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[BUG] Pandas 2+ and Spark < 3.4 can't work together #476

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goodwanghan opened this issue Jun 6, 2023 · 0 comments · Fixed by #474
Closed

[BUG] Pandas 2+ and Spark < 3.4 can't work together #476

goodwanghan opened this issue Jun 6, 2023 · 0 comments · Fixed by #474
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compatibility spark
Milestone
0.8.5

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@goodwanghan
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Pandas 2+ and Spark < 3.4 can't work together because pyspark < 3.4 relies on some old features of Pandas such as iteritems.

However, there are workarounds. And given that many users have not upgraded to the latest Spark but still want to use Pandas 2, we should implement the workarounds and make them work together.

We should also take this chance to do more extensive Spark tests with different version combinations of pyspark and pandas.
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Fix Pandas 2+ and Spark < 3.4 incompatibility issues fugue-project/fugue
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@goodwanghan