A Racket package for creating and composing pure functional lenses.
raco pkg install lens
A lens is a value that can be used to focus on a small subpiece of some larger structure. A lens splits some data structure into two pieces - a view, which is some small isolated component of the data structure, and a context, which is everything else. The context can have a new view placed into it. This makes a lens act like a pure functional getter and setter:
> (lens-view first-lens '(1 2 3)) 1 > (lens-set first-lens '(1 2 3) 'a) '(a 2 3)
Lenses are first class values and pure functional, so they can be abstracted over and functions that operate on lenses can be created. For instance, given a lens its view can be "updated":
> (lens-transform first-lens '(1 2 3) number->string) '("1" 2 3)
Additionaly, lenses are separate values from the objects they operate on, so they can be manipulated independently of any specific data. Functions can construct lenses, and operations can combine lenses. This allows for lens composition:
> (define first-of-b-key-lens (lens-compose first-lens (hash-ref-lens 'b))) > (define a-hash (hash 'a '(1 2 3) 'b '(10 20 30) 'c '(100 200 300))) > (lens-view first-of-b-key-lens a-hash) 10 > (lens-set first-of-b-key-lens a-hash 'foo) #hash((a . (1 2 3)) (b . (foo 20 30)) (c . (100 200 300)))
Lenses can also be joined together to form compound lenses that view many things:
> (define first-third-fifth-lens (lens-join/list first-lens third-lens fifth-lens)) > (lens-view first-third-fifth-lens '(1 2 3 4 5 6)) '(1 3 5) > (lens-set first-third-fifth-lens '(1 2 3 4 5 6) '(a b c)) '(a 2 b 4 c 6)
Lenses can also be extended to operate on some new data structure:
> (define first-of-each-lens (map-lens first-lens)) > (lens-view first-of-each-lens '((1 2) (3 4) (5 6))) '(1 3 5) > (lens-set first-of-each-lens '((1 2) (3 4) (5 6)) '(a b c)) '((a 2) (b 4) (c 6))
See the documentation for a full API reference
Lenses are most effective when you're dealing with the "giant ball of state" problem. When you have a large amount of state you need to pass around between code written in a functional style, it's difficult to update and manage it due to the lack of mutation "magically" updating your entire object graph when a function changes a small part of it. Lenses allow code to break down and manipulate portions of this state, simplifying interactions and updates.
In particular, consider using lenses if you find yourself doing any of the following:
mapover it easily"