what happens if I reduce num.partitions in server.properties?

I mean, what happens to the partitions (or messages in them) that already
exist above this number

eg I have 32 partitions, messages have been distributed across them, then I
set num.partitions=16

do the partitions 17-32 stay available to consumers, but new messages are
just distributed across the first 16 from now on?

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