Insufficient Logging for Debugging

[EmAchieng]

Description: The logging is insufficient for troubleshooting, as it only logs successful operations and errors without much context.

Possible Fix: Enhance logging by including more details like parameters used in API calls and resource states before and after operations.

[EmAchieng]

The recent updates to the Azure resource management code significantly enhance logging capabilities, providing improved context for troubleshooting and monitoring. The implementation includes detailed logging of resource creation and deletion processes, status updates during provisioning, and error handling.

• Detailed Logging: Logs include timestamps and log levels, ensuring that every operation is recorded with context.
• Provisioning State Tracking: The wait_for_provisioning function logs the current state of resources, making it easier to identify issues during provisioning.
• Error Handling: Enhanced error logging captures failures along with their states, facilitating faster diagnosis.
• Rate Limiting: Warnings are logged when rate limits are exceeded, informing users of retry attempts.

Conclusion

Overall, these enhancements provide a more robust logging framework that aids in troubleshooting and monitoring Azure resource management operations. Future improvements could focus on logging specific API call parameters to further enrich the context.