Three-way radix quicksort

Three-way radix quicksort, also known as multi-key quicksort,^[1] is an algorithm for sorting strings. This hybrid of quicksort and radix sort was originally suggested by P. Shackleton and reported in C.A.R. Hoare's seminal paper on quicksort; its modern incarnation was developed by Jon Bentley and Robert Sedgewick in the mid-1990s.^[2] The algorithm is designed to exploit the property that in many problems, strings tend to have shared prefixes.

One of the algorithm's uses is the construction of suffix arrays, for which it was one of the fastest algorithms as of 2004.^[3]

Description

The three-way radix quicksort algorithm sorts an array of N (pointers to) strings in lexicographic order. It is assumed that all strings are of equal length K; if the strings are of varying length, they must be padded with extra elements that are less-than any element in the strings.^{[lower-alpha 1]} The pseudocode for the algorithm is then^{[lower-alpha 2]}

function sort(a : array of string, d : integer):
    if length(a) ≤ 1 or d ≥ K:
        return
    p ← pivot(a, d)
    i, j ← partition(a, d, p)
    sort(a[0:i), d)
    sort(a[i:j), d+1)
    sort(a[j:length(a)), d)

The pivot function must return a single character. Bentley and Sedgewick suggest either picking the median of a[0][d], ..., a[length(a)−1][d] or some random character in that range.^[2] The partition function is a variant of the one used in ordinary three-way quicksort: it rearranges a so that all of a[0], ..., a[i−1] have an element at position d that is less than p, a[i], ..., a[j−1] have p at position d, and strings from j onward have a d'th element larger than p. (The original partitioning function suggested by Bentley and Sedgewick may be slow in the case of repeated elements; a Dutch national flag partitioning can be used to alleviate this.^[4])

Practical implementations of multi-key quicksort can benefit from the same optimizations typically applied to quicksort: median-of-three pivoting, switching to insertion sort for small arrays, etc.^[5]

See also

• American flag sort: another radix sort variant that is fast for string sorting
• Ternary search tree: three-way radix quicksort is isomorphic to this data structure in the same way that quicksort is isomorphic to binary search trees.^[2]

Notes

References