rootsense2.0 2.1.0

Here is the updated README for your project:

# rootsense2.0

A multithreading application for system monitoring, resource analysis, and predictive insights. This package integrates multiple functionalities for efficient resource management and includes Streamlit-based visualizations.

## Features

- **osinfo**: Collects and displays system information.
- **predict**: Trains predictive models for system resource usage.
- **root**: Performs root cause analysis based on system logs.
- **ticket**: Manages and analyzes tickets for system issues.
- **threads**: Combines all functionalities with multithreading for simultaneous execution.
- **chart**: Provides interactive charts using Streamlit.
- **report**: Generates detailed reports using Streamlit.

## Installation

1. Install Python (>=3.6).
2. Install the package via pip:

```bash
pip install rootsense2

Usage

Run All Functionalities

To execute all modules with multithreading:

python -m rootsense2.threads

Streamlit Applications

To run Streamlit apps separately:

streamlit run src/rootsense2/chart.py
streamlit run src/rootsense2/report.py

Individual Modules

Each module can be run independently:

python -m rootsense2.osinfo
python -m rootsense2.predict
python -m rootsense2.root
python -m rootsense2.ticket

Dependencies

The following main Python libraries are required:

• pymongo
• streamlit
• scipy
• sklearn
• pandas
• numpy
• logging

Install dependencies automatically during package installation or manually using:

pip install -r requirements.txt

Project Structure

rootsense2/
├── src/
│   ├── rootsense2/
│   │   ├── __init__.py
│   │   ├── threads.py
│   │   ├── osinfo.py
│   │   ├── predict.py
│   │   ├── root.py
│   │   ├── ticket.py
│   │   ├── chart.py
│   │   ├── report.py
├── README.md
├── LICENSE
├── setup.py
├── requirements.txt

License

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

Contributing

Contributions are welcome! Please submit a pull request or open an issue for enhancements or bug fixes.

Support

For any questions or issues, please contact yarnalkaramey@gmail.com.

This README provides a complete overview of the project, including its structure, usage, and installation. Let me know if you'd like to adjust anything further!