I have the same issue

        val a = sc.textFile("s3n://MyBucket/MyFolder/*.tif")
        a.first

works perfectly fine, but 

        val d = sc.wholeTextFiles("s3n://MyBucket/MyFolder/*.tif")  does not
work
        d.first

Gives the following error message

        java.io.FileNotFoundException: File /MyBucket/MyFolder.tif does not
exist.



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