Installation

Install Sparkless using pip:

pip install sparkless

For development with testing tools:

pip install sparkless[dev]

For documentation building:

pip install sparkless[docs]

Requirements

• Python 3.8 or higher

• Polars >= 0.20.0 (automatically installed)

• psutil >= 5.8.0 (automatically installed)

Optional Dependencies

• pandas - For pandas fallback mode and analytics features

• numpy - For advanced analytics operations