Improve WindowTransform::updateAggregationState by addBatchSinglePlace

[lgbo-ustc]

Changelog category (leave one):

• Performance Improvement

Changelog entry (a user-readable short description of the changes that goes to CHANGELOG.md):

Use addBatchSinglePlace instead of add in some cases to accelate WindowTransform::updateAggregationState

Test

insert into test_data select intDiv(number,16) as a, number % 16 as b from numbers(10000000);

-- Q1
select a, sum(b) over (partition by a) from test_data;

-- Q2
select a, sum(b) over (partition by a order by b) from test_data;

-- Q3
select a, sum(b) over (partition by a rows between unbounded preceding and current row) from test_data;

-- Q4
select a, sum(b) over (partition by a order by b rows between unbounded preceding and current row) from test_data;

-- Q5
select a, sum(b) over (partition by a rows between unbounded preceding and unbounded following) from test_data;

-- Q6
select a, sum(b) over (partition by a order by b rows between unbounded preceding and unbounded following) from test_data;

-- Q7
select a, sum(b) over (partition by a rows between unbounded preceding and 4 following) from test_data;

-- Q8
select a, sum(b) over (partition by a order by b rows between unbounded preceding and 4 following) from test_data;

-- Q9
select a, sum(b) over (partition by a rows between 4 preceding and 4 following) from test_data;

-- Q10
select a, sum(b) over (partition by a order by b rows between 4 preceding and 4 following) from test_data;

Result

query	before	after	speedup
Q1	11.73 million rows/s., 117.31 MB/s	11.97 million rows/s., 119.73 MB/s.	-
Q2	8.81 million rows/s., 88.12 MB/s	8.79 million rows/s., 87.93 MB/s	-
Q3	11.74 million rows/s., 117.37 MB/s	11.75 million rows/s., 117.53 MB/s	-
Q4	11.73 million rows/s., 117.28 MB/s	11.81 million rows/s., 118.09 MB/s	-
Q5	12.35 million rows/s., 123.53 MB/s	13.55 million rows/s., 135.49 MB/s	+9%
Q6	12.66 million rows/s., 126.55 MB/s	13.56 million rows/s., 135.57 MB/s.	+9%
Q7	11.03 million rows/s., 110.32 MB/s.	11.13 million rows/s., 111.28 MB/s	-
Q8	11.65 million rows/s., 116.53 MB/s	11.66 million rows/s., 116.65 MB/s	-
Q9	7.40 million rows/s., 74.01 MB/s	8.31 million rows/s., 83.11 MB/s	+12%
Q10	7.50 million rows/s., 74.98 MB/s	8.51 million rows/s., 85.10 MB/s	+14%

Documentation entry for user-facing changes

• Documentation is written (mandatory for new features)

Information about CI checks: https://clickhouse.com/docs/en/development/continuous-integration/

[novikd]

Please add performance tests: https://clickhouse.com/docs/en/development/tests#performance-tests

[lgbo-ustc]

There is a failure in test_storage_rabbitmq/test.py::test_rabbitmq_drop_mv, seems not related to this pr.

[alexey-milovidov]

Suggested change

	template<bool enable_batch_aggregate>
	template <bool enable_batch_aggregate>

[alexey-milovidov]

Maybe it will be the same performance with if, because it will be predictable, but it will be cleaner.

[alexey-milovidov]

Let's resolve conflicts and merge.

[alexey-milovidov]

Merged in #56120.