use crate::array::PrimitiveArray;
use crate::compute::SortOptions;
use crate::datatypes::ArrowPrimitiveType;
use crate::row::{null_sentinel, Rows};
use arrow_array::BooleanArray;
use arrow_buffer::{bit_util, i256, MutableBuffer, ToByteSlice};
use arrow_data::{ArrayData, ArrayDataBuilder};
use arrow_schema::DataType;
use half::f16;
pub trait FromSlice {
fn from_slice(slice: &[u8], invert: bool) -> Self;
}
impl<const N: usize> FromSlice for [u8; N] {
#[inline]
fn from_slice(slice: &[u8], invert: bool) -> Self {
let mut t: Self = slice.try_into().unwrap();
if invert {
t.iter_mut().for_each(|o| *o = !*o);
}
t
}
}
pub trait FixedLengthEncoding: Copy {
const ENCODED_LEN: usize = 1 + std::mem::size_of::<Self::Encoded>();
type Encoded: Sized + Copy + FromSlice + AsRef<[u8]> + AsMut<[u8]>;
fn encode(self) -> Self::Encoded;
fn decode(encoded: Self::Encoded) -> Self;
}
impl FixedLengthEncoding for bool {
type Encoded = [u8; 1];
fn encode(self) -> [u8; 1] {
[self as u8]
}
fn decode(encoded: Self::Encoded) -> Self {
encoded[0] != 0
}
}
macro_rules! encode_signed {
($n:expr, $t:ty) => {
impl FixedLengthEncoding for $t {
type Encoded = [u8; $n];
fn encode(self) -> [u8; $n] {
let mut b = self.to_be_bytes();
b[0] ^= 0x80;
b
}
fn decode(mut encoded: Self::Encoded) -> Self {
encoded[0] ^= 0x80;
Self::from_be_bytes(encoded)
}
}
};
}
encode_signed!(1, i8);
encode_signed!(2, i16);
encode_signed!(4, i32);
encode_signed!(8, i64);
encode_signed!(16, i128);
encode_signed!(32, i256);
macro_rules! encode_unsigned {
($n:expr, $t:ty) => {
impl FixedLengthEncoding for $t {
type Encoded = [u8; $n];
fn encode(self) -> [u8; $n] {
self.to_be_bytes()
}
fn decode(encoded: Self::Encoded) -> Self {
Self::from_be_bytes(encoded)
}
}
};
}
encode_unsigned!(1, u8);
encode_unsigned!(2, u16);
encode_unsigned!(4, u32);
encode_unsigned!(8, u64);
impl FixedLengthEncoding for f16 {
type Encoded = [u8; 2];
fn encode(self) -> [u8; 2] {
let s = self.to_bits() as i16;
let val = s ^ (((s >> 15) as u16) >> 1) as i16;
val.encode()
}
fn decode(encoded: Self::Encoded) -> Self {
let bits = i16::decode(encoded);
let val = bits ^ (((bits >> 15) as u16) >> 1) as i16;
Self::from_bits(val as u16)
}
}
impl FixedLengthEncoding for f32 {
type Encoded = [u8; 4];
fn encode(self) -> [u8; 4] {
let s = self.to_bits() as i32;
let val = s ^ (((s >> 31) as u32) >> 1) as i32;
val.encode()
}
fn decode(encoded: Self::Encoded) -> Self {
let bits = i32::decode(encoded);
let val = bits ^ (((bits >> 31) as u32) >> 1) as i32;
Self::from_bits(val as u32)
}
}
impl FixedLengthEncoding for f64 {
type Encoded = [u8; 8];
fn encode(self) -> [u8; 8] {
let s = self.to_bits() as i64;
let val = s ^ (((s >> 63) as u64) >> 1) as i64;
val.encode()
}
fn decode(encoded: Self::Encoded) -> Self {
let bits = i64::decode(encoded);
let val = bits ^ (((bits >> 63) as u64) >> 1) as i64;
Self::from_bits(val as u64)
}
}
pub const fn encoded_len<T>(_col: &PrimitiveArray<T>) -> usize
where
T: ArrowPrimitiveType,
T::Native: FixedLengthEncoding,
{
T::Native::ENCODED_LEN
}
pub fn encode<T: FixedLengthEncoding, I: IntoIterator<Item = Option<T>>>(
out: &mut Rows,
i: I,
opts: SortOptions,
) {
for (offset, maybe_val) in out.offsets.iter_mut().skip(1).zip(i) {
let end_offset = *offset + T::ENCODED_LEN;
if let Some(val) = maybe_val {
let to_write = &mut out.buffer[*offset..end_offset];
to_write[0] = 1;
let mut encoded = val.encode();
if opts.descending {
encoded.as_mut().iter_mut().for_each(|v| *v = !*v)
}
to_write[1..].copy_from_slice(encoded.as_ref())
} else {
out.buffer[*offset] = null_sentinel(opts);
}
*offset = end_offset;
}
}
#[inline]
fn split_off<'a>(src: &mut &'a [u8], len: usize) -> &'a [u8] {
let v = &src[..len];
*src = &src[len..];
v
}
pub fn decode_bool(rows: &mut [&[u8]], options: SortOptions) -> BooleanArray {
let true_val = match options.descending {
true => !1,
false => 1,
};
let len = rows.len();
let mut null_count = 0;
let mut nulls = MutableBuffer::new(bit_util::ceil(len, 64) * 8);
let mut values = MutableBuffer::new(bit_util::ceil(len, 64) * 8);
let chunks = len / 64;
let remainder = len % 64;
for chunk in 0..chunks {
let mut null_packed = 0;
let mut values_packed = 0;
for bit_idx in 0..64 {
let i = split_off(&mut rows[bit_idx + chunk * 64], 2);
let (null, value) = (i[0] == 1, i[1] == true_val);
null_count += !null as usize;
null_packed |= (null as u64) << bit_idx;
values_packed |= (value as u64) << bit_idx;
}
nulls.push(null_packed);
values.push(values_packed);
}
if remainder != 0 {
let mut null_packed = 0;
let mut values_packed = 0;
for bit_idx in 0..remainder {
let i = split_off(&mut rows[bit_idx + chunks * 64], 2);
let (null, value) = (i[0] == 1, i[1] == true_val);
null_count += !null as usize;
null_packed |= (null as u64) << bit_idx;
values_packed |= (value as u64) << bit_idx;
}
nulls.push(null_packed);
values.push(values_packed);
}
let builder = ArrayDataBuilder::new(DataType::Boolean)
.len(rows.len())
.null_count(null_count)
.add_buffer(values.into())
.null_bit_buffer(Some(nulls.into()));
unsafe { BooleanArray::from(builder.build_unchecked()) }
}
fn decode_fixed<T: FixedLengthEncoding + ToByteSlice>(
rows: &mut [&[u8]],
data_type: DataType,
options: SortOptions,
) -> ArrayData {
let len = rows.len();
let mut null_count = 0;
let mut nulls = MutableBuffer::new(bit_util::ceil(len, 64) * 8);
let mut values = MutableBuffer::new(std::mem::size_of::<T>() * len);
let chunks = len / 64;
let remainder = len % 64;
for chunk in 0..chunks {
let mut null_packed = 0;
for bit_idx in 0..64 {
let i = split_off(&mut rows[bit_idx + chunk * 64], T::ENCODED_LEN);
let null = i[0] == 1;
null_count += !null as usize;
null_packed |= (null as u64) << bit_idx;
let value = T::Encoded::from_slice(&i[1..], options.descending);
values.push(T::decode(value));
}
nulls.push(null_packed);
}
if remainder != 0 {
let mut null_packed = 0;
for bit_idx in 0..remainder {
let i = split_off(&mut rows[bit_idx + chunks * 64], T::ENCODED_LEN);
let null = i[0] == 1;
null_count += !null as usize;
null_packed |= (null as u64) << bit_idx;
let value = T::Encoded::from_slice(&i[1..], options.descending);
values.push(T::decode(value));
}
nulls.push(null_packed);
}
let builder = ArrayDataBuilder::new(data_type)
.len(rows.len())
.null_count(null_count)
.add_buffer(values.into())
.null_bit_buffer(Some(nulls.into()));
unsafe { builder.build_unchecked() }
}
pub fn decode_primitive<T: ArrowPrimitiveType>(
rows: &mut [&[u8]],
options: SortOptions,
) -> PrimitiveArray<T>
where
T::Native: FixedLengthEncoding + ToByteSlice,
{
decode_fixed::<T::Native>(rows, T::DATA_TYPE, options).into()
}