View Source ArangoX Ecto
ArangoXEcto is an all-in-one Arango database adapter for the Elixir Ecto package. It has full support for Graphing, Arango Search, Geo Functions, AQL Integration, amongst other features.
table-of-contents
Table of Contents
- ArangoX Ecto
about-the-project
About The Project
After playing around with different packages that implemented ArangoDB in Elixir, I found that there wasn't a package that suited my needs. I needed ArangoDB to work with Ecto seamlessly but there was no up-to-date adapter for Ecto available. ArangoX Ecto uses the power of ArangoX to communicate with ArangoDB and Ecto for the API in Elixir. Ecto is integrated with many other packages and can now be used with ArangoDB thanks to this package.
From version 1.0.0 onward graph relationships work seamlessly in Ecto.
built-with
Built With
getting-started
Getting Started
To get the adapter integrated with your project, follow these simple steps.
prerequisites
Prerequisites
- Elixir 1.12.3+ / Erlang OTP 22.2+ (Others may versions may work but this is the oldest it is tested on)
installation
Installation
Add the following line to your mix dependencies to get started.
{:arangox_ecto, "~> 1.3"}
usage
Usage
To connect to the database you need to specify the config values like so:
config :my_app, MyApp.Repo,
database: "my_db",
endpoints: "http://1.2.3.4:8529"
Only database
and endpoints
are required but there are other available options can be found in the Arangox docs.
The database should be setup using
$ mix ecto.setup.arango
static-or-dynamic
Static or Dynamic
In addition to default config variables, the static
boolean config option can be passed to force the use of migrations. By default the value is false
and collections that don't exist will be created on insert and on query no error will be raised. If set to true
, any collections that do not exist on insert or query will result in an error to be raised.
Whether dynamic (default) or static is chosen defends on the database design of the project. For a production setup where lots of control is required, it is recommended to have static
set to true
.
If using static in production is better why is dynamic the default? Dynamic mode is the default because it is easier for development and testing then after that point static mode can be turned on for production.
basic-usage
Basic Usage
Repo Setup
To use the adapter in your repo, make sure your repo uses the ArangoXEcto.Adapter
module for the adapter.
defmodule MyApp.Repo do
use Ecto.Repo,
otp_app: :my_app,
adapter: ArangoXEcto.Adapter
end
Schema Setup
Since ArangoDB uses a slightly different id system, your schema must use the ArangoXEcto.Schema
instead of
Ecto.Schema
.
defmodule MyApp.Accounts.User do
use ArangoXEcto.Schema
import Ecto.Changeset
schema "users" do
field :first_name, :string
field :last_name, :string
timestamps()
end
@doc false
def changeset(app, attrs) do
app
|> cast(attrs, [:first_name, :last_name])
|> validate_required([:first_name, :last_name])
end
end
The options/1
and indexes/1
options can be optionally called inside the schema to set options and indexes to be created in dynamic mode. These options will have no effect in static mode.
For example, if you wanted to use a uuid as the key type and create an index on the email the following can be used.
defmodule MyApp.Accounts.User do
use ArangoXEcto.Schema
import Ecto.Changeset
options [
keyOptions: %{type: :uuid}
]
indexes [
[fields: [:email]]
]
schema "users" do
field :email, :string
timestamps()
end
@doc false
def changeset(app, attrs) do
app
|> cast(attrs, [:first_name, :last_name])
|> validate_required([:first_name, :last_name])
end
end
Please refer to the Schema documentation for more information on the available options.
Migration Setup
Using migrations is only required in static mode
If in dynamic mode (default), the adapter will automatically create collections if they don't already exist but there are cases where you might need to use a static system and hence migrations are required. For example, if you needed to create indexes as well, the following would be used.
Refer to ArangoXEcto.Migration for more information on usage.
defmodule MyApp.Repo.Migrations.CreateUsers do
use ArangoXEcto.Migration
def up do
create(collection(:users))
create(index("users", [:email]))
end
def down do
drop(collection(:users))
end
end
raw-aql-queries
Raw AQL queries
A lot of the time it is far more efficient to just run a raw AQL query, there's a function for that.
ArangoXEcto.aql_query(
Repo,
"FOR var in users FILTER var.first_name == @fname AND var.last_name == @lname RETURN var",
fname: "John",
lname: "Smith"
)
This query will return a result such as:
{:ok,
[
%{
"_id" => "users/12345",
"_key" => "12345",
"_rev" => "_bHZ8PAK---",
"first_name" => "John",
"last_name" => "Smith"
}
]}
This is awesome functionality, but a lot of the time we will want to resemble a specific struct. This is actually quite
easy with the help of the ArangoXEcto.load/2
function. The same query above could be extended to also convert
the output:
ArangoXEcto.aql_query(
Repo,
"FOR var in users FILTER var.first_name == @fname AND var.last_name == @lname RETURN var",
fname: "John",
lname: "Smith"
)
|> case do
{:ok, results} ->
results
|> ArangoXEcto.load(User)
{:error, _reason} -> []
end
This will return something like:
[
%User{
id: "12345",
first_name: "John",
last_name: "Smith"
}
]
This is clearly a much better representation of the result and can be used in further Ecto methods.
graph-relations
Graph Relations
The adapter will dynamically create and manage edge collections. Each edge collection will be created as an Ecto schema when they are first used. This will allow for more extensibility through Ecto onto the edges.
Generation of Edge Modules
The module will be created under the closest common parent module of the passed modules plus the Edges
alias. The order of the edge name will always be alphabetical to prevent duplicate edges.
For example, if the modules were MyApp.Apple.User
and MyApp.Apple.Banana.Post
then the edge would be created at
MyApp.Apple.Edges.PostsUsers
. This assumes that the edge collection name was generated and not explicitly defined,
if it was PostsUsers
would be replaced with the camel case of that collection name (i.e. posts_users
).
Graphing in Ecto
From version 1.0.0 onwards, edges are represented as traditional relationships in Ecto. This approach allows for the simplicity of simple management of edges but the complex querying through AQL.
The relationships are represented by an outgoing/3
and incoming/3
in the respective schemas.
For example if you wanted to create edges between A and B, with the direction A -> B then A would have outgoing/3
and B would have incoming/3
.
This directionality is simply for what is put in the _from
and _to
fields in the Arango edge collection, if you don't care about directionality, you
don't have to worry as much about which schema has outgoing/3
and incoming/3
.
One-to-One relationships
Additionally, one_outgoing/3
and one_incoming/3
can be used for one-to-one relationships. These do not actually create edges but just store the _id
of the target in a
field instead. The order of the outgoing & incoming in schemas does matter as a field will be created in the incoming schema.
One-to-Many relationships
Graph relationships are a good substitute for many-to-many relationships in a traditional relational database. One-to-Many relationships in ArangoDB will function exactly the same as in a relational database. Therefore you can just use the regular Ecto.Schema.has_many/3
and Echo.Schema.belongs_to/3
functions as documented in the Ecto docs.
How it works
Behind the scenes these outgoing & incoming helper macros are simply wrappers around the Ecto function Ecto.Schema.many_to_many/3
.
The one-to-one outgoing & incoming macros are just wrappers around Ecto.Schema.has_one/3
and Ecto.Schema.belongs_to/3
respectively.
Hence once setup the regular methods for handling Ecto relationships can be used.
In order to delete a specific edge, you can do it exactly as you would any other Ecto struct (since after all it is one) or Ecto relation.
Querying of edges can be done either through using an AQL query or by using Ecto methods.
Example
Let's say you wanted to create an edge between your Post
and User
schema. You could implement it as follows:
defmodule MyProject.User do
use ArangoXEcto.Schema
schema "users" do
field :name, :string
# Will use the automatically generated edge
outgoing :posts, MyProject.Post
# Or use the UserPosts edge
# outgoing :posts, MyProject.Post, edge: MyProject.UserPosts
end
end
defmodule MyProject.Post do
use ArangoXEcto.Schema
schema "posts" do
field :title, :string
# Will use the automatically generated edge
incoming :users, MyProject.User
# Or use the UserPosts edge
# incoming :users, MyProject.User, edge: MyProject.UserPosts
end
end
More information
To learn about using the schema functions for representing graph relationships and examples, read the docs at ArangoXEcto.Schema.
To read more about Edge Schemas and how to extend edge schemas to add additional fields, read the docs on ArangoXEcto.Edge.
To learn how to use the helper functions (as well as other useful methods) check out the full documentation.
arango-search
Arango Search
As of version 1.3.0 Arango Search functionality is built in. This builds off of the Ecto schema module for views so they can be searched and interacted with like regular collections. The view schemas are not exactly the same as collection or edge schemas because the views don't actually store or hold any data and aren't structs themselves. Views act as alias interfaces that over the collections and edge schemas.
Querying
Querying views works exactly the same as querying a regular collection or edge schema. For example, the following will work as you would expect.
# Module definition
defmodule UsersView do
use ArangoXEcto.View
alias ArangoXEcto.View.Link
view "user_search" do
primary_sort(:created_at, :asc)
store_value([:first_name], :lz4)
link(User, %Link{
includeAllFields: true,
fields: %{
last_name: %Link{
analyzers: [:text_en]
}
}
})
options(primarySortCompression: :lz4)
end
end
# Querying
iex> Repo.all(UsersView)
[%User{first_name: "John", last_name: "Smith"}, _]
In addition to regular querying ArangoDB has the AQL SEARCH
function for performing searches on views. This is implemented in ArangoXEcto using an additional
Ecto query macro. The search/3
and or_search/3
macros are provided to utalise this functionality. Details of how to use these functions can be found in
ArangoXEcto.Query and the ArangoXEcto.View modules.
Behind the scenes the search/3
and or_search/3
are just wrappers around the Ecto where clause that gets unwrapped at the point when the AQL query is generated.
Analyzers
Analyzers can also be defined from within an analyzer module. Refer to the ArangoXEcto.Analyzer module for documentation.
further-usage
Further Usage
For more examples and full documentation, please refer to the Documentation.
roadmap
Roadmap
See the the roadmap for a list of proposed features (and known issues) planned.
contributing
Contributing
Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.
Checkout the Contributing Guide.
license
License
Distributed under the Apache 2.0 License. See LICENSE for more information.
contact
Contact
Project Home: https://github.com/TomGrozev/arangox_ecto
acknowledgements
Acknowledgements
- mpoeter - Wrote the original Ecto Query to AQL code
- kianmeng - README changes & CI dep change
- bodbdigr - Fixed AQL query typespec
- hengestone - Added option to use different migrations directory