[kexianda]

Add a local Parquet-backed TPC-DS benchmark with support for all 103 query names and serialized Presto plans. Report task memory-pool peak bytes for each verbose query execution.

Add plan loading tests, expression deserialization compatibility, and a reproducible generator for the Q14, Q23, Q24, and Q39 a/b variants.

What problem does this PR solve?

Issue Number: close #959

Type of Change

• 🐛 Bug fix (non-breaking change which fixes an issue)
• ✨ New feature (non-breaking change which adds functionality)
• 🚀 Performance improvement (optimization)
• ⚠️ Breaking change (fix or feature that would cause existing functionality to change)
• 🔨 Refactoring (no logic changes)
• 🔧 Build/CI or Infrastructure changes
• 📝 Documentation only

Description

The workflow has three inputs:

1. Local Parquet data
2. Serialized single-node Bolt plans
3. The bolt_tpcds_benchmark executable

How to run tpcds benchmark:
_build/Release/bolt/benchmarks/tpcds/bolt_tpcds_benchmark
--bolt_benchmark_tpcds_data_path=/data/tpcds100
--bolt_benchmark_tpcds_plan_path=/tmp/BoltPlans/presto/tpcds/sf100/plans
--bolt_benchmark_tpcds_run_query=true
--bm_regex='q(1|2|14a)$'

Performance Impact

• No Impact: This change does not affect the critical path (e.g., build system, doc, error handling).
• Positive Impact: I have run benchmarks.
• Negative Impact: Explained below (e.g., trade-off for correctness).

Release Note

Please describe the changes in this PR

Release Note:

Release Note:
- add TPCDS benchmark tool

Checklist (For Author)

• I have added/updated unit tests (ctest).
• I have verified the code with local build (Release/Debug).
• I have run clang-format / linters.
• (Optional) I have run Sanitizers (ASAN/TSAN) locally for complex C++ changes.
• No need to test or manual test.

Breaking Changes

• No
• Yes (Description: ...)