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Is there a way to configure Splunk to parse a sourcetype with mixed data types?

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All, I have a log file which is largely key value, with some random human readable language tossed in. Recent upgrades have resulted in XML getting mixed into the party. Does Splunk have a mode to which might be able to address the mixture of data types in the same logs? %time% app=SOMETHING something=value message="Some human readable thing" 12 Name dump is status="complete"

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