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[ADAM-1615] Add transform and transmute APIs to Java, R, and Python #1627
Resolves #1615. Adds
Resolves #1615. Adds `GenomicDatasetConversion` class to adam-core API, along with accompanying implementations in `org.bdgenomics.adam.api.java` package. Adds `transformDataFrame` and `transmuteDataFrame` to `GenomicRDD` API. To enable use from Python and R, we provide a `DataFrameConversionWrapper` that wraps the product of an R/Python function in a Spark Java API `Function`.