From 2245c87af4f507cda361e16f322a14eac25b38fd Mon Sep 17 00:00:00 2001 From: Daniel Darabos Date: Sat, 12 Jul 2014 00:07:42 -0700 Subject: 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 Closes #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.) --- .../test/scala/org/apache/spark/FileSuite.scala | 25 ++++++++++++++++++++++ 1 file changed, 25 insertions(+) (limited to 'core/src/test') diff --git a/core/src/test/scala/org/apache/spark/FileSuite.scala b/core/src/test/scala/org/apache/spark/FileSuite.scala index 070e974657..c70e22cf09 100644 --- a/core/src/test/scala/org/apache/spark/FileSuite.scala +++ b/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") -- cgit v1.2.3