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authorwm624@hotmail.com <wm624@hotmail.com>2016-05-17 16:51:01 +0100
committerSean Owen <sowen@cloudera.com>2016-05-17 16:51:01 +0100
commitbebe5f9811f968db92c2d33e2b30c35cfb808a4a (patch)
tree298ccd77858b6080d308578d81d1d72bbe8bb76e /dev
parent932d8002931d352dd2ec87184e6c84ec5fa859cd (diff)
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[SPARK-15318][ML][EXAMPLE] spark.ml Collaborative Filtering example does not work in spark-shell
## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) copy & paste example in ml-collaborative-filtering.html into spark-shell, we see the following errors. scala> case class Rating(userId: Int, movieId: Int, rating: Float, timestamp: Long) defined class Rating scala> object Rating { def parseRating(str: String): Rating = { | val fields = str.split("::") | assert(fields.size == 4) | Rating(fields(0).toInt, fields(1).toInt, fields(2).toFloat, fields(3).toLong) | } } <console>:29: error: Rating.type does not take parameters Rating(fields(0).toInt, fields(1).toInt, fields(2).toFloat, fields(3).toLong) ^ In standard scala repl, it has the same error. Scala/spark-shell repl has some quirks (e.g. packages are also not well supported). The reason of errors is that scala/spark-shell repl discards previous definitions when we define the Object with the same class name. Solution: We can rename the Object Rating. ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) Manually test it: 1). ./bin/run-example ALSExample 2). copy & paste example in the generated document. It works fine. Author: wm624@hotmail.com <wm624@hotmail.com> Closes #13110 from wangmiao1981/repl.
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