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perf(sql): use all available worker threads in parallel GROUP BY #4495

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Introduces a separate queue for parallel GROUP BY and makes sure to use all available worker threads in aggregate and merge shards phases of GROUP BY pipeline.

@puzpuzpuz puzpuzpuz added SQL Issues or changes relating to SQL execution Performance Performance improvements labels May 12, 2024
@puzpuzpuz puzpuzpuz self-assigned this May 12, 2024
@puzpuzpuz puzpuzpuz closed this May 18, 2024
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