1 point

The issue I usually have with these logging libraries is that they often don’t handle structured data well, which is something that’s commonly needed in a logging library.

For example, it’s fine for log entries to be a string when logging to console or a text file, but if you add a sink that logs to a database, service (Sentry, Loki, NewRelic, whatever), or JSON file, you’ll generally want some sort of structured data. At the minimum, you’d want the format string (e.g. "Unable to find {id}") and the variables (e.g. {"id":123}) to be stored separately, so that you can get aggregated counts for how often each error is being thrown regardless of the variables.

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LogTape author here.

LogTape also supports structured logging. Structured values are kept in LogRecord.properties. Please see how to use the JSON formatter.

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Thanks for the details!! Sorry I didn’t notice that.

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