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https://issues.apache.org/jira/browse/SPARK-61071?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-61071:
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Labels: pull-request-available (was: )
> Type pandas columns of Decimals and other values as PySpark does in
> createDataFrame of the Rust client
> ------------------------------------------------------------------------------------------------------
>
> Key: SPARK-61071
> URL: https://issues.apache.org/jira/browse/SPARK-61071
> Project: Spark
> Issue Type: Bug
> Components: Connect
> Affects Versions: 5.0.0
> Reporter: Hyukjin Kwon
> Priority: Major
> Labels: pull-request-available
>
> createDataFrame of a pandas object column that mixes Decimal values with
> other values, such as pd.DataFrame({"d": [Decimal("1.5"), 2]}), raises
> AttributeError: 'int' object has no attribute 'as_tuple' in the Rust client.
> PySpark 4.3.0 leaves such a column to Arrow, which types it decimal(2,1) and
> takes the int as 2.0, and raises PySparkTypeError or PySparkValueError for
> floats, strings, bools and values that do not fit.
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