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| 1 | +# PyTraceX |
| 2 | + |
| 3 | +**PyTraceX** is a lightweight and extensible Python library designed for **execution flow tracing**, **audit logging**, **correlation ID tracking**, **ML pipeline monitoring**, and **file I/O tracing**. It provides a seamless way to capture, analyze, and manage system interactions, all while maintaining a minimal footprint and high configurability. |
| 4 | + |
| 5 | +--- |
| 6 | + |
| 7 | +## ✨ Features |
| 8 | + |
| 9 | +- **Function Execution Tracing** |
| 10 | + Capture function calls, execution time, and input arguments automatically. |
| 11 | + |
| 12 | +- **Audit Logging** |
| 13 | + Securely log critical operations with tamper-proof signatures. |
| 14 | + |
| 15 | +- **Correlation ID Tracking** |
| 16 | + Associate correlation IDs with requests to enable distributed tracing across microservices. |
| 17 | + |
| 18 | +- **ML Pipeline Monitoring** |
| 19 | + Track data transformations, preprocessing, and model training workflows. |
| 20 | + |
| 21 | +- **File I/O Tracing** |
| 22 | + Monitor file operations such as reading, writing, and closing files with built-in tracking. |
| 23 | + |
| 24 | +- **Real-Time Execution Monitoring** *(Optional)* |
| 25 | + A web-based dashboard for interactive monitoring and visualization. |
| 26 | + |
| 27 | +- **Configurable and Extensible** |
| 28 | + Supports in-memory storage by default, with the option to integrate databases or other external systems. |
| 29 | + |
| 30 | +--- |
| 31 | + |
| 32 | +## 📌 Key Benefits |
| 33 | + |
| 34 | +- **Minimal Dependencies** |
| 35 | + Uses only standard Python libraries by default, ensuring lightweight deployment. |
| 36 | + |
| 37 | +- **Plug-and-Play Decorators** |
| 38 | + Easily add tracing, logging, and monitoring to existing functions with simple annotations. |
| 39 | + |
| 40 | +- **Production-Ready** |
| 41 | + Designed for both local development and large-scale distributed systems. |
| 42 | + |
| 43 | +- **Security & Compliance** |
| 44 | + Includes tamper-proof event logging and configurable **PII masking** for data protection. |
| 45 | + |
| 46 | +--- |
| 47 | + |
| 48 | +## 🛠 Configuration |
| 49 | + |
| 50 | +PyTraceX is **highly configurable**, allowing users to define: |
| 51 | +- Custom logging formats and verbosity. |
| 52 | +- Secure hashing mechanisms for audit logs. |
| 53 | +- PII masking rules to anonymize sensitive data. |
| 54 | +- Storage backends for trace event persistence. |
| 55 | + |
| 56 | +All configurations are easily adjustable to fit different use cases. |
| 57 | + |
| 58 | +--- |
| 59 | + |
| 60 | +## 📊 Real-Time Monitoring *(Optional)* |
| 61 | + |
| 62 | +For those who require **real-time trace visibility**, PyTraceX offers an optional web-based dashboard. |
| 63 | +This allows users to: |
| 64 | +- View recorded function calls and events. |
| 65 | +- Monitor live execution logs. |
| 66 | +- Filter and search trace events dynamically. |
| 67 | + |
| 68 | +--- |
| 69 | + |
| 70 | +## 🎯 Use Cases |
| 71 | + |
| 72 | +PyTraceX is designed for a wide range of applications, including: |
| 73 | +- **Debugging complex execution flows** in microservices and distributed systems. |
| 74 | +- **Enhancing observability** in data pipelines and machine learning workflows. |
| 75 | +- **Ensuring compliance** with secure logging for sensitive operations. |
| 76 | +- **Tracking file interactions** in automated workflows and backend systems. |
| 77 | + |
| 78 | +Its modular design makes it adaptable to both **small-scale scripts** and **enterprise-level applications**. |
| 79 | + |
| 80 | +--- |
| 81 | + |
| 82 | +## 📜 License |
| 83 | + |
| 84 | +PyTraceX is released under the **MIT License**. |
| 85 | + |
| 86 | +Users are free to modify, distribute, and use the library in both personal and commercial projects. |
| 87 | + |
| 88 | +--- |
| 89 | + |
| 90 | +## 🤝 Contributing |
| 91 | + |
| 92 | +We welcome contributions to improve and expand PyTraceX. |
| 93 | +- **Report issues** to help identify bugs and areas for improvement. |
| 94 | +- **Suggest features** that could enhance usability and functionality. |
| 95 | +- **Submit pull requests** to contribute directly to the project. |
| 96 | + |
| 97 | +Your feedback and participation help make PyTraceX better for everyone! |
| 98 | + |
| 99 | +--- |
| 100 | + |
| 101 | +## 📬 Contact |
| 102 | + |
| 103 | +For any inquiries, support, or feature requests, please reach out through the issues or discussion parts of the repository. |
| 104 | + |
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