[SPARK-39600][SQL] Enhance pushdown limit through window

[wangyum]

What changes were proposed in this pull request?

This PR adds support more cases for pushing down limit through window.

1. Window's partition specification is not empty. It will push down top N with global sort by partition specification and order specification.

   -- Origin query
   SELECT *, ROW_NUMBER() OVER(PARTITION BY a ORDER BY b) AS rn FROM Tab1 LIMIT 5;
   -- Equivalent push down limit query
   SELECT *,
          row_number() OVER(partition BY a ORDER BY b) AS rn
   FROM   (SELECT * FROM tab1 ORDER BY a, b LIMIT 5) t

2. It has less than or less than or equal filter condition on that pushable window and limit number less than or equal with that filter condition.

   -- Origin query
   SELECT *
   FROM   (SELECT *, row_number() OVER(PARTITION BY a ORDER BY b) AS rn FROM tab1) t
   WHERE  rn <= 5
   LIMIT 5
   -- Equivalent push down limit query
   SELECT *
   FROM   (SELECT *,
                  row_number() OVER(partition BY a ORDER BY b) AS rn
           FROM   (SELECT * FROM tab1 ORDER BY a, b LIMIT 5) t)
   WHERE rn <= 5

Why are the changes needed?

Improve query performance.

Impala also support it: https://issues.apache.org/jira/browse/IMPALA-9983

Does this PR introduce any user-facing change?

No.

How was this patch tested?

Unit test.

[wangyum]

@cloud-fan @sigmod

[HyukjinKwon]

cc @hvanhovell FYI

[github-actions]

We're closing this PR because it hasn't been updated in a while. This isn't a judgement on the merit of the PR in any way. It's just a way of keeping the PR queue manageable.
If you'd like to revive this PR, please reopen it and ask a committer to remove the Stale tag!

[xy-xin]

Will this be continue? @wangyum