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Glin-Profanity is a lightweight and efficient Python package designed to detect and filter profane language in text inputs across multiple languages.

Project description

Glin-Profanity Python Package

A lightweight and efficient Python package designed to detect and filter profane language in text inputs across multiple languages.

Features

  • 🌍 Multi-language Support: Supports 25+ languages including English, Spanish, French, German, Arabic, Chinese, and many more
  • 🎯 Context-Aware Filtering: Advanced context analysis to reduce false positives
  • ⚙️ Highly Configurable: Customize word lists, severity levels, and filtering behavior
  • 🚀 High Performance: Optimized for speed and efficiency
  • 🔧 Easy Integration: Simple API that works with any Python application
  • 📝 TypeScript Compatible: Mirrors the API of the TypeScript version

Installation

pip install glin-profanity

Quick Start

from glin_profanity import Filter

# Basic usage
filter_instance = Filter()

# Check if text contains profanity
if filter_instance.is_profane("This is a damn example"):
    print("Profanity detected!")

# Get detailed results
result = filter_instance.check_profanity("This is a damn example")
print(result["profane_words"])  # ['damn']
print(result["contains_profanity"])  # True

Configuration Options

from glin_profanity import Filter, SeverityLevel

# Advanced configuration
config = {
    "languages": ["english", "spanish"],  # Specific languages
    "case_sensitive": False,              # Case sensitivity
    "word_boundaries": True,              # Enforce word boundaries
    "replace_with": "***",                # Replacement text
    "severity_levels": True,              # Enable severity detection
    "custom_words": ["badword"],          # Add custom words
    "ignore_words": ["exception"],        # Ignore specific words
    "allow_obfuscated_match": True,       # Detect obfuscated text
    "fuzzy_tolerance_level": 0.8,         # Fuzzy matching threshold
}

filter_instance = Filter(config)

API Reference

Filter Class

__init__(config: Optional[FilterConfig] = None)

Initialize the filter with optional configuration.

is_profane(text: str) -> bool

Check if text contains profanity. Returns True if profanity is detected.

check_profanity(text: str) -> CheckProfanityResult

Perform comprehensive profanity analysis with detailed results.

matches(word: str) -> bool

Check if a single word matches profanity patterns. Alias for is_profane().

check_profanity_with_min_severity(text: str, min_severity: SeverityLevel) -> Dict

Check profanity with minimum severity filtering.

Types

CheckProfanityResult

{
    "contains_profanity": bool,
    "profane_words": List[str],
    "processed_text": Optional[str],      # If replace_with is set
    "severity_map": Optional[Dict],       # If severity_levels is True
    "matches": Optional[List[Match]],     # Detailed match information
    "context_score": Optional[float],     # Context analysis score
    "reason": Optional[str]               # Analysis reason
}

SeverityLevel

  • SeverityLevel.EXACT: Exact word match
  • SeverityLevel.FUZZY: Fuzzy/approximate match

Supported Languages

Arabic, Chinese, Czech, Danish, English, Esperanto, Finnish, French, German, Hindi, Hungarian, Italian, Japanese, Korean, Norwegian, Persian, Polish, Portuguese, Russian, Spanish, Swedish, Thai, Turkish

Development

Setup

# Clone the repository
git clone https://github.com/GLINCKER/glin-profanity
cd glin-profanity/packages/py

# Install with development dependencies
pip install -e ".[dev]"

Testing

# Run tests
pytest

# Run tests with coverage
pytest --cov=glin_profanity

Code Quality

# Format code
black glin_profanity tests

# Sort imports
isort glin_profanity tests

# Type checking
mypy glin_profanity

# Linting
ruff check glin_profanity tests

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contributing

Contributions are welcome! Please read our Contributing Guide for details on our code of conduct and the process for submitting pull requests.

Support

Changelog

See CHANGELOG.md for a list of changes and updates.

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