Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/19661#discussion_r149340000
--- Diff:
core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala ---
@@ -178,10 +178,40 @@ class KryoSerializer(conf: SparkConf)
kryo.register(Utils.classForName("scala.collection.immutable.Map$EmptyMap$"))
kryo.register(classOf[ArrayBuffer[Any]])
+ // We can't load those class directly in order to avoid unnecessary
jar dependencies.
+ // We load them safely, ignore it if the class not found.
+ Seq("org.apache.spark.mllib.linalg.Vector",
+ "org.apache.spark.mllib.linalg.DenseVector",
+ "org.apache.spark.mllib.linalg.SparseVector",
+ "org.apache.spark.mllib.linalg.Matrix",
+ "org.apache.spark.mllib.linalg.DenseMatrix",
+ "org.apache.spark.mllib.linalg.SparseMatrix",
+ "org.apache.spark.ml.linalg.Vector",
+ "org.apache.spark.ml.linalg.DenseVector",
+ "org.apache.spark.ml.linalg.SparseVector",
+ "org.apache.spark.ml.linalg.Matrix",
+ "org.apache.spark.ml.linalg.DenseMatrix",
+ "org.apache.spark.ml.linalg.SparseMatrix",
+ "org.apache.spark.ml.feature.Instance",
+ "org.apache.spark.ml.feature.OffsetInstance"
+ ).flatMap(safeClassLoader(_)).foreach(kryo.register(_))
--- End diff --
please inline this `safeClassLoader`
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