feat: impl Eliminate InSubquery

[KKould]

I hereby agree to the terms of the CLA available at: https://docs.databend.com/dev/policies/cla/

Summary

This rule is used to eliminate simple subqueries and move the filter in the subquery to Left.

select t3.* from t1 as t3 where t3.c = 'D' and t3.a in (select t4.a from t1 as t4 where t4.b = 7);

👇👇👇

select t3.* from t1 as t3 where t3.c = 'D' and t3.b = 7;

part of #17607

Tests

• Unit Test (TODO)
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

---

This change is