How to resolve the AnalysisException: resolved attribute(s) in Spark

Question

val rdd = sc.parallelize(Seq((\"vskp\", Array(2.0, 1.0, 2.1, 5.4)),(\"hyd\",Array(1.5, 0.5, 0.9, 3.7)),(\"hyd\", Array(1.5, 0.5, 0.9, 3.2)),(\"tvm\", Array(8.0, 2.9,         


        

Answer 1

As mentioned in my comment, it is related to https://issues.apache.org/jira/browse/SPARK-10925 and, more specifically https://issues.apache.org/jira/browse/SPARK-14948. Reuse of the reference will create ambiguity in naming, so you will have to clone the df - see the last comment in https://issues.apache.org/jira/browse/SPARK-14948 for an example.