Related Post: What does Incorrect Date Format Mean with Logs
Is there a way we can custom define our log file formats or is this "baked" into the product internals?
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This is baked into the product. As there are many, many different ways that log files can be formatted, great care is taken to make sure many different log formats can be detected correctly. If you have a format that you think should be recognized but isn't, I would open a ticket with support.
Adam, when you say "log format" why do you exactly mean ? Byte-format (e.g. text vs binary), log entry format (e.g. single-line vs json vs xml), timestamp format or organization of the fields in the single log entry ?
Update: this is on the roadmap.