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Add checkpointDir and checkpointInterval #16
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Checkpointing helps with recovery and StackOverflowException caused by long lineage.
I think it's better to set checkpoint parameters if the exception occurs.
For spark, the minimum support version is 1.4, so update it to use checkpointDir.
https://predictionio.incubator.apache.org/install/