Github user maver1ck commented on the issue:

    https://github.com/apache/spark/pull/17694
  
    I tested your patch in our environment.
    
    Problem still exists.
    ```
    Job aborted due to stage failure: Task 0 in stage 22.0 failed 8 times, most 
recent failure: Lost task 0.7 in stage 22.0 (TID 138, dwh-hn30.adpilot.co): 
org.apache.spark.api.python.PythonException: Traceback (most recent call last):
      File 
"/grid/3/hadoop/yarn/log/usercache/bi/appcache/application_1492634694033_0092/container_e538_1492634694033_0092_01_000003/pyspark.zip/pyspark/worker.py",
 line 161, in main
        func, profiler, deserializer, serializer = read_command(pickleSer, 
infile)
      File 
"/grid/3/hadoop/yarn/log/usercache/bi/appcache/application_1492634694033_0092/container_e538_1492634694033_0092_01_000003/pyspark.zip/pyspark/worker.py",
 line 54, in read_command
        command = serializer._read_with_length(file)
      File 
"/grid/3/hadoop/yarn/log/usercache/bi/appcache/application_1492634694033_0092/container_e538_1492634694033_0092_01_000003/pyspark.zip/pyspark/serializers.py",
 line 164, in _read_with_length
        return self.loads(obj)
      File 
"/grid/3/hadoop/yarn/log/usercache/bi/appcache/application_1492634694033_0092/container_e538_1492634694033_0092_01_000003/pyspark.zip/pyspark/serializers.py",
 line 419, in loads
        return pickle.loads(obj, encoding=encoding)
      File 
"/grid/3/hadoop/yarn/log/usercache/bi/appcache/application_1492634694033_0092/container_e538_1492634694033_0092_01_000003/pyspark.zip/pyspark/broadcast.py",
 line 39, in _from_id
        raise Exception("Broadcast variable '%s' not loaded!" % bid)
    Exception: Broadcast variable '22' not loaded!
    
        at 
org.apache.spark.api.python.PythonRunner$$anon$1.read(PythonRDD.scala:193)
        at 
org.apache.spark.api.python.PythonRunner$$anon$1.<init>(PythonRDD.scala:234)
        at org.apache.spark.api.python.PythonRunner.compute(PythonRDD.scala:152)
        at org.apache.spark.api.python.PythonRDD.compute(PythonRDD.scala:63)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at 
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
        at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
        at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
        at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:70)
        at org.apache.spark.scheduler.Task.run(Task.scala:86)
        at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:274)
        at 
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
        at 
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
        at java.lang.Thread.run(Thread.java:745)
    
    Driver stacktrace:
    ```


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