HyukjinKwon commented on PR #58597:
URL: https://github.com/apache/spark/pull/58597#issuecomment-5582102497

   Closing after review. The data whose declared feature count this bounds is 
read by the submitted application itself, and a single global cap on the 
read-back path also rejects Spark's own intermediate results (e.g. HashingTF's 
default of 262144 written into column metadata), so a configurable global cap 
is not the right control here. The one site with a genuinely unbounded 
allocation (AttributeGroup) can be revisited on its own with an always-on 
sanity check if needed. Not proceeding with this approach; closing.


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