# ecto_anon
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Simple way to handle data anonymization directly in your [Ecto](https://github.com/elixir-ecto/ecto) schemas
---
## Table of Contents
- [Installation](#installation)
- [Usage](#usage)
- [Schema](#schema)
- [Migrations](#migrations)
- [Options](#options)
- [Contributing](#contributing)
- [Testing](#testing)
- [License](#license)
# Installation
Add `:ecto_anon` to your `mix.exs` dependencies:
```elixir
def deps do
[
{:ecto_anon, "~> 0.5.0"}
]
end
```
# Usage
Define an `anon_schema` with all fields you want to be anonymized in your schema module
```elixir
defmodule User do
use Ecto.Schema
use EctoAnon.Schema
anon_schema [
:email
]
schema "users" do
field :name, :string
field :age, :integer
field :email, :string
end
end
```
Then use `EctoAnon.run` to apply anonymization on desired resource
```elixir
user = Repo.get(User, id)
%User{name: "jane", age: 0, email: "jane@email.com"}
EctoAnon.run(user, Repo)
{:ok, %User{name: "jane", age: 0, email: "redacted"}}
```
## Schema
Declare an `anon_schema` with all fields you want to anonymize (regular fields, associations, embeds)
```elixir
defmodule User do
use Ecto.Schema
use EctoAnon.Schema
anon_schema [
:email
]
schema "users" do
field :name, :string
field :age, :integer
field :email, :string
anonymized()
end
end
```
By adding a [anonymized field in your migration](#migrations), you can add `anonymized()` in your schema just like `timestamps()`.
### Default values
By default, a field will be anonymized with a default value based on its type
| type | value |
| ------------------- | --------------------------------- |
| integer | 0 |
| float | 0.0 |
| string | redacted |
| map | %{} |
| decimal | Decimal . new ( " 0.0 " ) |
| date | ~D[ 1970-01-01 ] |
| datetime | ~U[ 1970-01-01 00:00:00Z ] |
| datetime_usec | ~U[ 1970-01-01 00:00:00.000000Z ] |
| naive_datetime | ~N[ 1970-01-01 00:00:00 ] |
| naive_datetime_usec | ~N[ 1970-01-01 00:00:00.000000 ] |
| time | ~T[ 00:00:00 ] |
| time_usec | ~T[ 00:00:00.000000 ] |
| boolean | no change |
| id | no change |
| binary_id | no change |
| binary | no change |
### Native anonymization functions
```elixir
anon_schema([
email: :anonymized_email,
birthdate: [:anonymized_date, options: [:only_year]]
])
```
Natively, `ecto_anon` embeds differents functions to suit your needs
| function | role | options |
| ----------------- | -------------------------------------------------- | ---------- |
| :anonymized_date | Anonymizes partially or completely a date/datetime | :only_year |
| :anonymized_email | Anonymizes partially or completely an email | :partial |
| :anonymized_phone | Anonymizes a phone number (currently only FR) | |
| :random_uuid | Returns a random UUID | |
### Custom functions
```elixir
anon_schema([
address: &__MODULE__.anonymized_address/3
])
def anonymized_address(:map, %{} = address, _opts \\ []) do
address
|> Map.drop(["street"])
end
```
You can also pass custom functions with the following signature: `function(type, value, options)`
## Migrations
By importing `EctoAnon.Migration` in your ecto migration file, you can add an `anonymized()` macro that will generate an `anonymized` boolean field in your table:
```elixir
defmodule MyApp.Repo.Migrations.CreateUser do
use Ecto.Migration
import EctoAnon.Migration
def change do
create table(:users) do
add :firstname, :string
add :lastname, :string
timestamps()
anonymized()
end
end
end
```
Combined with `log` option when executing the anonymization, it will allow you to identify anonymized rows and exclude them in your queries with `EctoAnon.Query.not_anonymized/1`.
## Options
### `cascade`
When set to `true`, allows ecto-anon to preload and anonymize
all associations (and associations of these associations) automatically in cascade.
Could be used to anonymize all data related a struct in a single call.
Note that this won't traverse `belongs_to` associations.
Default: `false`
### `log`
When set to `true`, it will set `anonymized` field when EctoAnon.run
applies anonymization on a ressource.
Default: `true`
## Copyright and License
_Copyright (c) 2022 CORUSCANT (Welcome to the Jungle) - https://www.welcometothejungle.com_
_This library is licensed under the [MIT](LICENSE.md)_