[Feature] Refactor to support DataSketches Quantile、Theta、Frequency Sketches

[chenminghua8]

Why I'm doing:

What I'm doing:

In order to support DataSketches Quantile, Theta, and Frequency Sketches, HllSketchAggregateFunction was refactored as follows:

1. HllSketchAggregateFunction was renamed to DataSketchesAggregateFunction.
2. The file was renamed from ds_hll_count_distinct.h to ds_agg.h.
3. Class templates were used to make DataSketchesAggregateFunction support Hll, Quantile, Theta, and Frequency Sketches.
4. Unit tests for Hll Sketches were added.
5. Code to support Quantile, Theta, and Frequency Sketches was added to fe to avoid repeated modifications to these files when supporting Quantile, Theta, and Frequency Sketches later.

Fixes #50671

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

[alvin-celerdata]

@chenminghua8 Thank you for your contribution. Every new function should be reviewed and discussed on their interface. Would you like to split this PR into separate PR for each function?

[chenminghua8]

@chenminghua8 Thank you for your contribution. Every new function should be reviewed and discussed on their interface. Would you like to split this PR into separate PR for each function?

@alvin-celerdata How about splitting it into the following 4 RPs: 1. Refactor to support Quantile/Theta/Frequency Sketches; 2. Support Theta Sketches; 3. Support Quantile Sketches; 4. Support Frequency Sketches.

[sonarqubecloud]

Quality Gate passed

Issues
5 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

[github-actions]

[Java-Extensions Incremental Coverage Report]

✅ pass : 0 / 0 (0%)

[github-actions]

[FE Incremental Coverage Report]

✅ pass : 24 / 25 (96.00%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
🔵	com/starrocks/sql/analyzer/FunctionAnalyzer.java	0	1	00.00%	[538]
🔵	com/starrocks/sql/optimizer/rule/tree/PreAggregateTurnOnRule.java	3	3	100.00%	[]
🔵	com/starrocks/catalog/FunctionSet.java	21	21	100.00%	[]

[github-actions]

[BE Incremental Coverage Report]

✅ pass : 132 / 140 (94.29%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
🔵	be/src/exprs/agg/ds_hll_state.h	62	68	91.18%	[75, 76, 77, 78, 80, 81]
🔵	be/src/exprs/agg/ds_agg.h	64	66	96.97%	[30, 31]
🔵	be/src/exprs/agg/factory/aggregate_factory.hpp	2	2	100.00%	[]
🔵	be/src/exprs/agg/factory/aggregate_resolver_approx.cpp	4	4	100.00%	[]