Awesome

Lens

A utility for working with nested data structures. Take a look at Nested data structures with functional lenses for a gentler introduction. Note that the blogpost was written using version 0.3.1 and there have been some API changes since then - see Upgrading for details.

Installation

The package can be installed by adding lens to your list of dependencies in mix.exs:

def deps do
  [
    {:lens, "~> 1.0.0"}
  ]
end

Upgrading

From pre-0.6.0

In 0.6.0 the function Lens.get got removed. The reason was that it was very easy to create a bug where a list was treated as a single element or vice-versa. Wherever you used Lens.get you now should either use Lens.one! if the invocation should always return exactly one element (this will crash if there is any other number of elements) or Lens.to_list and match on the result if you want to behave differently for different numbers of elements.

From pre-0.5.0

In 0.5.0 the function satisfy got renamed to filter while the previous version of filter was removed. The reason was that with the new arrangement there is a matching pair of filter/reject functions, and this should be more intuitive. Wherever you used Lens.filter(predicate) you can now use Lens.filter(Lens.all(), predicate).

Example

Lens allows you to separate which parts of a complex data structure need to be processed from the actual processing. Take the following:

data = %{
  main_widget: %{size: 200.5, subwidgets: [%{size: 120, subwidgets: [%{size: 200, subwidgets: []}]}]},
  other_widgets: [
    %{size: 16.5, subwidgets: [%{size: 120, subwidgets: []}]},
    %{size: 160.5, subwidgets: []},
    %{size: 121.9, subwidgets: []},
  ]
}

Let's say we're interested in the sizes of all widgets (be they the main widget or other widgets) that are larger than 100. We can construct a Lens object that describes these locations in the datastructure the following way:

lens = Lens.both(
  Lens.key(:main_widget),
  Lens.key(:other_widgets) |> Lens.all
)
|> Lens.seq_both(Lens.recur(Lens.key(:subwidgets) |> Lens.all))
|> Lens.key(:size)
|> Lens.filter(&(&1 > 100))

Given that we can:

Extract all the relevant data

iex> Lens.to_list(lens, data)
[200.5, 160.5, 121.9, 120, 200, 120]

Update the described locations in the data structure

iex> Lens.map(lens, data, &round/1)
%{main_widget: %{size: 201,
    subwidgets: [%{size: 120, subwidgets: [%{size: 200, subwidgets: []}]}]},
  other_widgets: [%{size: 16.5, subwidgets: [%{size: 120, subwidgets: []}]},
   %{size: 161, subwidgets: []}, %{size: 122, subwidgets: []}]}

Simultaneously update and return something from every location in the data

iex> Lens.get_and_map(lens, data, fn size -> {size, round(size)} end)
{[200.5, 160.5, 121.9, 120, 200, 120],
 %{main_widget: %{size: 201,
     subwidgets: [%{size: 120, subwidgets: [%{size: 200, subwidgets: []}]}]},
   other_widgets: [%{size: 16.5, subwidgets: [%{size: 120, subwidgets: []}]},
    %{size: 161, subwidgets: []}, %{size: 122, subwidgets: []}]}}

Lenses are also compatible with Access and associated Kernel functions:

iex> get_in([1, 2, 3], [Lens.all() |> Lens.filter(&Integer.is_odd/1)])
[1, 3]
iex> update_in([1, 2, 3], [Lens.all() |> Lens.filter(&Integer.is_odd/1)], fn x -> x + 1 end)
[2, 2, 4]
iex> get_and_update_in([1, 2, 3], [Lens.all() |> Lens.filter(&Integer.is_odd/1)], fn x -> {x - 1, x + 1} end)
{[0, 2], [2, 2, 4]}

Formatting

Normally, mix format will change definitions like:

deflens a_lens(), do: some() |> implementation()
deflensp a_private_lens(), do: some() |> implementation()

into:

deflens(a_lens(), do: some() |> implementation())
deflensp(a_private_lens(), do: some() |> implementation())

To avoid this, you can import lens's formatter settings in your formatter.exs:

# my_app/.formatter.exs
[
  import_deps: [:lens]
]