Ecto
Ecto is split into 3 main components:
Ecto.Repo
- repositories are wrappers around the database. Via the repository, we can create, update, destroy and query existing entries. A repository needs an adapter and a URL to communicate to the databaseEcto.Model
- models provide a set of functionalities for defining data structures, how changes are performed in the storage, life-cycle callbacks and moreEcto.Query
- written in Elixir syntax, queries are used to retrieve information from a given repository. Queries in Ecto are secure, avoiding common problems like SQL Injection, and also provide type safety. Queries are composable via theEcto.Queryable
protocol
In the following sections, we will provide an overview of those components and how they interact with each other. Feel free to access their respective module documentation for more specific examples, options and configuration.
If you want to quickly check a sample application using Ecto, please check https://github.com/elixir-lang/ecto/tree/master/examples/simple.
Repositories
Ecto.Repo
is a wrapper around the database. We can define a
repository as follows:
defmodule Repo do
use Ecto.Repo, otp_app: :my_app
end
Where the configuration for the Repo must be in your application
environment, usually defined in your config/config.exs
:
config :my_app, Repo,
adapter: Ecto.Adapters.Postgres,
database: "ecto_simple",
username: "postgres",
password: "postgres",
hostname: "localhost"
Each repository in Ecto defines a start_link/0
function that needs to be invoked
before using the repository. In general, this function is not called directly,
but used as part of your application supervision tree.
If your application was generated with a supervisor (by passing --sup
to mix new
)
you will have a lib/my_app.ex
file containing the application start callback that
defines and starts your supervisor. You just need to edit the start/2
function to
start the repo as a worker on the supervisor:
def start(_type, _args) do
import Supervisor.Spec
children = [
worker(Repo, [])
]
opts = [strategy: :one_for_one, name: MyApp.Supervisor]
Supervisor.start_link(children, opts)
end
Models
Models provide a set of functionalities around structuring your data, defining relationships and applying changes to repositories.
For now, we will cover two of those:
Ecto.Schema
- provides the API necessary to define schemasEcto.Changeset
- defines how models should be changed in the database
Let’s see an example:
defmodule Weather do
use Ecto.Model
# weather is the DB table
schema "weather" do
field :city, :string
field :temp_lo, :integer
field :temp_hi, :integer
field :prcp, :float, default: 0.0
end
end
By defining a schema, Ecto automatically defines a struct with the schema fields:
iex> weather = %Weather{temp_lo: 30}
iex> weather.temp_lo
30
The schema also allows the model to interact with a repository:
iex> weather = %Weather{temp_lo: 0, temp_hi: 23}
iex> Repo.insert!(weather)
%Weather{...}
After persisting weather
to the database, it will return a new copy of
%Weather{}
with the primary key (the id
) set. We can use this value
to read a struct back from the repository:
# Get the struct back
iex> weather = Repo.get Weather, 1
%Weather{id: 1, ...}
# Update it
iex> weather = %{weather | temp_lo: 10}
iex> Repo.update!(weather)
%Weather{...}
# Delete it
iex> Repo.delete!(weather)
%Weather{...}
NOTE: by using
Ecto.Model
, an:id
field with type:integer
is generated by default, which is the primary key of the Model. If you want to use a different primary key, you can declare custom@primary_key
before theschema/2
call. Consult theEcto.Schema
documentation for more information.
Notice how the storage (repository) and the data are decoupled. This provides two main benefits:
By having structs as data, we guarantee they are light-weight, serializable structures. In many languages, the data is often represented by large, complex objects, with entwined state transactions, which makes serialization, maintenance and understanding hard;
- By making the storage explicit with repositories, we don’t pollute the repository with unnecessary overhead, providing straight-forward and performant access to storage;
Changesets
Although in the example above we have directly inserted and updated the model in the repository, most of the times, developers will use changesets to perform those operations.
Changesets allow developers to filter, cast, and validate changes before we apply them to a model. Imagine the given model:
defmodule User do
use Ecto.Model
schema "users" do
field :name
field :email
field :age, :integer
end
def changeset(user, params \\ nil) do
user
|> cast(params, ~w(name email), ~w(age))
|> validate_format(:email, ~r/@/)
|> validate_inclusion(:age, 0..130)
|> validate_unique(:email, on: Repo)
end
end
Since Ecto.Model
by default imports Ecto.Changeset
functions,
we use them to generate and manipulate a changeset in the changeset/2
function above.
First we invoke Ecto.Changeset.cast/4
with the model, the parameters
and a list of required and optional fields; this returns a changeset.
The parameter is a map with binary keys and a value that will be cast
based on the type defined on the model schema.
Any parameter that was not explicitly listed in the required or optional fields list will be ignored. Furthermore, if a field is given as required but it is not in the parameter map nor in the model, it will be marked with an error and the changeset is deemed invalid.
After casting, the changeset is given to many Ecto.Changeset.validate_*/2
functions that validate only the changed fields. In other words:
if a field was not given as a parameter, it won’t be validated at all.
For example, if the params map contain only the “name” and “email” keys,
the “age” validation won’t run.
As an example, let’s see how we could use the changeset above in a web application that needs to update users:
def update(id, params) do
changeset = User.changeset Repo.get!(User, id), params["user"]
if changeset.valid? do
user = Repo.update!(changeset)
send_resp conn, 200, "Ok"
else
send_resp conn, 400, "Bad request"
end
end
The changeset/2
function receives the user model and its parameters
and returns a changeset. If the changeset is valid, we persist the
changes to the database, otherwise, we handle the error by emitting
a bad request code.
Another example to create users:
def create(id, params) do
changeset = User.changeset %User{}, params["user"]
if changeset.valid? do
user = Repo.insert!(changeset)
send_resp conn, 200, "Ok"
else
send_resp conn, 400, "Bad request"
end
end
The benefit of having explicit changesets is that we can easily provide different changesets for different use cases. For example, one could easily provide specific changesets for create and update:
def changeset(user, :create, params) do
# Changeset on create
end
def changeset(user, :update, params) do
# Changeset on update
end
Query
Last but not least, Ecto allows you to write queries in Elixir and send them to the repository, which translates them to the underlying database. Let’s see an example:
import Ecto.Query, only: [from: 2]
query = from w in Weather,
where: w.prcp > 0 or is_nil(w.prcp),
select: w
# Returns %Weather{} structs matching the query
Repo.all(query)
Queries are defined and extended with the from
macro. The supported
keywords are:
:distinct
:where
:order_by
:offset
:limit
:lock
:group_by
:having
:join
:select
:preload
Examples and detailed documentation for each of those are available in the
Ecto.Query
module.
When writing a query, you are inside Ecto’s query syntax. In order to
access params values or invoke functions, you need to use the ^
operator, which is overloaded by Ecto:
def min_prcp(min) do
from w in Weather, where: w.prcp > ^min or is_nil(w.prcp)
end
Besides Repo.all/1
, which returns all entries, repositories also
provide Repo.one/1
, which returns one entry or nil, and Repo.one!/1
which returns one entry or raises.
Other topics
Mix tasks and generators
Ecto provides many tasks to help your workflow as well as code generators.
You can find all available tasks by typing mix help
inside a project
with Ecto listed as a dependency.
Ecto generators will automatically open the generated files if you have
ECTO_EDITOR
set in your environment variable.
Associations
Ecto supports defining associations on schemas:
defmodule Post do
use Ecto.Model
schema "posts" do
has_many :comments, Comment
end
end
defmodule Comment do
use Ecto.Model
schema "comments" do
field :title, :string
belongs_to :post, Post
end
end
Once an association is defined, Ecto provides a couple conveniences. The
first one is the Ecto.Model.assoc/2
function that allows us to easily
retrieve all associated data to a given struct:
import Ecto.Model
# Get all comments for the given post
Repo.all assoc(post, :comments)
# Or build a query on top of the associated comments
query = from c in assoc(post, :comments), where: c.title != nil
Repo.all(query)
Ecto also supports joins with associations:
query = from p in Post,
join: c in assoc(p, :comments),
select: {p, c}
[{post, comment}] = Repo.all(query)
When an association is defined, Ecto also defines a field in the model with the association name. By default, associations are not loaded into this field:
iex> post = Repo.get(Post, 42)
iex> post.comments
#Ecto.Association.NotLoaded<...>
However, developers can use the preload functionality in queries to automatically pre-populate the field:
iex> post = Repo.get from(p in Post, preload: [:comments]), 42
iex> post.comments
[%Comment{...}, %Comment{...}]
You can find more information about defining associations and each respective
association module in Ecto.Schema
docs.
NOTE: Ecto does not lazy load associations. While lazily loading associations may sound convenient at first, in the long run it becomes a source of confusion and performance issues.
Migrations
Ecto supports database migrations. You can generate a migration with:
$ mix ecto.gen.migration create_posts
This will create a new file inside priv/repo/migrations
with the up
and
down
functions. Check Ecto.Migration
for more information.