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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
<title>Anonymize your data with the DbToolsBundle</title>
<link rel="stylesheet" href="dist/reset.css">
<link rel="stylesheet" href="dist/reveal.css">
<link rel="stylesheet" href="dist/theme/makina.css">
<link rel="stylesheet" href="plugin/highlight/paraiso.css">
</head>
<body>
<div class="reveal">
<div class="slides">
<section>
<div style="display: flex;align-items: center;justify-content: space-around;"">
<div style="text-align: right; padding-right: 3em;">
<h3 class=""><span class="emphase">Anonymize</span> your data with Symfony and the</h2>
<h1 class=""><span class="emphase">DbToolsBundle</span></h1>
</div>
<img src="assets/logo.png" style="max-width:300px;"></img>
</div>
</section>
<section>
<div style="display: flex;align-items: center;justify-content: space-around;">
<div style="display: flex;flex-direction: column;align-items: center;">
<img src="assets/avatar.jpg" style="max-width:150px;border-radius: 50%;"></img>
<ul style="list-style: none;display: grid;grid-template-columns: 1fr 1fr">
<li>
<a href="https://github.com/SimonMellerin" target="_blank">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512" style="max-width:38px;">
<path
d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3 .3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5 .3-6.2 2.3zm44.2-1.7c-2.9 .7-4.9 2.6-4.6 4.9 .3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3 .7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3 .3 2.9 2.3 3.9 1.6 1 3.6 .7 4.3-.7 .7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3 .7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3 .7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z" />
</svg>
</a>
</li>
<li style="flex-basis: 100%;">
<a href="https://mamot.fr/@enuts_" target="_blank">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" style="max-width:38px;">
<path
d="M433 179.1c0-97.2-63.7-125.7-63.7-125.7-62.5-28.7-228.6-28.4-290.5 0 0 0-63.7 28.5-63.7 125.7 0 115.7-6.6 259.4 105.6 289.1 40.5 10.7 75.3 13 103.3 11.4 50.8-2.8 79.3-18.1 79.3-18.1l-1.7-36.9s-36.3 11.4-77.1 10.1c-40.4-1.4-83-4.4-89.6-54a102.5 102.5 0 0 1 -.9-13.9c85.6 20.9 158.7 9.1 178.8 6.7 56.1-6.7 105-41.3 111.2-72.9 9.8-49.8 9-121.5 9-121.5zm-75.1 125.2h-46.6v-114.2c0-49.7-64-51.6-64 6.9v62.5h-46.3V197c0-58.5-64-56.6-64-6.9v114.2H90.2c0-122.1-5.2-147.9 18.4-175 25.9-28.9 79.8-30.8 103.8 6.1l11.6 19.5 11.6-19.5c24.1-37.1 78.1-34.8 103.8-6.1 23.7 27.3 18.4 53 18.4 175z" />
</svg>
</a>
</li>
<li>
<a href="https://www.linkedin.com/in/simonmellerin" target="_blank">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" style="max-width:32px;">
<path
d="M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z" />
</svg>
</a>
</li>
<li>
<a href="https://twitter.com/enuts_" target="_blank">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" style="max-width:32px;">
<path
d="M64 32C28.7 32 0 60.7 0 96V416c0 35.3 28.7 64 64 64H384c35.3 0 64-28.7 64-64V96c0-35.3-28.7-64-64-64H64zm297.1 84L257.3 234.6 379.4 396H283.8L209 298.1 123.3 396H75.8l111-126.9L69.7 116h98l67.7 89.5L313.6 116h47.5zM323.3 367.6L153.4 142.9H125.1L296.9 367.6h26.3z" />
</svg>
</a>
</li>
</ul>
</div>
<div>
<h3>Simon Mellerin</h3>
<ul style="list-style: none;">
<li>
<ul class="tag-list" style="padding: 0 3em;">
<li>🧑💻️</li>
<li><a target="_blank" href="https://makina-corpus.com/">Makina Corpus</a></li>
<li>Web developper</li>
<li>Symfony</li>
<li>Vue.js</li>
</ul>
</li>
<li>
<ul class="tag-list" style="padding: 0 3em;">
<li>🗺</li>
<li>from Nantes, France</li>
</ul>
</li>
<li>
<ul class="tag-list" style="padding: 0 3em;">
<li>🐙</li>
<li><a target="_blank" href="https://aeneria.com/">æneria</a></li>
<li><a target="_blank" href="https://dbtoolsbundle.readthedocs.io/">DbToolsBundle</a></li>
</ul>
</li>
</ul>
</div>
</div>
<aside class="notes" data-markdown>
* Développeur web Symfony & Vue.js
* Côté open source : aeneria & DbToolsBundle
</aside>
</section>
<section>
<h3>Makina Corpus</h3>
<div style="display: flex;align-items: center;justify-content: space-around;">
<img style="max-width:300px;" src="assets/makina.svg" />
<img style="max-width:300px;" src="assets/makina-agences.svg" />
</div>
<ul class="tag-list">
<li>Digital Service Company</li>
<li>~50 people</li>
<li>working <em>exclusively</em> with <strong class="emphase">FLOSS</strong></li>
</ul>
<aside class="notes" data-markdown>
à l'époque ou les ESN s'appelait de **SS2I**, Makina se présentait comme
une **SS2L**
</aside>
</section>
<section>
<h3>Makina Corpus</h3>
<ul class="feature-list feature-center grid-3">
<li>
<img src="assets/makina.png" style="width: 145px;margin-top: calc(var(--r-block-margin) + 7px)"/>
<strong class="emphase">
Services
</strong>
</li>
<li>
<img src="assets/makina-territoires.png " style="width: 160px"/>
<strong class="emphase">
Products
</strong>
</li>
<li>
<img src="assets/makina-formation.png" style="width: 150px"/>
<strong class="emphase">
Training
</strong>
</li>
</ul>
<aside class="notes" data-markdown>
* Service applications web sur-mesure (PHP/Python, technos front diverses)
* Territoire - Produit (Tous open source, Geotrek)
* Formation - Sur toutes les technos qu'on utilise
</aside>
</section>
<section>
<h4>DbToolsBundle</h4>
<h4 style="opacity: 50%;">Setting Up Anonymization</h4>
<h4 style="opacity: 50%;">A GDPR-friendly workflow</h4>
<h4 style="opacity: 50%;">Performance</h4>
<h4 style="opacity: 50%;">Custom Anonymizers</h4>
<h4 style="opacity: 50%;">Contribute</h4>
</section>
<section>
<h3>DbToolsBundle</h3>
<img src="assets/symfony.svg" style="width:50%" />
<p>Built from real-world needs</p>
<aside class="notes" data-markdown>
* Capitaliser sur des besoins projet récurrents
* Partager avec la communauté Symfony
</aside>
</section>
<section>
<h3>DbToolsBundle</h3>
<p>A set of Symfony Console Commands</p>
<div>
<ul class="feature-list feature-left grid-2">
<li>
<p>
<img src="assets/export.svg " />
Backup
</p>
<pre><code class="language-sh" data-trim>
console db-tools:backup
</code></pre>
</li>
<li>
<p>
<img src="assets/import.svg" />
Restore
</p>
<pre><code class="language-sh" data-trim>
console db-tools:restore
</code></pre>
</li>
<li>
<p>
<img src="assets/anonymize.svg " />
Anonymize
</p>
<pre><code class="language-sh" data-trim>
console db-tools:anonymize
</code></pre>
</li>
<li>
<p>
<img src="assets/stats.svg" />
Display statistics
</p>
<pre><code class="language-sh" data-trim>
console db-tools:stats
</code></pre>
</li>
</ul>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/" target="_blank"><img src="assets/doc.svg"/></a>
<aside class="notes" data-markdown>
* Une collection de commande Symfony
</aside>
</section>
<section>
<h3>DbToolsBundle</h3>
<img src="assets/doctrine.png" style="height:100px;">
<p>Works on top of Doctrine DBAL with most popular Database vendors:</p>
<div style="display: flex; flex-wrap: wrap; align-items: center; justify-content: center ;column-gap: 1em;">
<img alt="postgresql" src="assets/pgsql.png" style="height:100px;">
<img alt="sqlite" src="assets/sqlite.png" style="height:60px;" />
<img alt="mariadb" src="assets/mariadb.png" style="height:80px;" />
<img alt="mysql" src="assets/mysql.svg" style="height:80px;" />
<img alt="sqlserver" src="assets/sqlserver.png" style="height:80px;" />
</div>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/getting-started/database-vendors.html" target="_blank"><img src="assets/doc.svg"/></a>
</section>
<section>
<h4 style="opacity: 50%;">DbToolsBundle</h4>
<h4>Setting Up Anonymization</h4>
<h4 style="opacity: 50%;">A GDPR-friendly workflow</h4>
<h4 style="opacity: 50%;">Performance</h4>
<h4 style="opacity: 50%;">Custom Anonymizers</h4>
<h4 style="opacity: 50%;">Contribute</h4>
</section>
<section>
<h3>Setting Up Anonymization</h3>
<p>Anonymize? 🤔</p>
<aside class="notes" data-markdown>
RGPD, respect des données utilisateur, sécurité
* Qui a déjà eu besoin de raptrier des données de prod en local?
* Qui s'est déjà retrouvé avec des données de prod en local?
* Qui a déjà utilisé une API externe dont la PP renvoyait de vraies données
</aside>
</section>
<section>
<h3>Setting Up Anonymization</h3>
<p>
Map each table's <strong class="emphase">column</strong> you want to anonymize with an
<strong class="emphase"><em>Anonymizer</em></strong>.
</p>
<ul class="tag-list" style="padding: 0 3em;">
<li>Email</li>
<li>Password</li>
<li>Int</li>
<li>Float</li>
<li>String</li>
<li>Firstname</li>
<li>Lastname</li>
<li>Address</li>
<li>etc...</li>
</ul>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/essentials.html" target="_blank"><img src="assets/doc.svg"/></a>
<aside class="notes" data-markdown>
* Mapper chaque donnée à anonymier avec une méthode
d'anonymisation (un anonymiseur)
* Une liste d'anonymiseurs est fournit de base
* Mais on peut l'étendre
</aside>
</section>
<section>
<h3>Setting Up Anonymization</h3>
<p>On Doctrine Entities, from a list of various <i>anonymizers</i></p>
<pre><code class="" data-trim data-line-numbers="6-8|15-17|19-24|26-31|33-38">
namespace App\Entity;
use Doctrine\ORM\Mapping as ORM;
use MakinaCorpus\DbToolsBundle\Attribute\Anonymize;
#[ORM\Entity()]
#[ORM\Table(name: 'customer')]
class Customer
{
#[ORM\Id]
#[ORM\GeneratedValue]
#[ORM\Column]
private ?int $id = null;
#[ORM\Column(length: 180, unique: true)]
#[Anonymize(type: 'email')]
private ?string $emailAddress = null;
#[ORM\Column(length: 180, unique: true)]
#[Anonymize(
type: 'password',
['password' => '123456789']
)]
private ?string $password = null;
#[ORM\Column]
#[Anonymize(
type: 'integer',
options: ['min' => 10, 'max' => 99]
)]
private ?int $age = null;
#[ORM\Column(length: 255)]
#[Anonymize(
type: 'string',
options: ['sample' => ['none', 'bad', 'good', 'expert']]
)]
private ?string $level = null;
#[ORM\Column]
private ?\DateTime $lastLogin = null;
// ...
}
</code></pre>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/essentials.html#example" target="_blank"><img src="assets/doc.svg"/></a>
</section>
<section>
<h3>Setting Up Anonymization</h3>
<p>Check your config with:</p>
<pre style="margin-bottom:0;"><code class="language-sh" style="padding-bottom: 0.5em;" data-trim>
console db-tools:anonymization:dump-config
</code></pre>
<pre class="fragment" style="margin-top:0"><code class="language-txt" data-trim>
Table: customer
---------------
----------- ------------ ---------------------------------------------------------------------------------
Target Anonymizer Options
----------- ------------ ---------------------------------------------------------------------------------
email email
password password
lastname lastname
firstname firstname
age age min: 10, max: 99
level string sample: [none, bad, good, expert]
----------- ------------ ---------------------------------------------------------------------------------
</code></pre>
</section>
<section>
<h4 style="opacity: 50%;">DbToolsBundle</h4>
<h4 style="opacity: 50%;">Setting Up Anonymization</h4>
<h4>A GDPR-friendly workflow</h4>
<h4 style="opacity: 50%;">Performance</h4>
<h4 style="opacity: 50%;">Custom Anonymizers</h4>
<h4 style="opacity: 50%;">Contribute</h4>
</section>
<section>
<h3>A GDPR-friendly workflow</h3>
<div class="r-stack" style="margin-top: -0.4em;margin-bottom: -0.2em">
<img src="assets/step-0.png"/>
<img src="assets/step-1.png" class="fragment" data-fragment-index="2"/>
<img src="assets/step-2-1.png" class="fragment" data-fragment-index="3"/>
<img src="assets/step-2-2.png" class="fragment" data-fragment-index="4"/>
<img src="assets/step-2-3.png" class="fragment" data-fragment-index="5"/>
<img src="assets/step-2-4.png" class="fragment" data-fragment-index="6"/>
<img src="assets/step-2-5.png" class="fragment" data-fragment-index="7"/>
<img src="assets/step-3.png" class="fragment" data-fragment-index="8"/>
<img src="assets/step-4.png" class="fragment" data-fragment-index="9"/>
</div>
<div class="r-stack">
<pre class="fragment" data-fragment-index="1"><code class="language-txt" data-trim>
user@prod:~$ console db-tools:restore --list
</code></pre>
<pre class="fragment" data-fragment-index="2"><code class="language-txt" data-trim>
user@preprod:~$ scp user@prod:/path/to/prod.dump /tmp/prod.dump
</code></pre>
<pre class="fragment" data-fragment-index="3"><code class="language-txt" data-trim>
user@preprod:~$ console db-tools:anonymize /tmp/prod.dump
</code></pre>
<pre class="fragment" data-fragment-index="8"><code class="language-txt" data-trim>
user@local:~$ scp user@preprod:/tmp/prod.dump /tmp/prod-anonymized.dump
</code></pre>
<pre class="fragment" data-fragment-index="9"><code class="language-txt" data-trim>
user@local:~$ console db-tools:restore --filename /tmp/prod-anonymized.dump
</code></pre>
</div>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/workflow.html" target="_blank"><img src="assets/doc.svg"/></a>
<aside class="notes" data-markdown="">
* Objectif1 : avoir des données anonymiser en local
* Objectif2 : ne jamais avoir des données snesibles sur un env non-sécurisé
* Pourquoi on ne peut pas faire prod -> local
* Éteindre les services de la préprod avant tout chose
* Preprod peut-être n'importe quel runner sur une CI
</aside>
</section>
<section>
<h4 style="opacity: 50%;">DbToolsBundle</h4>
<h4 style="opacity: 50%;">Setting Up Anonymization</h4>
<h4 style="opacity: 50%;">A GDPR-friendly workflow</h4>
<h4>Performance</h4>
<h4 style="opacity: 50%;">Custom Anonymizers</h4>
<h4 style="opacity: 50%;">Contribute</h4>
</section>
<section>
<h3>Performance</h3>
<p>Try it on our <a href="https://github.com/DbToolsBundle/benchmark-app" target="_blank">benchmark app:</a></p>
<ul>
<li>4 DBAL connections (PostgreSQL, SQLite, MySQL, MariaDb)</li>
<li>the same <em>Customer</em> entities for each one with:
<ul class="tag-list">
<li>email</li>
<li>password</li>
<li>lastname</li>
<li>firstname</li>
<li>level (string among a sample of 4)</li>
<li>age</li>
<li>postal address</li>
</ul>
</li>
</ul>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/performance.html" target="_blank"><img src="assets/doc.svg"/></a>
</section>
<section>
<h3>Performance</h3>
<div class="r-stack">
<table>
<tr>
<th></th>
<th>PostgreSQL</th>
<th>SQLite</th>
<th>MySQL</th>
<th>MariaDb</th>
</tr>
<tr class="fragment">
<th>100K</th>
<td>~9s</td>
<td>~10s</td>
<td>~32s</td>
<td>~24s</td>
</tr>
<tr class="fragment">
<th>500K</th>
<td>~15s</td>
<td>~16s</td>
<td>~1m38s</td>
<td>~55s</td>
</tr>
<tr class="fragment">
<th>1000K</th>
<td>~33s</td>
<td>~26s</td>
<td>😬</td>
<td>~1m36s</td>
</tr>
</table>
</div>
</section>
<section>
<h3>Performance</h3>
<ul>
<li>Anonymizing with SQL only</li>
<li>One update query per table</li>
<li>Build with a complete <a href="https://php-query-builder.readthedocs.io/" target="_blank">query builder</a></li>
</ul>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/internals.html" target="_blank"><img src="assets/doc.svg"/></a>
<aside class="notes" data-markdown="">
* On anonymise des colonnes de DB et pas des champs d'entité
* La requête d'update est optimisé en fonction du type de base de données
</aside>
</section>
<section>
<h4 style="opacity: 50%;">DbToolsBundle</h4>
<h4 style="opacity: 50%;">Setting Up Anonymization</h4>
<h4 style="opacity: 50%;">Performance</h4>
<h4>Custom Anonymizers</h4>
<h4 style="opacity: 50%;">Contribute</h4>
</section>
<section>
<h3>Custom Anonymizers</h3>
<pre><code class="language-php" data-trim>
namespace App\Anonymizer;
use MakinaCorpus\DbToolsBundle\Anonymization\Anonymizer\AbstractAnonymizer;
use MakinaCorpus\DbToolsBundle\Attribute\AsAnonymizer;
#[AsAnonymizer(
name: 'my_anonymizer', // a snake case string
pack: 'my_app', // a snake case string
description: 'Describe here if you want how your anonymizer works.'
)]
class MyAnonymizer extends AbstractAnonymizer
{
// ...
</code></pre>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/anonymization/custom-anonymizers.html" target="_blank"><img src="assets/doc.svg"/></a>
<aside class="notes" data-markdown="">
* Custom anonymizer in src/Anomymizer
* Créer son pack avec le template dispo sur github
</aside>
</section>
<section>
<h4 style="opacity: 50%;">DbToolsBundle</h4>
<h4 style="opacity: 50%;">Setting Up Anonymization</h4>
<h4 style="opacity: 50%;">A GDPR-friendly workflow</h4>
<h4 style="opacity: 50%;">Performance</h4>
<h4 style="opacity: 50%;">Custom Anonymizers</h4>
<h4>Contribute</h4>
</section>
<section>
<h3>Contribute</h3>
<ul class="feature-list grid-3" style="gap: 1.5em;"">
<li>📢 · <strong class="emphase">Share</strong>
<ul style="padding-top: .5em;">
<li>Talk about it</li>
<li>Star on Github</li>
</ul>
</li>
<li>🪲 · <strong class="emphase">Report</strong>
<ul style="padding-top: .5em;">
<li>Missing documentation</li>
<li>Issues in code</li>
</ul>
</li>
<li>🧑💻 · <strong class="emphase">Code</strong>
<ul style="padding-top: .5em;">
<li>
Check for
<em><a target="_blank" href="https://github.com/makinacorpus/DbToolsBundle/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22">good first issues</a></em>
on Github
</li>
<li>Share your pack of anonymizers</li>
</ul>
</li>
</ul>
<p>We need you to make the DbToolsBundle awesome!</p>
<a class="docs" href="https://dbtoolsbundle.readthedocs.io/en/stable/contribute/contribute.html" target="_blank"><img src="assets/doc.svg"/></a>
</section>
<section>
<img src="assets/logo.png" style="max-height:200px;margin: 0;"></img>
<h3>Thanks, any question?</h3>
<div style="font-size: 0.6em;">
<p>Resources:</p>
<ul>
<li><a href="https://dbtoolsbundle.github.io/presentation">dbtoolsbundle.github.io/presentation</a></li>
<li><a href="https://dbtoolsbundle.readthedocs.io/" target="_blank">Documentation on ReadTheDocs</a></li>
<li><a href="https://github.com/makinacorpus/DbToolsBundle" target="_blank">Source code on Github</a></li>
<li><a href="https://makina-corpus.com/symfony/decouvrez-le-dbtoolsbundle" target="_blank">Introduction to the DbtoolsBundle on Makina's blog [fr]</a></li>
</ul>
</div>
</section>
</div>
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