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Posted to issues@spark.apache.org by "Apache Spark (Jira)" <ji...@apache.org> on 2023/01/31 04:13:00 UTC
[jira] [Assigned] (SPARK-42023) createDataFrame should corse types of string false to bool false
[ https://issues.apache.org/jira/browse/SPARK-42023?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Apache Spark reassigned SPARK-42023:
------------------------------------
Assignee: (was: Apache Spark)
> createDataFrame should corse types of string false to bool false
> ----------------------------------------------------------------
>
> Key: SPARK-42023
> URL: https://issues.apache.org/jira/browse/SPARK-42023
> Project: Spark
> Issue Type: Sub-task
> Components: Connect
> Affects Versions: 3.4.0
> Reporter: Hyukjin Kwon
> Priority: Major
>
> {code}
> pyspark/sql/tests/test_types.py:249 (TypesParityTests.test_infer_schema_upcast_boolean_to_string)
> self = <pyspark.sql.tests.connect.test_parity_types.TypesParityTests testMethod=test_infer_schema_upcast_boolean_to_string>
> def test_infer_schema_upcast_boolean_to_string(self):
> > df = self.spark.createDataFrame([[True, 1], ["false", 1]], schema=["a", "b"])
> ../test_types.py:251:
> _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
> ../../connect/session.py:282: in createDataFrame
> _table = pa.Table.from_pylist([dict(zip(_cols, list(item))) for item in _data])
> pyarrow/table.pxi:3700: in pyarrow.lib.Table.from_pylist
> ???
> pyarrow/table.pxi:5221: in pyarrow.lib._from_pylist
> ???
> pyarrow/table.pxi:3575: in pyarrow.lib.Table.from_arrays
> ???
> pyarrow/table.pxi:1383: in pyarrow.lib._sanitize_arrays
> ???
> pyarrow/table.pxi:1364: in pyarrow.lib._schema_from_arrays
> ???
> pyarrow/array.pxi:320: in pyarrow.lib.array
> ???
> pyarrow/array.pxi:39: in pyarrow.lib._sequence_to_array
> ???
> pyarrow/error.pxi:144: in pyarrow.lib.pyarrow_internal_check_status
> ???
> _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
> > ???
> E pyarrow.lib.ArrowInvalid: Could not convert 'false' with type str: tried to convert to boolean
> pyarrow/error.pxi:100: ArrowInvalid
> {code}
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