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python - Save pysaprk dataframe in libsvm format to s3

I have a pyspark data frame with two columns - features and label.

features is a sparse vector I have created after multiple transformations and finally used vectorassembler. I want to write this dataframe to s3 in libsvm format but I am struggling to get any leads on how to do that.

Edit 1: Looking for a solution without converting the dataframe to RDD

question from:https://stackoverflow.com/questions/65841862/save-pysaprk-dataframe-in-libsvm-format-to-s3

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