[FEA] SortOrder supports arrays

[wbo4958]

Is your feature request related to a problem? Please describe.

        SELECT
            a,
            b,
            c,
            d,
            LEAD(d, 1) OVER (PARTITION BY a ORDER BY b,c,d ASC) lead_array_1
        FROM table

if the type of column d is Array, then any expressions and plans with SortOrder will not be accelerated by GPU

!Exec <WindowExec> cannot run on GPU because not all expressions can be replaced
  @Expression <Alias> lead(d#3, 1, null) windowspecdefinition(a#0L, b#1L ASC NULLS FIRST, c#2L ASC NULLS FIRST, d#3 ASC NULLS FIRST, specifiedwindowframe(RowFrame, 1, 1)) AS lead_array_1#15 could run on GPU
    @Expression <WindowExpression> lead(d#3, 1, null) windowspecdefinition(a#0L, b#1L ASC NULLS FIRST, c#2L ASC NULLS FIRST, d#3 ASC NULLS FIRST, specifiedwindowframe(RowFrame, 1, 1)) could run on GPU
      @Expression <Lead> lead(d#3, 1, null) could run on GPU
      !Expression <WindowSpecDefinition> windowspecdefinition(a#0L, b#1L ASC NULLS FIRST, c#2L ASC NULLS FIRST, d#3 ASC NULLS FIRST, specifiedwindowframe(RowFrame, 1, 1)) cannot run on GPU because expression SortOrder d#3 ASC NULLS FIRST produces an unsupported type ArrayType(IntegerType,true)
        @Expression <AttributeReference> a#0L could run on GPU
        @Expression <SortOrder> b#1L ASC NULLS FIRST could run on GPU
          @Expression <AttributeReference> b#1L could run on GPU
        @Expression <SortOrder> c#2L ASC NULLS FIRST could run on GPU

[ttnghia]

Sorting non-nested arrays is now supported in libcudf so I believe that this can be partially fixed if needed. Support for sorting nested arrays may need to wait further.