Easy memoization for Julia.
using Memoize
@memoize function x(a)
println("Running")
a
end
julia> x(1)
Running
1
julia> x(1)
1
By default, Memoize.jl uses an ObjectIdDict
as a cache, but it's also possible to specify the type of the cache. If you want to cache vectors based on the values they contain, you probably want this:
using Memoize
@memoize Dict function x(a)
println("Running")
a
end
You can also specify the full function call for constructing the dictionary. For example, to use LRUCache.jl:
using Memoize
using LRUCache
@memoize LRU{Tuple{Any,Any},Any}(maxsize=2) function x(a, b)
println("Running")
a + b
end
julia> x(1,2)
Running
3
julia> x(1,2)
3
julia> x(2,2)
Running
4
julia> x(2,3)
Running
5
julia> x(1,2)
Running
3
julia> x(2,3)
5