This is indeed strange. To add to the question , I can see that if I use a
filter I get an exception (as expected) , so I am not sure what's the
difference between the where clause and filter :
b.filter(s=> {
val bar : String = s.getAs("bar")
bar.equals("20")
}).show
* java.lang.IllegalArgumentException: Field "bar" does not exist.*
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