I am trying to model a large dataset (2000000+ rows, ~150 columns) using the tidymodels and the spark engine. However, I am receiving the following error: java.lang.OutOfMemoryError: Java heap space ...

We've catch an error java.lang.OutOfMemoryError: Direct buffer memory and see some memory leaks with help of jvm option -Dio.netty.leakDetection.level=advanced.

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