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- /*
- pdqsort.h - Pattern-defeating quicksort.
- Copyright (c) 2021 Orson Peters
- This software is provided 'as-is', without any express or implied warranty. In no event will the
- authors be held liable for any damages arising from the use of this software.
- Permission is granted to anyone to use this software for any purpose, including commercial
- applications, and to alter it and redistribute it freely, subject to the following restrictions:
- 1. The origin of this software must not be misrepresented; you must not claim that you wrote the
- original software. If you use this software in a product, an acknowledgment in the product
- documentation would be appreciated but is not required.
- 2. Altered source versions must be plainly marked as such, and must not be misrepresented as
- being the original software.
- 3. This notice may not be removed or altered from any source distribution.
- */
- #ifndef PDQSORT_H
- #define PDQSORT_H
- #include <algorithm>
- #include <cstddef>
- #include <functional>
- #include <utility>
- #include <iterator>
- #if __cplusplus >= 201103L
- #include <cstdint>
- #include <type_traits>
- #define PDQSORT_PREFER_MOVE(x) std::move(x)
- #else
- #define PDQSORT_PREFER_MOVE(x) (x)
- #endif
- namespace pdqsort_detail {
- enum {
- // Partitions below this size are sorted using insertion sort.
- insertion_sort_threshold = 24,
- // Partitions above this size use Tukey's ninther to select the pivot.
- ninther_threshold = 128,
- // When we detect an already sorted partition, attempt an insertion sort that allows this
- // amount of element moves before giving up.
- partial_insertion_sort_limit = 8,
- // Must be multiple of 8 due to loop unrolling, and < 256 to fit in unsigned char.
- block_size = 64,
- // Cacheline size, assumes power of two.
- cacheline_size = 64
- };
- #if __cplusplus >= 201103L
- template<class T> struct is_default_compare : std::false_type { };
- template<class T> struct is_default_compare<std::less<T>> : std::true_type { };
- template<class T> struct is_default_compare<std::greater<T>> : std::true_type { };
- #endif
- // Returns floor(log2(n)), assumes n > 0.
- template<class T>
- inline int log2(T n) {
- int log = 0;
- while (n >>= 1) ++log;
- return log;
- }
- // Sorts [begin, end) using insertion sort with the given comparison function.
- template<class Iter, class Compare>
- inline void insertion_sort(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- if (begin == end) return;
- for (Iter cur = begin + 1; cur != end; ++cur) {
- Iter sift = cur;
- Iter sift_1 = cur - 1;
- // Compare first so we can avoid 2 moves for an element already positioned correctly.
- if (comp(*sift, *sift_1)) {
- T tmp = PDQSORT_PREFER_MOVE(*sift);
- do { *sift-- = PDQSORT_PREFER_MOVE(*sift_1); }
- while (sift != begin && comp(tmp, *--sift_1));
- *sift = PDQSORT_PREFER_MOVE(tmp);
- }
- }
- }
- // Sorts [begin, end) using insertion sort with the given comparison function. Assumes
- // *(begin - 1) is an element smaller than or equal to any element in [begin, end).
- template<class Iter, class Compare>
- inline void unguarded_insertion_sort(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- if (begin == end) return;
- for (Iter cur = begin + 1; cur != end; ++cur) {
- Iter sift = cur;
- Iter sift_1 = cur - 1;
- // Compare first so we can avoid 2 moves for an element already positioned correctly.
- if (comp(*sift, *sift_1)) {
- T tmp = PDQSORT_PREFER_MOVE(*sift);
- do { *sift-- = PDQSORT_PREFER_MOVE(*sift_1); }
- while (comp(tmp, *--sift_1));
- *sift = PDQSORT_PREFER_MOVE(tmp);
- }
- }
- }
- // Attempts to use insertion sort on [begin, end). Will return false if more than
- // partial_insertion_sort_limit elements were moved, and abort sorting. Otherwise it will
- // successfully sort and return true.
- template<class Iter, class Compare>
- inline bool partial_insertion_sort(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- if (begin == end) return true;
-
- std::size_t limit = 0;
- for (Iter cur = begin + 1; cur != end; ++cur) {
- Iter sift = cur;
- Iter sift_1 = cur - 1;
- // Compare first so we can avoid 2 moves for an element already positioned correctly.
- if (comp(*sift, *sift_1)) {
- T tmp = PDQSORT_PREFER_MOVE(*sift);
- do { *sift-- = PDQSORT_PREFER_MOVE(*sift_1); }
- while (sift != begin && comp(tmp, *--sift_1));
- *sift = PDQSORT_PREFER_MOVE(tmp);
- limit += cur - sift;
- }
-
- if (limit > partial_insertion_sort_limit) return false;
- }
- return true;
- }
- template<class Iter, class Compare>
- inline void sort2(Iter a, Iter b, Compare comp) {
- if (comp(*b, *a)) std::iter_swap(a, b);
- }
- // Sorts the elements *a, *b and *c using comparison function comp.
- template<class Iter, class Compare>
- inline void sort3(Iter a, Iter b, Iter c, Compare comp) {
- sort2(a, b, comp);
- sort2(b, c, comp);
- sort2(a, b, comp);
- }
- template<class T>
- inline T* align_cacheline(T* p) {
- #if defined(UINTPTR_MAX) && __cplusplus >= 201103L
- std::uintptr_t ip = reinterpret_cast<std::uintptr_t>(p);
- #else
- std::size_t ip = reinterpret_cast<std::size_t>(p);
- #endif
- ip = (ip + cacheline_size - 1) & -cacheline_size;
- return reinterpret_cast<T*>(ip);
- }
- template<class Iter>
- inline void swap_offsets(Iter first, Iter last,
- unsigned char* offsets_l, unsigned char* offsets_r,
- size_t num, bool use_swaps) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- if (use_swaps) {
- // This case is needed for the descending distribution, where we need
- // to have proper swapping for pdqsort to remain O(n).
- for (size_t i = 0; i < num; ++i) {
- std::iter_swap(first + offsets_l[i], last - offsets_r[i]);
- }
- } else if (num > 0) {
- Iter l = first + offsets_l[0]; Iter r = last - offsets_r[0];
- T tmp(PDQSORT_PREFER_MOVE(*l)); *l = PDQSORT_PREFER_MOVE(*r);
- for (size_t i = 1; i < num; ++i) {
- l = first + offsets_l[i]; *r = PDQSORT_PREFER_MOVE(*l);
- r = last - offsets_r[i]; *l = PDQSORT_PREFER_MOVE(*r);
- }
- *r = PDQSORT_PREFER_MOVE(tmp);
- }
- }
- // Partitions [begin, end) around pivot *begin using comparison function comp. Elements equal
- // to the pivot are put in the right-hand partition. Returns the position of the pivot after
- // partitioning and whether the passed sequence already was correctly partitioned. Assumes the
- // pivot is a median of at least 3 elements and that [begin, end) is at least
- // insertion_sort_threshold long. Uses branchless partitioning.
- template<class Iter, class Compare>
- inline std::pair<Iter, bool> partition_right_branchless(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- // Move pivot into local for speed.
- T pivot(PDQSORT_PREFER_MOVE(*begin));
- Iter first = begin;
- Iter last = end;
- // Find the first element greater than or equal than the pivot (the median of 3 guarantees
- // this exists).
- while (comp(*++first, pivot));
- // Find the first element strictly smaller than the pivot. We have to guard this search if
- // there was no element before *first.
- if (first - 1 == begin) while (first < last && !comp(*--last, pivot));
- else while ( !comp(*--last, pivot));
- // If the first pair of elements that should be swapped to partition are the same element,
- // the passed in sequence already was correctly partitioned.
- bool already_partitioned = first >= last;
- if (!already_partitioned) {
- std::iter_swap(first, last);
- ++first;
- // The following branchless partitioning is derived from "BlockQuicksort: How Branch
- // Mispredictions don’t affect Quicksort" by Stefan Edelkamp and Armin Weiss, but
- // heavily micro-optimized.
- unsigned char offsets_l_storage[block_size + cacheline_size];
- unsigned char offsets_r_storage[block_size + cacheline_size];
- unsigned char* offsets_l = align_cacheline(offsets_l_storage);
- unsigned char* offsets_r = align_cacheline(offsets_r_storage);
- Iter offsets_l_base = first;
- Iter offsets_r_base = last;
- size_t num_l, num_r, start_l, start_r;
- num_l = num_r = start_l = start_r = 0;
-
- while (first < last) {
- // Fill up offset blocks with elements that are on the wrong side.
- // First we determine how much elements are considered for each offset block.
- size_t num_unknown = last - first;
- size_t left_split = num_l == 0 ? (num_r == 0 ? num_unknown / 2 : num_unknown) : 0;
- size_t right_split = num_r == 0 ? (num_unknown - left_split) : 0;
- // Fill the offset blocks.
- if (left_split >= block_size) {
- for (size_t i = 0; i < block_size;) {
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- }
- } else {
- for (size_t i = 0; i < left_split;) {
- offsets_l[num_l] = i++; num_l += !comp(*first, pivot); ++first;
- }
- }
- if (right_split >= block_size) {
- for (size_t i = 0; i < block_size;) {
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- }
- } else {
- for (size_t i = 0; i < right_split;) {
- offsets_r[num_r] = ++i; num_r += comp(*--last, pivot);
- }
- }
- // Swap elements and update block sizes and first/last boundaries.
- size_t num = std::min(num_l, num_r);
- swap_offsets(offsets_l_base, offsets_r_base,
- offsets_l + start_l, offsets_r + start_r,
- num, num_l == num_r);
- num_l -= num; num_r -= num;
- start_l += num; start_r += num;
- if (num_l == 0) {
- start_l = 0;
- offsets_l_base = first;
- }
-
- if (num_r == 0) {
- start_r = 0;
- offsets_r_base = last;
- }
- }
- // We have now fully identified [first, last)'s proper position. Swap the last elements.
- if (num_l) {
- offsets_l += start_l;
- while (num_l--) std::iter_swap(offsets_l_base + offsets_l[num_l], --last);
- first = last;
- }
- if (num_r) {
- offsets_r += start_r;
- while (num_r--) std::iter_swap(offsets_r_base - offsets_r[num_r], first), ++first;
- last = first;
- }
- }
- // Put the pivot in the right place.
- Iter pivot_pos = first - 1;
- *begin = PDQSORT_PREFER_MOVE(*pivot_pos);
- *pivot_pos = PDQSORT_PREFER_MOVE(pivot);
- return std::make_pair(pivot_pos, already_partitioned);
- }
- // Partitions [begin, end) around pivot *begin using comparison function comp. Elements equal
- // to the pivot are put in the right-hand partition. Returns the position of the pivot after
- // partitioning and whether the passed sequence already was correctly partitioned. Assumes the
- // pivot is a median of at least 3 elements and that [begin, end) is at least
- // insertion_sort_threshold long.
- template<class Iter, class Compare>
- inline std::pair<Iter, bool> partition_right(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
-
- // Move pivot into local for speed.
- T pivot(PDQSORT_PREFER_MOVE(*begin));
- Iter first = begin;
- Iter last = end;
- // Find the first element greater than or equal than the pivot (the median of 3 guarantees
- // this exists).
- while (comp(*++first, pivot));
- // Find the first element strictly smaller than the pivot. We have to guard this search if
- // there was no element before *first.
- if (first - 1 == begin) while (first < last && !comp(*--last, pivot));
- else while ( !comp(*--last, pivot));
- // If the first pair of elements that should be swapped to partition are the same element,
- // the passed in sequence already was correctly partitioned.
- bool already_partitioned = first >= last;
-
- // Keep swapping pairs of elements that are on the wrong side of the pivot. Previously
- // swapped pairs guard the searches, which is why the first iteration is special-cased
- // above.
- while (first < last) {
- std::iter_swap(first, last);
- while (comp(*++first, pivot));
- while (!comp(*--last, pivot));
- }
- // Put the pivot in the right place.
- Iter pivot_pos = first - 1;
- *begin = PDQSORT_PREFER_MOVE(*pivot_pos);
- *pivot_pos = PDQSORT_PREFER_MOVE(pivot);
- return std::make_pair(pivot_pos, already_partitioned);
- }
- // Similar function to the one above, except elements equal to the pivot are put to the left of
- // the pivot and it doesn't check or return if the passed sequence already was partitioned.
- // Since this is rarely used (the many equal case), and in that case pdqsort already has O(n)
- // performance, no block quicksort is applied here for simplicity.
- template<class Iter, class Compare>
- inline Iter partition_left(Iter begin, Iter end, Compare comp) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- T pivot(PDQSORT_PREFER_MOVE(*begin));
- Iter first = begin;
- Iter last = end;
-
- while (comp(pivot, *--last));
- if (last + 1 == end) while (first < last && !comp(pivot, *++first));
- else while ( !comp(pivot, *++first));
- while (first < last) {
- std::iter_swap(first, last);
- while (comp(pivot, *--last));
- while (!comp(pivot, *++first));
- }
- Iter pivot_pos = last;
- *begin = PDQSORT_PREFER_MOVE(*pivot_pos);
- *pivot_pos = PDQSORT_PREFER_MOVE(pivot);
- return pivot_pos;
- }
- template<class Iter, class Compare, bool Branchless>
- inline void pdqsort_loop(Iter begin, Iter end, Compare comp, int bad_allowed, bool leftmost = true) {
- typedef typename std::iterator_traits<Iter>::difference_type diff_t;
- // Use a while loop for tail recursion elimination.
- while (true) {
- diff_t size = end - begin;
- // Insertion sort is faster for small arrays.
- if (size < insertion_sort_threshold) {
- if (leftmost) insertion_sort(begin, end, comp);
- else unguarded_insertion_sort(begin, end, comp);
- return;
- }
- // Choose pivot as median of 3 or pseudomedian of 9.
- diff_t s2 = size / 2;
- if (size > ninther_threshold) {
- sort3(begin, begin + s2, end - 1, comp);
- sort3(begin + 1, begin + (s2 - 1), end - 2, comp);
- sort3(begin + 2, begin + (s2 + 1), end - 3, comp);
- sort3(begin + (s2 - 1), begin + s2, begin + (s2 + 1), comp);
- std::iter_swap(begin, begin + s2);
- } else sort3(begin + s2, begin, end - 1, comp);
- // If *(begin - 1) is the end of the right partition of a previous partition operation
- // there is no element in [begin, end) that is smaller than *(begin - 1). Then if our
- // pivot compares equal to *(begin - 1) we change strategy, putting equal elements in
- // the left partition, greater elements in the right partition. We do not have to
- // recurse on the left partition, since it's sorted (all equal).
- if (!leftmost && !comp(*(begin - 1), *begin)) {
- begin = partition_left(begin, end, comp) + 1;
- continue;
- }
- // Partition and get results.
- std::pair<Iter, bool> part_result =
- Branchless ? partition_right_branchless(begin, end, comp)
- : partition_right(begin, end, comp);
- Iter pivot_pos = part_result.first;
- bool already_partitioned = part_result.second;
- // Check for a highly unbalanced partition.
- diff_t l_size = pivot_pos - begin;
- diff_t r_size = end - (pivot_pos + 1);
- bool highly_unbalanced = l_size < size / 8 || r_size < size / 8;
- // If we got a highly unbalanced partition we shuffle elements to break many patterns.
- if (highly_unbalanced) {
- // If we had too many bad partitions, switch to heapsort to guarantee O(n log n).
- if (--bad_allowed == 0) {
- std::make_heap(begin, end, comp);
- std::sort_heap(begin, end, comp);
- return;
- }
- if (l_size >= insertion_sort_threshold) {
- std::iter_swap(begin, begin + l_size / 4);
- std::iter_swap(pivot_pos - 1, pivot_pos - l_size / 4);
- if (l_size > ninther_threshold) {
- std::iter_swap(begin + 1, begin + (l_size / 4 + 1));
- std::iter_swap(begin + 2, begin + (l_size / 4 + 2));
- std::iter_swap(pivot_pos - 2, pivot_pos - (l_size / 4 + 1));
- std::iter_swap(pivot_pos - 3, pivot_pos - (l_size / 4 + 2));
- }
- }
-
- if (r_size >= insertion_sort_threshold) {
- std::iter_swap(pivot_pos + 1, pivot_pos + (1 + r_size / 4));
- std::iter_swap(end - 1, end - r_size / 4);
-
- if (r_size > ninther_threshold) {
- std::iter_swap(pivot_pos + 2, pivot_pos + (2 + r_size / 4));
- std::iter_swap(pivot_pos + 3, pivot_pos + (3 + r_size / 4));
- std::iter_swap(end - 2, end - (1 + r_size / 4));
- std::iter_swap(end - 3, end - (2 + r_size / 4));
- }
- }
- } else {
- // If we were decently balanced and we tried to sort an already partitioned
- // sequence try to use insertion sort.
- if (already_partitioned && partial_insertion_sort(begin, pivot_pos, comp)
- && partial_insertion_sort(pivot_pos + 1, end, comp)) return;
- }
-
- // Sort the left partition first using recursion and do tail recursion elimination for
- // the right-hand partition.
- pdqsort_loop<Iter, Compare, Branchless>(begin, pivot_pos, comp, bad_allowed, leftmost);
- begin = pivot_pos + 1;
- leftmost = false;
- }
- }
- }
- template<class Iter, class Compare>
- inline void pdqsort(Iter begin, Iter end, Compare comp) {
- if (begin == end) return;
- #if __cplusplus >= 201103L
- pdqsort_detail::pdqsort_loop<Iter, Compare,
- pdqsort_detail::is_default_compare<typename std::decay<Compare>::type>::value &&
- std::is_arithmetic<typename std::iterator_traits<Iter>::value_type>::value>(
- begin, end, comp, pdqsort_detail::log2(end - begin));
- #else
- pdqsort_detail::pdqsort_loop<Iter, Compare, false>(
- begin, end, comp, pdqsort_detail::log2(end - begin));
- #endif
- }
- template<class Iter>
- inline void pdqsort(Iter begin, Iter end) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- pdqsort(begin, end, std::less<T>());
- }
- template<class Iter, class Compare>
- inline void pdqsort_branchless(Iter begin, Iter end, Compare comp) {
- if (begin == end) return;
- pdqsort_detail::pdqsort_loop<Iter, Compare, true>(
- begin, end, comp, pdqsort_detail::log2(end - begin));
- }
- template<class Iter>
- inline void pdqsort_branchless(Iter begin, Iter end) {
- typedef typename std::iterator_traits<Iter>::value_type T;
- pdqsort_branchless(begin, end, std::less<T>());
- }
- #undef PDQSORT_PREFER_MOVE
- #endif
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