psqueues-0.2.8.0: Pure priority search queues
The psqueues package provides Priority Search Queues in three different flavors.
OrdPSQ k p v
, which uses theOrd k
instance to provide fast insertion, deletion and lookup. This implementation is based on Ralf Hinze's A Simple Implementation Technique for Priority Search Queues. Hence, it is similar to the PSQueue library, although it is considerably faster and provides a slightly different API.IntPSQ p v
is a far more efficient implementation. It fixes the key type toInt
and uses a radix tree (likeIntMap
) with an additional min-heap property.HashPSQ k p v
is a fairly straightforward extension ofIntPSQ
: it simply uses the keys' hashes as indices in theIntPSQ
. If there are any hash collisions, it uses anOrdPSQ
to resolve those. The performance of this implementation is comparable to that ofIntPSQ
, but it is more widely applicable since the keys are not restricted toInt
, but rather to anyHashable
datatype.
Each of the three implementations provides the same API, so they can be used interchangeably. The benchmarks show how they perform relative to one another, and also compared to the other Priority Search Queue implementations on Hackage: PSQueue and fingertree-psqueue.
Typical applications of Priority Search Queues include:
- Caches, and more specifically LRU Caches;
- Schedulers;
- Pathfinding algorithms, such as Dijkstra's and A*.