[Enhancement]global dictionary cache for table on lake

[zombee0]

Why I'm doing:

What I'm doing:

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
• This is a backport pr

Bugfix cherry-pick branch check:

• I have checked the version labels which the pr will be auto-backported to the target branch
  • 3.4
  • 3.3
  • 3.2
  • 3.1
  • 3.0

[sonarqubecloud]

Quality Gate failed

Failed conditions
C Reliability Rating on New Code (required ≥ A)

See analysis details on SonarQube Cloud

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[github-actions]

[Java-Extensions Incremental Coverage Report]

✅ pass : 0 / 0 (0%)

[github-actions]

[BE Incremental Coverage Report]

✅ pass : 0 / 0 (0%)

[github-actions]

[FE Incremental Coverage Report]

✅ pass : 136 / 167 (81.44%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
🔵	com/starrocks/planner/IcebergScanNode.java	0	2	00.00%	[318, 319]
🔵	com/starrocks/planner/DeltaLakeScanNode.java	0	2	00.00%	[219, 220]
🔵	com/starrocks/sql/optimizer/statistics/CacheDictManager.java	1	5	20.00%	[195, 269, 270, 276]
🔵	com/starrocks/planner/PlanFragment.java	1	2	50.00%	[553]
🔵	com/starrocks/statistic/StatisticExecutor.java	15	19	78.95%	[79, 344, 357, 358]
🔵	com/starrocks/sql/optimizer/statistics/CacheRelaxDictManager.java	98	115	85.22%	[95, 124, 127, 128, 133, 134, 137, 138, 139, 140, 170, 188, 189, 210, 211, 255, 256]
🔵	com/starrocks/sql/optimizer/statistics/ColumnDict.java	11	12	91.67%	[61]
🔵	com/starrocks/planner/ScanNode.java	1	1	100.00%	[]
🔵	com/starrocks/sql/optimizer/statistics/IRelaxDictManager.java	1	1	100.00%	[]
🔵	com/starrocks/connector/statistics/StatisticsUtils.java	3	3	100.00%	[]
🔵	com/starrocks/common/ThreadPoolManager.java	3	3	100.00%	[]
🔵	com/starrocks/planner/HdfsScanNode.java	2	2	100.00%	[]