Github user nishkamravi2 commented on the pull request:
https://github.com/apache/spark/pull/2485#issuecomment-56876371
As Sandy points out, 7% is on the conservative side. In the interest of
minimizing memory waste while covering the common cases (as per our
experiments). Anything between 6-10% should make for a good default value.
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