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update to force xml implementation
with default hadoop the com.sun.xml.* implementation is used which is compatible with spark-xml. with later hadoop versions the default is com.ctc.wstx.stax.* which will not work with spark-xml. this will force correct version
TensorFlowServing and UDF
- refactored `TensorFlowServingTransform` to call the `REST` API (in batches) which is easier due to library conflicts creating `protobuf`.
- create the `UDF` registration mechanism allowing logical extension point for common functions missing from Spark core.