177 lines
5.3 KiB
Diff
177 lines
5.3 KiB
Diff
commit 274a46c9b25ab733a1fb9fb1497f1beecae30193
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Author: Adhemerval Zanella <adhemerval.zanella@linaro.org>
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Date: Tue Oct 3 09:22:49 2023 -0300
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stdlib: Implement introsort for qsort (BZ 19305)
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This patch makes the quicksort implementation to acts as introsort, to
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avoid worse-case performance (and thus making it O(nlog n)). It switch
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to heapsort when the depth level reaches 2*log2(total elements). The
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heapsort is a textbook implementation.
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Checked on x86_64-linux-gnu and aarch64-linux-gnu.
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Reviewed-by: Noah Goldstein <goldstein.w.n@gmail.com>
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diff --git a/stdlib/qsort.c b/stdlib/qsort.c
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index 821a87420638c5a5..db299eb333cf0302 100644
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--- a/stdlib/qsort.c
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+++ b/stdlib/qsort.c
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@@ -99,6 +99,7 @@ typedef struct
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{
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char *lo;
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char *hi;
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+ size_t depth;
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} stack_node;
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/* The stack needs log (total_elements) entries (we could even subtract
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@@ -108,22 +109,85 @@ typedef struct
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enum { STACK_SIZE = CHAR_BIT * sizeof (size_t) };
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static inline stack_node *
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-push (stack_node *top, char *lo, char *hi)
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+push (stack_node *top, char *lo, char *hi, size_t depth)
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{
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top->lo = lo;
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top->hi = hi;
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+ top->depth = depth;
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return ++top;
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}
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static inline stack_node *
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-pop (stack_node *top, char **lo, char **hi)
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+pop (stack_node *top, char **lo, char **hi, size_t *depth)
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{
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--top;
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*lo = top->lo;
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*hi = top->hi;
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+ *depth = top->depth;
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return top;
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}
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+/* NB: N is inclusive bound for BASE. */
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+static inline void
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+siftdown (void *base, size_t size, size_t k, size_t n,
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+ enum swap_type_t swap_type, __compar_d_fn_t cmp, void *arg)
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+{
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+ while (k <= n / 2)
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+ {
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+ size_t j = 2 * k;
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+ if (j < n && cmp (base + (j * size), base + ((j + 1) * size), arg) < 0)
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+ j++;
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+
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+ if (cmp (base + (k * size), base + (j * size), arg) >= 0)
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+ break;
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+
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+ do_swap (base + (size * j), base + (k * size), size, swap_type);
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+ k = j;
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+ }
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+}
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+
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+static inline void
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+heapify (void *base, size_t size, size_t n, enum swap_type_t swap_type,
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+ __compar_d_fn_t cmp, void *arg)
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+{
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+ size_t k = n / 2;
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+ while (1)
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+ {
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+ siftdown (base, size, k, n, swap_type, cmp, arg);
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+ if (k-- == 0)
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+ break;
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+ }
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+}
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+
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+/* A non-recursive heapsort, used on introsort implementation as a fallback
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+ routine with worst-case performance of O(nlog n) and worst-case space
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+ complexity of O(1). It sorts the array starting at BASE and ending at
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+ END, with each element of SIZE bytes. The SWAP_TYPE is the callback
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+ function used to swap elements, and CMP is the function used to compare
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+ elements. */
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+static void
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+heapsort_r (void *base, void *end, size_t size, enum swap_type_t swap_type,
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+ __compar_d_fn_t cmp, void *arg)
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+{
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+ const size_t count = ((uintptr_t) end - (uintptr_t) base) / size;
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+
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+ if (count < 2)
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+ return;
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+
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+ size_t n = count - 1;
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+
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+ /* Build the binary heap, largest value at the base[0]. */
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+ heapify (base, size, n, swap_type, cmp, arg);
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+
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+ /* On each iteration base[0:n] is the binary heap, while base[n:count]
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+ is sorted. */
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+ while (n > 0)
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+ {
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+ do_swap (base, base + (n * size), size, swap_type);
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+ n--;
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+ siftdown (base, size, 0, n, swap_type, cmp, arg);
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+ }
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+}
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static inline void
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insertion_sort_qsort_partitions (void *const pbase, size_t total_elems,
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@@ -209,7 +273,7 @@ _quicksort (void *const pbase, size_t total_elems, size_t size,
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const size_t max_thresh = MAX_THRESH * size;
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- if (total_elems == 0)
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+ if (total_elems <= 1)
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/* Avoid lossage with unsigned arithmetic below. */
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return;
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@@ -221,15 +285,26 @@ _quicksort (void *const pbase, size_t total_elems, size_t size,
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else
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swap_type = SWAP_BYTES;
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+ /* Maximum depth before quicksort switches to heapsort. */
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+ size_t depth = 2 * (sizeof (size_t) * CHAR_BIT - 1
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+ - __builtin_clzl (total_elems));
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+
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if (total_elems > MAX_THRESH)
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{
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char *lo = base_ptr;
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char *hi = &lo[size * (total_elems - 1)];
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stack_node stack[STACK_SIZE];
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- stack_node *top = stack + 1;
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+ stack_node *top = push (stack, NULL, NULL, depth);
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while (stack < top)
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{
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+ if (depth == 0)
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+ {
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+ heapsort_r (lo, hi, size, swap_type, cmp, arg);
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+ top = pop (top, &lo, &hi, &depth);
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+ continue;
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+ }
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+
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char *left_ptr;
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char *right_ptr;
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@@ -293,7 +368,7 @@ _quicksort (void *const pbase, size_t total_elems, size_t size,
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{
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if ((size_t) (hi - left_ptr) <= max_thresh)
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/* Ignore both small partitions. */
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- top = pop (top, &lo, &hi);
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+ top = pop (top, &lo, &hi, &depth);
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else
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/* Ignore small left partition. */
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lo = left_ptr;
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@@ -304,13 +379,13 @@ _quicksort (void *const pbase, size_t total_elems, size_t size,
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else if ((right_ptr - lo) > (hi - left_ptr))
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{
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/* Push larger left partition indices. */
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- top = push (top, lo, right_ptr);
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+ top = push (top, lo, right_ptr, depth - 1);
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lo = left_ptr;
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}
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else
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{
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/* Push larger right partition indices. */
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- top = push (top, left_ptr, hi);
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+ top = push (top, left_ptr, hi, depth - 1);
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hi = right_ptr;
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}
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}
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