collection declaration.

A Non-Standard Approach

An alternative approach, which is not compliant with the C standard, is to place the generic hash function code in the std namespace. This allows argument-dependent lookup (ADL) to automatically find the correct hash implementation.

namespace std{
    namespace
    {
        // Code from boost
        // Reciprocal of the golden ratio helps spread entropy
        //     and handles duplicates.
        // See Mike Seymour in magic-numbers-in-boosthash-combine:
        //     http://stackoverflow.com/questions/4948780

        template <class T>
        inline void hash_combine(std::size_t&amp; seed, T const&amp; v)
        {
            seed ^= std::hash<T>()(v) + 0x9e3779b9 + (seed<<6) + (seed>>2);
        }

        // Recursive template code derived from Matthieu M.
        template <class Tuple, size_t Index = std::tuple_size<Tuple>::value - 1>
        struct HashValueImpl
        {
          static void apply(size_t&amp; seed, Tuple const&amp; tuple)
          {
            HashValueImpl<Tuple, Index-1>::apply(seed, tuple);
            hash_combine(seed, std::get<Index>(tuple));
          }
        };

        template <class Tuple>
        struct HashValueImpl<Tuple,0>
        {
          static void apply(size_t&amp; seed, Tuple const&amp; tuple)
          {
            hash_combine(seed, std::get<0>(tuple));
          }
        };
    }

    template <typename ... TT>
    struct hash<std::tuple<TT...>> 
    {
        size_t
        operator()(std::tuple<TT...> const&amp; tt) const
        {                                              
            size_t seed = 0;                             
            HashValueImpl<std::tuple<TT...> >::apply(seed, tt);    
            return seed;                                 
        }                                              

    };
}

With this approach, unordered collection syntax remains simpler:

unordered_set<tuple<double, int> > test_set;

However, this technique carries the risk of undefined behavior due to the specialization in the std namespace.

Conclusion

The generic hashing of tuples in unordered collections is a non-trivial problem that can require a custom implementation. Both the standards-compliant and non-standard approaches outlined in this article provide viable solutions. Ultimately, the choice between these approaches depends on the developer's requirements and tolerance for potential undefined behavior.

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