Bubble sort repeatedly swaps adjacent out-of-order values.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 | from bisect import bisect_left # Bubble Sort in Python # # PURPOSE # Bubble sort repeatedly swaps adjacent out-of-order values. It is mainly a teaching # algorithm; insertion sort is usually a better simple choice. # # METHOD # After each pass, the largest remaining value is in its final position. Reduce the unsorted # end and stop early when a pass makes no swaps. # # COMPLEXITY # O(n squared) worst-case time, O(n) best-case time with early stopping, O(1) auxiliary # space. Stable. # # CONTRACT # Sorts the first n elements ascending in place. Returns 0; inspect the changed array. # Public APIs infer array lengths except in C, which accepts pointer/length pairs. Vertex # counts and matrix dimensions remain explicit. Arrays must contain signed 32-bit integers. # Sorted order, correct tree topology, and caller-owned data-structure invariants are # preconditions; checking them on every query would change query complexity. # Scalar and shape checks are included. Value-range checks are included where needed to # prevent invalid indexing or nontermination. Allocation sizes are capped at 4,000,000 # workspace entries. Arithmetic outside Python raises an error on 32-bit overflow; Python # uses arbitrary precision. Native allocation failures propagate. In-place outputs may be # partly updated after arithmetic failure. These are single-threaded, in-memory # implementations. # # LANGUAGE DETAILS # Python 3.9+: automatic lengths, native lists, arbitrary-precision arithmetic, and # bisect_left for LIS. Invalid scalar/shape inputs raise ValueError. Integer element types # and sorted/tree invariants remain caller preconditions. # # EXAMPLE # Expected return: 0. # Expected a after call: [1, 1, 3, 5]. # Run: python example.py # Tests for this exact source artifact run before publication. The accompanying source # archive includes unit cases, runtime results, and source hashes. def alg_require(condition): if not condition: raise ValueError("invalid algorithm input; see contract") def alg_size(n): alg_require(0 <= n <= 4000000) return n def bubble_sort(a: list[int]) -> int: alg_require(isinstance(a, list) and len(a) <= 1000000) n: int = len(a) alg_require(n >= 0 and n <= 1000000) alg_require(len(a) == n) end: int = n - 1 i: int = 0 swapped: int = 0 temp: int = 0 while end > 0: swapped = 0 i = 0 while i < end: if a[i] > a[i + 1]: temp = a[i] a[i] = a[i + 1] a[i + 1] = temp swapped = 1 i += 1 if swapped == 0: return 0 end -= 1 return 0 a = [5, 1, 3, 1] result = bubble_sort(a) print(result) print(a) # Expected a: [1, 1, 3, 5] |