[Enhancement] Add PendingTaskRunFIFOQueue to optimize task scheduler

[LiShuMing]

Why I'm doing:

What I'm doing:

Fixes #issue

What type of PR is this:

• [ ] BugFix
• [ ] Feature
• [x] 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 passed

Issues
9 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarCloud

[github-actions[bot]]

[FE Incremental Coverage Report]

:white_check_mark: pass : 107 / 120 (89.17%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
:large_blue_circle:	com/starrocks/scheduler/TaskRunFIFOQueue.java	70	82	85.37%	[108, 113, 118, 119, 133, 142, 149, 164, 165, 194, 200, 217]
:large_blue_circle:	com/starrocks/scheduler/TaskRunScheduler.java	16	17	94.12%	[127]
:large_blue_circle:	com/starrocks/scheduler/TaskRunManager.java	10	10	100.00%	[]
:large_blue_circle:	com/starrocks/scheduler/TaskRun.java	11	11	100.00%	[]

[github-actions[bot]]

[BE Incremental Coverage Report]

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

[github-actions[bot]]

@Mergifyio backport branch-3.3

[mergify[bot]]

backport branch-3.3

✅ Backports have been created

• #45418 [Enhancement] [Refactor] Add TaskRunFIFOQueue to optimize task scheduler (backport #45241) has been created for branch branch-3.3 but encountered conflicts

[LiShuMing]

@mergify backport branch-3.2

[mergify[bot]]

backport branch-3.2

✅ Backports have been created

• #45541 [Enhancement] [Refactor] Add TaskRunFIFOQueue to optimize task scheduler (backport #45241) has been created for branch branch-3.2 but encountered conflicts

[LiShuMing]

@mergify backport branch-3.1

[mergify[bot]]

backport branch-3.1

✅ Backports have been created

• #45540 [Enhancement] [Refactor] Add TaskRunFIFOQueue to optimize task scheduler (backport #45241) has been created for branch branch-3.1 but encountered conflicts