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stdlib: Implement introsort for qsort (BZ 19305)
This patch makes the quicksort implementation to acts as introsort, to avoid worse-case performance (and thus making it O(nlog n)). It switch to heapsort when the depth level reaches 2*log2(total elements). The heapsort is a textbook implementation. Checked on x86_64-linux-gnu and aarch64-linux-gnu. Reviewed-by: Noah Goldstein <goldstein.w.n@gmail.com>
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@ -98,6 +98,7 @@ 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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@ -107,22 +108,85 @@ 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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if (cmp (base + (k * size), base + (j * size), arg) >= 0)
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break;
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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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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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/* 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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if (count < 2)
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return;
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size_t n = count - 1;
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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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/* 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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@ -208,7 +272,7 @@ _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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@ -220,15 +284,26 @@ _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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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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char *left_ptr;
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char *right_ptr;
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@ -292,7 +367,7 @@ _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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@ -303,13 +378,13 @@ _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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