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    "info": {
        "author": "Tokern",
        "author_email": "info@tokern.io",
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        "classifiers": [
            "Development Status :: 4 - Beta",
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            "License :: Other/Proprietary License",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Topic :: Database",
            "Topic :: Software Development",
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        "description": "[![piicatcher](https://github.com/tokern/piicatcher/actions/workflows/ci.yml/badge.svg)](https://github.com/tokern/piicatcher/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/piicatcher.svg)](https://pypi.python.org/pypi/piicatcher)\n[![image](https://img.shields.io/pypi/l/piicatcher.svg)](https://pypi.org/project/piicatcher/)\n[![image](https://img.shields.io/pypi/pyversions/piicatcher.svg)](https://pypi.org/project/piicatcher/)\n[![image](https://img.shields.io/docker/v/tokern/piicatcher)](https://hub.docker.com/r/tokern/piicatcher)\n\n# PII Catcher for Databases and Data Warehouses\n\n## Overview\n\nPIICatcher is a scanner for PII and PHI information. It finds PII data in your databases and file systems\nand tracks critical data. PIICatcher uses two techniques to detect PII:\n\n* Match regular expressions with column names\n* Match regular expressions and using NLP libraries to match sample data in columns.\n\nRead more in the [blog post](https://tokern.io/blog/scan-pii-data-warehouse/) on both these strategies.\n\nPIICatcher is *batteries-included* with a growing set of plugins to scan column metadata as well as metadata. \nFor example, [piicatcher_spacy](https://github.com/tokern/piicatcher_spacy) uses [Spacy](https://spacy.io) to detect\nPII in column data.\n\nPIICatcher supports incremental scans and will only scan new or not-yet scanned columns. Incremental scans allow easy\nscheduling of scans. It also provides powerful options to include or exclude schema and tables to manage compute resources.\n\nThere are ingestion functions for both [Datahub](https://datahubproject.io) and [Amundsen](https://amundsen.io) which will tag columns \nand tables with PII and the type of PII tags.\n\n![PIIcatcher Screencast](https://user-images.githubusercontent.com/1638298/143765818-87c7059a-f971-447b-83ca-e21182e28051.gif)\n\n\n## Resources\n\n* [AWS Glue & Lake Formation Privilege Analyzer](https://tokern.io/blog/lake-glue-access-analyzer/) for an example of how piicatcher is used in production.\n* [Two strategies to scan data warehouses](https://tokern.io/blog/scan-pii-data-warehouse/)\n\n## Quick Start\n\nPIICatcher is available as a docker image or command-line application.\n\n### Installation\n\nDocker:\n\n    alias piicatcher='docker run -v ${HOME}/.config/tokern:/config -u $(id -u ${USER}):$(id -g ${USER}) -it --add-host=host.docker.internal:host-gateway tokern/piicatcher:latest'\n\n\nPypi:\n    # Install development libraries for compiling dependencies.\n    # On Amazon Linux\n    sudo yum install mysql-devel gcc gcc-devel python-devel\n\n    python3 -m venv .env\n    source .env/bin/activate\n    pip install piicatcher\n\n    # Install Spacy plugin\n    pip install piicatcher_spacy\n\n\n### Command Line Usage\n    # add a sqlite source\n    piicatcher catalog add_sqlite --name sqldb --path '/db/sqldb'\n\n    # run piicatcher on a sqlite db and print report to console\n    piicatcher detect --source-name sqldb\n    \u256d\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256e\n    \u2502   schema    \u2502    table    \u2502   column    \u2502   has_pii   \u2502\n    \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n    \u2502        main \u2502    full_pii \u2502           a \u2502           1 \u2502\n    \u2502        main \u2502    full_pii \u2502           b \u2502           1 \u2502\n    \u2502        main \u2502      no_pii \u2502           a \u2502           0 \u2502\n    \u2502        main \u2502      no_pii \u2502           b \u2502           0 \u2502\n    \u2502        main \u2502 partial_pii \u2502           a \u2502           1 \u2502\n    \u2502        main \u2502 partial_pii \u2502           b \u2502           0 \u2502\n    \u2570\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256f\n\n\n### API Usage\n```python3\nfrom dbcat.api import open_catalog, add_postgresql_source\nfrom piicatcher.api import scan_database\n\n# PIICatcher uses a catalog to store its state. \n# The easiest option is to use a sqlite memory database.\n# For production usage check, https://tokern.io/docs/data-catalog\ncatalog = open_catalog(app_dir='/tmp/.config/piicatcher', path=':memory:', secret='my_secret')\n\nwith catalog.managed_session:\n    # Add a postgresql source\n    source = add_postgresql_source(catalog=catalog, name=\"pg_db\", uri=\"127.0.0.1\", username=\"piiuser\",\n                                    password=\"p11secret\", database=\"piidb\")\n    output = scan_database(catalog=catalog, source=source)\n\nprint(output)\n\n# Example Output\n[['public', 'sample', 'gender', 'PiiTypes.GENDER'], \n ['public', 'sample', 'maiden_name', 'PiiTypes.PERSON'], \n ['public', 'sample', 'lname', 'PiiTypes.PERSON'], \n ['public', 'sample', 'fname', 'PiiTypes.PERSON'], \n ['public', 'sample', 'address', 'PiiTypes.ADDRESS'], \n ['public', 'sample', 'city', 'PiiTypes.ADDRESS'], \n ['public', 'sample', 'state', 'PiiTypes.ADDRESS'], \n ['public', 'sample', 'email', 'PiiTypes.EMAIL']]\n```\n\n## Plugins\n\nPIICatcher can be extended by creating new detectors. PIICatcher supports two scanning techniques:\n* Metadata\n* Data\n\nPlugins can be created for either of these two techniques. Plugins are then registered using an API or using\n[Python Entry Points](https://packaging.python.org/en/latest/specifications/entry-points/).\n\nTo create a new detector, simply create a new class that inherits from [`MetadataDetector`](https://github.com/tokern/piicatcher/blob/master/piicatcher/detectors.py)\nor [`DatumDetector`](https://github.com/tokern/piicatcher/blob/master/piicatcher/detectors.py).\n\nIn the new class, define a function `detect` that will return a [`PIIType`](https://github.com/tokern/dbcat/blob/main/dbcat/catalog/pii_types.py) \nIf you are detecting a new PII type, then you can define a new class that inherits from PIIType.\n\nFor detailed documentation, check [piicatcher plugin docs](https://tokern.io/docs/piicatcher/detectors/plugins).\n\n\n## Supported Databases\n\nPIICatcher supports the following databases:\n1. **Sqlite3** v3.24.0 or greater\n2. **MySQL** 5.6 or greater\n3. **PostgreSQL** 9.4 or greater\n4. **AWS Redshift**\n5. **AWS Athena**\n6. **Snowflake**\n\n## Documentation\n\nFor advanced usage refer documentation [PIICatcher Documentation](https://tokern.io/docs/piicatcher).\n\n## Survey\n\nPlease take this [survey](https://forms.gle/Ns6QSNvfj3Pr2s9s6) if you are a user or considering using PIICatcher. \nThe responses will help to prioritize improvements to the project.\n\n## Contributing\n\nFor Contribution guidelines, [PIICatcher Developer documentation](https://tokern.io/docs/piicatcher/development). \n\n",
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