Merge pull request alteryx#49 from mateiz/kryo-fix-2

Fix Chill serialization of Range objects

It used to write out each element one by one, creating very large objects.

core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala

@@ -23,7 +23,7 @@ import java.io.{EOFException, InputStream, OutputStream}
 import com.esotericsoftware.kryo.serializers.{JavaSerializer => KryoJavaSerializer}
 import com.esotericsoftware.kryo.{KryoException, Kryo}
 import com.esotericsoftware.kryo.io.{Input => KryoInput, Output => KryoOutput}
-import com.twitter.chill.ScalaKryoInstantiator
+import com.twitter.chill.{EmptyScalaKryoInstantiator, AllScalaRegistrar}
 
 import org.apache.spark.{SerializableWritable, Logging}
 import org.apache.spark.storage.{GetBlock, GotBlock, PutBlock, StorageLevel}
@@ -39,7 +39,7 @@ class KryoSerializer extends org.apache.spark.serializer.Serializer with Logging
   def newKryoOutput() = new KryoOutput(bufferSize)
 
   def newKryo(): Kryo = {
-    val instantiator = new ScalaKryoInstantiator
+    val instantiator = new EmptyScalaKryoInstantiator
     val kryo = instantiator.newKryo()
     val classLoader = Thread.currentThread.getContextClassLoader
 
@@ -49,7 +49,11 @@ class KryoSerializer extends org.apache.spark.serializer.Serializer with Logging
       StorageLevel.MEMORY_ONLY,
       PutBlock("1", ByteBuffer.allocate(1), StorageLevel.MEMORY_ONLY),
       GotBlock("1", ByteBuffer.allocate(1)),
-      GetBlock("1")
+      GetBlock("1"),
+      1 to 10,
+      1 until 10,
+      1L to 10L,
+      1L until 10L
     )
 
     for (obj <- toRegister) kryo.register(obj.getClass)
@@ -69,6 +73,10 @@ class KryoSerializer extends org.apache.spark.serializer.Serializer with Logging
       case _: Exception => println("Failed to register spark.kryo.registrator")
     }
 
+    // Register Chill's classes; we do this after our ranges and the user's own classes to let
+    // our code override the generic serialziers in Chill for things like Seq
+    new AllScalaRegistrar().apply(kryo)
+
     kryo.setClassLoader(classLoader)
 
     // Allow disabling Kryo reference tracking if user knows their object graphs don't have loops

core/src/test/scala/org/apache/spark/serializer/KryoSerializerSuite.scala

@@ -103,6 +103,27 @@ class KryoSerializerSuite extends FunSuite with SharedSparkContext {
     check(List(mutable.HashMap("one" -> 1, "two" -> 2),mutable.HashMap(1->"one",2->"two",3->"three")))
   }
 
+  test("ranges") {
+    val ser = (new KryoSerializer).newInstance()
+    def check[T](t: T) {
+      assert(ser.deserialize[T](ser.serialize(t)) === t)
+      // Check that very long ranges don't get written one element at a time
+      assert(ser.serialize(t).limit < 100)
+    }
+    check(1 to 1000000)
+    check(1 to 1000000 by 2)
+    check(1 until 1000000)
+    check(1 until 1000000 by 2)
+    check(1L to 1000000L)
+    check(1L to 1000000L by 2L)
+    check(1L until 1000000L)
+    check(1L until 1000000L by 2L)
+    check(1.0 to 1000000.0 by 1.0)
+    check(1.0 to 1000000.0 by 2.0)
+    check(1.0 until 1000000.0 by 1.0)
+    check(1.0 until 1000000.0 by 2.0)
+  }
+
   test("custom registrator") {
     System.setProperty("spark.kryo.registrator", classOf[MyRegistrator].getName)