# Installation Guide

## Requirements

- Python >= 3.9
- Dependencies listed in `pyproject.toml`

## Install from Source

1. Clone the repository:
```bash
git clone <repository-url>
cd SP2XR_code/sp2xr
```

2. Install the package:
```bash
pip install -e .
```

For Jupyter notebook support:
```bash
pip install -e ".[notebook]"
```

## Dependencies

Core dependencies include:
- `dask[dataframe]` >= 2024.6 - Parallel computing
- `dask[distributed]` - Distributed computing across multiple machines
- `dask-jobqueue` - Integration with job schedulers (SLURM)
- `pandas` >= 2.2
- `numpy` >= 1.26
- `pyyaml` - YAML configuration file parsing
- `psutil` - System and process utilities

## Development Setup

### Pre-commit Hooks
The repository uses pre-commit hooks for code quality:

```bash
pip install pre-commit
pre-commit install
```

Configured tools:
- **Black**: Code formatting
- **Ruff**: Linting and import sorting

### Testing
```bash
pytest tests/
```