[Enhancement] run auto analyze job with priority (backport #55446)

[mergify]

Why I'm doing:

In case of a database with 10K+ tables, the auto analyze job can sustain for a few hours, so the job will not stop even if out of the running window.

What I'm doing:

To address this issue, we introduce two optimizations:

1. Check the running window before analyze each table
2. Sort jobs with priority, considering the stats healthy and stats staleness

Out of scope:

1. Analyzing external tables do not support priority
2. If analyze a single table can take a long time, it cannot be interrupted immediately

Fixes #55447

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
• This is a backport pr

[mergify]

Cherry-pick of 4f8f233 has failed:

On branch mergify/bp/branch-3.4/pr-55446
Your branch is up to date with 'origin/branch-3.4'.

You are currently cherry-picking commit 4f8f2334e.
  (fix conflicts and run "git cherry-pick --continue")
  (use "git cherry-pick --skip" to skip this patch)
  (use "git cherry-pick --abort" to cancel the cherry-pick operation)

Changes to be committed:
	modified:   fe/fe-core/src/main/java/com/starrocks/statistic/ExternalAnalyzeJob.java
	modified:   fe/fe-core/src/main/java/com/starrocks/statistic/NativeAnalyzeJob.java
	modified:   fe/fe-core/src/main/java/com/starrocks/statistic/StatisticAutoCollector.java
	modified:   fe/fe-core/src/main/java/com/starrocks/statistic/StatisticsCollectJob.java

Unmerged paths:
  (use "git add <file>..." to mark resolution)
	both modified:   fe/fe-core/src/main/java/com/starrocks/statistic/StatisticsCollectJobFactory.java
	both modified:   fe/fe-core/src/test/java/com/starrocks/statistic/StatisticsCollectJobTest.java

To fix up this pull request, you can check it out locally. See documentation: https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/reviewing-changes-in-pull-requests/checking-out-pull-requests-locally

[mergify]

@mergify[bot]: Backport conflict, please reslove the conflict and resubmit the pr

[sonarqubecloud]

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 SonarQube Cloud