[Data] Add TPCH queries 5,7,8,9 for benchmarking

[daiping8]

Description

Adding Query Q5, Q7, Q8, Q9 for TPCH tests

[gemini-code-assist]

Code Review

This pull request adds TPC-H queries 5, 7, 8, and 9 for benchmarking purposes. The overall structure of the new query files is consistent. However, I've found several correctness issues where the implementations deviate significantly from the TPC-H specifications for queries 7, 8, and 9. These need to be addressed to ensure the benchmarks are valid. Additionally, there are opportunities to improve performance in queries 5 and 9 by optimizing the join logic. The configuration changes in the YAML file are appropriate.

[cursor]

Cursor Bugbot has reviewed your changes and found 1 potential issue.

[daiping8]

@owenowenisme Please review the code. Looking forward to any suggestions.

[iamjustinhsu]

Hi @daiping8, can you help me understand why are you adding these benchmarks?

[daiping8]

Hi @daiping8, can you help me understand why are you adding these benchmarks?

Hi. This is a task assigned by the Ray Data Team. https://docs.google.com/document/d/1OFFp2jMMnrCPiE0Gxdi0ronXGVqtDYDbUoS3fsNc54Q/edit?pli=1&tab=t.0

[owenowenisme]

I think you're missing some tables in common.py ? How about let's open up a pr first to add the name mapping?

FYI

=== region ===
Column names: ['column0', 'column1', 'column2', 'column3']
column0: int64
column1: string
column2: string
column3: string

=== supplier ===
Column names: ['column0', 'column1', 'column2', 'column3', 'column4', 'column5', 'column6', 'column7']
column0: int64
column1: string
column2: string
column3: int64
column4: string
column5: double
column6: string
column7: string