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https://issues.apache.org/jira/browse/ARROW-3112?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16590144#comment-16590144
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Uwe L. Korn commented on ARROW-3112:
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This is because there is not halffloat type in Parquet. We could coerce this 
automatically to float: 
https://github.com/apache/parquet-format/blob/master/src/main/thrift/parquet.thrift#L37

> Can't save a df using Parquet if using float16
> ----------------------------------------------
>
>                 Key: ARROW-3112
>                 URL: https://issues.apache.org/jira/browse/ARROW-3112
>             Project: Apache Arrow
>          Issue Type: Bug
>          Components: Python
>    Affects Versions: 0.10.0
>            Reporter: Naor Volkovich
>            Priority: Major
>
> When trying to save a Pandas DF using "to_parquet" when that DF has a column 
> with a dtype of float16, I get the error: 
> "pyarrow.lib.ArrowNotImplementedError: Unhandled type for Arrow to Parquet 
> schema conversion: halffloat"



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