Your question is Log Parsing Script for Error Codes. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Write a script in Python or Bash to parse a large log file, extract specific error codes, and output a summary report for Avalara.