Do you need to file an issue?

• I have searched the existing issues and this feature is not already filed.
• My model is hosted on OpenAI or Azure. If not, please look at the "model providers" issue and don't file a new one here.
• I believe this is a legitimate feature request, not just a question. If this is a question, please use the Discussions area.

Is your feature request related to a problem? Please describe.

The current logging mechanisms implemented in the graphrag python package are complicated and do not conform to best-practice standards. It is difficult to capture all log messages from the graphrag library in a consistent manner.

Describe the solution you'd like

The custom logging functionality inside the graphrag package should be refactored and swapped out for the built-in Python logging module. Please use standard best-practices when utilizing the logging module.

Additional context

How to use the Python logging module is described in the following article:

https://betterstack.com/community/guides/logging/how-to-start-logging-with-python

Use that article as the basis for best-practices for Python logging.