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use std::hint::unreachable_unchecked;
use std::iter::FromIterator;
use std::sync::Arc;
use crate::bitmap::utils::{merge_reversed, set_bit_unchecked};
use crate::error::Error;
use crate::trusted_len::TrustedLen;
use super::utils::{
count_zeros, fmt, get_bit, set, set_bit, BitChunk, BitChunksExactMut, BitmapIter,
};
use super::Bitmap;
/// A container of booleans. [`MutableBitmap`] is semantically equivalent
/// to [`Vec<bool>`].
///
/// The two main differences against [`Vec<bool>`] is that each element stored as a single bit,
/// thereby:
/// * it uses 8x less memory
/// * it cannot be represented as `&[bool]` (i.e. no pointer arithmetics).
///
/// A [`MutableBitmap`] can be converted to a [`Bitmap`] at `O(1)`.
/// # Examples
/// ```
/// use re_arrow2::bitmap::MutableBitmap;
///
/// let bitmap = MutableBitmap::from([true, false, true]);
/// assert_eq!(bitmap.iter().collect::<Vec<_>>(), vec![true, false, true]);
///
/// // creation directly from bytes
/// let mut bitmap = MutableBitmap::try_new(vec![0b00001101], 5).unwrap();
/// // note: the first bit is the left-most of the first byte
/// assert_eq!(bitmap.iter().collect::<Vec<_>>(), vec![true, false, true, true, false]);
/// // we can also get the slice:
/// assert_eq!(bitmap.as_slice(), [0b00001101u8].as_ref());
/// // debug helps :)
/// assert_eq!(format!("{:?}", bitmap), "[0b___01101]".to_string());
///
/// // It supports mutation in place
/// bitmap.set(0, false);
/// assert_eq!(format!("{:?}", bitmap), "[0b___01100]".to_string());
/// // and `O(1)` random access
/// assert_eq!(bitmap.get(0), false);
/// ```
/// # Implementation
/// This container is internally a [`Vec<u8>`].
#[derive(Clone)]
pub struct MutableBitmap {
buffer: Vec<u8>,
// invariant: length.saturating_add(7) / 8 == buffer.len();
length: usize,
}
impl std::fmt::Debug for MutableBitmap {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
fmt(&self.buffer, 0, self.len(), f)
}
}
impl PartialEq for MutableBitmap {
fn eq(&self, other: &Self) -> bool {
self.iter().eq(other.iter())
}
}
impl MutableBitmap {
/// Initializes an empty [`MutableBitmap`].
#[inline]
pub fn new() -> Self {
Self {
buffer: Vec::new(),
length: 0,
}
}
/// Initializes a new [`MutableBitmap`] from a [`Vec<u8>`] and a length.
/// # Errors
/// This function errors iff `length > bytes.len() * 8`
#[inline]
pub fn try_new(bytes: Vec<u8>, length: usize) -> Result<Self, Error> {
if length > bytes.len().saturating_mul(8) {
return Err(Error::InvalidArgumentError(format!(
"The length of the bitmap ({}) must be `<=` to the number of bytes times 8 ({})",
length,
bytes.len().saturating_mul(8)
)));
}
Ok(Self {
length,
buffer: bytes,
})
}
/// Initializes a [`MutableBitmap`] from a [`Vec<u8>`] and a length.
/// This function is `O(1)`.
/// # Panic
/// Panics iff the length is larger than the length of the buffer times 8.
#[inline]
pub fn from_vec(buffer: Vec<u8>, length: usize) -> Self {
Self::try_new(buffer, length).unwrap()
}
/// Initializes a pre-allocated [`MutableBitmap`] with capacity for `capacity` bits.
#[inline]
pub fn with_capacity(capacity: usize) -> Self {
Self {
buffer: Vec::with_capacity(capacity.saturating_add(7) / 8),
length: 0,
}
}
/// Pushes a new bit to the [`MutableBitmap`], re-sizing it if necessary.
#[inline]
pub fn push(&mut self, value: bool) {
if self.length % 8 == 0 {
self.buffer.push(0);
}
let byte = self.buffer.as_mut_slice().last_mut().unwrap();
*byte = set(*byte, self.length % 8, value);
self.length += 1;
}
/// Pop the last bit from the [`MutableBitmap`].
/// Note if the [`MutableBitmap`] is empty, this method will return None.
#[inline]
pub fn pop(&mut self) -> Option<bool> {
if self.is_empty() {
return None;
}
self.length -= 1;
let value = self.get(self.length);
if self.length % 8 == 0 {
self.buffer.pop();
}
Some(value)
}
/// Returns whether the position `index` is set.
/// # Panics
/// Panics iff `index >= self.len()`.
#[inline]
pub fn get(&self, index: usize) -> bool {
get_bit(&self.buffer, index)
}
/// Sets the position `index` to `value`
/// # Panics
/// Panics iff `index >= self.len()`.
#[inline]
pub fn set(&mut self, index: usize, value: bool) {
set_bit(self.buffer.as_mut_slice(), index, value)
}
/// constructs a new iterator over the bits of [`MutableBitmap`].
pub fn iter(&self) -> BitmapIter {
BitmapIter::new(&self.buffer, 0, self.length)
}
/// Empties the [`MutableBitmap`].
#[inline]
pub fn clear(&mut self) {
self.length = 0;
self.buffer.clear();
}
/// Extends [`MutableBitmap`] by `additional` values of constant `value`.
/// # Implementation
/// This function is an order of magnitude faster than pushing element by element.
#[inline]
pub fn extend_constant(&mut self, additional: usize, value: bool) {
if additional == 0 {
return;
}
if value {
self.extend_set(additional)
} else {
self.extend_unset(additional)
}
}
/// Initializes a zeroed [`MutableBitmap`].
#[inline]
pub fn from_len_zeroed(length: usize) -> Self {
Self {
buffer: vec![0; length.saturating_add(7) / 8],
length,
}
}
/// Initializes a [`MutableBitmap`] with all values set to valid/ true.
#[inline]
pub fn from_len_set(length: usize) -> Self {
Self {
buffer: vec![u8::MAX; length.saturating_add(7) / 8],
length,
}
}
/// Reserves `additional` bits in the [`MutableBitmap`], potentially re-allocating its buffer.
#[inline(always)]
pub fn reserve(&mut self, additional: usize) {
self.buffer
.reserve((self.length + additional).saturating_add(7) / 8 - self.buffer.len())
}
/// Returns the capacity of [`MutableBitmap`] in number of bits.
#[inline]
pub fn capacity(&self) -> usize {
self.buffer.capacity() * 8
}
/// Pushes a new bit to the [`MutableBitmap`]
/// # Safety
/// The caller must ensure that the [`MutableBitmap`] has sufficient capacity.
#[inline]
pub unsafe fn push_unchecked(&mut self, value: bool) {
if self.length % 8 == 0 {
self.buffer.push(0);
}
let byte = self.buffer.as_mut_slice().last_mut().unwrap();
*byte = set(*byte, self.length % 8, value);
self.length += 1;
}
/// Returns the number of unset bits on this [`MutableBitmap`].
///
/// Guaranted to be `<= self.len()`.
/// # Implementation
/// This function is `O(N)`
pub fn unset_bits(&self) -> usize {
count_zeros(&self.buffer, 0, self.length)
}
/// Returns the number of unset bits on this [`MutableBitmap`].
#[deprecated(since = "0.13.0", note = "use `unset_bits` instead")]
pub fn null_count(&self) -> usize {
self.unset_bits()
}
/// Returns the length of the [`MutableBitmap`].
#[inline]
pub fn len(&self) -> usize {
self.length
}
/// Returns whether [`MutableBitmap`] is empty.
#[inline]
pub fn is_empty(&self) -> bool {
self.len() == 0
}
/// # Safety
/// The caller must ensure that the [`MutableBitmap`] was properly initialized up to `len`.
#[inline]
pub(crate) unsafe fn set_len(&mut self, len: usize) {
self.buffer.set_len(len.saturating_add(7) / 8);
self.length = len;
}
fn extend_set(&mut self, mut additional: usize) {
let offset = self.length % 8;
let added = if offset != 0 {
// offset != 0 => at least one byte in the buffer
let last_index = self.buffer.len() - 1;
let last = &mut self.buffer[last_index];
let remaining = 0b11111111u8;
let remaining = remaining >> 8usize.saturating_sub(additional);
let remaining = remaining << offset;
*last |= remaining;
std::cmp::min(additional, 8 - offset)
} else {
0
};
self.length += added;
additional = additional.saturating_sub(added);
if additional > 0 {
debug_assert_eq!(self.length % 8, 0);
let existing = self.length.saturating_add(7) / 8;
let required = (self.length + additional).saturating_add(7) / 8;
// add remaining as full bytes
self.buffer
.extend(std::iter::repeat(0b11111111u8).take(required - existing));
self.length += additional;
}
}
fn extend_unset(&mut self, mut additional: usize) {
let offset = self.length % 8;
let added = if offset != 0 {
// offset != 0 => at least one byte in the buffer
let last_index = self.buffer.len() - 1;
let last = &mut self.buffer[last_index];
*last &= 0b11111111u8 >> (8 - offset); // unset them
std::cmp::min(additional, 8 - offset)
} else {
0
};
self.length += added;
additional = additional.saturating_sub(added);
if additional > 0 {
debug_assert_eq!(self.length % 8, 0);
self.buffer
.resize((self.length + additional).saturating_add(7) / 8, 0);
self.length += additional;
}
}
/// Sets the position `index` to `value`
/// # Safety
/// Caller must ensure that `index < self.len()`
#[inline]
pub unsafe fn set_unchecked(&mut self, index: usize, value: bool) {
set_bit_unchecked(self.buffer.as_mut_slice(), index, value)
}
/// Shrinks the capacity of the [`MutableBitmap`] to fit its current length.
pub fn shrink_to_fit(&mut self) {
self.buffer.shrink_to_fit();
}
/// Returns an iterator over mutable slices, [`BitChunksExactMut`]
pub(crate) fn bitchunks_exact_mut<T: BitChunk>(&mut self) -> BitChunksExactMut<T> {
BitChunksExactMut::new(&mut self.buffer, self.length)
}
}
impl From<MutableBitmap> for Bitmap {
#[inline]
fn from(buffer: MutableBitmap) -> Self {
Bitmap::try_new(buffer.buffer, buffer.length).unwrap()
}
}
impl From<MutableBitmap> for Option<Bitmap> {
#[inline]
fn from(buffer: MutableBitmap) -> Self {
let unset_bits = buffer.unset_bits();
if unset_bits > 0 {
// safety:
// invariants of the `MutableBitmap` equal that of `Bitmap`
let bitmap = unsafe {
Bitmap::from_inner_unchecked(
Arc::new(buffer.buffer.into()),
0,
buffer.length,
unset_bits,
)
};
Some(bitmap)
} else {
None
}
}
}
impl<P: AsRef<[bool]>> From<P> for MutableBitmap {
#[inline]
fn from(slice: P) -> Self {
MutableBitmap::from_trusted_len_iter(slice.as_ref().iter().copied())
}
}
impl FromIterator<bool> for MutableBitmap {
fn from_iter<I>(iter: I) -> Self
where
I: IntoIterator<Item = bool>,
{
let mut iterator = iter.into_iter();
let mut buffer = {
let byte_capacity: usize = iterator.size_hint().0.saturating_add(7) / 8;
Vec::with_capacity(byte_capacity)
};
let mut length = 0;
loop {
let mut exhausted = false;
let mut byte_accum: u8 = 0;
let mut mask: u8 = 1;
//collect (up to) 8 bits into a byte
while mask != 0 {
if let Some(value) = iterator.next() {
length += 1;
byte_accum |= match value {
true => mask,
false => 0,
};
mask <<= 1;
} else {
exhausted = true;
break;
}
}
// break if the iterator was exhausted before it provided a bool for this byte
if exhausted && mask == 1 {
break;
}
//ensure we have capacity to write the byte
if buffer.len() == buffer.capacity() {
//no capacity for new byte, allocate 1 byte more (plus however many more the iterator advertises)
let additional_byte_capacity = 1usize.saturating_add(
iterator.size_hint().0.saturating_add(7) / 8, //convert bit count to byte count, rounding up
);
buffer.reserve(additional_byte_capacity)
}
// Soundness: capacity was allocated above
buffer.push(byte_accum);
if exhausted {
break;
}
}
Self { buffer, length }
}
}
// [7, 6, 5, 4, 3, 2, 1, 0], [15, 14, 13, 12, 11, 10, 9, 8]
// [00000001_00000000_00000000_00000000_...] // u64
/// # Safety
/// The iterator must be trustedLen and its len must be least `len`.
#[inline]
unsafe fn get_chunk_unchecked(iterator: &mut impl Iterator<Item = bool>) -> u64 {
let mut byte = 0u64;
let mut mask;
for i in 0..8 {
mask = 1u64 << (8 * i);
for _ in 0..8 {
let value = match iterator.next() {
Some(value) => value,
None => unsafe { unreachable_unchecked() },
};
byte |= match value {
true => mask,
false => 0,
};
mask <<= 1;
}
}
byte
}
/// # Safety
/// The iterator must be trustedLen and its len must be least `len`.
#[inline]
unsafe fn get_byte_unchecked(len: usize, iterator: &mut impl Iterator<Item = bool>) -> u8 {
let mut byte_accum: u8 = 0;
let mut mask: u8 = 1;
for _ in 0..len {
let value = match iterator.next() {
Some(value) => value,
None => unsafe { unreachable_unchecked() },
};
byte_accum |= match value {
true => mask,
false => 0,
};
mask <<= 1;
}
byte_accum
}
/// Extends the [`Vec<u8>`] from `iterator`
/// # Safety
/// The iterator MUST be [`TrustedLen`].
#[inline]
unsafe fn extend_aligned_trusted_iter_unchecked(
buffer: &mut Vec<u8>,
mut iterator: impl Iterator<Item = bool>,
) -> usize {
let additional_bits = iterator.size_hint().1.unwrap();
let chunks = additional_bits / 64;
let remainder = additional_bits % 64;
let additional = (additional_bits + 7) / 8;
assert_eq!(
additional,
// a hint of how the following calculation will be done
chunks * 8 + remainder / 8 + (remainder % 8 > 0) as usize
);
buffer.reserve(additional);
// chunks of 64 bits
for _ in 0..chunks {
let chunk = get_chunk_unchecked(&mut iterator);
buffer.extend_from_slice(&chunk.to_le_bytes());
}
// remaining complete bytes
for _ in 0..(remainder / 8) {
let byte = unsafe { get_byte_unchecked(8, &mut iterator) };
buffer.push(byte)
}
// remaining bits
let remainder = remainder % 8;
if remainder > 0 {
let byte = unsafe { get_byte_unchecked(remainder, &mut iterator) };
buffer.push(byte)
}
additional_bits
}
impl MutableBitmap {
/// Extends `self` from a [`TrustedLen`] iterator.
#[inline]
pub fn extend_from_trusted_len_iter<I: TrustedLen<Item = bool>>(&mut self, iterator: I) {
// safety: I: TrustedLen
unsafe { self.extend_from_trusted_len_iter_unchecked(iterator) }
}
/// Extends `self` from an iterator of trusted len.
/// # Safety
/// The caller must guarantee that the iterator has a trusted len.
#[inline]
pub unsafe fn extend_from_trusted_len_iter_unchecked<I: Iterator<Item = bool>>(
&mut self,
mut iterator: I,
) {
// the length of the iterator throughout this function.
let mut length = iterator.size_hint().1.unwrap();
let bit_offset = self.length % 8;
if length < 8 - bit_offset {
if bit_offset == 0 {
self.buffer.push(0);
}
// the iterator will not fill the last byte
let byte = self.buffer.as_mut_slice().last_mut().unwrap();
let mut i = bit_offset;
for value in iterator {
*byte = set(*byte, i, value);
i += 1;
}
self.length += length;
return;
}
// at this point we know that length will hit a byte boundary and thus
// increase the buffer.
if bit_offset != 0 {
// we are in the middle of a byte; lets finish it
let byte = self.buffer.as_mut_slice().last_mut().unwrap();
(bit_offset..8).for_each(|i| {
*byte = set(*byte, i, iterator.next().unwrap());
});
self.length += 8 - bit_offset;
length -= 8 - bit_offset;
}
// everything is aligned; proceed with the bulk operation
debug_assert_eq!(self.length % 8, 0);
unsafe { extend_aligned_trusted_iter_unchecked(&mut self.buffer, iterator) };
self.length += length;
}
/// Creates a new [`MutableBitmap`] from an iterator of booleans.
/// # Safety
/// The iterator must report an accurate length.
#[inline]
pub unsafe fn from_trusted_len_iter_unchecked<I>(iterator: I) -> Self
where
I: Iterator<Item = bool>,
{
let mut buffer = Vec::<u8>::new();
let length = extend_aligned_trusted_iter_unchecked(&mut buffer, iterator);
Self { buffer, length }
}
/// Creates a new [`MutableBitmap`] from an iterator of booleans.
#[inline]
pub fn from_trusted_len_iter<I>(iterator: I) -> Self
where
I: TrustedLen<Item = bool>,
{
// Safety: Iterator is `TrustedLen`
unsafe { Self::from_trusted_len_iter_unchecked(iterator) }
}
/// Creates a new [`MutableBitmap`] from an iterator of booleans.
pub fn try_from_trusted_len_iter<E, I>(iterator: I) -> std::result::Result<Self, E>
where
I: TrustedLen<Item = std::result::Result<bool, E>>,
{
unsafe { Self::try_from_trusted_len_iter_unchecked(iterator) }
}
/// Creates a new [`MutableBitmap`] from an falible iterator of booleans.
/// # Safety
/// The caller must guarantee that the iterator is `TrustedLen`.
pub unsafe fn try_from_trusted_len_iter_unchecked<E, I>(
mut iterator: I,
) -> std::result::Result<Self, E>
where
I: Iterator<Item = std::result::Result<bool, E>>,
{
let length = iterator.size_hint().1.unwrap();
let mut buffer = vec![0u8; (length + 7) / 8];
let chunks = length / 8;
let reminder = length % 8;
let data = buffer.as_mut_slice();
data[..chunks].iter_mut().try_for_each(|byte| {
(0..8).try_for_each(|i| {
*byte = set(*byte, i, iterator.next().unwrap()?);
Ok(())
})
})?;
if reminder != 0 {
let last = &mut data[chunks];
iterator.enumerate().try_for_each(|(i, value)| {
*last = set(*last, i, value?);
Ok(())
})?;
}
Ok(Self { buffer, length })
}
fn extend_unaligned(&mut self, slice: &[u8], offset: usize, length: usize) {
// e.g.
// [a, b, --101010] <- to be extended
// [00111111, 11010101] <- to extend
// [a, b, 11101010, --001111] expected result
let aligned_offset = offset / 8;
let own_offset = self.length % 8;
debug_assert_eq!(offset % 8, 0); // assumed invariant
debug_assert!(own_offset != 0); // assumed invariant
let bytes_len = length.saturating_add(7) / 8;
let items = &slice[aligned_offset..aligned_offset + bytes_len];
// self has some offset => we need to shift all `items`, and merge the first
let buffer = self.buffer.as_mut_slice();
let last = &mut buffer[buffer.len() - 1];
// --101010 | 00111111 << 6 = 11101010
// erase previous
*last &= 0b11111111u8 >> (8 - own_offset); // unset before setting
*last |= items[0] << own_offset;
if length + own_offset <= 8 {
// no new bytes needed
self.length += length;
return;
}
let additional = length - (8 - own_offset);
let remaining = [items[items.len() - 1], 0];
let bytes = items
.windows(2)
.chain(std::iter::once(remaining.as_ref()))
.map(|w| merge_reversed(w[0], w[1], 8 - own_offset))
.take(additional.saturating_add(7) / 8);
self.buffer.extend(bytes);
self.length += length;
}
fn extend_aligned(&mut self, slice: &[u8], offset: usize, length: usize) {
let aligned_offset = offset / 8;
let bytes_len = length.saturating_add(7) / 8;
let items = &slice[aligned_offset..aligned_offset + bytes_len];
self.buffer.extend_from_slice(items);
self.length += length;
}
/// Extends the [`MutableBitmap`] from a slice of bytes with optional offset.
/// This is the fastest way to extend a [`MutableBitmap`].
/// # Implementation
/// When both [`MutableBitmap`]'s length and `offset` are both multiples of 8,
/// this function performs a memcopy. Else, it first aligns bit by bit and then performs a memcopy.
/// # Safety
/// Caller must ensure `offset + length <= slice.len() * 8`
#[inline]
pub unsafe fn extend_from_slice_unchecked(
&mut self,
slice: &[u8],
offset: usize,
length: usize,
) {
if length == 0 {
return;
};
let is_aligned = self.length % 8 == 0;
let other_is_aligned = offset % 8 == 0;
match (is_aligned, other_is_aligned) {
(true, true) => self.extend_aligned(slice, offset, length),
(false, true) => self.extend_unaligned(slice, offset, length),
// todo: further optimize the other branches.
_ => self.extend_from_trusted_len_iter(BitmapIter::new(slice, offset, length)),
}
// internal invariant:
debug_assert_eq!(self.length.saturating_add(7) / 8, self.buffer.len());
}
/// Extends the [`MutableBitmap`] from a slice of bytes with optional offset.
/// This is the fastest way to extend a [`MutableBitmap`].
/// # Implementation
/// When both [`MutableBitmap`]'s length and `offset` are both multiples of 8,
/// this function performs a memcopy. Else, it first aligns bit by bit and then performs a memcopy.
#[inline]
pub fn extend_from_slice(&mut self, slice: &[u8], offset: usize, length: usize) {
assert!(offset + length <= slice.len() * 8);
// safety: invariant is asserted
unsafe { self.extend_from_slice_unchecked(slice, offset, length) }
}
/// Extends the [`MutableBitmap`] from a [`Bitmap`].
#[inline]
pub fn extend_from_bitmap(&mut self, bitmap: &Bitmap) {
let (slice, offset, length) = bitmap.as_slice();
// safety: bitmap.as_slice adheres to the invariant
unsafe {
self.extend_from_slice_unchecked(slice, offset, length);
}
}
/// Returns the slice of bytes of this [`MutableBitmap`].
/// Note that the last byte may not be fully used.
#[inline]
pub fn as_slice(&self) -> &[u8] {
let len = (self.length).saturating_add(7) / 8;
&self.buffer[..len]
}
}
impl Default for MutableBitmap {
fn default() -> Self {
Self::new()
}
}
impl<'a> IntoIterator for &'a MutableBitmap {
type Item = bool;
type IntoIter = BitmapIter<'a>;
fn into_iter(self) -> Self::IntoIter {
BitmapIter::<'a>::new(&self.buffer, 0, self.length)
}
}