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Yep, it's going to take some effort. As you have seen, there is a blocker issue for us in Spark 2.4.0 upstream in Parquet 1.10.0 and how it interacts with Avro 1.8.2. The issue is not getting any attention, so we'll have to make some significant changes in ADAM, such as always reading via the Dataset path even if the caller is using the RDD path.
The branch for Spark version 2.4 release has been cut, and it adds support for Scala 2.12
http://apache-spark-developers-list.1001551.n3.nabble.com/Branch-2-4-is-cut-td24928.html
https://amplab.cs.berkeley.edu/jenkins/view/Spark%20QA%20Test/job/spark-master-test-maven-hadoop-2.7-ubuntu-scala-2.12/229/
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