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//! # partial_sort
//!
//! [![Build Status](https://github.com/sundy-li/partial_sort/actions/workflows/Build.yml/badge.svg)](https://github.com/sundy-li/partial_sort/actions/workflows/Build.yml)
//! [![](http://meritbadge.herokuapp.com/partial_sort)](https://crates.io/crates/partial_sort)
//! [![](https://img.shields.io/crates/d/partial_sort.svg)](https://crates.io/crates/partial_sort)
//! [![](https://img.shields.io/crates/dv/partial_sort.svg)](https://crates.io/crates/partial_sort)
//! [![](https://docs.rs/partial_sort/badge.svg)](https://docs.rs/partial_sort/)
//!
//!
//! partial_sort is Rust version of [std::partial_sort](https://en.cppreference.com/w/cpp/algorithm/partial_sort)
//!
//! ```toml
//! [dependencies]
//! partial_sort = "0.1.2"
//! ```
//!
//!
//! # Example
//! ```
//! # use partial_sort::PartialSort;
//!
//! let mut vec = vec![4, 4, 3, 3, 1, 1, 2, 2];
//! vec.partial_sort(4, |a, b| a.cmp(b));
//! println!("{:?}", vec);
//! ```
#![crate_type = "lib"]
#![crate_name = "partial_sort"]
#![cfg_attr(feature = "nightly", feature(test))]
use std::cmp::Ordering;
use std::cmp::Ordering::Less;
use std::{mem, ptr};
pub trait PartialSort {
type Item;
fn partial_sort<F>(&mut self, _: usize, _: F)
where
F: FnMut(&Self::Item, &Self::Item) -> Ordering;
}
impl<T> PartialSort for [T] {
type Item = T;
fn partial_sort<F>(&mut self, last: usize, mut cmp: F)
where
F: FnMut(&Self::Item, &Self::Item) -> Ordering,
{
partial_sort(self, last, |a, b| cmp(a, b) == Less);
}
}
pub fn partial_sort<T, F>(v: &mut [T], last: usize, mut is_less: F)
where
F: FnMut(&T, &T) -> bool,
{
assert!(last <= v.len());
make_heap(v, last, &mut is_less);
for i in last..v.len() {
if is_less(&v[i], &v[0]) {
v.swap(0, i);
adjust_heap(v, 0, last, &mut is_less);
}
}
sort_heap(v, last, &mut is_less);
}
#[inline]
fn make_heap<T, F>(v: &mut [T], last: usize, is_less: &mut F)
where
F: FnMut(&T, &T) -> bool,
{
if last < 2 {
return;
}
let len = last;
let mut parent = (len - 2) / 2;
loop {
adjust_heap(v, parent, len, is_less);
if parent == 0 {
return;
}
parent -= 1;
}
}
/// adjust_heap is a shift up adjust op for the heap
#[inline]
fn adjust_heap<T, F>(v: &mut [T], hole_index: usize, len: usize, is_less: &mut F)
where
F: FnMut(&T, &T) -> bool,
{
let mut left_child = hole_index * 2 + 1;
//SAFETY: we ensure hole_index point to a properly initialized value of type T
let mut tmp = unsafe { mem::ManuallyDrop::new(ptr::read(&v[hole_index])) };
let mut hole = InsertionHole {
src: &mut *tmp,
dest: &mut v[hole_index],
};
// Panic safety:
//
// If `is_less` panics at any point during the process, `hole` will get dropped and fill the
// hole in `v` with the unconsumed range in `buf`, thus ensuring that `v` still holds every
// object it initially held exactly once.
// SAFETY:
// we ensure src/dest point to a properly initialized value of type T
// src is valid for reads of `count * size_of::<T>()` bytes.
// dest is valid for reads of `count * size_of::<T>()` bytes.
// Both `src` and `dst` are properly aligned.
unsafe {
while left_child < len {
// SAFETY:
// we ensure left_child and left_child + 1 are between [0, len)
if left_child + 1 < len {
left_child += usize::from(is_less(
v.get_unchecked(left_child),
v.get_unchecked(left_child + 1),
));
}
// SAFETY:
// left_child and hole.dest point to a properly initialized value of type T
if is_less(&*tmp, v.get_unchecked(left_child)) {
ptr::copy_nonoverlapping(&v[left_child], hole.dest, 1);
hole.dest = &mut v[left_child];
} else {
break;
}
left_child = left_child * 2 + 1;
}
}
// These codes is from std::sort_by
// When dropped, copies from `src` into `dest`.
struct InsertionHole<T> {
src: *mut T,
dest: *mut T,
}
impl<T> Drop for InsertionHole<T> {
fn drop(&mut self) {
// SAFETY:
// we ensure src/dest point to a properly initialized value of type T
// src is valid for reads of `count * size_of::<T>()` bytes.
// dest is valid for reads of `count * size_of::<T>()` bytes.
// Both `src` and `dst` are properly aligned.
unsafe {
ptr::copy_nonoverlapping(self.src, self.dest, 1);
}
}
}
}
#[inline]
fn sort_heap<T, F>(v: &mut [T], mut last: usize, is_less: &mut F)
where
F: FnMut(&T, &T) -> bool,
{
while last > 1 {
last -= 1;
v.swap(0, last);
adjust_heap(v, 0, last, is_less);
}
}
#[cfg(test)]
mod tests {
use rand::Rng;
use std::cmp::Ordering;
use std::fmt;
use std::sync::Arc;
use crate::PartialSort;
#[test]
fn empty_test() {
let mut before: Vec<u32> = vec![4, 4, 3, 3, 1, 1, 2, 2];
before.partial_sort(0, |a, b| a.cmp(b));
}
#[test]
fn single_test() {
let mut before: Vec<u32> = vec![4, 4, 3, 3, 1, 1, 2, 2];
let last = 6;
let mut d = before.clone();
d.sort();
before.partial_sort(last, |a, b| a.cmp(b));
assert_eq!(&d[0..last], &before.as_slice()[0..last]);
}
#[test]
fn sorted_strings_test() {
let mut before: Vec<&str> = vec![
"a", "cat", "mat", "on", "sat", "the", "xxx", "xxxx", "fdadfdsf",
];
let last = 6;
let mut d = before.clone();
d.sort();
before.partial_sort(last, |a, b| a.cmp(b));
assert_eq!(&d[0..last], &before.as_slice()[0..last]);
}
#[test]
fn sorted_ref_test() {
trait TModel: fmt::Debug + Send + Sync {
fn size(&self) -> usize;
}
struct ModelFoo {
size: usize,
}
impl TModel for ModelFoo {
fn size(&self) -> usize {
return self.size;
}
}
impl fmt::Debug for ModelFoo {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "ModelFoo[{}]", self.size)?;
Ok(())
}
}
struct ModelBar {
size: usize,
}
impl TModel for ModelBar {
fn size(&self) -> usize {
return self.size;
}
}
impl fmt::Debug for ModelBar {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "ModelBar[{}]", self.size)?;
Ok(())
}
}
type ModelRef = Arc<dyn TModel>;
/// Compare two `Array`s based on the ordering defined in [ord](crate::array::ord).
fn cmp_model(a: &dyn TModel, b: &dyn TModel) -> Ordering {
return a.size().cmp(&b.size());
}
let mut before: Vec<(i32, ModelRef)> = vec![
(1i32, Arc::new(ModelBar { size: 100 })),
(1i32, Arc::new(ModelFoo { size: 99 })),
(1i32, Arc::new(ModelFoo { size: 101 })),
(1i32, Arc::new(ModelBar { size: 104 })),
(1i32, Arc::new(ModelBar { size: 10 })),
(1i32, Arc::new(ModelBar { size: 24 })),
(1i32, Arc::new(ModelBar { size: 34 })),
(1i32, Arc::new(ModelBar { size: 114 })),
];
let last = 6;
let mut d = before.clone();
d.sort_by(|a, b| cmp_model(a.1.as_ref(), b.1.as_ref()));
before.partial_sort(last, |a, b| cmp_model(a.1.as_ref(), b.1.as_ref()));
d[0..last].iter().zip(&before[0..last]).for_each(|(a, b)| {
assert_eq!(a.0, b.0);
assert_eq!(a.1.size(), b.1.size());
});
}
/// creates random initial vectors, partial sorts then and
/// verifies the result against std's `sort`.
#[test]
fn sorted_random_u64_test() {
let mut rng = rand::thread_rng();
let vec_size = 1025;
let partial_size = (rng.gen::<u64>() % vec_size) as usize;
let mut data = (0u64..vec_size)
.map(|_| rng.gen::<u64>())
.collect::<Vec<u64>>();
let mut d = data.clone();
d.sort();
data.partial_sort(partial_size, |a, b| a.cmp(b));
assert_eq!(&d[0..partial_size], &data.as_slice()[0..partial_size]);
}
#[test]
#[ignore]
fn sorted_expensive_random_u64_test() {
for _ in 0..100 {
let mut rng = rand::thread_rng();
let vec_size = 1025;
let partial_size = (rng.gen::<u64>() % vec_size) as usize;
let mut data = (0u64..vec_size)
.map(|_| rng.gen::<u64>())
.collect::<Vec<u64>>();
let mut d = data.clone();
d.sort();
data.partial_sort(partial_size, |a, b| a.cmp(b));
assert_eq!(&d[0..partial_size], &data.as_slice()[0..partial_size]);
}
}
}