[Feature] Support Skew join in FE

[before-Sunrise]

Why I'm doing:

skew values use boradcast join, and other values use shuffle join for skew shuffle join

What I'm doing:

support skew join optimization in FE. This is the first pr of https://github.com/StarRocks/starrocks/pull/48655

Fixes #issue

What type of PR is this:

• [ ] BugFix
• [x] Feature
• [ ] Enhancement
• [ ] Refactor
• [ ] UT
• [ ] Doc
• [ ] Tool

Does this PR entail a change in behavior?

• [ ] Yes, this PR will result in a change in behavior.
• [x] No, this PR will not result in a change in behavior.

If yes, please specify the type of change:

• [ ] Interface/UI changes: syntax, type conversion, expression evaluation, display information
• [ ] Parameter changes: default values, similar parameters but with different default values
• [ ] Policy changes: use new policy to replace old one, functionality automatically enabled
• [ ] Feature removed
• [ ] Miscellaneous: upgrade & downgrade compatibility, etc.

Checklist:

• [x] I have added test cases for my bug fix or my new feature
• [ ] This pr needs user documentation (for new or modified features or behaviors)
• [ ] I have added documentation for my new feature or new function
• [ ] This is a backport pr

Bugfix cherry-pick branch check:

• [x] I have checked the version labels which the pr will be auto-backported to the target branch
  • [x] 3.3
  • [ ] 3.2
  • [ ] 3.1
  • [ ] 3.0
  • [ ] 2.5

[sonarqubecloud[bot]]

Quality Gate failed

Failed conditions
3.5% Duplication on New Code (required ≤ 3%)

See analysis details on SonarCloud

[sonarqubecloud[bot]]

Quality Gate failed

Failed conditions
3.9% Duplication on New Code (required ≤ 3%)

See analysis details on SonarQube Cloud

[github-actions[bot]]

[Java-Extensions Incremental Coverage Report]

:white_check_mark: pass : 0 / 0 (0%)

[github-actions[bot]]

[FE Incremental Coverage Report]

:white_check_mark: pass : 495 / 560 (88.39%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
:large_blue_circle:	com/starrocks/common/util/ProfilingExecPlan.java	2	9	22.22%	[244, 245, 246, 247, 248, 249, 251]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/physical/PhysicalSplitProduceOperator.java	6	14	42.86%	[49, 50, 53, 54, 57, 58, 63, 68]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/physical/PhysicalConcatenateOperator.java	7	14	50.00%	[41, 53, 54, 57, 58, 61, 62]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/physical/PhysicalSplitConsumeOperator.java	11	19	57.89%	[65, 66, 69, 70, 73, 74, 79, 84]
:large_blue_circle:	com/starrocks/planner/SplitCastPlanFragment.java	29	40	72.50%	[63, 85, 86, 91, 92, 96, 97, 101, 102, 106, 107]
:large_blue_circle:	com/starrocks/planner/SplitCastDataSink.java	29	34	85.29%	[80, 81, 86, 87, 104]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/Projection.java	12	14	85.71%	[185, 186]
:large_blue_circle:	com/starrocks/sql/optimizer/rule/tree/SkewShuffleJoinEliminationRule.java	193	206	93.69%	[147, 220, 221, 222, 322, 369, 370, 379, 380, 381, 400, 430, 445]
:large_blue_circle:	com/starrocks/qe/scheduler/dag/ExecutionDAG.java	24	25	96.00%	[575]
:large_blue_circle:	com/starrocks/sql/plan/PlanFragmentBuilder.java	117	120	97.50%	[3962, 4078, 4079]
:large_blue_circle:	com/starrocks/qe/SessionVariable.java	8	8	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/QueryOptimizer.java	7	7	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/physical/PhysicalCTEAnchorOperator.java	4	4	100.00%	[]
:large_blue_circle:	com/starrocks/planner/DataPartition.java	1	1	100.00%	[]
:large_blue_circle:	com/starrocks/common/LocalExchangerType.java	8	8	100.00%	[]
:large_blue_circle:	com/starrocks/sql/plan/ExecPlan.java	2	2	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/physical/PhysicalHashJoinOperator.java	4	4	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/LogicalPlanPrinter.java	8	8	100.00%	[]
:large_blue_circle:	com/starrocks/analysis/SlotDescriptor.java	2	2	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/operator/OperatorType.java	3	3	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/rule/implementation/HashJoinImplementationRule.java	3	3	100.00%	[]
:large_blue_circle:	com/starrocks/planner/UnionNode.java	8	8	100.00%	[]
:large_blue_circle:	com/starrocks/qe/feedback/guide/JoinTuningGuide.java	3	3	100.00%	[]
:large_blue_circle:	com/starrocks/common/FeConstants.java	1	1	100.00%	[]
:large_blue_circle:	com/starrocks/sql/optimizer/OptExpressionVisitor.java	3	3	100.00%	[]

[github-actions[bot]]

[BE Incremental Coverage Report]

:white_check_mark: pass : 0 / 0 (0%)