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enum.ex
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defprotocol Enumerable do
@moduledoc """
Enumerable protocol used by `Enum` and `Stream` modules.
When you invoke a function in the `Enum` module, the first argument
is usually a collection that must implement this protocol.
For example, the expression:
Enum.map([1, 2, 3], &(&1 * 2))
invokes `Enumerable.reduce/3` to perform the reducing operation that
builds a mapped list by calling the mapping function `&(&1 * 2)` on
every element in the collection and consuming the element with an
accumulated list.
Internally, `Enum.map/2` is implemented as follows:
def map(enumerable, fun) do
reducer = fn x, acc -> {:cont, [fun.(x) | acc]} end
Enumerable.reduce(enumerable, {:cont, []}, reducer) |> elem(1) |> :lists.reverse()
end
Notice the user-supplied function is wrapped into a `t:reducer/0` function.
The `t:reducer/0` function must return a tagged tuple after each step,
as described in the `t:acc/0` type. At the end, `Enumerable.reduce/3`
returns `t:result/0`.
This protocol uses tagged tuples to exchange information between the
reducer function and the data type that implements the protocol. This
allows enumeration of resources, such as files, to be done efficiently
while also guaranteeing the resource will be closed at the end of the
enumeration. This protocol also allows suspension of the enumeration,
which is useful when interleaving between many enumerables is required
(as in zip).
This protocol requires four functions to be implemented, `reduce/3`,
`count/1`, `member?/2`, and `slice/1`. The core of the protocol is the
`reduce/3` function. All other functions exist as optimizations paths
for data structures that can implement certain properties in better
than linear time.
"""
@typedoc """
The accumulator value for each step.
It must be a tagged tuple with one of the following "tags":
* `:cont` - the enumeration should continue
* `:halt` - the enumeration should halt immediately
* `:suspend` - the enumeration should be suspended immediately
Depending on the accumulator value, the result returned by
`Enumerable.reduce/3` will change. Please check the `t:result/0`
type documentation for more information.
In case a `t:reducer/0` function returns a `:suspend` accumulator,
it must be explicitly handled by the caller and never leak.
"""
@type acc :: {:cont, term} | {:halt, term} | {:suspend, term}
@typedoc """
The reducer function.
Should be called with the enumerable element and the
accumulator contents.
Returns the accumulator for the next enumeration step.
"""
@type reducer :: (term, term -> acc)
@typedoc """
The result of the reduce operation.
It may be *done* when the enumeration is finished by reaching
its end, or *halted*/*suspended* when the enumeration was halted
or suspended by the `t:reducer/0` function.
In case a `t:reducer/0` function returns the `:suspend` accumulator, the
`:suspended` tuple must be explicitly handled by the caller and
never leak. In practice, this means regular enumeration functions
just need to be concerned about `:done` and `:halted` results.
Furthermore, a `:suspend` call must always be followed by another call,
eventually halting or continuing until the end.
"""
@type result ::
{:done, term}
| {:halted, term}
| {:suspended, term, continuation}
@typedoc """
A partially applied reduce function.
The continuation is the closure returned as a result when
the enumeration is suspended. When invoked, it expects
a new accumulator and it returns the result.
A continuation can be trivially implemented as long as the reduce
function is defined in a tail recursive fashion. If the function
is tail recursive, all the state is passed as arguments, so
the continuation is the reducing function partially applied.
"""
@type continuation :: (acc -> result)
@typedoc """
A slicing function that receives the initial position and the
number of elements in the slice.
The `start` position is a number `>= 0` and guaranteed to
exist in the enumerable. The length is a number `>= 1` in a way
that `start + length <= count`, where `count` is the maximum
amount of elements in the enumerable.
The function should return a non empty list where
the amount of elements is equal to `length`.
"""
@type slicing_fun :: (start :: non_neg_integer, length :: pos_integer -> [term()])
@doc """
Reduces the enumerable into an element.
Most of the operations in `Enum` are implemented in terms of reduce.
This function should apply the given `t:reducer/0` function to each
item in the enumerable and proceed as expected by the returned
accumulator.
See the documentation of the types `t:result/0` and `t:acc/0` for
more information.
## Examples
As an example, here is the implementation of `reduce` for lists:
def reduce(_list, {:halt, acc}, _fun), do: {:halted, acc}
def reduce(list, {:suspend, acc}, fun), do: {:suspended, acc, &reduce(list, &1, fun)}
def reduce([], {:cont, acc}, _fun), do: {:done, acc}
def reduce([head | tail], {:cont, acc}, fun), do: reduce(tail, fun.(head, acc), fun)
"""
@spec reduce(t, acc, reducer) :: result
def reduce(enumerable, acc, fun)
@doc """
Retrieves the number of elements in the enumerable.
It should return `{:ok, count}` if you can count the number of elements
in the enumerable.
Otherwise it should return `{:error, __MODULE__}` and a default algorithm
built on top of `reduce/3` that runs in linear time will be used.
"""
@spec count(t) :: {:ok, non_neg_integer} | {:error, module}
def count(enumerable)
@doc """
Checks if an element exists within the enumerable.
It should return `{:ok, boolean}` if you can check the membership of a
given element in the enumerable with `===/2` without traversing the whole
enumerable.
Otherwise it should return `{:error, __MODULE__}` and a default algorithm
built on top of `reduce/3` that runs in linear time will be used.
"""
@spec member?(t, term) :: {:ok, boolean} | {:error, module}
def member?(enumerable, element)
@doc """
Returns a function that slices the data structure contiguously.
It should return `{:ok, size, slicing_fun}` if the enumerable has
a known bound and can access a position in the enumerable without
traversing all previous elements.
Otherwise it should return `{:error, __MODULE__}` and a default
algorithm built on top of `reduce/3` that runs in linear time will be
used.
## Differences to `count/1`
The `size` value returned by this function is used for boundary checks,
therefore it is extremely important that this function only returns `:ok`
if retrieving the `size` of the enumerable is cheap, fast and takes constant
time. Otherwise the simplest of operations, such as `Enum.at(enumerable, 0)`,
will become too expensive.
On the other hand, the `count/1` function in this protocol should be
implemented whenever you can count the number of elements in the collection.
"""
@spec slice(t) ::
{:ok, size :: non_neg_integer(), slicing_fun()}
| {:error, module()}
def slice(enumerable)
end
defmodule Enum do
import Kernel, except: [max: 2, min: 2]
@moduledoc """
Provides a set of algorithms to work with enumerables.
In Elixir, an enumerable is any data type that implements the
`Enumerable` protocol. `List`s (`[1, 2, 3]`), `Map`s (`%{foo: 1, bar: 2}`)
and `Range`s (`1..3`) are common data types used as enumerables:
iex> Enum.map([1, 2, 3], fn x -> x * 2 end)
[2, 4, 6]
iex> Enum.sum([1, 2, 3])
6
iex> Enum.map(1..3, fn x -> x * 2 end)
[2, 4, 6]
iex> Enum.sum(1..3)
6
iex> map = %{"a" => 1, "b" => 2}
iex> Enum.map(map, fn {k, v} -> {k, v * 2} end)
[{"a", 2}, {"b", 4}]
However, many other enumerables exist in the language, such as `MapSet`s
and the data type returned by `File.stream!/3` which allows a file to be
traversed as if it was an enumerable.
The functions in this module work in linear time. This means that,
the larger the enumerable, the longer it will take to perform the desired
operation. This is expected on operations such as `Enum.map/2`. After all,
if we want to traverse every element on a list, the longer the list, the
more elements we need to traverse, and the longer it will take.
This linear behaviour should also be expected on operations like `count/1`,
`member?/2`, `at/2` and similar. While Elixir does allow data types to
provide performant variants for such operations, you should not expect it
to always be available, since the `Enum` module is meant to work with a
large variety of data types and not all data types can provide optimized
behaviour.
Finally, note the functions in the `Enum` module are eager: they will
traverse the enumerable as soon as they are invoked. This is particularly
dangerous when working with infinite enumerables. In such cases, you should
use the `Stream` module, which allows you to lazily express computations,
without traversing collections, and work with possibly infinite collections.
See the `Stream` module for examples and documentation.
"""
@compile :inline_list_funcs
@type t :: Enumerable.t()
@type acc :: any
@type element :: any
@type index :: integer
@type default :: any
require Stream.Reducers, as: R
defmacrop skip(acc) do
acc
end
defmacrop next(_, entry, acc) do
quote(do: [unquote(entry) | unquote(acc)])
end