I'm trying to use RapidMiner to Analyze Some Logged Events which I am getting from a System. Unfortunately, the Logs are not very well sorted and need cleaning up. I have tried the csv-import module on the textfile-logs which I have, but even with regex-matching I find it to be not customizable enough to cover all items in the log. Is there a similar extension or Plugin with more flexible Definitions which I could use to import logs into a Table?
Eventually, the lines look a bit like
<some Information> :Event :Timestamp : <some item containing "::" sometimes>: Action
but not all do, there are simple one-worder lines as well.
Do I need to buid external Data Preprocessing, or can this be done within RM?
I tried searching the forum and the extension marketplace as well with limited success. Any recommendations?