README

为什么？

《通用数据保护条例》(GDPR) 在信息存储和处理领域规定了严格的规定。除非有强烈的需求，否则不得处理用户的个人数据。如果您想将生产数据库导出以供开发使用，您不能再在导出的数据库中存储或使用个人数据。在将生产数据库导入到您的开发环境中之前，您必须删除或匿名化个人信息。

如何？

此包基于我们的 数据库匿名化库，该库又依赖于 Faker。安装后，命令 webnet-fr:anonymizer:anonymize 将在您的应用程序中可用。

使用指定的连接和配置文件匿名化数据库

php bin/console webnet-fr:anonymizer:anonymize --connection=<name of connection> --config=<config file path>

使用指定的连接和默认包配置匿名化数据库

php bin/console webnet-fr:anonymizer:anonymize --connection=<name of connection>

使用默认连接和指定的配置文件匿名化数据库

php bin/console webnet-fr:anonymizer:anonymize --config=<config file path>

使用默认连接和默认包配置匿名化数据库

php bin/console webnet-fr:anonymizer:anonymize 

如何安装？

要求包

composer require webnet-fr/database-anonymizer-bundle

激活它。以下是Symfony 4的示例

// config/bundles.php 

return [
    // ...
    WebnetFr\DatabaseAnonymizerBundle\WebnetFrDatabaseAnonymizerBundle::class => ['dev' => true],
];

# config/dev/webnet_fr_database_anonymizer.yaml
webnet_fr_database_anonymizer:
    # configuration

如何配置要匿名化的字段？

查看 如何配置数据库匿名化库中的字段以匿名化。该包提供了相同的配置，增加了一个功能：您可以按每个连接配置匿名化。

• 配置默认连接

# packages/dev/webnet_fr_anonymizer.yaml
webnet_fr_database_anonymizer:
    # using default connection
    tables:
        <table name>:
            primary_key: <primary key field>
            fields:
                <field name>:
                    generator: <generator>

# packages/doctrine.yaml
doctrine:
    # default
    dbal:
        # driver, host, user, password, etc.

• 配置多个连接

# packages/dev/webnet_fr_anonymizer.yaml
webnet_fr_database_anonymizer:
    connections:
        first_connection:
            tables:
                <table name>:
                    primary_key: <primary key field>
                    fields:
                        <field name>:
                            generator: <generator>

        second_connection:
            tables:
                <table name>:
                    primary_key: <primary key field>
                    fields:
                        <field name>:
                            generator: <generator>

# packages/doctrine.yaml
doctrine:
    dbal:
        default_connection: user_database
        connections:
            first_connection:
                # driver, host, user, password, etc.

            second_connection:
                # driver, host, user, password, etc.

• 使用注解

如果您创建了 实体，您可以使用注解配置匿名化

use Doctrine\ORM\Mapping as ORM;
use WebnetFr\DatabaseAnonymizerBundle\Annotation as Anonymize;

/**
 * @ORM\Table(name="orders")
 * @ORM\Entity
 * 
 * This annotation marks the entities to anonymize.
 * @Anonymize\Table()
 */
class Orders
{
    /**
     * @ORM\Column(name="id", type="integer", nullable=false, options={"unsigned"=true})
     * @ORM\Id
     * @ORM\GeneratedValue(strategy="AUTO")
     */
    public $id;

    /**
     * @ORM\Column(name="address", type="string", length=256, nullable=true)
     * @Anonymize\Field(generator="faker", formatter="address")
     */
    public $address;

    /**
     * @ORM\Column(name="zip_code", type="string", length=10, nullable=true)
     * @Anonymize\Field(generator="faker", formatter="postcode")
     */
    public $zipCode;

    /**
     * @ORM\Column(name="comment", type="text", length=0, nullable=true)
     * @Anonymize\Field(generator="faker", formatter="text", arguments={300})
     */
    public $comment;

    /**
     * @ORM\Column(name="created_at", type="datetime", nullable=true)
     * @Anonymize\Field(generator="faker", formatter="dateTime", date_format="Y-m-d H:i:s")
     */
    public $createdAt;

    /**
     * @ORM\Column(name="comment_history", type="array", nullable=true)
     * 
     * A custom generator with its custom arguments.
     * @Anonymize\Field(generator="comment_history", max_messages_nb=5)
     */
    public $commentHistory;
}

如何添加自定义生成器？

如果您对Faker提供的生成器不满意，您总是可以添加自己的。

想象您有一个存储用户订单的实体

use Doctrine\ORM\Mapping as ORM;

/**
 * Users' orders.
 *
 * @ORM\Table(name="orders")
 * @ORM\Entity
 */
class Orders
{
    /**
     * History of all user's comments. 
     * @var string[]
     *
     * @ORM\Column(name="comments", type="array", nullable=true)
     */
    public $comments;
}

并且您想匿名化数组中的每个评论

webnet_fr_database_anonymizer:
    tables:
        # ...

        orders:
            fields:
                # ...
                comments:
                    generator: comment_history # your generator

在大多数情况下，您需要添加两个类

1. 一个工厂

namespace App\DatabaseAnonymizer;

use Faker\Factory;
use WebnetFr\DatabaseAnonymizer\Exception\UnsupportedGeneratorException;
use WebnetFr\DatabaseAnonymizer\Generator\GeneratorInterface;
use WebnetFr\DatabaseAnonymizer\GeneratorFactory\GeneratorFactoryInterface;

/**
 * The factory that creates a generator out of provided configuration.
 * It is a Symfony service.
 */
class CommentHistoryGeneratorFactory implements GeneratorFactoryInterface
{
    /**
     * @param array $config
     *        An array of the configuration for field to anonymize. It contains
     *        all specified entries, like "generator", "unique", "date_format",
     *        "my_custom_entry", etc.
     *
     * @throws \WebnetFr\DatabaseAnonymizer\Exception\UnsupportedGeneratorException
     *          The factory MUST throw "UnsupportedGeneratorException" if it is
     *          impossible to create the generator for provided configuration.
     *
     * @return GeneratorInterface
     */
    public function getGenerator($config): GeneratorInterface
    {
        // Check if the field should be anonymized with "comment_history" encoder.
        $generatorKey = $config['generator'];
        if ('comment_history' !== $generatorKey) {
            throw new UnsupportedGeneratorException($generatorKey.' generator is not known');
        }

        // Retrieve any configuration values you need.
        $locale = $config['locale'] ?? 'en_US';
        $minMessagesNb = $config['min_messages_nb'] ?? 1;
        $maxMessagesNb = $config['max_messages_nb'] ?? 10;
        
        // Create and configure generator.
        // Usually there is ONE generator instance for ONE field to anonymize
        // because there could be different config values for differet fields
        // even though these fields are anoymized with the same 
        // "comment_history" generator.
        $faker = Factory::create($locale);
        $generator = new CommentHistoryGenerator($faker);
        $generator->setMinMessagesNb($minMessagesNb);
        $generator->setMaxMessagesNb($maxMessagesNb);

        return $generator;
    }
}

由于 CommentHistoryGeneratorFactory 是一个Symfony服务，它可以依赖于任何其他服务（例如，依赖于 UserPasswordEncoderInterface 以便能够对密码进行编码）。

如果您使用 autodiscover 和 autoconfiguration 的Symfony服务，那么这就是您所需要的。否则，您需要将工厂注册为服务

services:
    App\DatabaseAnonymizer\CommentHistoryGeneratorFactory:
        tags: ["database_anonymizer.generator_factory"]

1. 一个生成器

<?php

namespace App\DatabaseAnonymizer;

use Faker\Generator;
use WebnetFr\DatabaseAnonymizer\Generator\GeneratorInterface;

/**
 * Anonmyizer generator that generates comment history.
 */
class CommentHistoryGenerator implements GeneratorInterface
{
    /**
     * Faker generator
     * @var Generator
     */
    private $faker;

    /**
     * Minimum number of comments in history.
     * @var int
     */
    private $minMessagesNb = 1;

    /**
     * Maximum number of comments in history.
     * @var int
     */
    private $maxMessagesNb = 10;
    
    // Constructors, setters.

    /**
     * Generates new random value for each line.
     */
    public function generate()
    {
        $comments = [];
        foreach (range(0, mt_rand(1, 10)) as $i) {
            $comments[] = $this->faker->realText();
        };

        return serialize($comments);
    }
}