[Enhancement] avoid to extract constant expr as common expr in array_map

[silverbullet233]

Why I'm doing:

What I'm doing:

In the array_map prepare phase, we will try to extract independent expressions from lambda expr as common expressions to avoid repeated calculations. At this time, the common expressions will be replaced with ColumnRefs.

However, there was a place that was not considered before, If the expression itself is a constant, we should not replace it with a ColumnRef, otherwise we will lose some opportunities for const optimization of the function.

Take the following query as an example, @arr was mistakenly replaced with ColumnRef, making it impossible for array_contains and array_map to apply optimization for const columns.

set @arr=array_generate(1,10000);
select array_map(x->array_contains(@arr,x), array_generate(1,100000));

	QueryTime
baseline	3.6s
after optimization	0.04s

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
  • 3.3
  • 3.2
  • 3.1
  • 3.0
  • 2.5

[github-actions]

[Java-Extensions Incremental Coverage Report]

✅ pass : 0 / 0 (0%)

[github-actions]

[FE Incremental Coverage Report]

✅ pass : 0 / 0 (0%)

[github-actions]

[BE Incremental Coverage Report]

✅ pass : 1 / 1 (100.00%)

file detail

	path	covered_line	new_line	coverage	not_covered_line_detail
🔵	be/src/exprs/lambda_function.cpp	1	1	100.00%	[]

[github-actions]

@Mergifyio backport branch-3.3

[github-actions]

@Mergifyio backport branch-3.2

[mergify]

backport branch-3.3

✅ Backports have been created

• #52559 [Enhancement] avoid to extract constant expr as common expr in array_map (backport #52541) has been created for branch branch-3.3

[mergify]

backport branch-3.2

✅ Backports have been created

• #52560 [Enhancement] avoid to extract constant expr as common expr in array_map (backport #52541) has been created for branch branch-3.2