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-rw-r--r--mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala13
1 files changed, 6 insertions, 7 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
index 36853acab5..8b27ecf82c 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
@@ -578,14 +578,13 @@ object ALS {
val implicitPrefs = if (args.length >= 7) args(6).toBoolean else false
val alpha = if (args.length >= 8) args(7).toDouble else 1
val blocks = if (args.length == 9) args(8).toInt else -1
-
- System.setProperty("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
- System.setProperty("spark.kryo.registrator", classOf[ALSRegistrator].getName)
- System.setProperty("spark.kryo.referenceTracking", "false")
- System.setProperty("spark.kryoserializer.buffer.mb", "8")
- System.setProperty("spark.locality.wait", "10000")
-
val sc = new SparkContext(master, "ALS")
+ sc.conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
+ sc.conf.set("spark.kryo.registrator", classOf[ALSRegistrator].getName)
+ sc.conf.set("spark.kryo.referenceTracking", "false")
+ sc.conf.set("spark.kryoserializer.buffer.mb", "8")
+ sc.conf.set("spark.locality.wait", "10000")
+
val ratings = sc.textFile(ratingsFile).map { line =>
val fields = line.split(',')
Rating(fields(0).toInt, fields(1).toInt, fields(2).toDouble)