Getting Started

Keyword lists and maps

Now let’s talk about associative data structures. Associative data structures are able to associate a key to a certain value. Different languages call these different names like dictionaries, hashes, associative arrays, etc.

In Elixir, we have two main associative data structures: keyword lists and maps. It’s time to learn more about them!

Keyword lists

Keyword lists are a data-structure used to pass options to functions. Imagine you want to split a string of numbers. We can use String.split/2:

iex> String.split("1 2 3", " ")
["1", "2", "3"]

However, what happens if there is an additional space between the numbers:

iex> String.split("1  2  3", " ")
["1", "", "2", "", "3"]

As you can see, there are now empty strings in our results. Luckily, the String.split/3 function allows the trim option to be set to true:

iex> String.split("1  2  3", " ", [trim: true])
["1", "2", "3"]

[trim: true] is a keyword list. Furthermore, when a keyword list is the last argument of a function, we can skip the brackets and write:

iex> String.split("1  2  3", " ", trim: true)
["1", "2", "3"]

As the name implies, keyword lists are simply lists. In particular, keyword lists are 2-item tuples where the first element (the key) is an atom and the second element can be any value. Both representations are the same:

iex> [{:trim, true}] == [trim: true]

Since keyword lists are lists, we can use all operations available to lists. For example, we can use ++ to add new values to a keyword list:

iex> list = [a: 1, b: 2]
[a: 1, b: 2]
iex> list ++ [c: 3]
[a: 1, b: 2, c: 3]
iex> [a: 0] ++ list
[a: 0, a: 1, b: 2]

You can read the value of a keyword list using the brackets syntax:

iex> list[:a]
iex> list[:b]

In case of duplicate keys, values added to the front are the ones fetched:

iex> new_list = [a: 0] ++ list
[a: 0, a: 1, b: 2]
iex> new_list[:a]

Keyword lists are important because they have three special characteristics:

  • Keys must be atoms.
  • Keys are ordered, as specified by the developer.
  • Keys can be given more than once.

For example, the Ecto library makes use of these features to provide an elegant DSL for writing database queries:

query =
  from w in Weather,
    where: w.prcp > 0,
    where: w.temp < 20,
    select: w

Although we can pattern match on keyword lists, it is rarely done in practice since pattern matching on lists requires the number of items and their order to match:

iex> [a: a] = [a: 1]
[a: 1]
iex> a
iex> [a: a] = [a: 1, b: 2]
** (MatchError) no match of right hand side value: [a: 1, b: 2]
iex> [b: b, a: a] = [a: 1, b: 2]
** (MatchError) no match of right hand side value: [a: 1, b: 2]

In order to manipulate keyword lists, Elixir provides the Keyword module. Remember, though, keyword lists are simply lists, and as such they provide the same linear performance characteristics as them: the longer the list, the longer it will take to find a key, to count the number of items, and so on. For this reason, keyword lists are used in Elixir mainly for passing optional values. If you need to store many items or guarantee one-key associates with at maximum one-value, you should use maps instead.


Whenever you need a key-value store, maps are the “go to” data structure in Elixir. A map is created using the %{} syntax:

iex> map = %{:a => 1, 2 => :b}
%{2 => :b, :a => 1}
iex> map[:a]
iex> map[2]
iex> map[:c]

Compared to keyword lists, we can already see two differences:

  • Maps allow any value as a key.
  • Maps’ keys do not follow any ordering.

In contrast to keyword lists, maps are very useful with pattern matching. When a map is used in a pattern, it will always match on a subset of the given value:

iex> %{} = %{:a => 1, 2 => :b}
%{2 => :b, :a => 1}
iex> %{:a => a} = %{:a => 1, 2 => :b}
%{2 => :b, :a => 1}
iex> a
iex> %{:c => c} = %{:a => 1, 2 => :b}
** (MatchError) no match of right hand side value: %{2 => :b, :a => 1}

As shown above, a map matches as long as the keys in the pattern exist in the given map. Therefore, an empty map matches all maps.

Variables can be used when accessing, matching and adding map keys:

iex> n = 1
iex> map = %{n => :one}
%{1 => :one}
iex> map[n]
iex> %{^n => :one} = %{1 => :one, 2 => :two, 3 => :three}
%{1 => :one, 2 => :two, 3 => :three}

The Map module provides a very similar API to the Keyword module with convenience functions to manipulate maps:

iex> Map.get(%{:a => 1, 2 => :b}, :a)
iex> Map.put(%{:a => 1, 2 => :b}, :c, 3)
%{2 => :b, :a => 1, :c => 3}
iex> Map.to_list(%{:a => 1, 2 => :b})
[{2, :b}, {:a, 1}]

Maps have the following syntax for updating a key’s value:

iex> map = %{:a => 1, 2 => :b}
%{2 => :b, :a => 1}

iex> %{map | 2 => "two"}
%{2 => "two", :a => 1}
iex> %{map | :c => 3}
** (KeyError) key :c not found in: %{2 => :b, :a => 1}

The syntax above requires the given key to exist. It cannot be used to add new keys. For example, using it with the :c key failed because there is no :c in the map.

When all the keys in a map are atoms, you can use the keyword syntax for convenience:

iex> map = %{a: 1, b: 2}
%{a: 1, b: 2}

Another interesting property of maps is that they provide their own syntax for accessing atom keys:

iex> map = %{:a => 1, 2 => :b}
%{2 => :b, :a => 1}

iex> map.a
iex> map.c
** (KeyError) key :c not found in: %{2 => :b, :a => 1}

Elixir developers typically prefer to use the map.field syntax and pattern matching instead of the functions in the Map module when working with maps because they lead to an assertive style of programming. This blog post by José Valim provides insight and examples on how you get more concise and faster software by writing assertive code in Elixir.

do-blocks and keywords

As we have seen, keywords are mostly used in the language to pass optional values. In fact, we have used keywords before in this guide. For example, we have seen:

iex> if true do
...>   "This will be seen"
...> else
...>   "This won't"
...> end
"This will be seen"

It happens that do blocks are nothing more than a syntax convenience on top of keywords. We can rewrite the above to:

iex> if true, do: "This will be seen", else: "This won't"
"This will be seen"

Pay close attention to both syntaxes. In the keyword list format, we separate each key-value pair with commas, and each key is followed by :. In the do-blocks, we get rid of the commas and separate each keyword by a newline. They are useful exactly because they remove the verbosity when writing blocks of code. Most of the time, you will use the block syntax, but it is good to know they are equivalent.

Note that only a handful of keyword lists can be converted to blocks: do, else, catch, rescue, and after. Those are all the keywords used by Elixir control-flow constructs. We have already learned some of them and we will learn others in the future.

With this out of the way, let’s see how we can work with nested data structures.

Nested data structures

Often we will have maps inside maps, or even keywords lists inside maps, and so forth. Elixir provides conveniences for manipulating nested data structures via the put_in/2, update_in/2 and other macros giving the same conveniences you would find in imperative languages while keeping the immutable properties of the language.

Imagine you have the following structure:

iex> users = [
  john: %{name: "John", age: 27, languages: ["Erlang", "Ruby", "Elixir"]},
  mary: %{name: "Mary", age: 29, languages: ["Elixir", "F#", "Clojure"]}
  john: %{age: 27, languages: ["Erlang", "Ruby", "Elixir"], name: "John"},
  mary: %{age: 29, languages: ["Elixir", "F#", "Clojure"], name: "Mary"}

We have a keyword list of users where each value is a map containing the name, age and a list of programming languages each user likes. If we wanted to access the age for john, we could write:

iex> users[:john].age

It happens we can also use this same syntax for updating the value:

iex> users = put_in users[:john].age, 31
  john: %{age: 31, languages: ["Erlang", "Ruby", "Elixir"], name: "John"},
  mary: %{age: 29, languages: ["Elixir", "F#", "Clojure"], name: "Mary"}

The update_in/2 macro is similar but allows us to pass a function that controls how the value changes. For example, let’s remove “Clojure” from Mary’s list of languages:

iex> users = update_in users[:mary].languages, fn languages -> List.delete(languages, "Clojure") end
  john: %{age: 31, languages: ["Erlang", "Ruby", "Elixir"], name: "John"},
  mary: %{age: 29, languages: ["Elixir", "F#"], name: "Mary"}

There is more to learn about put_in/2 and update_in/2, including the get_and_update_in/2 that allows us to extract a value and update the data structure at once. There are also put_in/3, update_in/3 and get_and_update_in/3 which allow dynamic access into the data structure. Check their respective documentation in the Kernel module for more information.

This concludes our introduction to associative data structures in Elixir. You will find out that, given keyword lists and maps, you will always have the right tool to tackle problems that require associative data structures in Elixir.

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