View Source Protocols
Protocols are a mechanism to achieve polymorphism in Elixir where you want the behaviour to vary depending on the data type. We are already familiar with one way of solving this type of problem: via pattern matching and guard clauses. Consider a simple utility module that would tell us the type of input variable:
defmodule Utility do
def type(value) when is_binary(value), do: "string"
def type(value) when is_integer(value), do: "integer"
# ... other implementations ...
end
If the use of this module were confined to your own project, you would be able to keep defining new type/1
functions for each new data type. However, this code could be problematic if it was shared as a dependency by multiple apps because there would be no easy way to extend its functionality.
This is where protocols can help us: protocols allow us to extend the original behaviour for as many data types as we need. That's because dispatching on a protocol is available to any data type that has implemented the protocol and a protocol can be implemented by anyone, at any time.
Here's how we could write the same Utility.type/1
functionality as a protocol:
defprotocol Utility do
@spec type(t) :: String.t()
def type(value)
end
defimpl Utility, for: BitString do
def type(_value), do: "string"
end
defimpl Utility, for: Integer do
def type(_value), do: "integer"
end
We define the protocol using defprotocol/2
- its functions and specs may look similar to interfaces or abstract base classes in other languages. We can add as many implementations as we like using defimpl/2
. The output is exactly the same as if we had a single module with multiple functions:
iex> Utility.type("foo")
"string"
iex> Utility.type(123)
"integer"
With protocols, however, we are no longer stuck having to continuously modify the same module to support more and more data types. For example, we could spread the defimpl
calls above over multiple files and Elixir will dispatch the execution to the appropriate implementation based on the data type. Functions defined in a protocol may have more than one input, but the dispatching will always be based on the data type of the first input.
One of the most common protocols you may encounter is the String.Chars
protocol: implementing its to_string/1
function for your custom structs will tell the Elixir kernel how to represent them as strings. We will explore all built-in protocols later. For now, let's implement our own.
Example
Now that you have seen an example of the type of problem protocols help solve and how they solve them, let's look at a more in-depth example.
In Elixir, we have two idioms for checking how many items there are in a data structure: length
and size
. length
means the information must be computed. For example, length(list)
needs to traverse the whole list to calculate its length. On the other hand, tuple_size(tuple)
and byte_size(binary)
do not depend on the tuple and binary size as the size information is pre-computed in the data structure.
Even if we have type-specific functions for getting the size built into Elixir (such as tuple_size/1
), we could implement a generic Size
protocol that all data structures for which size is pre-computed would implement.
The protocol definition would look like this:
defprotocol Size do
@doc "Calculates the size (and not the length!) of a data structure"
def size(data)
end
The Size
protocol expects a function called size
that receives one argument (the data structure we want to know the size of) to be implemented. We can now implement this protocol for the data structures that would have a compliant implementation:
defimpl Size, for: BitString do
def size(string), do: byte_size(string)
end
defimpl Size, for: Map do
def size(map), do: map_size(map)
end
defimpl Size, for: Tuple do
def size(tuple), do: tuple_size(tuple)
end
We didn't implement the Size
protocol for lists as there is no "size" information pre-computed for lists, and the length of a list has to be computed (with length/1
).
Now with the protocol defined and implementations in hand, we can start using it:
iex> Size.size("foo")
3
iex> Size.size({:ok, "hello"})
2
iex> Size.size(%{label: "some label"})
1
Passing a data type that doesn't implement the protocol raises an error:
iex> Size.size([1, 2, 3])
** (Protocol.UndefinedError) protocol Size not implemented for [1, 2, 3] of type List
It's possible to implement protocols for all Elixir data types:
Protocols and structs
The power of Elixir's extensibility comes when protocols and structs are used together.
In the previous chapter, we have learned that although structs are maps, they do not share protocol implementations with maps. For example, MapSet
s (sets based on maps) are implemented as structs. Let's try to use the Size
protocol with a MapSet
:
iex> Size.size(%{})
0
iex> set = %MapSet{} = MapSet.new
MapSet.new([])
iex> Size.size(set)
** (Protocol.UndefinedError) protocol Size not implemented for MapSet.new([]) of type MapSet (a struct)
Instead of sharing protocol implementation with maps, structs require their own protocol implementation. Since a MapSet
has its size precomputed and accessible through MapSet.size/1
, we can define a Size
implementation for it:
defimpl Size, for: MapSet do
def size(set), do: MapSet.size(set)
end
If desired, you could come up with your own semantics for the size of your struct. Not only that, you could use structs to build more robust data types, like queues, and implement all relevant protocols, such as Enumerable
and possibly Size
, for this data type.
defmodule User do
defstruct [:name, :age]
end
defimpl Size, for: User do
def size(_user), do: 2
end
Implementing Any
Manually implementing protocols for all types can quickly become repetitive and tedious. In such cases, Elixir provides two options: we can explicitly derive the protocol implementation for our types or automatically implement the protocol for all types. In both cases, we need to implement the protocol for Any
.
Deriving
Elixir allows us to derive a protocol implementation based on the Any
implementation. Let's first implement Any
as follows:
defimpl Size, for: Any do
def size(_), do: 0
end
The implementation above is arguably not a reasonable one. For example, it makes no sense to say that the size of a PID
or an Integer
is 0
.
However, should we be fine with the implementation for Any
, in order to use such implementation we would need to tell our struct to explicitly derive the Size
protocol:
defmodule OtherUser do
@derive [Size]
defstruct [:name, :age]
end
When deriving, Elixir will implement the Size
protocol for OtherUser
based on the implementation provided for Any
.
Fallback to Any
Another alternative to @derive
is to explicitly tell the protocol to fallback to Any
when an implementation cannot be found. This can be achieved by setting @fallback_to_any
to true
in the protocol definition:
defprotocol Size do
@fallback_to_any true
def size(data)
end
As we said in the previous section, the implementation of Size
for Any
is not one that can apply to any data type. That's one of the reasons why @fallback_to_any
is an opt-in behaviour. For the majority of protocols, raising an error when a protocol is not implemented is the proper behaviour. That said, assuming we have implemented Any
as in the previous section:
defimpl Size, for: Any do
def size(_), do: 0
end
Now all data types (including structs) that have not implemented the Size
protocol will be considered to have a size of 0
.
Which technique is best between deriving and falling back to Any
depends on the use case but, given Elixir developers prefer explicit over implicit, you may see many libraries pushing towards the @derive
approach.
Built-in protocols
Elixir ships with some built-in protocols. In previous chapters, we have discussed the Enum
module which provides many functions that work with any data structure that implements the Enumerable
protocol:
iex> Enum.map([1, 2, 3], fn x -> x * 2 end)
[2, 4, 6]
iex> Enum.reduce(1..3, 0, fn x, acc -> x + acc end)
6
Another useful example is the String.Chars
protocol, which specifies how to convert a data structure to its human representation as a string. It's exposed via the to_string
function:
iex> to_string(:hello)
"hello"
Notice that string interpolation in Elixir calls the to_string
function:
iex> "age: #{25}"
"age: 25"
The snippet above only works because numbers implement the String.Chars
protocol. Passing a tuple, for example, will lead to an error:
iex> tuple = {1, 2, 3}
{1, 2, 3}
iex> "tuple: #{tuple}"
** (Protocol.UndefinedError) protocol String.Chars not implemented for {1, 2, 3} of type Tuple
When there is a need to "print" a more complex data structure, one can use the inspect
function, based on the Inspect
protocol:
iex> "tuple: #{inspect(tuple)}"
"tuple: {1, 2, 3}"
The Inspect
protocol is the protocol used to transform any data structure into a readable textual representation. This is what tools like IEx use to print results:
iex> {1, 2, 3}
{1, 2, 3}
iex> %User{}
%User{name: "john", age: 27}
Keep in mind that, by convention, whenever the inspected value starts with #
, it is representing a data structure in non-valid Elixir syntax. This means the inspect protocol is not reversible as information may be lost along the way:
iex> inspect &(&1+2)
"#Function<6.71889879/1 in :erl_eval.expr/5>"
There are other protocols in Elixir but this covers the most common ones. You can learn more about protocols and implementations in the Protocol
module.