feat(query): add rule_grouping_sets_to_union

[sundy-li]

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Summary

feat(query): add rule_grouping_sets_to_union

add a new setting grouping_sets_to_union which apply this rule (default disabled)

Split Grouping Sets into Union All of Group by
Eg:

select number % 10 AS a, number % 3 AS b, number % 4 AS c
from numbers(100000000)
group by grouping sets((a,b),(a,c));

INTO:

select number % 10 AS a, number % 3 AS b, number % 4 AS c
from numbers(100000000)
group by a,b
union all
select number % 10 AS a, number % 3 AS b, number % 4 AS c
from numbers(100000000)
group by a,c

And with CTE integration after pr #18226

with _t as (select * from numbers(100000000))
select number % 10 AS a, number % 3 AS b, null AS c
from _t
group by a,b
union all
select number % 10 AS a, null AS b, number % 4 AS c
from _t
group by a,c

performance 2X:

explain analyze select  number % 10 a, number % 3 b, number % 4 c, number % 5 d, number % 6 e, number % 7 f from numbers(100000000) group by cube(a, b, c, d, e, f);

--main: Res 3.7GB, 14s
--pr : Res 2.1GB, 6.8s

Tests

• Unit Test
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

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This change is 

[RinChanNOWWW]

Is function grouping still supported when enable grouping_sets_to_union?