Integrate window function optimization rules into IoTDB

[Sh-Zh-7]

Description

This PR introduce the following optimization rules:

• PruneWindowColumns
• RemoveRedundantWindow
• PruneOrderByInWindowAggregation
• GatherAndMergeWindows
• ReplaceWindowWithRowNumber
• PushdownLimitIntoWindow
• PushdownFilterIntoWindow

And its corresponding nodes and operators.

[codecov]

Codecov Report

❌ Patch coverage is 0.29390% with 1357 lines in your changes missing coverage. Please review.
✅ Project coverage is 39.16%. Comparing base (9abac5c) to head (fa450f1).
⚠️ Report is 36 commits behind head on master.

Files with missing lines	Patch %	Lines
...tion/operator/GroupedTopNRowNumberAccumulator.java	0.00%	220 Missing ⚠️
...ne/execution/operator/RowReferencePageManager.java	0.00%	151 Missing ⚠️
.../planner/iterative/rule/GatherAndMergeWindows.java	0.00%	143 Missing ⚠️
...l/aggregation/grouped/array/IntArrayFIFOQueue.java	0.00%	90 Missing ⚠️
...ngine/plan/relational/planner/node/ValuesNode.java	0.00%	88 Missing ⚠️
...n/operator/process/window/TopKRankingOperator.java	0.00%	84 Missing ⚠️
...gregation/grouped/array/LongBigArrayFIFOQueue.java	0.00%	81 Missing ⚠️
...xecution/operator/GroupedTopNRowNumberBuilder.java	0.00%	78 Missing ⚠️
...ion/operator/process/window/RowNumberOperator.java	0.00%	76 Missing ⚠️
...ne/plan/relational/planner/node/RowNumberNode.java	0.00%	69 Missing ⚠️
... and 13 more

Additional details and impacted files

@@             Coverage Diff              @@
##             master   #16953      +/-   ##
============================================
+ Coverage     39.02%   39.16%   +0.14%     
- Complexity      207      212       +5     
============================================
  Files          5021     5073      +52     
  Lines        333377   338578    +5201     
  Branches      42431    43138     +707     
============================================
+ Hits         130110   132617    +2507     
- Misses       203267   205961    +2694     

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