A Fenwick prefix query combines disjoint stored partial sums covering the requested prefix..
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 | // Fenwick Prefix Sum in Java // // PURPOSE // A Fenwick prefix query combines disjoint stored partial sums covering the requested // prefix. // // METHOD // Starting from the exclusive prefix endpoint, add the current partial sum and clear its // lowest set bit to move to the preceding block. // // COMPLEXITY // O(log n) time, O(1) auxiliary space. // // CONTRACT // tree length is n+1, 0<=end<=n. Returns sum of original values in [0,end). Empty prefix // returns zero. // 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 // Java 17+: primitive int arrays, Arrays.binarySearch for LIS, and Math exact arithmetic. // Invalid input throws IllegalArgumentException; arithmetic overflow throws // ArithmeticException. // // EXAMPLE // Expected return: 6. // Run: javac AlgorithmExample.java && java AlgorithmExample // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class AlgorithmExample { static void alg_require(boolean valid) { if (!valid) throw new IllegalArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int fenwick_sum(int[] tree, int end) { java.util.Objects.requireNonNull(tree, "tree"); int n = Math.subtractExact(tree.length, 1); alg_require(((n >= 0) && (n <= 1000000))); alg_require((tree.length == Math.addExact(n, 1))); alg_require(((end >= 0) && (end <= n))); int total = 0; while ((end > 0)) { total = Math.addExact(total, tree[end]); end = Math.subtractExact(end, (end & Math.negateExact(end))); } return total; } public static void main(String[] args) { int[] tree = new int[] {0, 1, 3, 3, 10}; int end = 3; int result = fenwick_sum(tree, end); System.out.println(result); } } |