The goal of this document is to compare the performances of some of the existing packages.
- liqueueR 0.0.1 implements queues in pure R code which explains its slowness.
- hash 2.2.6.3 uses R environments to create hash tables. It is known that regular R enviroments leak memory.
- fastmap 1.2.0. The current implementation of collection::dict is actually inspired by it. However, a more efficient hash table library tommy is used.
- hashtab of R 4.2.
- We also compare to serveral base R implementations based on lists or environments, see here for details.
Dictionary
Note that base::new.env suffers from memory
leak issue. The performance gap between R environments and
collections::dict is mainly attributed to the overhead in
accessing the $get and $set methods from the
dict object.
