wedb_embed 0.1.0

Embedded Kvrocks-compatible storage engine for WeDb
Documentation
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use crate::bitmap::conf::{
    BitOp, BitfieldEncoding, BitfieldOpType, BitfieldOperation, BitfieldOverflow, BitfieldValue,
};
use crate::error::{Error, Result};

pub const BITMAP_SEGMENT_BITS: usize = 1024 * 8; // 8192 位每段
pub const BITMAP_SEGMENT_BYTES: usize = 1024; // 1024 字节每段

/// 计算指定位偏移所属的分段索引(对标 Kvrocks SegmentSubKeyIndexForBit / kBitmapSegmentBits)
#[inline]
pub const fn segment_index_for_bit(bit_offset: u64) -> u32 {
    (bit_offset / (BITMAP_SEGMENT_BITS as u64)) as u32
}

/// 计算指定位偏移所属分段的字节起点偏移
#[inline]
pub const fn segment_byte_offset_for_bit(bit_offset: u64) -> u32 {
    segment_index_for_bit(bit_offset) * (BITMAP_SEGMENT_BYTES as u32)
}

/// 扩展分段字节容量至 min_bytes(按需倍增至 1024 字节,对标 Kvrocks ExpandBitmapSegment)
#[inline]
pub fn expand_bitmap_segment(segment: &mut Vec<u8>, min_bytes: usize) {
    debug_assert!(min_bytes <= BITMAP_SEGMENT_BYTES);
    let old_size = segment.len();
    if min_bytes > old_size {
        let new_size = if min_bytes > old_size * 2 {
            min_bytes
        } else if old_size * 2 > BITMAP_SEGMENT_BYTES {
            BITMAP_SEGMENT_BYTES
        } else {
            old_size * 2
        };
        segment.resize(new_size, 0);
    }
}

/// 获取分段中指定位的值(LSB 顺序,对标 Apache Kvrocks util::lsb::GetBit)
#[inline]
pub fn get_bit_lsb(segment: &[u8], bit_offset_in_segment: usize) -> u8 {
    let byte_idx = bit_offset_in_segment >> 3;
    if byte_idx < segment.len() {
        (segment[byte_idx] >> (bit_offset_in_segment & 7)) & 1
    } else {
        0
    }
}

/// 设置分段中指定位的值(LSB 顺序,返回原位值,对标 Apache Kvrocks util::lsb::SetBitTo)
#[inline]
pub fn set_bit_lsb(segment: &mut [u8], bit_offset_in_segment: usize, bit: u8) -> u8 {
    let byte_idx = bit_offset_in_segment >> 3;
    let shift = bit_offset_in_segment & 7;
    let old = (segment[byte_idx] >> shift) & 1;
    if bit != 0 {
        segment[byte_idx] |= 1 << shift;
    } else {
        segment[byte_idx] &= !(1 << shift);
    }
    old
}

/// 获取连续字节中指定位的值(MSB 顺序,用于标准 Redis 兼容格式)
#[inline]
pub fn get_bit_from_bytes(bytes: &[u8], bit_offset: usize) -> u8 {
    let byte_idx = bit_offset >> 3;
    if byte_idx < bytes.len() {
        (bytes[byte_idx] >> (7 - (bit_offset & 7))) & 1
    } else {
        0
    }
}

/// 设置连续字节中指定位的值(MSB 顺序,用于标准 Redis 兼容格式)
#[inline]
pub fn set_bit_in_bytes(bytes: &mut Vec<u8>, bit_offset: usize, bit: u8) -> u8 {
    let byte_idx = bit_offset >> 3;
    if byte_idx >= bytes.len() {
        bytes.resize(byte_idx + 1, 0);
    }
    let shift = 7 - (bit_offset & 7);
    let old = (bytes[byte_idx] >> shift) & 1;
    if bit != 0 {
        bytes[byte_idx] |= 1 << shift;
    } else {
        bytes[byte_idx] &= !(1 << shift);
    }
    old
}

/// 高性能大端序 MSB 位检索(对标 Apache Kvrocks util::msb::RawBitpos)
#[inline]
pub fn raw_bitpos(bytes: &[u8], bit: u8) -> Option<usize> {
    let mut offset = 0usize;
    let (chunks, remainder) = bytes.as_chunks::<8>();
    for chunk in chunks {
        let word = u64::from_be_bytes(*chunk);
        if bit == 1 {
            if word != 0 {
                return Some(offset + word.leading_zeros() as usize);
            }
        } else if word != u64::MAX {
            return Some(offset + (!word).leading_zeros() as usize);
        }
        offset += 64;
    }
    for &b in remainder {
        if bit == 1 {
            if b != 0 {
                return Some(offset + b.leading_zeros() as usize);
            }
        } else if b != 0xFF {
            return Some(offset + (!b).leading_zeros() as usize);
        }
        offset += 8;
    }
    None
}

/// 高性能小端序 LSB 位检索(用于 Kvrocks Bitmap 分段原生存储加速,对标 util::lsb)
#[inline]
pub fn raw_bitpos_lsb(bytes: &[u8], bit: u8) -> Option<usize> {
    let mut offset = 0usize;
    let (chunks, remainder) = bytes.as_chunks::<8>();
    for chunk in chunks {
        let word = u64::from_le_bytes(*chunk);
        if bit == 1 {
            if word != 0 {
                return Some(offset + word.trailing_zeros() as usize);
            }
        } else if word != u64::MAX {
            return Some(offset + (!word).trailing_zeros() as usize);
        }
        offset += 64;
    }
    for &b in remainder {
        if bit == 1 {
            if b != 0 {
                return Some(offset + b.trailing_zeros() as usize);
            }
        } else if b != 0xFF {
            return Some(offset + (!b).trailing_zeros() as usize);
        }
        offset += 8;
    }
    None
}

/// 高性能 64 位原生 CPU POPCNT 位统计(对标 Apache Kvrocks util::RawPopcount)
#[inline]
pub fn raw_popcount(bytes: &[u8]) -> u64 {
    let mut count = 0u64;
    let (chunks, remainder) = bytes.as_chunks::<8>();
    for chunk in chunks {
        let word = u64::from_ne_bytes(*chunk);
        count += word.count_ones() as u64;
    }
    for &b in remainder {
        count += b.count_ones() as u64;
    }
    count
}

/// 标准化范围索引(支持负数索引,对标 Kvrocks BitmapString::NormalizeRange)
#[inline]
pub const fn normalize_range(origin_start: i64, origin_end: i64, length: i64) -> (i64, i64) {
    if length <= 0 {
        return (0, -1);
    }
    let mut start = if origin_start < 0 {
        origin_start + length
    } else {
        origin_start
    };
    let mut end = if origin_end < 0 {
        origin_end + length
    } else {
        origin_end
    };
    if start < 0 {
        start = 0;
    }
    if end < 0 {
        end = 0;
    }
    if end >= length {
        end = length - 1;
    }
    (start, end)
}

/// 位图位索引标准化为字节范围与位掩码(对标 Kvrocks NormalizeToByteRangeWithPaddingMask)
#[inline]
pub const fn normalize_bit_range_to_byte_mask(
    start_bit: i64,
    end_bit: i64,
) -> (usize, usize, u8, u8) {
    debug_assert!(start_bit <= end_bit);
    let first_byte_neg_mask = (!((1u16 << (8 - (start_bit & 7))) - 1)) as u8;
    let last_byte_neg_mask = ((1u16 << (7 - (end_bit & 7))) - 1) as u8;
    let start_byte = (start_bit >> 3) as usize;
    let end_byte = (end_bit >> 3) as usize;
    (
        start_byte,
        end_byte,
        first_byte_neg_mask,
        last_byte_neg_mask,
    )
}

/// 支持字节与位索引的范围与掩码归一化(对标 Kvrocks)
#[inline]
pub const fn normalize_to_byte_range_with_padding_mask(
    is_bit_index: bool,
    start: i64,
    end: i64,
) -> (usize, usize, u8, u8) {
    if is_bit_index {
        normalize_bit_range_to_byte_mask(start, end)
    } else {
        (start as usize, end as usize, 0, 0)
    }
}

/// 9 字节局部小缓冲结构,用于跨分段高精度读取和写入 Bitfield(对标 Kvrocks ArrayBitfieldBitmap)
#[derive(Debug, Clone)]
pub struct ArrayBitfieldBitmap {
    pub buf: [u8; 9],
    pub byte_offset: u32,
}

impl Default for ArrayBitfieldBitmap {
    fn default() -> Self {
        Self::new(0)
    }
}

impl ArrayBitfieldBitmap {
    pub const SIZE: usize = 9;

    #[inline]
    pub const fn new(byte_offset: u32) -> Self {
        Self {
            buf: [0u8; Self::SIZE],
            byte_offset,
        }
    }

    #[inline]
    pub fn set_byte_offset(&mut self, byte_offset: u32) {
        self.byte_offset = byte_offset;
    }

    #[inline]
    pub fn reset(&mut self) {
        self.buf.fill(0);
    }

    #[inline]
    pub fn set(&mut self, byte_offset: u32, src: &[u8]) -> Result<()> {
        let bytes = src.len();
        if byte_offset < self.byte_offset
            || (byte_offset + bytes as u32) > (self.byte_offset + Self::SIZE as u32)
        {
            return Err(Error::invalid_data(
                "The range [offset, offset + bytes) is out of bitfield buffer",
            ));
        }
        let rel_offset = (byte_offset - self.byte_offset) as usize;
        self.buf[rel_offset..rel_offset + bytes].copy_from_slice(src);
        Ok(())
    }

    #[inline]
    pub fn get(&self, byte_offset: u32, dst: &mut [u8]) -> Result<()> {
        let bytes = dst.len();
        if byte_offset < self.byte_offset
            || (byte_offset + bytes as u32) > (self.byte_offset + Self::SIZE as u32)
        {
            return Err(Error::invalid_data(
                "The range [offset, offset + bytes) is out of bitfield buffer",
            ));
        }
        let rel_offset = (byte_offset - self.byte_offset) as usize;
        dst.copy_from_slice(&self.buf[rel_offset..rel_offset + bytes]);
        Ok(())
    }

    #[inline]
    pub fn get_unsigned_bitfield(&self, bit_offset: u64, bits: u8) -> Result<u64> {
        if bits == 0 || bits > 63 {
            return Err(Error::invalid_data("Invalid unsigned bits (1..=63)"));
        }
        self.read_raw_bitfield(bit_offset, bits)
    }

    #[inline]
    pub fn get_signed_bitfield(&self, bit_offset: u64, bits: u8) -> Result<i64> {
        if bits == 0 || bits > 64 {
            return Err(Error::invalid_data("Invalid signed bits (1..=64)"));
        }
        let raw = self.read_raw_bitfield(bit_offset, bits)?;
        let mut val = raw as i64;
        let msb = 1u64 << (bits - 1);
        if (raw & msb) != 0 && bits < 64 {
            let mask = u64::MAX << bits;
            val |= mask as i64;
        }
        Ok(val)
    }

    #[inline]
    fn read_raw_bitfield(&self, bit_offset: u64, bits: u8) -> Result<u64> {
        let first_byte = (bit_offset / 8) as u32;
        let last_byte = ((bit_offset + bits as u64 - 1) / 8 + 1) as u32;
        let bytes = (last_byte - first_byte) as usize;

        if first_byte < self.byte_offset
            || (first_byte + bytes as u32) > (self.byte_offset + Self::SIZE as u32)
        {
            return Err(Error::invalid_data("Bitfield range out of buffer"));
        }

        let rel_bit_offset = (bit_offset - (self.byte_offset as u64 * 8)) as usize;
        let mut word_bytes = [0u8; 16];
        word_bytes[7..16].copy_from_slice(&self.buf);
        let word = u128::from_be_bytes(word_bytes);
        let shift = 72 - rel_bit_offset - (bits as usize);
        let mask = if bits == 64 {
            u64::MAX
        } else {
            (1u64 << bits) - 1
        };
        Ok(((word >> shift) as u64) & mask)
    }

    #[inline]
    pub fn set_bitfield(&mut self, bit_offset: u64, bits: u8, value: u64) -> Result<()> {
        let first_byte = (bit_offset / 8) as u32;
        let last_byte = ((bit_offset + bits as u64 - 1) / 8 + 1) as u32;
        let bytes = (last_byte - first_byte) as usize;

        if first_byte < self.byte_offset
            || (first_byte + bytes as u32) > (self.byte_offset + Self::SIZE as u32)
        {
            return Err(Error::invalid_data("Bitfield range out of buffer"));
        }

        let rel_bit_offset = (bit_offset - (self.byte_offset as u64 * 8)) as usize;
        let mut word_bytes = [0u8; 16];
        word_bytes[7..16].copy_from_slice(&self.buf);
        let mut word = u128::from_be_bytes(word_bytes);
        let shift = 72 - rel_bit_offset - (bits as usize);
        let bit_mask = if bits == 64 {
            u64::MAX as u128
        } else {
            (1u128 << bits) - 1
        };
        let mask = bit_mask << shift;
        let val = ((value as u128) & bit_mask) << shift;
        word = (word & !mask) | val;
        let updated_bytes = word.to_be_bytes();
        self.buf.copy_from_slice(&updated_bytes[7..16]);
        Ok(())
    }
}

/// 有符号 BITFIELD 溢出加法运算(对标 Kvrocks detail::SignedBitfieldPlus)
#[inline]
pub fn signed_bitfield_plus(
    value: u64,
    incr: i64,
    bits: u8,
    overflow: BitfieldOverflow,
) -> (u64, bool) {
    let max = if bits == 64 {
        i64::MAX
    } else {
        (1i64 << (bits - 1)) - 1
    };
    let min = -max - 1;

    let signed_val = value as i64;
    let max_incr = (max as u64).wrapping_sub(value) as i64;
    let min_incr = min.wrapping_sub(signed_val);

    if signed_val > max
        || (bits != 64 && incr > max_incr)
        || (signed_val >= 0 && incr >= 0 && incr > max_incr)
    {
        match overflow {
            BitfieldOverflow::Wrap => (wrapped_signed_bitfield_plus(value, incr, bits), true),
            BitfieldOverflow::Sat => (max as u64, true),
            BitfieldOverflow::Fail => (0, true),
        }
    } else if signed_val < min
        || (bits != 64 && incr < min_incr)
        || (signed_val < 0 && incr < 0 && incr < min_incr)
    {
        match overflow {
            BitfieldOverflow::Wrap => (wrapped_signed_bitfield_plus(value, incr, bits), true),
            BitfieldOverflow::Sat => (min as u64, true),
            BitfieldOverflow::Fail => (0, true),
        }
    } else {
        (signed_val.wrapping_add(incr) as u64, false)
    }
}

#[inline]
const fn wrapped_signed_bitfield_plus(value: u64, incr: i64, bits: u8) -> u64 {
    let res = value.wrapping_add(incr as u64);
    if bits < 64 {
        let mask = u64::MAX << bits;
        if (res & (1u64 << (bits - 1))) != 0 {
            res | mask
        } else {
            res & !mask
        }
    } else {
        res
    }
}

/// 无符号 BITFIELD 溢出加法运算(对标 Kvrocks detail::UnsignedBitfieldPlus)
#[inline]
pub fn unsigned_bitfield_plus(
    value: u64,
    incr: i64,
    bits: u8,
    overflow: BitfieldOverflow,
) -> (u64, bool) {
    let max = if bits == 64 {
        u64::MAX
    } else {
        (1u64 << bits) - 1
    };
    let max_incr = max.wrapping_sub(value) as i64;
    let min_incr = (!value).wrapping_add(1) as i64;

    if value > max || (incr > 0 && incr > max_incr) {
        match overflow {
            BitfieldOverflow::Wrap => (wrapped_unsigned_bitfield_plus(value, incr, bits), true),
            BitfieldOverflow::Sat => (max, true),
            BitfieldOverflow::Fail => (0, true),
        }
    } else if incr < 0 && incr < min_incr {
        match overflow {
            BitfieldOverflow::Wrap => (wrapped_unsigned_bitfield_plus(value, incr, bits), true),
            BitfieldOverflow::Sat => (0, true),
            BitfieldOverflow::Fail => (0, true),
        }
    } else {
        (value.wrapping_add(incr as u64), false)
    }
}

#[inline]
const fn wrapped_unsigned_bitfield_plus(value: u64, incr: i64, bits: u8) -> u64 {
    let mask = if bits == 64 { 0 } else { u64::MAX << bits };
    let res = value.wrapping_add(incr as u64);
    res & !mask
}

/// 执行单步 BITFIELD 逻辑运算(对标 Kvrocks BitfieldOp)
#[inline]
pub fn bitfield_op_calc(
    op: &BitfieldOperation,
    old_value: u64,
) -> (Option<BitfieldValue>, u64, bool) {
    if op.op_type == BitfieldOpType::Get {
        let val = if op.encoding.is_signed() {
            BitfieldValue::Signed(old_value as i64)
        } else {
            BitfieldValue::Unsigned(old_value)
        };
        return (Some(val), old_value, false);
    }

    let (new_value, is_overflow) = match op.encoding {
        BitfieldEncoding::Signed(bits) => {
            let input_val = if op.op_type == BitfieldOpType::Set {
                op.value as u64
            } else {
                old_value
            };
            let incr = if op.op_type == BitfieldOpType::Set {
                0
            } else {
                op.value
            };
            signed_bitfield_plus(input_val, incr, bits, op.overflow)
        }
        BitfieldEncoding::Unsigned(bits) => {
            let input_val = if op.op_type == BitfieldOpType::Set {
                op.value as u64
            } else {
                old_value
            };
            let incr = if op.op_type == BitfieldOpType::Set {
                0
            } else {
                op.value
            };
            unsigned_bitfield_plus(input_val, incr, bits, op.overflow)
        }
    };

    if op.overflow == BitfieldOverflow::Fail && is_overflow {
        return (None, old_value, true);
    }

    let returned_val = if op.op_type == BitfieldOpType::Set {
        if op.encoding.is_signed() {
            BitfieldValue::Signed(old_value as i64)
        } else {
            BitfieldValue::Unsigned(old_value)
        }
    } else if op.encoding.is_signed() {
        BitfieldValue::Signed(new_value as i64)
    } else {
        BitfieldValue::Unsigned(new_value)
    };

    (Some(returned_val), new_value, false)
}

/// 64 位原生字向量化位与操作
#[inline]
pub fn bitwise_and(dst: &mut [u8], src: &[u8]) {
    let common_len = dst.len().min(src.len());
    let (dst_chunks, dst_rem) = dst[..common_len].as_chunks_mut::<8>();
    let (src_chunks, src_rem) = src[..common_len].as_chunks::<8>();

    for (d, s) in dst_chunks.iter_mut().zip(src_chunks.iter()) {
        let dw = u64::from_ne_bytes(*d);
        let sw = u64::from_ne_bytes(*s);
        *d = (dw & sw).to_ne_bytes();
    }
    for (d, s) in dst_rem.iter_mut().zip(src_rem.iter()) {
        *d &= *s;
    }
    dst[common_len..].fill(0);
}

/// 64 位原生字向量化位或操作
#[inline]
pub fn bitwise_or(dst: &mut [u8], src: &[u8]) {
    let len = dst.len().min(src.len());
    let (dst_chunks, dst_rem) = dst[..len].as_chunks_mut::<8>();
    let (src_chunks, src_rem) = src[..len].as_chunks::<8>();

    for (d, s) in dst_chunks.iter_mut().zip(src_chunks.iter()) {
        let dw = u64::from_ne_bytes(*d);
        let sw = u64::from_ne_bytes(*s);
        *d = (dw | sw).to_ne_bytes();
    }
    for (d, s) in dst_rem.iter_mut().zip(src_rem.iter()) {
        *d |= *s;
    }
}

/// 64 位原生字向量化位异或操作
#[inline]
pub fn bitwise_xor(dst: &mut [u8], src: &[u8]) {
    let len = dst.len().min(src.len());
    let (dst_chunks, dst_rem) = dst[..len].as_chunks_mut::<8>();
    let (src_chunks, src_rem) = src[..len].as_chunks::<8>();

    for (d, s) in dst_chunks.iter_mut().zip(src_chunks.iter()) {
        let dw = u64::from_ne_bytes(*d);
        let sw = u64::from_ne_bytes(*s);
        *d = (dw ^ sw).to_ne_bytes();
    }
    for (d, s) in dst_rem.iter_mut().zip(src_rem.iter()) {
        *d ^= *s;
    }
}

/// 64 位原生字向量化位非操作
#[inline]
pub fn bitwise_not(dst: &mut [u8], src: &[u8]) {
    let len = dst.len().min(src.len());
    let (dst_chunks, dst_rem) = dst[..len].as_chunks_mut::<8>();
    let (src_chunks, src_rem) = src[..len].as_chunks::<8>();

    for (d, s) in dst_chunks.iter_mut().zip(src_chunks.iter()) {
        let sw = u64::from_ne_bytes(*s);
        *d = (!sw).to_ne_bytes();
    }
    for (d, s) in dst_rem.iter_mut().zip(src_rem.iter()) {
        *d = !*s;
    }
}

/// 高性能 64 位字切片位图操作(零堆分配写入给定缓冲)
pub fn bit_op_execute_into(op: BitOp, src_slices: &[&[u8]], out: &mut [u8]) -> Result<usize> {
    let max_len = src_slices.iter().map(|s| s.len()).max().unwrap_or(0);
    if out.len() < max_len {
        return Err(Error::invalid_data(
            "Destination buffer too small for bit operation",
        ));
    }

    match op {
        BitOp::And => {
            if !src_slices.is_empty() {
                let first = src_slices[0];
                out[..first.len()].copy_from_slice(first);
                out[first.len()..max_len].fill(0);
                for &src in &src_slices[1..] {
                    bitwise_and(&mut out[..max_len], src);
                }
            } else {
                out[..max_len].fill(0);
            }
        }
        BitOp::Or => {
            out[..max_len].fill(0);
            for &src in src_slices {
                bitwise_or(&mut out[..max_len], src);
            }
        }
        BitOp::Xor => {
            out[..max_len].fill(0);
            for &src in src_slices {
                bitwise_xor(&mut out[..max_len], src);
            }
        }
        BitOp::Not => {
            if src_slices.len() != 1 {
                return Err(Error::invalid_data(
                    "ERR BITOP NOT takes exactly one source key",
                ));
            }
            let src = src_slices[0];
            out[..src.len()].fill(0xFF);
            bitwise_not(&mut out[..src.len()], src);
            return Ok(src.len());
        }
    }

    Ok(max_len)
}

/// 高性能 64 位字切片位图操作(AND / OR / XOR / NOT)
pub fn bit_op_execute(op: &str, src_slices: &[&[u8]]) -> Result<Vec<u8>> {
    let bit_op = op.parse::<BitOp>()?;
    let max_len = src_slices.iter().map(|s| s.len()).max().unwrap_or(0);
    let mut out = vec![0u8; max_len];
    let written = bit_op_execute_into(bit_op, src_slices, &mut out)?;
    out.truncate(written);
    Ok(out)
}

/// 字符串模式 BITCOUNT(MSB 顺序,对标 Apache Kvrocks BitmapString::BitCount)
pub fn string_bitcount(
    val: &[u8],
    start: Option<i64>,
    end: Option<i64>,
    is_bit_index: bool,
) -> u64 {
    let strlen = val.len() as i64;
    let totlen = if is_bit_index { strlen << 3 } else { strlen };
    let s = start.unwrap_or(0);
    let e = end.unwrap_or(-1);
    if s < 0 && e < 0 && s > e {
        return 0;
    }
    let (norm_s, norm_e) = normalize_range(s, e, totlen);
    if norm_s > norm_e {
        return 0;
    }

    let (start_byte, stop_byte, first_mask, last_mask) =
        normalize_to_byte_range_with_padding_mask(is_bit_index, norm_s, norm_e);

    if start_byte >= val.len() {
        return 0;
    }
    let actual_stop = stop_byte.min(val.len().saturating_sub(1));
    if start_byte > actual_stop {
        return 0;
    }

    let bytes = &val[start_byte..=actual_stop];
    let cnt = raw_popcount(bytes);

    let mut mask_cnt = 0u64;
    if first_mask != 0 && start_byte < val.len() {
        mask_cnt += (val[start_byte] & first_mask).count_ones() as u64;
    }
    if last_mask != 0 && actual_stop == stop_byte && actual_stop < val.len() {
        mask_cnt += (val[actual_stop] & last_mask).count_ones() as u64;
    }
    cnt.saturating_sub(mask_cnt)
}

/// 字符串模式 BITPOS(MSB 顺序,对标 Apache Kvrocks BitmapString::BitPos)
pub fn string_bitpos(
    val: &[u8],
    bit: u8,
    start: Option<i64>,
    end: Option<i64>,
    stop_given: bool,
    is_bit_index: bool,
) -> i64 {
    let strlen = val.len() as i64;
    let length = if is_bit_index { strlen * 8 } else { strlen };
    let s = start.unwrap_or(0);
    let e = end.unwrap_or(-1);
    let (norm_s, norm_e) = normalize_range(s, e, length);
    if norm_s > norm_e {
        return -1;
    }

    let mut byte_start = (if is_bit_index { norm_s / 8 } else { norm_s }) as usize;
    let byte_stop = (if is_bit_index { norm_e / 8 } else { norm_e }) as usize;
    let bit_in_start_byte = if is_bit_index {
        (norm_s % 8) as usize
    } else {
        0
    };
    let bit_in_stop_byte = if is_bit_index {
        (norm_e % 8) as usize
    } else {
        7
    };

    if is_bit_index && byte_start == byte_stop {
        if byte_start < val.len() {
            let b = val[byte_start];
            for bit_idx in bit_in_start_byte..=bit_in_stop_byte {
                if ((b >> (7 - bit_idx)) & 1) == bit {
                    return (byte_start * 8 + bit_idx) as i64;
                }
            }
        }
        return -1;
    }

    if is_bit_index && bit_in_start_byte != 0 {
        if byte_start < val.len() {
            let b = val[byte_start];
            for bit_idx in bit_in_start_byte..=7 {
                if ((b >> (7 - bit_idx)) & 1) == bit {
                    return (byte_start * 8 + bit_idx) as i64;
                }
            }
        }
        byte_start += 1;
    }

    if byte_start > byte_stop || byte_start >= val.len() {
        return if stop_given && bit == 0 {
            -1
        } else if bit == 0 {
            strlen * 8
        } else {
            -1
        };
    }

    let actual_stop = byte_stop.min(val.len() - 1);
    let bytes_cnt = actual_stop - byte_start + 1;
    let pos_opt = raw_bitpos(&val[byte_start..byte_start + bytes_cnt], bit);

    match pos_opt {
        Some(pos) => {
            let abs_pos = (pos + byte_start * 8) as i64;
            if is_bit_index && abs_pos > norm_e {
                return -1;
            }
            abs_pos
        }
        None => {
            if stop_given && bit == 0 {
                -1
            } else if bit == 0 {
                strlen * 8
            } else {
                -1
            }
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_segment_calculations() {
        assert_eq!(segment_index_for_bit(0), 0);
        assert_eq!(segment_index_for_bit(8191), 0);
        assert_eq!(segment_index_for_bit(8192), 1);
        assert_eq!(segment_byte_offset_for_bit(8192), 1024);
    }

    #[test]
    fn test_expand_segment() {
        let mut seg = Vec::new();
        expand_bitmap_segment(&mut seg, 1);
        assert_eq!(seg.len(), 1);
        expand_bitmap_segment(&mut seg, 2);
        assert_eq!(seg.len(), 2);
        expand_bitmap_segment(&mut seg, 10);
        assert_eq!(seg.len(), 10);
        expand_bitmap_segment(&mut seg, 1024);
        assert_eq!(seg.len(), 1024);
    }

    #[test]
    fn test_lsb_and_msb_bits() {
        let mut lsb_seg = vec![0u8; 2];
        assert_eq!(set_bit_lsb(&mut lsb_seg, 0, 1), 0);
        assert_eq!(get_bit_lsb(&lsb_seg, 0), 1);
        assert_eq!(lsb_seg[0], 0x01);

        assert_eq!(set_bit_lsb(&mut lsb_seg, 7, 1), 0);
        assert_eq!(lsb_seg[0], 0x81);

        let mut msb_bytes = Vec::new();
        assert_eq!(set_bit_in_bytes(&mut msb_bytes, 0, 1), 0);
        assert_eq!(get_bit_from_bytes(&msb_bytes, 0), 1);
        assert_eq!(msb_bytes[0], 0x80);

        assert_eq!(set_bit_in_bytes(&mut msb_bytes, 7, 1), 0);
        assert_eq!(msb_bytes[0], 0x81);
    }

    #[test]
    fn test_popcount_and_bitpos() {
        let data = [0xFF, 0x00, 0xF0, 0x0F];
        assert_eq!(raw_popcount(&data), 8 + 4 + 4);

        // MSB bitpos
        assert_eq!(raw_bitpos(&data, 1), Some(0)); // first 1 at bit 0
        assert_eq!(raw_bitpos(&[0x00, 0x80], 1), Some(8)); // bit 8
        assert_eq!(raw_bitpos(&[0xFF, 0x7F], 0), Some(8)); // bit 8 is 0
        assert_eq!(raw_bitpos(&[0xFF, 0xFF], 0), None);

        // LSB bitpos
        assert_eq!(raw_bitpos_lsb(&[0x01], 1), Some(0)); // LSB bit 0 is 1
        assert_eq!(raw_bitpos_lsb(&[0x04], 1), Some(2)); // LSB bit 2 is 1
        assert_eq!(raw_bitpos_lsb(&[0x00, 0x01], 1), Some(8)); // LSB bit 8 is 1
        assert_eq!(raw_bitpos_lsb(&[0xFE], 0), Some(0)); // LSB bit 0 is 0
        assert_eq!(raw_bitpos_lsb(&[0xFD], 0), Some(1)); // LSB bit 1 is 0
        assert_eq!(raw_bitpos_lsb(&[0xFF, 0xFE], 0), Some(8)); // LSB bit 8 is 0
        assert_eq!(raw_bitpos_lsb(&[0xFF, 0xFF], 0), None);
    }

    #[test]
    fn test_normalize_ranges() {
        assert_eq!(normalize_range(0, -1, 10), (0, 9));
        assert_eq!(normalize_range(-3, -1, 10), (7, 9));
        assert_eq!(normalize_range(-100, 100, 10), (0, 9));
        assert_eq!(normalize_range(0, 0, 0), (0, -1));
    }

    #[test]
    fn test_array_bitfield_bitmap() -> Result<()> {
        let mut bf = ArrayBitfieldBitmap::new(0);
        bf.set(0, &[0xde, 0xad, 0xbe, 0xef])?;

        let val_u32 = bf.get_unsigned_bitfield(0, 32)?;
        assert_eq!(val_u32, 0xdeadbeef);

        let val_i16 = bf.get_signed_bitfield(0, 16)?;
        assert_eq!(val_i16, -8531); // 0xdead as i16 = -8531

        bf.set_bitfield(0, 8, 0x12)?;
        let mut out = [0u8; 1];
        bf.get(0, &mut out)?;
        assert_eq!(out[0], 0x12);

        Ok(())
    }

    #[test]
    fn test_signed_and_unsigned_plus() {
        // Unsigned sat
        let (val, overflow) = unsigned_bitfield_plus(250, 10, 8, BitfieldOverflow::Sat);
        assert!(overflow);
        assert_eq!(val, 255);

        // Signed wrap
        let (val, overflow) = signed_bitfield_plus(120, 10, 8, BitfieldOverflow::Wrap);
        assert!(overflow);
        assert_eq!(val as i64, -126);
    }

    #[test]
    fn test_bit_op_execute_ops() -> Result<()> {
        let s1 = [0b11001100, 0b10101010];
        let s2 = [0b10101010, 0b11001100];

        let and_res = bit_op_execute("AND", &[&s1, &s2])?;
        assert_eq!(and_res, vec![0b10001000, 0b10001000]);

        let or_res = bit_op_execute("OR", &[&s1, &s2])?;
        assert_eq!(or_res, vec![0b11101110, 0b11101110]);

        let xor_res = bit_op_execute("XOR", &[&s1, &s2])?;
        assert_eq!(xor_res, vec![0b01100110, 0b01100110]);

        let not_res = bit_op_execute("NOT", &[&s1])?;
        assert_eq!(not_res, vec![0b00110011, 0b01010101]);

        Ok(())
    }
}