[GLUTEN-7905][CH] Implete window's `topk` by aggregation

[lgbo-ustc]

What changes were proposed in this pull request?

(Please fill in changes proposed in this fix)

Fixes: #7905

How was this patch tested?

(Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests)

unit tests

(If this patch involves UI changes, please attach a screenshot; otherwise, remove this)

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https://github.com/apache/incubator-gluten/issues/7905

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[lgbo-ustc]

A benchmark on following queries

low cardinality partition keys

insert overwrite table dump_line 
select l_orderkey, l_partkey, l_suppkey, l_linenumber from (
  select l_orderkey, l_partkey, l_suppkey, l_linenumber, row_number() over (partition by l_suppkey order by l_orderkey, l_partkey) as r from tpch_pq.lineitem
) where r = 1;

• before

  0: jdbc:hive2://localhost:10000> insert overwrite table dump_line select l_orderkey, l_partkey, l_suppkey, l_linenumber from (select l_orderkey, l_partkey, l_suppkey, l_linenumber, row_number() over (partition by l_suppkey order by l_orderkey, l_partkey) as r from tpch_pq.lineitem) where r = 1;
  +---------+
  | Result  |
  +---------+
  +---------+
  No rows selected (28.467 seconds)

  

• after

  0: jdbc:hive2://localhost:10000> insert overwrite table dump_line select l_orderkey, l_partkey, l_suppkey, l_linenumber from (select l_orderkey, l_partkey, l_suppkey, l_linenumber, row_number() over (partition by l_suppkey order by l_orderkey, l_partkey) as r from tpch_pq.lineitem) where r = 1;
  +---------+
  | Result  |
  +---------+
  +---------+
  No rows selected (14.3 seconds)

  

high cardinality partition keys

• before

  0: jdbc:hive2://localhost:10000> insert overwrite table dump_line select l_orderkey, l_partkey, l_suppkey, l_linenumber from (select l_orderkey, l_partkey, l_suppkey, l_linenumber, row_number() over (partition by l_suppkey, l_orderkey  order by  l_partkey) as r from tpch_pq.lineitem) where r = 1;
  +---------+
  | Result  |
  +---------+
  +---------+
  No rows selected (41.441 seconds)

  

• after

  0: jdbc:hive2://localhost:10000> insert overwrite table dump_line select l_orderkey, l_partkey, l_suppkey, l_linenumber from (select l_orderkey, l_partkey, l_suppkey, l_linenumber, row_number() over (partition by l_suppkey, l_orderkey  order by  l_partkey) as r from tpch_pq.lineitem) where r = 1;
  +---------+
  | Result  |
  +---------+
  +---------+
  No rows selected (50.714 seconds)

  

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