Skip to main content

Anonymization of data in pg_dump

Project description

pg_stage

A utility for generating a database dump, the data in which will be obfuscated. This dump can be used in development and stage servers without fear of their theft.

How does it work?

The utility processes the output of the pg_dump command line by line and decides whether to obfuscate data at the level of comments to a table or column.

Usage example

  1. You need to create a file with approximately the following contents:
# main.py
from pg_stage.obfuscator import Obfuscator


obfuscator = Obfuscator(locale='ru_RU')
obfuscator.execute()
  1. Add comments to a column or table:
COMMENT ON COLUMN table_1.first_name IS 'anon: {"mutation_name": "first_name"}';
  1. Run pg_dump and redirect the stream to the running script process:
pg_dump -d database | python3 test_obf.py > dump.sql
  1. After that you will get the obfuscated data in the table

Supported types of obfuscation

You can see the current list here.

Why did I write my utility?

I also adhere to the rule that you do not need to place third-party plugins in the working database for its security (most utilities are in the form of database extensions).

Also, in similar utilities, I could not find the functionality for uniform obfuscation of data in related tables. This prompted me to write my own utility that will be able to obfuscate data in related tables with the same result by a foreign key.

Example:

COMMENT ON COLUMN table_1.first_name IS 'anon: {"mutation_name": "first_name", "relations": [{"table_name": "table_1", "column_name": "last_name", "from_column_name": "id", "to_column_name": "id"}]}';

where relations - links on tables where it is necessary to obfuscate fields according to the current field.

Thanks for the inspiration

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pg_stage-0.1.5.tar.gz (15.3 kB view details)

Uploaded Source

Built Distribution

pg_stage-0.1.5-py3-none-any.whl (5.7 kB view details)

Uploaded Python 3

File details

Details for the file pg_stage-0.1.5.tar.gz.

File metadata

  • Download URL: pg_stage-0.1.5.tar.gz
  • Upload date:
  • Size: 15.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.9

File hashes

Hashes for pg_stage-0.1.5.tar.gz
Algorithm Hash digest
SHA256 a06e45a5759903be33a83509166c107ea28be71ca05d03d2e463d389215f7188
MD5 541fe2b6f2839c3dabd848172f60789e
BLAKE2b-256 f43dcc6009e87701e9888421db386610f12bc560f3e818c459ffdd751ae21ab5

See more details on using hashes here.

File details

Details for the file pg_stage-0.1.5-py3-none-any.whl.

File metadata

  • Download URL: pg_stage-0.1.5-py3-none-any.whl
  • Upload date:
  • Size: 5.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.9

File hashes

Hashes for pg_stage-0.1.5-py3-none-any.whl
Algorithm Hash digest
SHA256 d7ba63429e18436466e17e64fe7a20e62a3d50881193c1505e0de4047eb8e855
MD5 e9f76250741619d221df0f50bf9232d1
BLAKE2b-256 0971ff89ef352d5c706fae0c10baae2cff42372186d8b83f0d39148ec1fce506

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page