General Tips

1. logging is a Python module for logging coming with the standard library while loguru is a popular 3rd-party logging library. Unless you do not want your Python package/script to depend on 3rd-party libraries, loguru is preferred to logging for multiple reasons.

   • loguru is easy and fun to use
   • Good out-of-box experience. They default settings work well for most situations. For example, loguru works with Spark by default while logging needs additional configurations.

2. rich is a Python library for rich text and beautiful formatting in the terminal.

References

https://github.com/Delgan/loguru/issues/120

https://realpython.com/python-logging/

https://stackoverflow.com/questions/2031163/when-to-use-the-different-log-levels

PyLint message: logging-format-interpolation

http://www.legendu.net/misc/blog/python-logging-made-stupidly-simple-with-loguru/