Introducing apply and map2

Here is the familiar map function.

f: 'a -> 'b

g: F<'a> -> <'b>

map: ('a -> 'b) -> F<'a> -> F<'b>

Here is the familiar ID function.

ID: 'a -> F<'a>

There is another way to convert from f to g besides directly using map.

It’s possible to create an “intermediate step,” ID(f), by putting the entire function f into a container using ID.

ID(f): F<'a -> 'b>

And then there is a new function, apply, which has the ability to convert from the “intermediate step” ID(f) to g.

Simply put, since we’ve decomposed map into ID and apply, conversely, the function composition of ID and apply results in map.

map = ID >> apply

apply: F<'a -> 'b> -> F<'a> -> F<'b>

Looking at the type of apply, we can see it is a function that has the ability to convert any function inside a container,

F<'a -> 'b>

into a Mapper Function between containers,

F<'a> -> F<'b>

However, in this form, it’s a bit difficult to imagine what this is useful for.

Here,

f: 'a -> 'b

can represent “any function,” and this could also be a High-Order Function (HOF) like:

Pattern 1: HOF Returns a Function

f: 'a -> ('b -> 'c)

By applying apply twice,

f: 'a -> ('b -> 'c)

can be converted into:

g: F<'a> -> F<'b> -> F<'c>

If we combine this operation, we can express it as a whole:

apply2: F<'a -> 'b -> 'c> -> F<'a> -> F<'b> -> F<'c>

Now, let’s once again connect it with:

ID: 'a -> F<'a>

ID >> apply2 = map2

We obtain:

map2: ('a -> 'b -> 'c) -> F<'a> -> F<'b> -> F<'c>