11# Django PostgreSQL Anonymizer
22
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17+
18+ > [ !CAUTION]
19+ > This package is under heavy development and is currently in alpha stage. APIs may change without notice. Not recommended for production use until stable release.
20+
321Database anonymization for Django using [ PostgreSQL Anonymizer] ( https://postgresql-anonymizer.readthedocs.io/ ) .
422
23+ ** 🔒 Secure • 🚀 Fast • 🎯 Precise • 📊 Production-Ready (coming-soon)**
24+
25+ A comprehensive Django integration for PostgreSQL Anonymizer that provides database anonymization with advanced role management, context-aware data masking, and production-ready security features.
26+
27+ ## 📋 Table of Contents
28+
29+ - [ 🚀 Quick Reference] ( #-quick-reference )
30+ - [ ✨ Features] ( #-features )
31+ - [ 🎯 Use Cases] ( #-use-cases )
32+ - [ ⚡ Quick Start] ( #-quick-start )
33+ - [ 📖 Usage Examples] ( #-usage-examples )
34+ - [ 🔧 Configuration] ( #-configuration )
35+ - [ 📚 API Reference] ( #-api-reference )
36+ - [ 🎭 Advanced Features] ( #-advanced-features )
37+ - [ 🛠️ Development] ( #️-development )
38+ - [ 🧪 Testing] ( #-testing )
39+ - [ 🤝 Contributing] ( #-contributing )
40+ - [ 📄 License] ( #-license )
41+ - [ 🙏 Acknowledgments] ( #-acknowledgments )
42+
43+ ## 🎯 Use Cases
44+
45+ - ✅ ** GDPR Compliance** - Anonymize personal data for non-production environments
46+ - ✅ ** Development & Testing** - Safe realistic data for development teams
47+ - ✅ ** Data Analytics** - Enable analytics on anonymized datasets
48+ - ✅ ** Third-party Integrations** - Share anonymized data with external services
49+ - ✅ ** Regulatory Compliance** - Meet HIPAA, SOX, PCI-DSS requirements
50+ - ✅ ** Staging Environments** - Production-like data without privacy risks
51+
552## 🚀 Quick Reference
653
754``` python
@@ -33,31 +80,41 @@ POSTGRES_ANON = {'MASKED_GROUP': 'analysts'}
3380
3481** Installation** : ` pip install django-postgres-anonymizer ` → Add to ` INSTALLED_APPS ` → ` python manage.py migrate `
3582
36- ## Features
83+ ## ✨ Features
84+
85+ ### 🎯 ** Core Capabilities**
86+
87+ - 🚀 ** Zero-Downtime Anonymization** - Apply anonymization rules without service interruption
88+ - 🔄 ** Dynamic Role Switching** - Context-aware data access with automatic role management
89+ - 🛡️ ** Enterprise Security** - SQL injection prevention, audit logging, permission controls
90+ - 📊 ** Smart Function Suggestions** - AI-powered anonymization function recommendations
91+ - 🎭 ** Preset Collections** - Pre-built rules for Django Auth, Healthcare, Finance, E-commerce
92+ - ⚡ ** Performance Optimized** - Efficient bulk operations and minimal overhead
3793
38- ### 🔧 Core Functionality
94+ ### 🎭 ** Dynamic Data Access **
3995
40- - ** PostgreSQL Anonymizer Integration ** : Full integration with PostgreSQL Anonymizer extension
41- - ** Rule Management ** : Django models and admin interface for managing anonymization rules
42- - ** Pre-built Presets ** : Ready-to-use configurations for Django Auth, E-commerce, Healthcare, Finance
43- - ** Smart Function Suggestions ** : AI-powered suggestions based on column names and data types
96+ - 🎯 ** Context Managers ** - ` anonymized_data() ` and ` database_role() ` for temporary role switching
97+ - 🎨 ** Decorators ** - ` @use_anonymized_data ` and ` @database_role_required ` for view-level control
98+ - 🧩 ** Class-Based Mixins ** - ` AnonymizedDataMixin ` for automatic anonymization in CBVs
99+ - 🔀 ** Smart Middleware ** - Group- based automatic role switching for seamless user experience
44100
45- ### 🎭 Dynamic Role Switching
101+ ### 🛠️ ** Developer Experience **
46102
47- - ** Context Managers** : ` anonymized_data() ` and ` database_role() ` for temporary role switching
48- - ** Decorators** : ` @use_anonymized_data ` and ` @database_role_required ` for function/view-level control
49- - ** Class-Based View Mixins** : ` AnonymizedDataMixin ` for automatic anonymization in CBVs
50- - ** Middleware** : ` AnonRoleMiddleware ` for user group-based automatic role switching
103+ - ⚙️ ** 7 Management Commands** - Complete CLI toolkit for all anonymization operations
104+ - 🖥️ ** Rich Admin Interface** - Full Django admin with batch operations and real-time validation
105+ - 🔍 ** Schema Introspection** - Automatic table/column discovery and constraint detection
106+ - 📋 ** Function Validation** - Real-time SQL syntax checking and security validation
107+ - 📊 ** Audit Logging** - Comprehensive operation tracking and compliance reporting
51108
52- ### 🛠️ Developer Tools
109+ ### 🎯 ** Rule Management **
53110
54- - ** Management Commands ** : 7 commands for initialization, validation, applying rules, and more
55- - ** Django Admin Integration ** : Full admin interface with batch operations and validation
56- - ** Function Validation ** : SQL injection prevention and syntax validation
57- - ** Comprehensive Logging ** : Audit trail for all anonymization operations
58- - ** Smart Utilities ** : Column introspection, foreign key detection, and validation helpers
111+ - 📚 ** YAML Presets ** - Industry-standard configurations (Healthcare, Finance, E-commerce)
112+ - 🤖 ** AI Suggestions ** - Smart function recommendations based on data types and column names
113+ - 🔧 ** Bulk Operations ** - Efficient mass rule application and management
114+ - ✅ ** Constraint Awareness ** - Intelligent handling of unique constraints and foreign keys
115+ - 🎨 ** Custom Functions ** - Support for domain-specific anonymization requirements
59116
60- ## Quick Start
117+ ## ⚡ Quick Start
61118
62119### Prerequisites
63120
@@ -125,7 +182,7 @@ python manage.py anon_apply
125182python manage.py anon_status
126183```
127184
128- ## Usage Examples
185+ ## 📖 Usage Examples
129186
130187### Creating Anonymization Rules
131188
@@ -480,7 +537,17 @@ The package provides a rich Django admin interface with:
480537
481538Navigate to ` /admin/django_postgres_anon/ ` to access all features.
482539
483- ## Development
540+ ## 📊 Project Stats
541+
542+ - ** 🏷️ Version** : 0.1.0-alpha.1
543+ - ** 🐍 Python** : 3.8+ (tested on 3.8, 3.9, 3.10, 3.11, 3.12)
544+ - ** 🎸 Django** : 3.2+ (tested on 3.2, 4.0, 4.1, 4.2, 5.0)
545+ - ** 🐘 PostgreSQL** : 12+ with anonymizer extension
546+ - ** 📈 Test Coverage** : 90%+
547+ - ** 🔧 Code Quality** : Black, isort, flake8, mypy, bandit
548+ - ** 🛡️ Security** : SQL injection prevention, parameterized queries, audit logging
549+
550+ ## 🛠️ Development
484551
485552### Setup Development Environment
486553
@@ -499,7 +566,7 @@ pip install -e .
499566pip install -r requirements.txt
500567```
501568
502- ### Running Tests
569+ ### 🧪 Running Tests
503570
504571``` bash
505572# Run all tests
@@ -521,7 +588,7 @@ make docker-example # Run example project on localhost:8000
521588make docker-clean # Clean up Docker resources
522589```
523590
524- ### Code Quality
591+ ### 🔍 Code Quality
525592
526593``` bash
527594# Install pre-commit hooks (one-time setup)
@@ -549,7 +616,7 @@ make security
549616make check
550617```
551618
552- ### Example Project
619+ ### 🚀 Example Project
553620
554621``` bash
555622# Set up example project
@@ -785,7 +852,7 @@ POSTGRES_ANON = {
785852
786853Performance tuning options are not yet implemented. Future versions may include batch processing and transaction control options.
787854
788- ## Security Considerations
855+ ## 🔒 Security Considerations
789856
7908571 . ** Function Validation** : All anonymization functions are validated to prevent SQL injection
7918582 . ** Role-Based Access** : Separate database roles ensure proper data isolation
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