test: consolidate ASOF SQL coverage

[Xuanwo]

Which issue does this PR close?

• Part of ASOF join support / Specialize Range Joins #318.
• Umbrella PR: feat: support ASOF joins #23738.
• Follow-up to feat: support ASOF JOIN SQL #23830.

Rationale for this change

ASOF SQL behavior was split between sqllogictest and Rust integration tests. SQL-level results and plan shapes are easier to review and maintain in SLT, while Rust coverage remains useful for setup that SLT cannot express.

GitHub shows the cumulative stack because fork branches cannot be selected as upstream PR bases. The isolated diff is:
Xuanwo/datafusion@xuanwo/asof-sql...xuanwo/asof-slt-coverage

What changes are included in this PR?

• Move duplicated coercion, EXPLAIN, USING-output, and validation coverage into asof_join.slt.
• Add result and plan-shape coverage for right-output filtering, projection pruning, expression operands, empty inputs, duplicate left rows, self joins, and multi-key USING.
• Keep Rust tests that require multi-partition physical plans, unbounded inputs, cross-batch execution, or direct plan-to-SQL roundtrips.

Are these changes tested?

Yes:

• cargo fmt --all
• cargo clippy --all-targets --all-features -- -D warnings
• cargo test -p datafusion-sqllogictest --test sqllogictests --all-features -- asof_join
• cargo test -p datafusion --test core_integration asof --all-features
• Extended workspace tests from the contributor guide

Are there any user-facing changes?

No. This consolidates and expands coverage for the ASOF SQL contract introduced by #23830.

[github-actions]

Thank you for opening this pull request!

Reviewer note: cargo-semver-checks reported the current version number is not SemVer-compatible with the changes in this pull request (compared against the base branch).

Details

 Cloning apache/main
Building datafusion v55.0.0 (current)
Built [ 62.360s] (current)
Parsing datafusion v55.0.0 (current)
Parsed [ 0.035s] (current)
Building datafusion v55.0.0 (baseline)
Built [ 59.339s] (baseline)
Parsing datafusion v55.0.0 (baseline)
Parsed [ 0.035s] (baseline)
Checking datafusion v55.0.0 -> v55.0.0 (no change; assume patch)
Checked [ 0.669s] 223 checks: 223 pass, 31 skip
Summary no semver update required
Finished [ 124.110s] datafusion
Building datafusion-expr v55.0.0 (current)
Built [ 29.570s] (current)
Parsing datafusion-expr v55.0.0 (current)
Parsed [ 0.078s] (current)
Building datafusion-expr v55.0.0 (baseline)
Built [ 29.602s] (baseline)
Parsing datafusion-expr v55.0.0 (baseline)
Parsed [ 0.080s] (baseline)
Checking datafusion-expr v55.0.0 -> v55.0.0 (no change; assume patch)
Checked [ 1.203s] 223 checks: 222 pass, 1 fail, 0 warn, 31 skip
--- failure inherent_method_missing: pub method removed or renamed ---
Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.50.0/src/lints/inherent_method_missing.ron
Failed in:
LogicalPlanBuilder::asof_join, previously in file /home/runner/work/datafusion/datafusion/target/semver-checks/git-apache_main/13b4144fa032bf81b7ddcf1c2dc2dc618eedbec2/datafusion/expr/src/logical_plan/builder.rs:1012
LogicalPlanBuilder::asof_join, previously in file /home/runner/work/datafusion/datafusion/target/semver-checks/git-apache_main/13b4144fa032bf81b7ddcf1c2dc2dc618eedbec2/datafusion/expr/src/logical_plan/builder.rs:1012
LogicalPlanBuilder::asof_join, previously in file /home/runner/work/datafusion/datafusion/target/semver-checks/git-apache_main/13b4144fa032bf81b7ddcf1c2dc2dc618eedbec2/datafusion/expr/src/logical_plan/builder.rs:1012
LogicalPlanBuilder::asof_join, previously in file /home/runner/work/datafusion/datafusion/target/semver-checks/git-apache_main/13b4144fa032bf81b7ddcf1c2dc2dc618eedbec2/datafusion/expr/src/logical_plan/builder.rs:1012
Summary semver requires new major version: 1 major and 0 minor checks failed
Finished [ 61.437s] datafusion-expr
Building datafusion-sql v55.0.0 (current)
Built [ 43.252s] (current)
Parsing datafusion-sql v55.0.0 (current)
Parsed [ 0.031s] (current)
Building datafusion-sql v55.0.0 (baseline)
Built [ 43.531s] (baseline)
Parsing datafusion-sql v55.0.0 (baseline)
Parsed [ 0.033s] (baseline)
Checking datafusion-sql v55.0.0 -> v55.0.0 (no change; assume patch)
Checked [ 0.220s] 223 checks: 223 pass, 31 skip
Summary no semver update required
Finished [ 88.036s] datafusion-sql
Building datafusion-sqllogictest v55.0.0 (current)
Built [ 102.125s] (current)
Parsing datafusion-sqllogictest v55.0.0 (current)
Parsed [ 0.021s] (current)
Building datafusion-sqllogictest v55.0.0 (baseline)
Built [ 102.025s] (baseline)
Parsing datafusion-sqllogictest v55.0.0 (baseline)
Parsed [ 0.023s] (baseline)
Checking datafusion-sqllogictest v55.0.0 -> v55.0.0 (no change; assume patch)
Checked [ 0.096s] 223 checks: 223 pass, 31 skip
Summary no semver update required
Finished [ 206.775s] datafusion-sqllogictest
Building datafusion-substrait v55.0.0 (current)
Built [ 313.462s] (current)
Parsing datafusion-substrait v55.0.0 (current)
Parsed [ 0.016s] (current)
Building datafusion-substrait v55.0.0 (baseline)
Built [ 316.517s] (baseline)
Parsing datafusion-substrait v55.0.0 (baseline)
Parsed [ 0.019s] (baseline)
Checking datafusion-substrait v55.0.0 -> v55.0.0 (no change; assume patch)
Checked [ 0.233s] 223 checks: 223 pass, 31 skip
Summary no semver update required
Finished [ 631.922s] datafusion-substrait

[codecov-commenter]

Codecov Report

❌ Patch coverage is 72.80967% with 90 lines in your changes missing coverage. Please review.
✅ Project coverage is 81.68%. Comparing base (9fc7a4d) to head (f91b961).
⚠️ Report is 21 commits behind head on main.

Files with missing lines	Patch %	Lines
datafusion/sql/src/unparser/plan.rs	61.93%	57 Missing and 10 partials ⚠️
datafusion/sql/src/relation/join.rs	77.35%	5 Missing and 7 partials ⚠️
datafusion/expr/src/logical_plan/builder.rs	87.77%	3 Missing and 8 partials ⚠️

Additional details and impacted files

@@ Coverage Diff @@## main #24964 +/- ##
==========================================
+ Coverage 81.57% 81.68% +0.10% 
==========================================
Files 1123 1124 +1 Lines 410789 413484 +2695 Branches 410789 413484 +2695 ==========================================
+ Hits 335120 337756 +2636 + Misses 55913 55833 -80 - Partials 19756 19895 +139 

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