Use the Executor's ClassLoader in sc.objectFile().

This makes it possible to read classes from the object file which were specified in the user-provided jars. (By default ObjectInputStream uses latestUserDefinedLoader, which may or may not be the right one.)

I created this because I ran into the following problem. I have x:RDD[X] with X being defined in the jar that I provide to SparkContext. I save it with x.saveAsObjectFile("x"). I try to load it with sc.objectFile\[X\]("x"). It fails with ClassNotFoundException.

After a good while of debugging I figured out that Utils.deserialize() most likely uses the ClassLoader of Utils. This is the bootstrap ClassLoader, so it is not aware of the dynamically added jars. This patch fixes the issue.

A more robust fix would be to always default to Thread.currentThread.getContextClassLoader. This would prevent this problem from biting anyone in the future. It would be a bit harder to test though. On the topic of testing, if you'd like to see tests for this, I will need some hand-holding. Thanks!

Author: Daniel Darabos <[email protected]>

Closes apache#181 from darabos/master and squashes the following commits:

45a011a [Daniel Darabos] Add test for SPARK-1877. (Fixed in 52eb54d.)
e13e090 [Daniel Darabos] Merge branch 'master' of https://github.com/apache/spark
61fe0d0 [Daniel Darabos] Fix style (line too long).
1b5df2c [Daniel Darabos] Use the Executor's ClassLoader in sc.objectFile(). This makes it possible to read classes from the object file which were specified in the user-provided jars. (By default ObjectInputStream uses latestUserDefinedLoader, which may or may not be the right one.)

Author: darabos

core/src/main/scala/org/apache/spark/TestUtils.scala

@@ -92,8 +92,8 @@ private[spark] object TestUtils {
   def createCompiledClass(className: String, destDir: File, value: String = ""): File = {
     val compiler = ToolProvider.getSystemJavaCompiler
     val sourceFile = new JavaSourceFromString(className,
-      "public class " + className + " { @Override public String toString() { " +
-       "return \"" + value + "\";}}")
+      "public class " + className + " implements java.io.Serializable {" +
+      "  @Override public String toString() { return \"" + value + "\"; }}")
 
     // Calling this outputs a class file in pwd. It's easier to just rename the file than
     // build a custom FileManager that controls the output location.

core/src/test/scala/org/apache/spark/FileSuite.scala

@@ -177,6 +177,31 @@ class FileSuite extends FunSuite with LocalSparkContext {
     assert(output.collect().toList === List((1, "a"), (2, "aa"), (3, "aaa")))
   }
 
+  test("object files of classes from a JAR") {
+    val original = Thread.currentThread().getContextClassLoader
+    val className = "FileSuiteObjectFileTest"
+    val jar = TestUtils.createJarWithClasses(Seq(className))
+    val loader = new java.net.URLClassLoader(Array(jar), Utils.getContextOrSparkClassLoader)
+    Thread.currentThread().setContextClassLoader(loader)
+    try {
+      sc = new SparkContext("local", "test")
+      val objs = sc.makeRDD(1 to 3).map { x =>
+        val loader = Thread.currentThread().getContextClassLoader
+        Class.forName(className, true, loader).newInstance()
+      }
+      val outputDir = new File(tempDir, "output").getAbsolutePath
+      objs.saveAsObjectFile(outputDir)
+      // Try reading the output back as an object file
+      val ct = reflect.ClassTag[Any](Class.forName(className, true, loader))
+      val output = sc.objectFile[Any](outputDir)
+      assert(output.collect().size === 3)
+      assert(output.collect().head.getClass.getName === className)
+    }
+    finally {
+      Thread.currentThread().setContextClassLoader(original)
+    }
+  }
+
   test("write SequenceFile using new Hadoop API") {
     import org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat
     sc = new SparkContext("local", "test")