Prune columns / pages that are all null in ParquetExec by connecting up row_counts in pruning statistics

[alamb]

Is your feature request related to a problem or challenge?

@appletreeisyellow added PruningStatistics::row_counts() in #9223 which allows better pruning of columns which are all null.

However, I believe we have not hooked that API up into the ParquetExec, so it won't prune row groups based on this information.

For example, if column a is all NULL, a predicate `a > 5' can never be true, but the the ParquetExec won't be able to prune row groups or pages for this case

Describe the solution you'd like

Implement RowGroupPruningStastics::row_counts

https://github.com/apache/arrow-datafusion/blob/2dad90425bacb98a3c2a4214faad53850c93104e/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs#L345-L347

And PagesPruningStatistics::row_counts

https://github.com/apache/arrow-datafusion/blob/2dad90425bacb98a3c2a4214faad53850c93104e/datafusion/core/src/datasource/physical_plan/parquet/page_filter.rs#L550-L552

Describe alternatives you've considered

I think the row counts can be found on https://docs.rs/parquet/latest/parquet/format/struct.ColumnMetaData.html

So this ticket should be a matter of copying the row counts correctly and writing some tests in https://github.com/apache/arrow-datafusion/blob/main/datafusion/core/tests/parquet/row_group_pruning.rs / https://github.com/apache/arrow-datafusion/blob/main/datafusion/core/tests/parquet/page_pruning.rs

Additional context

No response

[alamb]

cc @Ted-Jiang and @progval as you have been working in this area recently

[Ted-Jiang]

@alamb Thanks for ping me, i will check this today

[Ted-Jiang]

related: #9223 (comment)