Github user sethah commented on the issue:
https://github.com/apache/spark/pull/15671
IMO, the way we're doing this logging right now is unsustainable. It
requires too much manual work. We can leave this discussion for a different
JIRA, but what we could do is modify the `Instrumentation` class to just
truncate the param value string after a certain number of characters. Then, we
could even modify `Predictor.fit` to create Instrumentation and log all params.
The only thing we'd have to do in the individual algorithms is log anything
else - algorithm specific - that we want to add. I haven't tested this yet.
@jkbradley @zhengruifeng what do you think?
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