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What changes were proposed in this pull request?

Changes in how py4j pyspark API works. It looks like there is a problem with mixins.scala when you are trying to work with them from Java (or py4j).

This PR changes how it is called from py4j. Instead of chaining calls, it calls methods one by one because they have side-effects internally any way.

Why are the changes needed?

Fix #741

@SemyonSinchenko SemyonSinchenko self-assigned this Oct 21, 2025
@SemyonSinchenko SemyonSinchenko added the pyspark-classic GraphFrames on PySpark Classic label Oct 21, 2025
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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 84.32%. Comparing base (7c82387) to head (8645879).
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Additional details and impacted files
@@ Coverage Diff @@ ## main #743 +/- ## ======================================= Coverage 84.32% 84.32% ======================================= Files 63 63 Lines 3030 3030 Branches 350 350 ======================================= Hits 2555 2555 Misses 475 475 

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@SemyonSinchenko SemyonSinchenko merged commit 861b6f9 into graphframes:main Oct 27, 2025
7 of 8 checks passed
@SemyonSinchenko SemyonSinchenko deleted the 741-pyspark-cc branch October 27, 2025 15:20
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pyspark-classic GraphFrames on PySpark Classic

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