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12 changed files with 173 additions and 78 deletions

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@ -9,4 +9,4 @@ name = "pyority_queue"
crate-type = ["cdylib", "rlib"]
[dependencies]
pyo3 = "0.23.3"
pyo3 = { version = "0.23.3", features = ["py-clone"] }

19
main.py
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@ -1,19 +0,0 @@
#!/bin/env python
from pyority_queue import PureQueue, KeyedQueue
def main() -> None:
pure = PureQueue()
pure["second"] = 3.4
pure["first"] = 1.2
pure["third"] = 5.6
print(*pure)
keyed = KeyedQueue({"third": 5.6, "second": 3.4, "first": 7.8})
del keyed["third"]
keyed["first"] = 1.2
print(*keyed)
if __name__ == "__main__":
main()

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@ -1,12 +1,14 @@
from typing import Self
from abc import ABC
from typing import Hashable, Iterable, Self
class PureQueue[T]:
"""A min-queue that allows duplicates and provides a minimal API allowing insertions and the ability to iterate over the queue in-order"""
def __init__(self, items: dict[T, float] | None = None) -> None:
"""
:param items: An optional mapping of items to priorities to initialize the queue with
"""
type Comparable = float | int
class Queue[Data](ABC):
"""
Common queue methods providing a minimal API for iteration.
"""
def __len__(self) -> int:
"""
@ -18,12 +20,44 @@ class PureQueue[T]:
:return: An iterator over the queue
"""
def __next__(self) -> T:
def __next__(self) -> Data:
"""
:return: The next item in the queue
"""
def __setitem__(self, key: T, value: float) -> None:
class PureQueue[Data: Comparable](Queue[Data]):
"""
A min-queue that directly orders its items, allowing duplicates.
"""
def __init__(self, items: Iterable[Data] | None = None) -> None:
"""
:param items: An optional list of priorities with which to initialize the queue
"""
def pop(self) -> Data:
"""
:return: The next item in the queue
"""
def insert(self, item: Data) -> None:
"""
:param item: Item to insert into the queue
"""
class KeyedQueue[Data, Priority: Comparable](Queue[Data]):
"""
A min-queue that allows arbitrary data associated with some priority, allowing duplicates of both data and priority.
"""
def __init__(self, items: dict[Data, Priority] | Iterable[tuple[Data, Priority]] | None = None) -> None:
"""
:param items: An optional mapping/list of items to priorities with which to initialize the queue
"""
def __setitem__(self, key: Data, value: Priority) -> None:
"""
Inserts a new item into the queue
:param key: The item to insert
@ -31,16 +65,25 @@ class PureQueue[T]:
"""
class KeyedQueue[T](PureQueue[T]):
"""A min-queue that disallows duplicates but offers the ability to update priorities and delete arbitrary items"""
def __setitem__(self, key: T, value: float) -> None:
class IndexedQueue[Data: Hashable, Priority: Comparable](Queue[Data]):
"""
A min-queue that allows arbitrary data associated with some priority.
Disallows duplicate data but offers the ability to update priorities and delete arbitrary items.
"""
def __init__(self, items: dict[Data, Priority] | Iterable[tuple[Data, Priority]] | None = None) -> None:
"""
:param items: An optional mapping/list of items to priorities with which to initialize the queue
"""
def __setitem__(self, key: Data, value: Priority) -> None:
"""
Inserts an item into the queue, or updates its priority if it already exists
:param key: The item to insert or update
:param value: The priority of the item
"""
def __delitem__(self, key: T) -> None:
def __delitem__(self, key: Data) -> None:
"""
:param key: The item to delete from the queue
"""

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@ -1,2 +1,6 @@
iniconfig==2.0.0
maturin==1.8.1
-e git+ssh://git@git.mmbradley.ca:222/MichaelBradley/pyority_queue.git@a09b71cdb32e2637971629623200cd639f5dcccb#egg=pyority_queue
packaging==24.2
pluggy==1.5.0
-e git+ssh://git@git.mmbradley.ca:222/MichaelBradley/pyority_queue.git@661e1d220ae71002d66d2ba2d3dfddfe4ff1035d#egg=pyority_queue
pytest==8.3.4

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@ -2,12 +2,13 @@ use std::cmp::Ordering;
/// Helper struct to associate an item with its priority
#[derive(Debug, Clone, Copy)]
pub struct Item<D, P: Ord> {
// I mean I guess P should be Ord but I want to use f64 so whatever
pub struct Item<D: Clone, P: PartialOrd + Clone> {
data: D,
priority: P,
}
impl<D, P: Ord> Item<D, P> {
impl<D: Clone, P: PartialOrd + Clone> Item<D, P> {
/// Creates a new instance
fn new(data: D, priority: P) -> Self {
Self { data, priority }
@ -20,22 +21,26 @@ impl<D, P: Ord> Item<D, P> {
}
// The relevant Ord implementations are based just on the priority
impl<D, P: Ord> Ord for Item<D, P> {
impl<D: Clone, P: PartialOrd + Clone> Ord for Item<D, P> {
fn cmp(&self, other: &Self) -> Ordering {
self.priority.cmp(&other.priority)
// Yeah this is bad design
// My excuse is that i'm still learning Rust
self.priority
.partial_cmp(&other.priority)
.unwrap_or(Ordering::Equal)
}
}
impl<D, P: Ord> PartialOrd for Item<D, P> {
impl<D: Clone, P: PartialOrd + Clone> PartialOrd for Item<D, P> {
fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
Some(self.cmp(other))
self.priority.partial_cmp(&other.priority)
}
}
impl<D, P: Ord> PartialEq for Item<D, P> {
impl<D: Clone, P: PartialOrd + Clone> PartialEq for Item<D, P> {
fn eq(&self, other: &Self) -> bool {
self.priority == other.priority
}
}
impl<D, P: Ord> Eq for Item<D, P> {}
impl<D: Clone, P: PartialOrd + Clone> Eq for Item<D, P> {}

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@ -2,7 +2,9 @@
use super::{item::Item, pure::PureBacking};
/// A data structure usable for backing a "keyed" queue
pub trait KeyedBacking<D, P: Ord>: PureBacking<Item<D, P>> {
pub trait KeyedBacking<D: Clone + Send + Sync, P: Ord + Clone + Send + Sync>:
PureBacking<Item<D, P>>
{
/// Update an item's priority
fn update(data: D, priority: P) -> Result<(), ()>;
/// Remove an item from the queue

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@ -4,7 +4,7 @@ use super::PureBacking;
/// A binary min-heap backed by an array
#[derive(Debug)]
pub struct BinaryHeap<T: Ord + Copy> {
pub struct BinaryHeap<T: Ord + Clone + Send + Sync> {
data: Vec<T>,
}
@ -33,18 +33,23 @@ impl fmt::Display for SiftError {
/// Whether a sift operation succeeded
type SiftResult = Result<(), SiftError>;
impl<T: Ord + Copy> BinaryHeap<T> {
impl<T: Ord + Clone + Send + Sync> BinaryHeap<T> {
/// Instantiates a new (empty) binary heap
pub fn new() -> Self {
Self { data: vec![] }
}
/// Fix an index representing a node with valid children but that may violate the heap property compared to its immediate parent
fn sift_up(&mut self, i: usize) -> SiftResult {
if i == 0 {
// Base case, at root so nothing to do
Ok(())
} else if let Some(child) = self.data.get(i).copied() {
} else if let Some(child) = self.data.get(i).cloned() {
let parent_index = (i - 1) / 2;
// Check if the heap property is violated
if child < self.data[parent_index] {
// Swap child with parent
self.data[i] = self.data[parent_index];
self.data[i] = self.data[parent_index].clone();
self.data[parent_index] = child;
// Repeat process with parent
@ -64,12 +69,12 @@ impl<T: Ord + Copy> BinaryHeap<T> {
// Tried to sift a non-existent index
Err(SiftError::new(i, self.data.len()))
} else {
if let Some(first_child) = self.data.get(i * 2 + 1).copied() {
if let Some(first_child) = self.data.get(i * 2 + 1).cloned() {
let smaller_child_index;
let smaller_child;
// Find the smallest child and its index
if let Some(second_child) = self.data.get(i * 2 + 2).copied() {
if let Some(second_child) = self.data.get(i * 2 + 2).cloned() {
// Both children, use the smaller one
if first_child < second_child {
smaller_child = first_child;
@ -86,7 +91,7 @@ impl<T: Ord + Copy> BinaryHeap<T> {
if smaller_child < self.data[i] {
// Swap parent with child
self.data[smaller_child_index] = self.data[i];
self.data[smaller_child_index] = self.data[i].clone();
self.data[i] = smaller_child;
// Repeat process with child
@ -103,23 +108,19 @@ impl<T: Ord + Copy> BinaryHeap<T> {
}
}
impl<T: Ord + Copy> FromIterator<T> for BinaryHeap<T> {
impl<T: Ord + Clone + Send + Sync> FromIterator<T> for BinaryHeap<T> {
fn from_iter<U: IntoIterator<Item = T>>(iter: U) -> Self {
let mut this = Self {
data: Vec::from_iter(iter),
};
for i in (0..=(this.data.len() / 2)).rev() {
this.sift_down(i);
this.sift_down(i).expect("Index error during heapify");
}
this
}
}
impl<T: Ord + Copy> PureBacking<T> for BinaryHeap<T> {
fn new() -> Self {
Self { data: vec![] }
}
impl<T: Ord + Clone + Send + Sync> PureBacking<T> for BinaryHeap<T> {
fn add(&mut self, item: T) {
// Append item
self.data.push(item);
@ -132,22 +133,18 @@ impl<T: Ord + Copy> PureBacking<T> for BinaryHeap<T> {
// No extra processing
0 | 1 => self.data.pop(),
_ => {
let last = self
// Get the original root
let root = self.data[0].clone();
// Move final item to the root and sift down to regain heap property
self.data[0] = self
.data
.pop()
.expect("Vector claimed not to be empty but was");
let root = self
.data
.get_mut(0)
.expect("Vector claimed to have multiple items but didn't");
// Move final item to the root and sift down to regain heap property
let best = *root;
*root = last;
self.sift_down(0).unwrap();
// Return original root
Some(best)
Some(root)
}
}
}

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@ -2,9 +2,7 @@
pub mod binary_heap;
/// A data structure usable for backing a "pure" queue
pub trait PureBacking<T: Ord>: FromIterator<T> {
/// Instantiates a new data structure
fn new() -> Self;
pub trait PureBacking<T: Ord + Send + Sync>: Send + Sync {
/// Places an item into the queue
fn add(&mut self, item: T);
/// Removes the item with minimum priority, if it exists

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@ -1,16 +1,12 @@
pub mod backing;
pub mod queue;
use pyo3::prelude::*;
use queue::pure::PureQueue;
/// Formats the sum of two numbers as string.
#[pyfunction]
fn sum_as_string(a: usize, b: usize) -> PyResult<String> {
Ok((a + b).to_string())
}
/// A Python module implemented in Rust.
/// Bindings for the Rust queue implementations
#[pymodule]
fn pyority_queue(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_function(wrap_pyfunction!(sum_as_string, m)?)?;
m.add_class::<PureQueue>()?;
Ok(())
}

1
src/queue/mod.rs Normal file
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@ -0,0 +1 @@
pub mod pure;

25
src/queue/pure.rs Normal file
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@ -0,0 +1,25 @@
// A "pure" priority queue that supports duplicates, but not arbitrary deletions or weight updates
use crate::backing::{
item::Item,
pure::{binary_heap::BinaryHeap, PureBacking},
};
use pyo3::prelude::*;
#[pyclass]
pub struct PureQueue {
backing: Box<dyn PureBacking<Item<Py<PyAny>, f64>>>,
}
#[pymethods]
impl PureQueue {
#[new]
fn new() -> Self {
Self {
backing: Box::new(BinaryHeap::new()),
}
}
fn __len__(self_: PyRef<'_, Self>) -> usize {
self_.backing.len()
}
}

43
tests/pure_queue.py Normal file
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@ -0,0 +1,43 @@
import pytest
from pyority_queue import PureQueue
type PureQueueInitializer = list[int | float] | tuple[int | float, ...]
def test_empty_creation():
queue = PureQueue()
assert len(queue) == 0
@pytest.mark.parametrize("items", ([], [0, 1, 2], (0, 1, 2), (0.0, 1.0, 2.0), range(100)))
def test_creation(items: PureQueueInitializer):
queue = PureQueue()
assert len(queue) == len(items)
@pytest.mark.parametrize("items", ([], (0,), (-1, 3), range(100)))
def test_iteration(items: PureQueueInitializer):
queue = PureQueue(items)
assert len(list(queue)) == len(items)
@pytest.mark.parametrize("items", ([], (-3, 5), (3.0, 2.0, 1.0), (3, 6, 8, 5, 7, 4, 2, 0), range(100)))
def test_sorting(items: PureQueueInitializer):
queue = PureQueue(items)
assert list(queue) == sorted(items)
def test_insertion():
queue = PureQueue[int]((4, 2, 8, 6))
queue.insert(7)
queue.insert(0)
queue.insert(3)
assert list(queue) == [0, 2, 3, 4, 6, 7, 8]
def test_duplicates():
queue = PureQueue[int]((0, 0, 0, 5, 5))
queue.insert(3)
queue.insert(3)
assert list(queue) == [0, 0, 0, 3, 3, 5, 5]