Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/2844#issuecomment-59643838 It looks like this build is going to fail a ReplSuite test: ```scala test("broadcast vars") { // Test that the value that a broadcast var had when it was created is used, // even if that variable is then modified in the driver program // TODO: This doesn't actually work for arrays when we run in local mode! val output = runInterpreter("local", """ |var array = new Array[Int](5) |val broadcastArray = sc.broadcast(array) |sc.parallelize(0 to 4).map(x => broadcastArray.value(x)).collect |array(0) = 5 |sc.parallelize(0 to 4).map(x => broadcastArray.value(x)).collect """.stripMargin) assertDoesNotContain("error:", output) assertDoesNotContain("Exception", output) assertContains("res0: Array[Int] = Array(0, 0, 0, 0, 0)", output) assertContains("res2: Array[Int] = Array(5, 0, 0, 0, 0)", output) } ``` I see now that my change to remove the special local-mode handling inadvertently leads to a duplication of the variable in the driver program. This could maybe be a performance issue, since now we will use 2x the memory in the driver for each broadcast variable. I'll restore the line that stores the local copy of the broadcast variable when it's created.
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