A monotonic deque returns every fixed-window maximum in linear time..
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 78 79 80 81 82 | using System; // Monotonic Deque Sliding Maximum in C# // // PURPOSE // A monotonic deque returns every fixed-window maximum in linear time. // // METHOD // Keep candidate indices in decreasing value order. Discard expired indices from the front // and dominated candidates from the back; the front is the current maximum. // // COMPLEXITY // O(n) time; O(n) allocated index-buffer space in this linear-buffer implementation, with at // most k live candidates. // // CONTRACT // 1 <= k <= n. output has n-k+1 entries. Writes maximum values and returns output length. // 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 // C# / .NET 10: ReadOnlySpan<int> inputs, Span<int> outputs, primitive workspace arrays, // Array.BinarySearch for LIS, and checked integer arithmetic. Invalid arguments and overflow // throw exceptions. // // EXAMPLE // Expected return: 6. // Expected output after call: [3, 3, 5, 5, 6, 7]. // Run: Use Program.cs in a net10.0 console project; dotnet run. // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class Program { static void alg_require(bool valid) { if (!valid) throw new ArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int sliding_maximum(ReadOnlySpan<int> a, int k, Span<int> output) { checked { int n = a.Length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.Length == n)); alg_require((output.Length == ((n - k) + 1))); alg_require(((k >= 1) && (k <= n))); int[] queue = new int[alg_size(n)]; int head = 0; int tail = 0; int i = 0; while ((i < n)) { while (((head < tail) && (queue[head] <= (i - k)))) { head = (head + 1); } while (((head < tail) && (a[queue[(tail - 1)]] <= a[i]))) { tail = (tail - 1); } queue[tail] = i; tail = (tail + 1); if ((i >= (k - 1))) { output[((i - k) + 1)] = a[queue[head]]; } i = (i + 1); } return ((n - k) + 1); } } static void Main() { int[] a = new int[] {1, 3, -1, -3, 5, 3, 6, 7}; int k = 3; int[] output = new int[] {0, 0, 0, 0, 0, 0}; int result = sliding_maximum(a, k, output); Console.WriteLine(result); // Expected output: [3, 3, 5, 5, 6, 7] Console.WriteLine("[" + string.Join(", ", output) + "]"); } } |