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lib/ecto_morph.ex

defmodule EctoMorph do
@moduledoc """
Utility functions for Ecto related stuff and things. Check out the functions docs to see what is
available.
"""
@typep ecto_struct :: Ecto.Schema.t()
@typep ecto_schema_module :: atom()
@typep map_with_string_keys :: %{required(String.t()) => any()}
@doc """
Takes some data and tries to convert it to a struct in the shape of the given schema. Casts values
to the types defined by the schema dynamically using ecto changesets.
Consider this:
iex> Jason.encode!(%{a: :b, c: Decimal.new("10")}) |> Jason.decode!
%{"a" => "b", "c" => "10"}
When we decode some JSON (e.g. from a jsonb column in the db or from a network request), the JSON gets
`decode`d by our Jason lib, but not all of the information is preserved; any atom keys become strings,
and if the value is a type that is not part of the JSON spec, it is casted to a string.
This means we cannot pass that JSON data directly into a struct/2 function and expect a shiny
Ecto struct back (struct!/2 will just raise, and struct/2 will silently return an empty struct)
UNTIL NOW!
Here we take care of casting the values in the json to the type that the given schema defines, as
well as turning the string keys into (existing) atoms. (We know they will be existing atoms
because they will exist in the schema definitions.)
We filter out any keys that are not defined in the schema, and if the first argument is a struct,
we call Map.from_struct/1 on it first. This can be useful for converting data between structs.
Check out the tests for more full examples.
### Examples
iex> defmodule Test do
...> use Ecto.Schema
...>
...> embedded_schema do
...> field(:pageviews, :integer)
...> end
...> end
...> {:ok, test = %Test{}} = to_struct(%{"pageviews" => "10"}, Test)
...> test.pageviews
10
iex> defmodule Test do
...> use Ecto.Schema
...>
...> embedded_schema do
...> field(:pageviews, :integer)
...> end
...> end
...> json = %{"pageviews" => "10", "ignored_field" => "ten"}
...> {:ok, test = %Test{}} = to_struct(json, Test)
...> test.pageviews
10
"""
@spec to_struct(map_with_string_keys | ecto_struct, ecto_schema_module) ::
{:ok, ecto_struct} | {:error, Ecto.Changeset.t()}
@spec to_struct(map_with_string_keys | ecto_struct, ecto_schema_module, list) ::
{:ok, ecto_struct} | {:error, Ecto.Changeset.t()}
def to_struct(data = %{__struct__: _}, schema), do: Map.from_struct(data) |> to_struct(schema)
def to_struct(data, schema), do: generate_changeset(data, schema) |> into_struct()
@doc """
Takes some data and tries to convert it to a struct in the shape of the given schema. Casts values
to the types defined by the schema dynamically using ecto changesets.
Accepts a whitelist of fields that you allow updates / inserts on. This list of fields can define
fields for inner schemas also like so:
```elixir
EctoMorph.to_struct(json, SchemaUnderTest, [
:boolean,
:name,
:binary,
:array_of_ints,
steamed_hams: [:pickles, double_nested_schema: [:value]]
])
```
We filter out any keys that are not defined in the schema, and if the first argument is a struct,
we call Map.from_struct/1 on it first. This can be useful for converting data between structs.
"""
def to_struct(data = %{__struct__: _}, schema, fields) do
Map.from_struct(data) |> to_struct(schema, fields)
end
def to_struct(data, schema, fields) do
generate_changeset(data, schema, fields)
|> into_struct
end
@doc """
Casts the given data into a changeset according to the types defined by the given `schema`. It
ignores any fields in `data` that are not defined in the schema, and recursively casts any embedded
fields to a changeset also. Accepts a different struct as the first argument, calling Map.to_struct
on it first. Also allows the schema to be an existing struct, in which case it will infer the schema
from the struct, and effectively update that struct with the changes supplied in data.
### Examples
```elixir
...> data = %{
...> "integer" => "77",
...> "steamed_hams" => [%{
...> "pickles" => 1,
...> "sauce_ratio" => "0.7",
...> "double_nested_schema" => %{"value" => "works!"}
...> }],
...> }
...> EctoMorph.generate_changeset(data, %SchemaUnderTest{integer: 2})
...>
```
"""
@spec generate_changeset(map() | ecto_struct, ecto_schema_module | ecto_struct) ::
Ecto.Changeset.t()
def generate_changeset(data = %{__struct__: _}, schema) do
generate_changeset(Map.from_struct(data), schema)
end
def generate_changeset(data, current = %{__struct__: schema}) do
with [] <- embedded_schema_fields(schema) do
current
|> Ecto.Changeset.cast(data, schema.__schema__(:fields))
else
embedded_fields ->
current
|> Ecto.Changeset.cast(data, non_embedded_schema_fields(schema))
|> cast_all_the_embeds(embedded_fields)
end
end
def generate_changeset(data, schema) do
with [] <- embedded_schema_fields(schema) do
schema
|> struct(%{})
|> Ecto.Changeset.cast(data, schema.__schema__(:fields))
else
embedded_fields ->
schema
|> struct(%{})
|> Ecto.Changeset.cast(data, non_embedded_schema_fields(schema))
|> cast_all_the_embeds(embedded_fields)
end
end
@doc """
Takes in a map of data and creates a changeset out of it by casting the data recursively, according
to the whitelist of fields in fields. The map of data may be a struct, and the fields whitelist
can whitelist fields of nested relations by providing a list for them as well.
### Examples
If we provide a whitelist of fields, we will be passed a changeset for the changes on those fields
only:
```elixir
...> data = %{
...> "integer" => "77",
...> "steamed_hams" => [%{
...> "pickles" => 1,
...> "sauce_ratio" => "0.7",
...> "double_nested_schema" => %{"value" => "works!"}
...> }],
...> }
...> EctoMorph.generate_changeset(data, SchemaUnderTest, [:integer])
...>
```
We can also define whitelists for any arbitrarily deep relation like so:
```elixir
...> data = %{
...> "integer" => "77",
...> "steamed_hams" => [%{
...> "pickles" => 1,
...> "sauce_ratio" => "0.7",
...> "double_nested_schema" => %{"value" => "works!"}
...> }],
...> }
...> EctoMorph.generate_changeset(data, SchemaUnderTest, [
...> :integer,
...> steamed_hams: [:pickles, double_nested_schema: [:value]]
...> ])
```
"""
@spec generate_changeset(map() | ecto_struct, ecto_schema_module | ecto_struct, list) ::
Ecto.Changeset.t()
def generate_changeset(data = %{__struct__: _}, schema_or_existing_struct, fields) do
generate_changeset(Map.from_struct(data), schema_or_existing_struct, fields)
end
def generate_changeset(data, schema_or_existing_struct, fields) do
with [] <- embedded_allowed_fields(fields) do
schema_or_existing_struct
|> struct!(%{})
|> Ecto.Changeset.cast(data, fields)
else
embedded_fields ->
schema_or_existing_struct
|> struct!(%{})
|> Ecto.Changeset.cast(data, non_embedded_allowed_fields(fields))
|> cast_embeded_fields(embedded_fields)
end
end
@doc "Returns a map of all of the schema fields contained within data"
@spec filter_by_schema_fields(map(), ecto_schema_module) :: map()
def filter_by_schema_fields(data, schema) do
Map.take(data, schema.__schema__(:fields))
end
@doc """
Take a changeset and returns a struct if there are no errors on the changeset. Returns an error
tuple with the invalid changeset otherwise.
"""
@spec into_struct(Ecto.Changeset.t()) :: {:ok, ecto_struct} | {:error, Ecto.Changeset.t()}
def into_struct(changeset = %{valid?: true}), do: {:ok, Ecto.Changeset.apply_changes(changeset)}
def into_struct(changeset), do: {:error, changeset}
@doc """
Creates a map out of the Ecto struct, removing the internal ecto fields. Optionally you can remove
the inserted_at and updated_at timestamp fields also by passing in :exclude_timestamps as an option
### Examples
iex> map_from_struct(%Test{}, [:exclude_timestamps])
%Test{foo: "bar", id: 10}
iex> map_from_struct(%Test{})
%Test{foo: "bar", updated_at: ~N[2000-01-01 23:00:07], inserted_at: ~N[2000-01-01 23:00:07], id: 10}
iex> map_from_struct(%Test{}, [:exclude_timestamps, :exclude_id])
%Test{foo: "bar"}
"""
@spec map_from_struct(ecto_struct) :: map()
@spec map_from_struct(ecto_struct, list()) :: map()
def map_from_struct(struct, options \\ []) do
mapping = %{
:exclude_timestamps => [:inserted_at, :updated_at],
:exclude_id => [:id],
nil => []
}
fields_to_drop =
Enum.reduce(options, [:__meta__], fn option, acc ->
acc ++ Map.get(mapping, option, nil)
end)
Map.from_struct(struct)
|> Map.drop(fields_to_drop)
end
defp cast_embeded_fields(changeset, embedded_fields) do
Enum.reduce(embedded_fields, changeset, fn {embedded_field, fields}, changeset ->
Ecto.Changeset.cast_embed(changeset, embedded_field,
with: fn struct, changes ->
generate_changeset(changes, struct.__struct__, fields)
end
)
end)
end
defp cast_all_the_embeds(changeset, embedded_fields) do
Enum.reduce(embedded_fields, changeset, fn embedded_field, changeset ->
Ecto.Changeset.cast_embed(changeset, embedded_field,
with: fn struct, changes -> generate_changeset(changes, struct.__struct__) end
)
end)
end
defp non_embedded_allowed_fields(fields) do
fields
|> Enum.filter(fn
{_embedded_field_name, _field} -> false
field when is_atom(field) -> true
end)
end
defp embedded_allowed_fields(fields) do
fields
|> Enum.filter(fn
{_embedded_field_name, _field} -> true
field when is_atom(field) -> false
end)
end
defp embedded_schema_fields(schema) do
Enum.filter(schema.__schema__(:fields), fn field ->
with {:embed, _} <- schema.__schema__(:type, field) do
true
else
_ -> false
end
end)
end
defp non_embedded_schema_fields(schema) do
Enum.filter(schema.__schema__(:fields), fn field ->
with {:embed, _} <- schema.__schema__(:type, field) do
false
else
_ -> true
end
end)
end
end