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//! Iterators yielding index sequences for traversing Fenwick trees.
//!
//! - `down(i)` yields indices of nodes which can be summed together to obtain prefix sum up to `i`.
//! - `up(i, limit)` yields indices of nodes that should be updated when updating element `i`.
//!
//! Traditionally Fenwick trees are implemented using one-based arrays for both tree and value
//! arrays. While this simplifies the definition of index sequences, an offset is required for it
//! to work in languages (such as rust) that has zero-based array indexing. Alternatively, the
//! algorithms can be simplified to directly work with zero-based indices.
//!
//! This module implements both [zero-based](zero_based) and [one-based](one_based) index sequences.
//!
//! # Examples
//!
//! An ad-hoc 3D Fenwick tree over a 3D array may be implemented as follows:
//!
//! ```
//! use fenwick::index::zero_based::{down, up};
//! #
//! # // dummy zero-based 3D array interface
//! # const MAX: usize = 100;
//! # fn array3d_get(i: usize, j: usize, k: usize) -> i32 { 1 /* dummy */ }
//! # fn array3d_add_assign(i: usize, j: usize, k: usize, delta: i32) { /* dummy */ }
//!
//! fn update(i: usize, j: usize, k: usize, delta: i32) {
//! for ii in up(i, MAX) {
//! for jj in up(j, MAX) {
//! for kk in up(k, MAX) {
//! array3d_add_assign(ii, jj, kk, delta);
//! }
//! }
//! }
//! }
//!
//! fn prefix_sum(i: usize, j: usize, k: usize) -> i32 {
//! let mut sum = 0i32;
//! for ii in down(i) {
//! for jj in down(j) {
//! for kk in down(k) {
//! sum += array3d_get(ii, jj, kk);
//! }
//! }
//! }
//! sum
//! }
//! ```
//!
pub mod one_based {
/// Creates an iterator that yields indices of nodes that make up the prefix sum up to `init`
/// in a one-based Fenwick tree.
///
/// Each output index `i` satisfies `1 <= i && i <= init` .
///
/// # Panics
///
/// Panics when `init` is zero (invalid for one-based indexing).
///
/// # Examples
///
/// See [module-level example](super).
///
pub fn down(init: usize) -> impl Iterator<Item = usize> {
assert!(1 <= init);
core::iter::successors(Some(init), move |&i| {
let next = next_down(i);
if next > 0 {
Some(next)
} else {
None
}
})
}
#[inline]
fn next_down(i: usize) -> usize {
i & i.wrapping_sub(1)
}
/// Creates an iterator that yields indices of nodes that need to be updated when updating an
/// element in the original array in a one-based Fenwick tree with `limit_inclusive` elements.
///
/// Each output index `i` satisfies `init <= i && i <= limit_inclusive` .
///
/// # Panics
///
/// Panics if the following assumption on input indices does not hold:
/// `1 <= init && init <= limit_inclusive && limit_inclusive <= (usize::max_value() >> 1)` .
///
/// Note that the upper bound on `limit_inclusive` is irrelevant in practice since it is the
/// length of the backing array of the Fenwick tree and therefore limited by memory.
///
/// # Examples
///
/// See [module-level example](super).
///
pub fn up(init: usize, limit_inclusive: usize) -> impl Iterator<Item = usize> {
assert!(1 <= init);
assert!(init <= limit_inclusive);
assert!(limit_inclusive <= (usize::MAX >> 1));
core::iter::successors(Some(init), move |&i| {
let next = next_up(i);
if next <= limit_inclusive {
Some(next)
} else {
None
}
})
}
#[inline]
fn next_up(i: usize) -> usize {
(i | i.wrapping_sub(1)) + 1
}
}
pub mod zero_based {
/// Creates an iterator that yields indices of nodes that make up the prefix sum up to `init`
/// in a zero-based Fenwick tree.
///
/// Each output index `i` satisfies `i <= init` .
///
/// # Panics
///
/// Panics when `i == usize::max_value()` .
///
/// Note that this is irrelevant in practice since `i` is bound by the length of the backing
/// array of the Fenwick tree and therefore limited by memory.
///
/// # Examples
///
/// See [module-level example](super).
///
pub fn down(init: usize) -> impl Iterator<Item = usize> {
assert_ne!(init, !0);
core::iter::successors(Some(init), move |&i| {
let next = next_down(i);
if next != !0 { Some(next) } else { None }
})
}
#[inline]
fn next_down(i: usize) -> usize {
(i & i.wrapping_add(1)).wrapping_sub(1)
}
/// Creates an iterator that yields indices of nodes that need to be updated when updating an
/// element in the original array in a zero-based Fenwick tree with `limit_exclusive` elements.
///
/// Each output index `i` satisfies `init <= i && i < limit_exclusive` .
///
/// # Panics
///
/// Panics if the following assumption on input indices does not hold:
/// `init < limit_exclusive` .
///
/// # Examples
///
/// See [module-level example](super).
///
pub fn up(init: usize, limit_exclusive: usize) -> impl Iterator<Item = usize> {
assert!(init < limit_exclusive);
core::iter::successors(Some(init), move |&i| {
let next = next_up(i);
if next < limit_exclusive { Some(next) } else { None }
})
}
#[inline]
fn next_up(i: usize) -> usize {
i | i.wrapping_add(1)
}
}
#[cfg(test)]
mod tests {
use super::*;
extern crate std;
use itertools::Itertools;
#[test]
fn down_example() {
let init_one =
0b1101110101011010000;
let ans_one = std::vec![
0b1101110101011010000,
0b1101110101011000000,
0b1101110101010000000,
0b1101110101000000000,
0b1101110100000000000,
0b1101110000000000000,
0b1101100000000000000,
0b1101000000000000000,
0b1100000000000000000,
0b1000000000000000000,
];
assert_eq!(
one_based::down(init_one).collect_vec(),
ans_one
);
assert_eq!(
zero_based::down(init_one - 1)
.map(|x| x + 1)
.collect_vec(),
ans_one
);
}
#[test]
fn up_example() {
let init_one =
0b001101110101011010000;
let limit =
0b100000000000000000000;
let ans_one = std::vec![
0b001101110101011010000,
0b001101110101011100000,
0b001101110101100000000,
0b001101110110000000000,
0b001101111000000000000,
0b001110000000000000000,
0b010000000000000000000,
0b100000000000000000000,
];
assert_eq!(
one_based::up(init_one, limit).collect_vec(),
ans_one
);
assert_eq!(
zero_based::up(init_one - 1, limit)
.map(|x| x + 1)
.collect_vec(),
ans_one
);
}
}