A brutally efficient data processing engine with zero tolerance for nonsense
Vicious Processor is a Python library for data processing that takes no prisoners. It validates input with extreme prejudice, processes only worthy values, and fails aggressively when necessary.
Traditional data processors are too forgiving. They:
- Silently skip invalid data
- Return ambiguous errors
- Don't tell you when something smells fishy
Vicious Processor is different. It:
- Fails fast and loud on invalid input
- Logs every questionable decision
- Gives you complete control over aggression levels
- Provides detailed metrics about data quality
pip install vicious-processor