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Refactor: improve query spill #17997

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@zhang2014

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@zhang2014

Summary
Refactor the spill module in databend-query to improve module stability

  • Support new syntax: SPILL QUERY 'query_id'
  • Refactor aggregate spill to complete spilling using minimal memory
  • Refactor join spill to complete spilling using minimal memory
  • Implement memory arbiter based on executor scheduling
  • Integrate with workload groups to implement memory resource management

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