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问题：

星火从未停止第一批加工

索瀚海
2023-03-14

我正在尝试运行我在github上找到的一个应用程序，这个应用程序是：https://github.com/csirt-mu/aida-framework

callForeachRDD at NativeMethodAccessorImpl.java:0
org.apache.spark.streaming.api.python.PythonDStream.callForeachRDD(PythonDStream.scala)
    sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
    sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    java.lang.reflect.Method.invoke(Method.java:498)
    py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
    py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
    py4j.Gateway.invoke(Gateway.java:282)
    py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
    py4j.commands.CallCommand.execute(CallCommand.java:79)
    py4j.GatewayConnection.run(GatewayConnection.java:238)
    java.lang.Thread.run(Thread.java:748)

编辑：我注意到当进程启动时会记录错误。我现在才意识到这一点，因为这个过程不会停止。错误有：

May 11 18:13:04 aida bash[5323]: 20/05/11 18:13:04 ERROR Utils: Uncaught exception in thread stdout writer for python3
May 11 18:13:04 aida bash[5323]: java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)
May 11 18:13:04 aida bash[5323]: Exception in thread "stdout writer for python3" java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)
May 11 18:13:04 aida bash[5323]: 20/05/11 18:13:04 ERROR Utils: Uncaught exception in thread stdout writer for python3
May 11 18:13:04 aida bash[5323]: java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)
May 11 18:13:04 aida bash[5323]: Exception in thread "stdout writer for python3" java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)
May 11 18:13:04 aida bash[5323]: 20/05/11 18:13:04 ERROR Utils: Uncaught exception in thread stdout writer for python3
May 11 18:13:04 aida bash[5323]: java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)
May 11 18:13:04 aida bash[5323]: Exception in thread "stdout writer for python3" java.lang.NoSuchMethodError: net.jpountz.lz4.LZ4BlockInputStream.<init>(Ljava/io/InputStream;Z)V
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.io.LZ4CompressionCodec.compressedInputStream(CompressionCodec.scala:122)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.wrapForCompression(SerializerManager.scala:163)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.serializer.SerializerManager.dataDeserializeStream(SerializerManager.scala:209)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:596)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:886)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:100)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.rdd.PartitionerAwareUnionRDD$$anonfun$compute$1.apply(PartitionerAwareUnionRDD.scala:99)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:435)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:441)
May 11 18:13:04 aida bash[5323]:         at scala.collection.Iterator$class.foreach(Iterator.scala:891)
May 11 18:13:04 aida bash[5323]:         at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRDD$.writeIteratorToStream(PythonRDD.scala:224)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.PythonRunner$$anon$2.writeIteratorToStream(PythonRunner.scala:557)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread$$anonfun$run$1.apply(PythonRunner.scala:345)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1945)
May 11 18:13:04 aida bash[5323]:         at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:194)

有人能帮我解决这些错误吗？

共有1个答案

谢昊乾
2023-03-14

Kafka有一个矛盾的依赖与火花罐子...所以要么不使用lz压缩，使用快速压缩，它将工作

或者按照这里的答案来解决冲突的jar。

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