Prefix sums turn a range sum into a subtraction.
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 | using System; // Prefix Sum Range Query in C# // // PURPOSE // Prefix sums turn a range sum into a subtraction. The preprocessed prefix at index i stores // the sum of all elements before i. // // METHOD // Build prefix[i+1] = prefix[i] + a[i]. For inclusive bounds left and right, subtract // prefix[left] from prefix[right+1]. Build once and reuse the prefix for many queries in a // real application. // // COMPLEXITY // O(n) preprocessing and O(n) space; each query after preprocessing is O(1). This self- // contained function includes preprocessing on every call. // // CONTRACT // 0 <= left <= right < n. Returns the inclusive range sum. All prefix totals must fit. // 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. // 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 range_sum(ReadOnlySpan<int> a, int left, int right) { checked { int n = a.Length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.Length == n)); alg_require(((left >= 0) && (left <= right) && (right < n))); int[] prefix = new int[alg_size((n + 1))]; int i = 0; while ((i < n)) { prefix[(i + 1)] = (prefix[i] + a[i]); i = (i + 1); } return (prefix[(right + 1)] - prefix[left]); } } static void Main() { int[] a = new int[] {2, 4, -1, 3}; int left = 1; int right = 3; int result = range_sum(a, left, right); Console.WriteLine(result); } } |