Skip to main content

Crate sdd

Crate sdd 

Source
Expand description

§Scalable Delayed Dealloc

Cargo Crates.io

A scalable lock-free delayed memory reclaimer that emulates garbage collection by keeping track of memory reachability.

The delayed deallocation algorithm is based on a variant of epoch-based reclamation where retired memory chunks are temporarily kept in thread-local storage until they are no longer reachable. It is similar to crossbeam_epoch; however, users will find sdd more straightforward to use as sdd provides smart pointer types along with raw pointer types. For instance, sdd::AtomicOwned, sdd::Owned, sdd::AtomicShared, and sdd::Shared retire the contained value when the last reference is dropped.

§Features

  • Lock-free epoch-based reclamation.
  • Provides both managed and unmanaged pointer types.
  • Loom support: features = ["loom"].

§Examples

  • AtomicOwned and Owned for managed instances.
  • AtomicShared and Shared for reference counted instances.
  • AtomicRaw and Owned for manual pointer operations.
use sdd::{suspend, AtomicOwned, AtomicRaw, AtomicShared, Guard, Owned, Ptr, RawPtr, Shared, Tag};
use std::sync::atomic::Ordering::Relaxed;

// `AtomicOwned<T>` and `Owned<T>` are smart pointers that exclusively own an instance of type `T`.
//
// `atomic_owned` owns `19`.
let atomic_owned: AtomicOwned<usize> = AtomicOwned::new(19);

// `AtomicShared<T>` and `Shared<T>` are smart pointers that retain shared ownership of an instance
// of type `T`.
//
// `AtomicShared<T>` and `Shared<T>` use an atomic counter to track references, which makes them
// generally much slower than `AtomicOwned<T>`, `AtomicRaw<T>`, and `Owned<T>`.
// 
// `atomic_shared` holds a reference to `17`. 
let atomic_shared: AtomicShared<usize> = AtomicShared::new(17);

// `AtomicRaw<T>` is analogous to `AtomicPtr<T>` in the standard library.
//
// `atomic_raw` can be used for atomic raw pointer operations.
let atomic_raw: AtomicRaw<usize> = AtomicRaw::null();

// `guard` prevents the garbage collector from dropping reachable instances.
let guard = Guard::new();

// `ptr` cannot outlive `guard`.
let mut ptr: Ptr<usize> = atomic_owned.load(Relaxed, &guard);
assert_eq!(*ptr.as_ref().unwrap(), 19);

// `atomic_owned`, `atomic_shared`, and `atomic_raw` can be tagged.
atomic_owned.update_tag_if(Tag::First, |p| p.tag() == Tag::None, Relaxed, Relaxed);
atomic_shared.update_tag_if(Tag::Second, |p| p.tag() == Tag::None, Relaxed, Relaxed);
atomic_raw.compare_exchange(
    RawPtr::null(),
    RawPtr::null().with_tag(Tag::Both),
    Relaxed,
    Relaxed,
    &guard);

// `ptr` is not tagged, so CAS fails.
assert!(atomic_owned.compare_exchange(
    ptr,
    (Some(Owned::new(18)), Tag::First),
    Relaxed,
    Relaxed,
    &guard).is_err());

// `ptr` can be tagged.
ptr.set_tag(Tag::First);

// The ownership of the contained instance is transferred to the return value.
let prev = atomic_shared.swap((Some(Shared::new(19)), Tag::None), Relaxed).0.unwrap();
assert_eq!(*prev, 17);

// `17` will be garbage-collected later.
drop(prev);

// `atomic_shared` can be converted into a `Shared`.
let shared: Shared<usize> = atomic_shared.into_shared(Relaxed).unwrap();
assert_eq!(*shared, 19);

// `Owned` can be converted into a `RawPtr` and set to `atomic_raw`.
let owned = Owned::new(7);
let raw_ptr = owned.into_raw();
atomic_raw.store(raw_ptr, Relaxed);

// `18` and `19` will be garbage-collected later.
drop(shared);
drop(atomic_owned);

// `19` is still valid as `guard` keeps the garbage collector from dropping it.
assert_eq!(*ptr.as_ref().unwrap(), 19);

// `7` can also be accessed through `atomic_raw`.
let raw_ptr = atomic_raw.load(Relaxed, &guard);

// Using an `RawPtr` requires an `unsafe` block.
assert_eq!(unsafe { *raw_ptr.into_ptr().as_ref().unwrap() }, 7);

// `RawPtr` can be converted into `Owned`.
let owned = unsafe { Owned::from_raw(raw_ptr).unwrap() };
drop(owned);

// Execution of a closure can be deferred until all the current readers are gone.
guard.defer_execute(|| println!("deferred"));
drop(guard);

// `sdd::Owned` and `sdd::Shared` can be nested.
let shared_nested: Shared<Owned<Shared<usize>>> = Shared::new(Owned::new(Shared::new(20)));
assert_eq!(***shared_nested, 20);

// If the thread is expected to lie dormant for a while, call `suspend()` to allow
// others to reclaim the memory.
suspend();

§Memory Overhead

Retired instances are stored in intrusive queues in thread-local storage, and therefore, additional space for (AtomicPtr<()> /* next */, fn(*mut ()) /* drop */) is allocated per instance.

§Performance

The average time taken to enter and exit a protected region: less than a nanosecond on Apple M4 Pro.

§Applications

sdd provides widely used lock-free concurrent data structures, including LinkedList, Bag, Queue, and Stack.

§LinkedList

LinkedList is a trait that implements lock-free concurrent singly linked list operations. It additionally provides a method for marking a linked list entry to denote a user-defined state.

use std::sync::atomic::Ordering::Relaxed;

use sdd::{AtomicShared, Guard, LinkedList, Shared};

#[derive(Default)]
struct L(AtomicShared<L>, usize);
impl LinkedList for L {
    fn link_ref(&self) -> &AtomicShared<L> {
        &self.0
    }
}

let guard = Guard::new();

let head: L = L::default();
let tail: Shared<L> = Shared::new(L(AtomicShared::null(), 1));

// A new entry is pushed.
assert!(head.push_back(tail.clone(), false, Relaxed, &guard).is_ok());
assert!(!head.is_marked(Relaxed));

// Users can mark a flag on an entry.
head.mark(Relaxed);
assert!(head.is_marked(Relaxed));

// `next_ptr` traverses the linked list.
let next_ptr = head.next_ptr(Relaxed, &guard);
assert_eq!(next_ptr.as_ref().unwrap().1, 1);

// Once `tail` is deleted, it becomes unreachable.
tail.delete_self(Relaxed);
assert!(head.next_ptr(Relaxed, &guard).is_null());

§Bag

Bag is a concurrent lock-free unordered container. Bag is completely opaque, disallowing access to contained instances until they are popped. Bag is especially efficient if the number of contained instances can be maintained under ARRAY_LEN (default: usize::BITS / 2)

use sdd::Bag;

let bag: Bag<usize> = Bag::default();

bag.push(1);
assert!(!bag.is_empty());
assert_eq!(bag.pop(), Some(1));
assert!(bag.is_empty());

§Queue

Queue is a concurrent lock-free first-in-first-out container.

use sdd::Queue;

let queue: Queue<usize> = Queue::default();

queue.push(1);
assert!(queue.push_if(2, |e| e.map_or(false, |x| **x == 1)).is_ok());
assert!(queue.push_if(3, |e| e.map_or(false, |x| **x == 1)).is_err());
assert_eq!(queue.pop().map(|e| **e), Some(1));
assert_eq!(queue.pop().map(|e| **e), Some(2));
assert!(queue.pop().is_none());

§Stack

Stack is a concurrent lock-free last-in-first-out container.

use sdd::Stack;

let stack: Stack<usize> = Stack::default();

stack.push(1);
stack.push(2);
assert_eq!(stack.pop().map(|e| **e), Some(2));
assert_eq!(stack.pop().map(|e| **e), Some(1));
assert!(stack.pop().is_none());

§Changelog

Re-exports§

pub use bag::Bag;
pub use queue::Queue;
pub use stack::Stack;

Modules§

bag
Bag is a lock-free concurrent unordered instance container.
queue
Queue is a lock-free concurrent first-in-first-out container.
stack
Stack is a lock-free concurrent last-in-first-out container.

Structs§

AtomicOwned
AtomicOwned and Owned are smart pointers that exclusively own an instance of type T.
AtomicRaw
AtomicRaw does not own the underlying instance, allowing the user to control the lifetime of instances of type T.
AtomicShared
AtomicShared and Shared are smart pointers that retain shared ownership of an instance of type T.
Epoch
Epoch is a unit of time that dictates the lifetime of retired memory regions.
Guard
Guard allows the user to read AtomicShared and keeps the underlying instance pinned to the thread.
LinkedEntry
LinkedEntry stores an instance of T and a link to the next entry.
Owned
Owned uniquely owns an instance.
Ptr
Ptr is a pointer that allows to safely access the pointed-to instance.
RawPtr
RawPtr is a raw pointer where the lifetime of the pointed-to instance is not managed.
Shared
Shared is a reference-counted handle to an instance.

Enums§

Tag
Tag is a four-state Enum that can be embedded in a pointer as the two least significant bits of the pointer value.

Traits§

LinkedList
LinkedList is a trait that implements lock-free singly linked list operations.

Functions§

suspend
Suspends the garbage collector of the current thread.