[Feature] Support group-level queue and control concurrency limit in Leader FE (#29803 #29412 #29869 #30145 #30395 #30626 #30580)

[ZiheLiu]

[BugFix] Fix pending queryeis when group.concurrency_limit is null (#29803)

[Enhancement] Mark statistics Job and no need queued jobs for query queue (#29412)

[Enhancement] Add metrics for group-level query queue (#29869)

[Build] Add the test dependency assertj

[Feature] Support group-level queue with max_cpu_cores (backport #30145)

[Enhancement] Add group-level metric inuse_cpu_cores in BE (#30395)

[BugFix] Fix load type resource group selection

[BugFix] Fix lost resource group in audit log for insert (backport #30626)

[Feature] Support plan_cpu_cost_range and plan_mem_cost_range in resource group classifier (backport #30580)

[BugFix] Fix resource group in audit log and persist planCostRange

Fixes #issue

What type of PR is this:

• BugFix
• Feature
• Enhancement
• Refactor
• UT
• Doc
• Tool

Does this PR entail a change in behavior?

• Yes, this PR will result in a change in behavior.
• 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:

• 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

Bugfix cherry-pick branch check:

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