sux 0.14.0

A pure Rust implementation of succinct and compressed data structures
Documentation
/*
 * SPDX-FileCopyrightText: 2024 Michele Andreata
 * SPDX-FileCopyrightText: 2024 Sebastiano Vigna
 *
 * SPDX-License-Identifier: Apache-2.0 OR LGPL-2.1-or-later
 */

use rand::rngs::SmallRng;
use rand::{RngExt, SeedableRng};
use sux::prelude::*;
use sux::traits::BitVecOps;

macro_rules! test {
    ($WORD_BITS: literal; $NUM_U32S: literal; $COUNTER_WIDTH: literal) => {
        use sux::traits::Select;
        let mut rng = SmallRng::seed_from_u64(0);
        let density = 0.5;
        let lens = (1..1000)
            .chain((1000..10000).step_by(100))
            .chain([1 << 20, 1 << 24]);
        for len in lens {
            let bits = (0..len)
                .map(|_| rng.random_bool(density))
                .collect::<BitVec<Vec<u64>>>();
            let rank_small_sel =
                SelectSmall::<$NUM_U32S, $COUNTER_WIDTH, _>::new(RankSmall::<
                    $WORD_BITS,
                    $NUM_U32S,
                    $COUNTER_WIDTH,
                    _,
                >::new(bits.clone()));

            let ones = bits.count_ones();
            let mut pos = Vec::with_capacity(ones);
            for i in 0..len {
                if bits[i] {
                    pos.push(i);
                }
            }

            for (i, &p) in pos.iter().enumerate() {
                assert_eq!(rank_small_sel.select(i), Some(p));
            }
            assert_eq!(rank_small_sel.select(ones + 1), None);
        }
    };
}

#[test]
fn test_rank_small0() {
    test!(64; 2; 9);
}

#[test]
fn test_rank_small1() {
    test!(64; 1; 9);
}

#[test]
fn test_rank_small2() {
    test!(64; 1; 10);
}

#[test]
fn test_rank_small3() {
    test!(64; 1; 11);
}

#[test]
fn test_rank_small4() {
    test!(64; 3; 13);
}

macro_rules! test_u32 {
    ($WORD_BITS: literal; $NUM_U32S: literal; $COUNTER_WIDTH: literal) => {
        use sux::traits::Select;
        let mut rng = SmallRng::seed_from_u64(0);
        let density = 0.5;
        let lens = (1..1000)
            .chain((1000..10000).step_by(100))
            .chain([1 << 20, 1 << 24]);
        for len in lens {
            let bits = (0..len)
                .map(|_| rng.random_bool(density))
                .collect::<BitVec<Vec<u32>>>();
            let rank_small_sel =
                SelectSmall::<$NUM_U32S, $COUNTER_WIDTH, _>::new(RankSmall::<
                    $WORD_BITS,
                    $NUM_U32S,
                    $COUNTER_WIDTH,
                    _,
                >::new(bits.clone()));

            let ones = BitCount::count_ones(&bits);
            let mut pos = Vec::with_capacity(ones);
            for (i, bit) in BitVecOps::<u32>::iter(&bits).enumerate() {
                if bit {
                    pos.push(i);
                }
            }

            for (i, &p) in pos.iter().enumerate() {
                assert_eq!(rank_small_sel.select(i), Some(p));
            }
            assert_eq!(rank_small_sel.select(ones + 1), None);
        }
    };
}

#[test]
fn test_rank_small_0_u32() {
    test_u32!(32; 2; 8);
}

#[test]
fn test_rank_small_1_u32() {
    test_u32!(32; 1; 8);
}

#[test]
fn test_rank_small_2_u32() {
    test_u32!(32; 1; 9);
}

#[test]
fn test_rank_small_3_u32() {
    test_u32!(32; 1; 10);
}

#[test]
fn test_rank_small_4_u32() {
    test_u32!(32; 1; 11);
}

#[test]
fn test_rank_small_5_u32() {
    test_u32!(32; 3; 13);
}

#[test]
fn test_empty() {
    let bits = BitVec::<Vec<u64>>::new(0);
    let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits.clone()));
    assert_eq!(select.count_ones(), 0);
    assert_eq!(select.len(), 0);
    assert_eq!(select.select(0), None);

    let inner = select.into_inner();
    assert_eq!(inner.len(), 0);
    let inner = inner.into_inner();
    assert_eq!(inner.len(), 0);
}

#[test]
fn test_ones() {
    let len = 300_000;
    let bits = (0..len).map(|_| true).collect::<BitVec<Vec<u64>>>();
    let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits));
    assert_eq!(select.count_ones(), len);
    assert_eq!(select.len(), len);
    for i in 0..len {
        assert_eq!(select.select(i), Some(i));
    }
}

#[test]
fn test_zeros() {
    let len = 300_000;
    let bits = (0..len).map(|_| false).collect::<BitVec<Vec<u64>>>();
    let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits));
    assert_eq!(select.count_ones(), 0);
    assert_eq!(select.len(), len);
    assert_eq!(select.select(0), None);
}

#[test]
fn test_few_ones() {
    let lens = [1 << 18, 1 << 19, 1 << 20];

    for len in lens {
        for num_ones in [1, 2, 4, 8, 16, 32, 64, 128] {
            let bits = (0..len)
                .map(|i| i % (len / num_ones) == 0)
                .collect::<BitVec<Vec<u64>>>();
            let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits));
            assert_eq!(select.count_ones(), num_ones);
            assert_eq!(select.len(), len);
            for i in 0..num_ones {
                assert_eq!(select.select(i), Some(i * (len / num_ones)));
            }
        }
    }
}

#[test]
fn test_non_uniform() {
    let lens = [1 << 18, 1 << 19, 1 << 20];

    let mut rng = SmallRng::seed_from_u64(0);
    for len in lens {
        for density in [0.5] {
            let density0 = density * 0.01;
            let density1 = density * 0.99;

            let len1;
            let len2;
            if len % 2 != 0 {
                len1 = len / 2 + 1;
                len2 = len / 2;
            } else {
                len1 = len / 2;
                len2 = len / 2;
            }

            let first_half = loop {
                let b = (0..len1)
                    .map(|_| rng.random_bool(density0))
                    .collect::<BitVec<Vec<u64>>>();
                if b.count_ones() > 0 {
                    break b;
                }
            };
            let num_ones_first_half = first_half.count_ones();
            let second_half = (0..len2)
                .map(|_| rng.random_bool(density1))
                .collect::<BitVec<Vec<u64>>>();
            let num_ones_second_half = second_half.count_ones();

            assert!(num_ones_first_half > 0);
            assert!(num_ones_second_half > 0);

            let bits = first_half
                .into_iter()
                .chain(&second_half)
                .collect::<BitVec<Vec<u64>>>();

            assert_eq!(
                num_ones_first_half + num_ones_second_half,
                bits.count_ones()
            );

            assert_eq!(bits.len(), len as usize);

            let ones = bits.count_ones();
            let mut pos = Vec::with_capacity(ones);
            for i in 0..(len as usize) {
                if bits[i] {
                    pos.push(i);
                }
            }

            let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits));
            for (i, &p) in pos.iter().enumerate() {
                assert_eq!(select.select(i), Some(p));
            }
            assert_eq!(select.select(ones + 1), None);
        }
    }
}

#[test]
fn test_extremely_sparse() {
    let len = 1 << 18;
    let bits = (0..len / 2)
        .map(|_| false)
        .chain([true])
        .chain((0..1 << 17).map(|_| false))
        .chain([true, true])
        .chain((0..1 << 18).map(|_| false))
        .chain([true])
        .chain((0..len / 2).map(|_| false))
        .collect::<BitVec<Vec<u64>>>();
    let select = SelectSmall::<2, 9, _>::new(RankSmall::<64, 2, 9, _>::new(bits));

    assert_eq!(select.count_ones(), 4);
    assert_eq!(select.select(0), Some(len / 2));
    assert_eq!(select.select(1), Some(len / 2 + (1 << 17) + 1));
    assert_eq!(select.select(2), Some(len / 2 + (1 << 17) + 2));
}

#[cfg(feature = "slow_tests")]
#[cfg(all(feature = "slow_tests", target_pointer_width = "64"))]
mod test_large {
    use super::*;

    #[test]
    fn test_extremely_sparse_and_large() {
        let num_words = 3 * (1 << 26) + 1;
        let len = num_words * 64;
        let mut data: Vec<usize> = Vec::with_capacity(num_words);
        data.push(1);
        data.extend(std::iter::repeat_n(0, (1 << 26) - 2));
        data.push(1 << 63);
        data.extend(std::iter::repeat_n(0, 1 << 27));
        data.push(1);

        assert_eq!(data.len(), num_words);

        let bits = unsafe { BitVec::from_raw_parts(data, len) };
        let rank_small = RankSmall::<64, 2, 9, _>::new(bits);
        let select = SelectSmall::<2, 9, _>::new(rank_small);

        assert_eq!(select.count_ones(), 3);

        assert_eq!(select.select(0), Some(0));
        assert_eq!(select.select(1), Some((1 << 32) - 1));
        assert_eq!(select.select(2), Some(3 * (1 << 32)));
        assert_eq!(select.select(3), None);
    }

    macro_rules! test_large {
        ($NUM_U32S: literal; $COUNTER_WIDTH: literal) => {
            const ONES_STEP_4: usize = 1usize << 0
                | 1 << 4
                | 1 << 8
                | 1 << 12
                | 1 << 16
                | 1 << 20
                | 1 << 24
                | 1 << 28
                | 1 << 32
                | 1 << 36
                | 1 << 40
                | 1 << 44
                | 1 << 48
                | 1 << 52
                | 1 << 56
                | 1 << 60;
            let len = 3 * (1 << 32) + 64 * 1000;
            let num_words = len / 64;
            let mut data: Vec<usize> = Vec::with_capacity(num_words);
            for _ in 0..num_words {
                data.push(ONES_STEP_4);
            }
            let bits = unsafe { BitVec::from_raw_parts(data, len) };

            let rank_small = RankSmall::<64, $NUM_U32S, $COUNTER_WIDTH>::new(bits);
            let select = SelectSmall::<$NUM_U32S, $COUNTER_WIDTH, _>::new(rank_small);

            for i in (0..len).step_by(4) {
                assert_eq!(select.select(i / 4), Some(i));
            }
        };
    }

    #[test]
    fn test_large0() {
        test_large!(2; 9);
    }

    #[test]
    fn test_large1() {
        test_large!(1; 9);
    }

    #[test]
    fn test_large2() {
        test_large!(1; 10);
    }

    #[test]
    fn test_large3() {
        test_large!(1; 11);
    }

    #[test]
    fn test_large4() {
        test_large!(3; 13);
    }
}