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use std::{
fmt::Binary,
ops::{BitAndAssign, Not, Shl, ShlAssign, ShrAssign},
};
use num_traits::PrimInt;
use super::NativeType;
/// A chunk of bits. This is used to create masks of a given length
/// whose width is `1` bit. In `portable_simd` notation, this corresponds to `m1xY`.
///
/// This (sealed) trait is implemented for [`u8`], [`u16`], [`u32`] and [`u64`].
pub trait BitChunk:
super::private::Sealed
+ PrimInt
+ NativeType
+ Binary
+ ShlAssign
+ Not<Output = Self>
+ ShrAssign<usize>
+ ShlAssign<usize>
+ Shl<usize, Output = Self>
+ BitAndAssign
{
/// convert itself into bytes.
fn to_ne_bytes(self) -> Self::Bytes;
/// convert itself from bytes.
fn from_ne_bytes(v: Self::Bytes) -> Self;
}
macro_rules! bit_chunk {
($ty:ty) => {
impl BitChunk for $ty {
#[inline(always)]
fn to_ne_bytes(self) -> Self::Bytes {
self.to_ne_bytes()
}
#[inline(always)]
fn from_ne_bytes(v: Self::Bytes) -> Self {
Self::from_ne_bytes(v)
}
}
};
}
bit_chunk!(u8);
bit_chunk!(u16);
bit_chunk!(u32);
bit_chunk!(u64);
/// An [`Iterator<Item=bool>`] over a [`BitChunk`]. This iterator is often
/// compiled to SIMD.
/// The [LSB](https://en.wikipedia.org/wiki/Bit_numbering#Least_significant_bit) corresponds
/// to the first slot, as defined by the arrow specification.
/// # Example
/// ```
/// use arrow2::types::BitChunkIter;
/// let a = 0b00010000u8;
/// let iter = BitChunkIter::new(a, 7);
/// let r = iter.collect::<Vec<_>>();
/// assert_eq!(r, vec![false, false, false, false, true, false, false]);
/// ```
pub struct BitChunkIter<T: BitChunk> {
value: T,
mask: T,
remaining: usize,
}
impl<T: BitChunk> BitChunkIter<T> {
/// Creates a new [`BitChunkIter`] with `len` bits.
#[inline]
pub fn new(value: T, len: usize) -> Self {
assert!(len <= std::mem::size_of::<T>() * 8);
Self {
value,
remaining: len,
mask: T::one(),
}
}
}
impl<T: BitChunk> Iterator for BitChunkIter<T> {
type Item = bool;
#[inline]
fn next(&mut self) -> Option<Self::Item> {
if self.remaining == 0 {
return None;
};
let result = Some(self.value & self.mask != T::zero());
self.remaining -= 1;
self.mask <<= 1;
result
}
#[inline]
fn size_hint(&self) -> (usize, Option<usize>) {
(self.remaining, Some(self.remaining))
}
}
// # Safety
// a mathematical invariant of this iterator
unsafe impl<T: BitChunk> crate::trusted_len::TrustedLen for BitChunkIter<T> {}
/// An [`Iterator<Item=usize>`] over a [`BitChunk`] returning the index of each bit set in the chunk
/// See <https://lemire.me/blog/2018/03/08/iterating-over-set-bits-quickly-simd-edition/> for details
/// # Example
/// ```
/// use arrow2::types::BitChunkOnes;
/// let a = 0b00010000u8;
/// let iter = BitChunkOnes::new(a);
/// let r = iter.collect::<Vec<_>>();
/// assert_eq!(r, vec![4]);
/// ```
pub struct BitChunkOnes<T: BitChunk> {
value: T,
remaining: usize,
}
impl<T: BitChunk> BitChunkOnes<T> {
/// Creates a new [`BitChunkOnes`] with `len` bits.
#[inline]
pub fn new(value: T) -> Self {
Self {
value,
remaining: value.count_ones() as usize,
}
}
#[inline]
#[cfg(feature = "compute_filter")]
pub(crate) fn from_known_count(value: T, remaining: usize) -> Self {
Self { value, remaining }
}
}
impl<T: BitChunk> Iterator for BitChunkOnes<T> {
type Item = usize;
#[inline]
fn next(&mut self) -> Option<Self::Item> {
if self.remaining == 0 {
return None;
}
let v = self.value.trailing_zeros() as usize;
self.value &= self.value - T::one();
self.remaining -= 1;
Some(v)
}
#[inline]
fn size_hint(&self) -> (usize, Option<usize>) {
(self.remaining, Some(self.remaining))
}
}
// # Safety
// a mathematical invariant of this iterator
unsafe impl<T: BitChunk> crate::trusted_len::TrustedLen for BitChunkOnes<T> {}