Feature: User Defined Aggregate Function (UDAF) based on arrow-udf create

[sundy-li]

Summary

Description for this feature.

Now we already introduce arrow-udf (js/python/wasm) into databend for scalar functions.

It's time to introduce UDAF.

Example codes:

https://github.com/arrow-udf/arrow-udf/blob/47624ea3ca6c6a007545a8d66d51e38f235b8c15/arrow-udf-python/tests/python.rs#L507-L608

Tracing

• support javascript feat(query): support javascript/python script User Defined Aggregate Function #17054
• support python feat(query): support javascript/python script User Defined Aggregate Function #17054
• support webassembly
• support server

[forsaken628]

https://crates.io/crates/arrow-udf-wasm
wasm doesn't implement an aggregation api, so I need to fix that!

update: A little more trouble than expected, lower priority