# Logging Handler Improvements for GN3 ## Tags * assigned: jnduli * priority: low * type: enhancement ## Goal Our logs help us fix problems without the need for LOG_LEVEL=DEBUG ## Background When fixing logs in our database_connection => https://github.com/genenetwork/genenetwork3/pull/167 related PR I realized that our logs don't provide enough context to debug and fix problems. Also looking at the code in gn3 => https://github.com/jnduli/genenetwork3/blob/8e4c5eefaa8d02b10d0d0a38ac81718a7cadf231/gn3/loggers.py#L16 gn3 log set up control We only provide StreamHandler which I still don't understand how it links up to the overall logging infrastructure. ## Proposal * Change our FORMAT message to provide more context for failures i.e. use "%(levelname)s:%(name)s:%(pathname)s:%(funcName)s:%(asctime)s:%(message)s" => https://docs.python.org/3/library/logging.html#logrecord-attributes ref for attributes * Add extra handlers that help easily parse and store errors permanently. Piping the StreamHandler to a file may still help and work here. Storing the logs in a file supports some nice future features that may help with maintentance. * Build a tool that can parse and search through the log files looking for `ERROR`s. This helps us with early detection of potential problems instead of waiting for users to complain about this. This means attempting to be more detailed on our logs. A potential improvement would be to log our errors in gn3's error logging code meaning we have user failures in our code. => https://github.com/jnduli/genenetwork3/blob/8e4c5eefaa8d02b10d0d0a38ac81718a7cadf231/gn3/errors.py#L1 suggestion for where to add more error logs * Log rotation strategy? * Infrastructure for managing logs? I'm familiar with ELK.