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Implement new group size hint syntax
This commit implements the new GROUP SIZE query hint syntax proposed in design doc MaterializeInc#21500. The syntax comprises three new query hints: AGGREGATE INPUT GROUP SIZE, DISTINCT ON INPUT GROUP SIZE, and LIMIT INPUT GROUP SIZE. These hints apply to the syntax constructs they refer to, as opposed to EXPECTED GROUP SIZE, which applies to all constructs in a query block. The new syntax cannot be mixed with the old EXPECTED GROUP SIZE query hint, so an error is raised in case an invalid combination is detected.
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