#lazy-evaluation #clone #immutability #immutable-data

lazy-cogs

Lazy Cogs is a implementation of lazy clonable data structures

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new 1.0.0 Apr 14, 2024

#885 in Data structures

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Lazy Cogs

A Rust library that implements simple lazy clonable data structures using the concepts of immutable data structures.

What is lazy cloning?

Lazy cloning is a technich that lets one clone a data structure in O(1) time. It means that the amount of time needed to clone the data structure is constant and "doesn't depends on the amount of data held by the structure".

How is it possible?

Reference counting. Instead of calling real Clone::clone, Lazy Cogs does Rc::clone behind the scenes (or Arc::clone for our Atomic variants). This works because we asume that the cloned structure will not be mutated. So we just throw references to the original data.

Immutable means I can't change the data?

No. Immutable means that it's most likely to not be mutated. But in fact you can mutate the data. When data is mutated actual Clone::clones are done. In our builtin implementations, we make sure that every attempt to mutate data doesn't affect any other clone.

That's the beautiful of laziness. Why should I take a huge amount of time cloning data that could be cheap references? I'll only clone when absolutely needed.

Why use Lazy Cogs?

We provide a LazyClone trait and two lazy cloning wrappers Lc and Alc (thread-safe). The trait is useful for defining yourself how your data structures can be lazily cloned. While the wrappers are used to wrap data that doesn't implements LazyClone inside your strutures.

It's worth to mention that data that implements Copy isn't worthy to wrap in a Lc, Alc nor implement LazyClone. Also if there's a struture that does the job and implements LazyClone it's recommended to use it instead of wrapping another that isn't LazyCloneable with Lc or Alc.

The LazyClone Trait

It's a trait that has three methods:

  • lazy: produces a lazy clone of the data
  • eager: produces a eager clone (regular clone) of the data. Useful for when you know that data is going to be mutated
  • is_mutable: verifies if the structure can be mutated without affecting its lazy clones

The trait is implemented by Lcand Alc.

Collections

Lazy Cogs also provides some out-of-the-box lazy implementations of collections. At the moment just LazyVec and LazyList (both with Atomic variants) which are respectively implementations of a Vec and a LinkedList. They aren't simple wrappers, they have some internal logic that makes them lazy.

No runtime deps