Joris Van den Bossche created ARROW-8647:
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             Summary: [C++][Dataset] Optionally encode partition field values 
as dictionary type
                 Key: ARROW-8647
                 URL: https://issues.apache.org/jira/browse/ARROW-8647
             Project: Apache Arrow
          Issue Type: Improvement
          Components: C++
            Reporter: Joris Van den Bossche
             Fix For: 1.0.0


In the Python ParquetDataset implementation, the partition fields are returned 
as dictionary type columns. 

In the new Dataset API, we now use a plain type (integer or string when 
inferred). But, you can already manually specify that the partition keys should 
be dictionary type by specifying the partitioning schema (in {{Partitioning}} 
passed to the dataset factory). 

Since using dictionary type can be more efficient (since partition keys will 
typically be repeated values in the resulting table), it might be good to still 
have an option in the DatasetFactory to use dictionary types for the partition 
fields.



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