Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/2847#issuecomment-71765551 Had an offline discussion with @jackylk and @zhangyouhua2014 . We plan to add a utility class named `FPTree` with the following: ~~~ def add(transaction: Array[String]): this.type def merge(tree: FPTree): this.type def extract(threshold: Int, validateSuffix: String => Boolean): Iterator[Array[String]] ~~~ and the use `aggregateByKey` to grow trees in parallel.
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