[EPIC] Support all TPC-H queries in benchmark

[alamb]

Note: migrated from original JIRA: https://issues.apache.org/jira/browse/ARROW-11519

This is a tracking issue for supporting all of the TPC-H queries.

Supporting all of the queries will add a number of features and helps DataFusion become a robust & fast query engine.

• q1
• TPC-H Query 2 #159
• q3
• TPC-H Query 4 #160
• q5
• q6
• q7
• q8
• q9
• q10
• TPC-H Query 11 #163
• q12
• q13
• q14
• TPC-H Query 15 #166
• q16
• TPC-H Query 17 #168
• q18
• q19
• TPC-H Query 20 #171
• TPC-H Query 21 #172
• TPC-H Query 22 #175

[avantgardnerio]

I'm actively working on these, and I think my incoming PR will resolve all the ones with subqueries. I'm filing notes on the subtasks as I go.

[alamb]

Thank you @avantgardnerio

[andygrove]

I think this can be closed now!

[alamb]

Wow -- that almost is worth a blog post itself!

[Dandandan]

This is truly epic 🎉 and a big milestone thanks for all involved!