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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
use crate::buffer::ScalarBuffer;
use crate::ArrowNativeType;
/// A slice-able buffer of monotonically increasing, positive integers used to store run-ends
///
/// # Logical vs Physical
///
/// A [`RunEndBuffer`] is used to encode runs of the same value, the index of each run is
/// called the physical index. The logical index is then the corresponding index in the logical
/// run-encoded array, i.e. a single run of length `3`, would have the logical indices `0..3`.
///
/// Each value in [`RunEndBuffer::values`] is the cumulative length of all runs in the
/// logical array, up to that physical index.
///
/// Consider a [`RunEndBuffer`] containing `[3, 4, 6]`. The maximum physical index is `2`,
/// as there are `3` values, and the maximum logical index is `5`, as the maximum run end
/// is `6`. The physical indices are therefore `[0, 0, 0, 1, 2, 2]`
///
/// ```text
/// ┌─────────┐ ┌─────────┐ ┌─────────┐
/// │ 3 │ │ 0 │ ─┬──────▶ │ 0 │
/// ├─────────┤ ├─────────┤ │ ├─────────┤
/// │ 4 │ │ 1 │ ─┤ ┌────▶ │ 1 │
/// ├─────────┤ ├─────────┤ │ │ ├─────────┤
/// │ 6 │ │ 2 │ ─┘ │ ┌──▶ │ 2 │
/// └─────────┘ ├─────────┤ │ │ └─────────┘
/// run ends │ 3 │ ───┘ │ physical indices
/// ├─────────┤ │
/// │ 4 │ ─────┤
/// ├─────────┤ │
/// │ 5 │ ─────┘
/// └─────────┘
/// logical indices
/// ```
///
/// # Slicing
///
/// In order to provide zero-copy slicing, this container stores a separate offset and length
///
/// For example, a [`RunEndBuffer`] containing values `[3, 6, 8]` with offset and length `4` would
/// describe the physical indices `1, 1, 2, 2`
///
/// For example, a [`RunEndBuffer`] containing values `[6, 8, 9]` with offset `2` and length `5`
/// would describe the physical indices `0, 0, 0, 0, 1`
///
/// [Run-End encoded layout]: https://arrow.apache.org/docs/format/Columnar.html#run-end-encoded-layout
#[derive(Debug, Clone)]
pub struct RunEndBuffer<E: ArrowNativeType> {
run_ends: ScalarBuffer<E>,
len: usize,
offset: usize,
}
impl<E> RunEndBuffer<E>
where
E: ArrowNativeType,
{
/// Create a new [`RunEndBuffer`] from a [`ScalarBuffer`], an `offset` and `len`
///
/// # Panics
///
/// - `buffer` does not contain strictly increasing values greater than zero
/// - the last value of `buffer` is less than `offset + len`
pub fn new(run_ends: ScalarBuffer<E>, offset: usize, len: usize) -> Self {
assert!(
run_ends.windows(2).all(|w| w[0] < w[1]),
"run-ends not strictly increasing"
);
if len != 0 {
assert!(!run_ends.is_empty(), "non-empty slice but empty run-ends");
let end = E::from_usize(offset.saturating_add(len)).unwrap();
assert!(
*run_ends.first().unwrap() > E::usize_as(0),
"run-ends not greater than 0"
);
assert!(
*run_ends.last().unwrap() >= end,
"slice beyond bounds of run-ends"
);
}
Self {
run_ends,
offset,
len,
}
}
/// Create a new [`RunEndBuffer`] from an [`ScalarBuffer`], an `offset` and `len`
///
/// # Safety
///
/// - `buffer` must contain strictly increasing values greater than zero
/// - The last value of `buffer` must be greater than or equal to `offset + len`
pub unsafe fn new_unchecked(run_ends: ScalarBuffer<E>, offset: usize, len: usize) -> Self {
Self {
run_ends,
offset,
len,
}
}
/// Returns the logical offset into the run-ends stored by this buffer
#[inline]
pub fn offset(&self) -> usize {
self.offset
}
/// Returns the logical length of the run-ends stored by this buffer
#[inline]
pub fn len(&self) -> usize {
self.len
}
/// Returns true if this buffer is empty
#[inline]
pub fn is_empty(&self) -> bool {
self.len == 0
}
/// Returns the values of this [`RunEndBuffer`] not including any offset
#[inline]
pub fn values(&self) -> &[E] {
&self.run_ends
}
/// Returns the maximum run-end encoded in the underlying buffer
#[inline]
pub fn max_value(&self) -> usize {
self.values().last().copied().unwrap_or_default().as_usize()
}
/// Performs a binary search to find the physical index for the given logical index
///
/// The result is arbitrary if `logical_index >= self.len()`
pub fn get_physical_index(&self, logical_index: usize) -> usize {
let logical_index = E::usize_as(self.offset + logical_index);
let cmp = |p: &E| p.partial_cmp(&logical_index).unwrap();
match self.run_ends.binary_search_by(cmp) {
Ok(idx) => idx + 1,
Err(idx) => idx,
}
}
/// Returns the physical index at which the logical array starts
pub fn get_start_physical_index(&self) -> usize {
if self.offset == 0 || self.len == 0 {
return 0;
}
// Fallback to binary search
self.get_physical_index(0)
}
/// Returns the physical index at which the logical array ends
pub fn get_end_physical_index(&self) -> usize {
if self.len == 0 {
return 0;
}
if self.max_value() == self.offset + self.len {
return self.values().len() - 1;
}
// Fallback to binary search
self.get_physical_index(self.len - 1)
}
/// Slices this [`RunEndBuffer`] by the provided `offset` and `length`
pub fn slice(&self, offset: usize, len: usize) -> Self {
assert!(
offset.saturating_add(len) <= self.len,
"the length + offset of the sliced RunEndBuffer cannot exceed the existing length"
);
Self {
run_ends: self.run_ends.clone(),
offset: self.offset + offset,
len,
}
}
/// Returns the inner [`ScalarBuffer`]
pub fn inner(&self) -> &ScalarBuffer<E> {
&self.run_ends
}
/// Returns the inner [`ScalarBuffer`], consuming self
pub fn into_inner(self) -> ScalarBuffer<E> {
self.run_ends
}
}
#[cfg(test)]
mod tests {
use crate::buffer::RunEndBuffer;
#[test]
fn test_zero_length_slice() {
let buffer = RunEndBuffer::new(vec![1_i32, 4_i32].into(), 0, 4);
assert_eq!(buffer.get_start_physical_index(), 0);
assert_eq!(buffer.get_end_physical_index(), 1);
assert_eq!(buffer.get_physical_index(3), 1);
for offset in 0..4 {
let sliced = buffer.slice(offset, 0);
assert_eq!(sliced.get_start_physical_index(), 0);
assert_eq!(sliced.get_end_physical_index(), 0);
}
let buffer = RunEndBuffer::new(Vec::<i32>::new().into(), 0, 0);
assert_eq!(buffer.get_start_physical_index(), 0);
assert_eq!(buffer.get_end_physical_index(), 0);
}
}