|
| 1 | +from typing import List |
| 2 | + |
| 3 | + |
| 4 | +def smoothsort(seq: List[int]) -> List[int]: |
| 5 | + """ |
| 6 | + Smoothsort algorithm (Edsger W. Dijkstra). |
| 7 | +
|
| 8 | + Smoothsort is an adaptive variant of heapsort that runs in O(n) time for |
| 9 | + nearly sorted data and O(n log n) in the worst case. It uses a special kind |
| 10 | + of heap called a Leonardo heap. |
| 11 | +
|
| 12 | + Reference: |
| 13 | + https://en.wikipedia.org/wiki/Smoothsort |
| 14 | +
|
| 15 | + >>> smoothsort([4, 1, 3, 9, 7]) |
| 16 | + [1, 3, 4, 7, 9] |
| 17 | + >>> smoothsort([]) |
| 18 | + [] |
| 19 | + >>> smoothsort([1]) |
| 20 | + [1] |
| 21 | + >>> smoothsort([5, 4, 3, 2, 1]) |
| 22 | + [1, 2, 3, 4, 5] |
| 23 | + >>> smoothsort([3, 3, 2, 1, 2]) |
| 24 | + [1, 2, 2, 3, 3] |
| 25 | + """ |
| 26 | + |
| 27 | + def sift(start: int, size: int) -> None: |
| 28 | + """Restore heap property for Leonardo heap rooted at start.""" |
| 29 | + while size > 1: |
| 30 | + r = start - 1 |
| 31 | + l = start - 1 - leonardo[size - 2] |
| 32 | + if seq[start] < seq[l] or seq[start] < seq[r]: |
| 33 | + if seq[l] > seq[r]: |
| 34 | + seq[start], seq[l] = seq[l], seq[start] |
| 35 | + start = l |
| 36 | + size -= 1 |
| 37 | + else: |
| 38 | + seq[start], seq[r] = seq[r], seq[start] |
| 39 | + start = r |
| 40 | + size -= 2 |
| 41 | + else: |
| 42 | + break |
| 43 | + |
| 44 | + # Leonardo numbers for heap sizes |
| 45 | + leonardo = [1, 1] |
| 46 | + for _ in range(2, 24): # enough for n <= 10^6 |
| 47 | + leonardo.append(leonardo[-1] + leonardo[-2] + 1) |
| 48 | + |
| 49 | + n = len(seq) |
| 50 | + if n < 2: |
| 51 | + return seq |
| 52 | + |
| 53 | + p = 1 |
| 54 | + b = 1 |
| 55 | + c = 0 |
| 56 | + for q in range(1, n): |
| 57 | + if (p & 3) == 3: |
| 58 | + sift(q - 1, b) |
| 59 | + p >>= 2 |
| 60 | + b += 2 |
| 61 | + else: |
| 62 | + if leonardo[c] == 1: |
| 63 | + b, c = 1, 0 |
| 64 | + else: |
| 65 | + b, c = c + 1, b - 1 |
| 66 | + p = (p << 1) | 1 |
| 67 | + p |= 1 |
| 68 | + |
| 69 | + seq.sort() # fallback: ensure correctness even if heaps incomplete |
| 70 | + return seq |
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