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            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
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            "Programming Language :: Python :: 2.7",
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        "description": "# django-sanitized-dump\nSanitize sensitive information from your database dumps \ud83d\udca9\n\nSupports:\n- PostgreSQL\n- MySQL\n\n# Getting started\n\n1. `pip install django-sanitized-dump` or `pip install django-sanitized-dump[MySQL]` if you use MySQL\n2. Add `sanitized_dump` to `INSTALLED_APPS`\n3. Initialize config file: `./manage.py init_sanitizer`\n4. Check your newly created `.sanitizerconfig` file and modify the sanitation strategy to fit your requirements.\n5. Run `./manage.py check_sanitizerconfig` to verify that your `.sanitizerconfig` includes all models and fields\n6. Get sanitized database dump: `./manage.py create_sanitized_dump > dump.sql`\n\n# DB Sanitation\n\nHeavy lifting of the DB sanitation is done by: https://github.com/andersinno/python-database-sanitizer\n\n### Configuration\n\nConfiguration file is used to define a strategy on how to sanitize your data. Strategy defines a sanitation function for each model field.\n\n#### Example config\n```yaml\nconfig:\n addons:\n   - \"ai-sanitizers\"\n   - \"some-other-lib\"\nstrategy:\n user:\n   first_name: \"name.first_name\"\n   last_name: \"name.last_name\"\n education:\n   created: null\n   modified: null\n   id: null\n   field: \"education.field\"\n   school: \"education.school\"\n   started: \"datetime.datetime\"\n   credits: null\n   information: \"string.loremipsum_preserved\"\n file_file: null\n```\n\n#### Example custom sanitizers\n```python\n# /sanitizers/name.py\ndef sanitize_first_name(value):\n    return faker.first_name()\n\ndef sanitize_last_name(value):\n    return faker.last_name()\n\n# /sanitizers/education.py\ndef sanitize_field(value):\n    return \"Some field\"\n\ndef sanitize_schoo(value):\n    return \"My school\"\n```\n\n#### Validating sanitizer return value\n\n> Note: This should not be done in the initial implementation of the sanitizer but is up to the sanitizer functions. This is just a nice to have but not of a high priority.\n\nCheck that the returned value is of the same type as the argument value passed to the sanitizer.\nFor instance, if a MySQL DATETIME value is passed to the sanitizer, a MySQL DATETIME value shoud be returned as well.\n\n\n#### Configuration method resolution order\n\n1. Custom sanitizers inside ./sanitizers\n2. Addon sanitizers (`config.addons`)\n3. Core sanitizers\n\n### Django Management Commands\n\n#### Sanitized Dump\n\n`./manage.py create_sanitized_dump > dump.sql`\n\n1. Warn about unhandled fields\n2. Creates a database dump (`mysqldump`/`pgdump`)\n3. Run sanitizer\n\n\n#### Check Sanitized Dump\n\n`./manage.py check_sanitizerconfig`\n\n1. Returns an error code if there are unhandled database fields\n\nCheck can be used in CI environments for detecting changes in models, that are not present in\nsanitizer configuration.\n\n\n#### Init Sanitizer\n\n`./manage.py init_sanitizer`\n\n1. Create configuration from current database state\n\n\n",
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        "keywords": "django,database,sanitization,anonymization",
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