[FEA] Support GPU accelerated UDF alternative for higher order function "aggregate" over window

[GaryShen2008]

Is your feature request related to a problem? Please describe.
Need to find a way to support higher order function "aggregate" on GPU

Describe the solution you'd like
SQL + Hive UDF.

Sub tasks:

• cuDF Table needs to support explode on a column - cudf work [REVIEW] Adding support for explode to cuDF rapidsai/cudf#7140
• cuDF Table needs to support explode on a column - JNI work Add Java interface for the new API 'explode' [skip ci] rapidsai/cudf#7151
• Support collect_list (aka expression CollectList ) running on GPU with Windowing - cudf Implement COLLECT rolling window aggregation rapidsai/cudf#7189
• Support collect_list (aka expression CollectList ) running on GPU with Windowing - JNI test cases Add Java unit tests for window aggregate 'collect' [skip ci] rapidsai/cudf#7121
• Support collect_list (aka expression CollectList ) running on GPU with Windowing - plugin Support executing collect_list on GPU with windowing. #1548
• Support struct (aka expression CreateNamedStruct) running on GPU - JNI + plugin
• GPU Shuffle and GPU Sort support 'struct' type. - plugin
• HiveUDF supports array type
• Check whether all the aggregates could be rewritten by cuDF APIs
• Create CPU examples of using the Hive UDF to execute the aggregate, along with the SQL part.
• Create GPU examples of using the Hive UDF to execute the aggregate, along with the SQL part.
• Create a complete list of the aggregates