Spark 3.0.1 - PCA throws “The param k and numFeatures is too large for SVD computation”

Question

I am using spark 3.0.1 and try to do a PCA on a dataframe with 4.827 rows and 18.000 columns(features) for 2 principal components(k=2) but I take below error: