Zheng Shao created PARQUET-1945:
-----------------------------------

             Summary: Add an option to allow auto conversion from empty fields 
to NULL
                 Key: PARQUET-1945
                 URL: https://issues.apache.org/jira/browse/PARQUET-1945
             Project: Parquet
          Issue Type: Improvement
          Components: parquet-format
            Reporter: Zheng Shao


Right now, Parquet Writer throws out an exception:

{{Parquet record is malformed: empty fields are illegal, the field should be 
ommited completely instead}}

when an empty field (array or struct or map I guess?) is written.

The suggestion here is to add an option "auto_convert_empty_fields_to_null" 
that convert empty fields to null automatically on write.

The LOC to change is 
[here:|https://sourcegraph.com/github.com/apache/parquet-mr/-/blob/parquet-column/src/main/java/org/apache/parquet/io/MessageColumnIO.java#L328]



{{ if (emptyField) {}}
{{    throw new ParquetEncodingException("empty fields are illegal, the field 
should be ommited completely instead");}}
{{ }}}



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