[VL] Fix type mismatch issue for typed imperative aggregate

[PHILO-HE]

What changes were proposed in this pull request?

For some typed imperative aggregate functions, like collect_list/ collect_set, spark will make agg buffer stored as BinaryType in partial/ partial merge phase, even though these two functions' output is ArrayType. Gluten has no such special handling. So for velox backend, agg function's raw data type is used for agg buffer in partial/partial merge. Thus, there will be a type mismatch issue in the latter shuffle operator, as gluten plan inherits attributes from its corresponding spark plan. For collect_list/ collect_set, shuffle expects BinaryType, but gets ArrayType.

This patch includes the code changes made by Jian, Ma.

The current gap:

1. Spark's collect_list/collect_set dismisses null input, but velox doesn't.
   We have fixed the null incompatible issue in personal velox branch (not merged).
2. A common issue for ObjectHashAggregate (including collect_set/collect_list, etc.):
   ObjectHashAggregate FINAL phase falls back (due to unsupported post project), but PARTIAL offloaded, the incompatibility can cause runtime issue.

How was this patch tested?

Imported spark UTs.

[github-actions]

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Then could you also rename commit message and pull request title in the following format?

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See also:

• Other pull requests

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[zhouyuan]

@PHILO-HE can you please do a rebase? thanks, -yuan

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[liujiayi771]

Is there any new progress on this PR?

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[zhouyuan]

@PHILO-HE can you please help to update the status in PR desc? I think below issue is fixed, however three are some other issues.

The current gap:
Spark's collect_list/collect_set dismisses null input, but velox doesn't.

-yuan

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This PR is stale because it has been open 45 days with no activity. Remove stale label or comment or this will be closed in 10 days.

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This PR was auto-closed because it has been stalled for 10 days with no activity. Please feel free to reopen if it is still valid. Thanks.