Metadata-Version: 2.4
Name: althenaxavier
Version: 3.0.0
Summary: AI-Powered Big Data Processing Engine - PySpark Alternative
Author: Arul Gnanakumar
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: pandas>=1.5.0
Requires-Dist: numpy>=1.21.0
Requires-Dist: psutil>=5.9.0
Requires-Dist: tqdm>=4.64.0
Requires-Dist: scikit-learn>=1.2.0
Requires-Dist: scipy>=1.9.0
Provides-Extra: full
Requires-Dist: pyarrow>=10.0.0; extra == "full"
Requires-Dist: openpyxl>=3.0.0; extra == "full"
Requires-Dist: fastparquet>=2023.0.0; extra == "full"
Provides-Extra: dev
Requires-Dist: pytest>=7.0.0; extra == "dev"
Requires-Dist: black>=22.0.0; extra == "dev"
Dynamic: author
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: license-file
Dynamic: provides-extra
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# AlthenaXavier 

[![Python Version](https://img.shields.io/badge/python-3.8%2B-blue)](https://python.org)
[![License](https://img.shields.io/badge/license-MIT-green)](LICENSE)
[![PyPI Version](https://img.shields.io/badge/pypi-3.0.0-blue)](https://pypi.org/project/althenaxavier)

**Industrial-grade AI-powered Big Data Processing Engine for Large CSV Files**

##  Features

-  **High-performance CSV processing** - Process GB-sized files with low memory
-  **AI-powered analytics** - Anomaly detection, trend analysis, forecasting
-  **Multi-file support** - Process multiple files with pattern matching
-  **Command Line Interface** - Easy to use CLI tool
-  **Adaptive chunk processing** - Auto-adjusts based on RAM
-  **Statistical analysis** - Mean, median, std deviation, quartiles
-  **Machine learning integration** - Isolation Forest, K-Means, Linear Regression

##  Installation

```bash
# Basic installation
pip install althenaxavier

# Full installation with all dependencies
pip install althenaxavier[full]
