py4jjavaerror:调用o45.load时出错:java.lang.noclassdeffounderror:org/apache/spark/sql/sources/v2/streamwritesupport

ttcibm8c  于 2021-06-04  发布在  Kafka
关注(0)|答案(1)|浏览(666)

我对Kafka和皮斯帕克还不熟悉。我要做的是将一些数据发布到Kafka中,然后使用pyspark笔记本获取这些数据以进行进一步处理。我在docker上使用kafka和pyspark笔记本,我的spark版本是2.4.4。要设置环境并获取数据,我将运行以下代码:

os.environ['PYSPARK_SUBMIT_ARGS'] = '--jars dependency/elasticsearch-hadoop-7.6.0.jar  --packages org.apache.spark:spark-streaming-kafka-0-8_2.11:2.4.4,org.apache.spark:spark-sql-kafka-0-10_2.11:2.4.4 pyspark-shell'

spark = SparkSession.builder \
.master("local[*]") \
.appName("reactor_ds_data_streaming") \
.config("es.nodes", "http://10.29.18.124") \
.config("es.port","9200") \
.getOrCreate()

kafka_msg = spark \
        .readStream \
        .format("kafka") \
        .option("kafka.bootstrap.servers", "10.29.18.124:9092") \
        .option("subscribe", "reactor-raw") \
        .option("startingOffsets", "latest") \
        .option("failOnDataLoss", "False") \
        .load()

当我运行最后一步(kafka\u msg)时,我得到以下错误:

Py4JJavaError: An error occurred while calling o45.load.
: java.lang.NoClassDefFoundError: org/apache/spark/sql/sources/v2/StreamWriteSupport
    at java.base/java.lang.ClassLoader.defineClass1(Native Method)
at java.base/java.lang.ClassLoader.defineClass(ClassLoader.java:1017)
at java.base/java.security.SecureClassLoader.defineClass(SecureClassLoader.java:174)
at java.base/java.net.URLClassLoader.defineClass(URLClassLoader.java:550)
at java.base/java.net.URLClassLoader$1.run(URLClassLoader.java:458)
at java.base/java.net.URLClassLoader$1.run(URLClassLoader.java:452)
at java.base/java.security.AccessController.doPrivileged(Native Method)
at java.base/java.net.URLClassLoader.findClass(URLClassLoader.java:451)
at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:589)
at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:522)
at java.base/java.lang.Class.forName0(Native Method)
at java.base/java.lang.Class.forName(Class.java:398)
at java.base/java.util.ServiceLoader$LazyClassPathLookupIterator.nextProviderClass(ServiceLoader.java:1209)
at java.base/java.util.ServiceLoader$LazyClassPathLookupIterator.hasNextService(ServiceLoader.java:1220)
at java.base/java.util.ServiceLoader$LazyClassPathLookupIterator.hasNext(ServiceLoader.java:1264)
at java.base/java.util.ServiceLoader$2.hasNext(ServiceLoader.java:1299)
at java.base/java.util.ServiceLoader$3.hasNext(ServiceLoader.java:1384)
at scala.collection.convert.Wrappers$JIteratorWrapper.hasNext(Wrappers.scala:43)
at scala.collection.Iterator.foreach(Iterator.scala:941)
at scala.collection.Iterator.foreach$(Iterator.scala:941)
at scala.collection.AbstractIterator.foreach(Iterator.scala:1429)
at scala.collection.IterableLike.foreach(IterableLike.scala:74)
at scala.collection.IterableLike.foreach$(IterableLike.scala:73)
at scala.collection.AbstractIterable.foreach(Iterable.scala:56)
at scala.collection.TraversableLike.filterImpl(TraversableLike.scala:255)
at scala.collection.TraversableLike.filterImpl$(TraversableLike.scala:249)
at scala.collection.AbstractTraversable.filterImpl(Traversable.scala:108)
at scala.collection.TraversableLike.filter(TraversableLike.scala:347)
at scala.collection.TraversableLike.filter$(TraversableLike.scala:347)
at scala.collection.AbstractTraversable.filter(Traversable.scala:108)
at org.apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:649)
at org.apache.spark.sql.streaming.DataStreamReader.load(DataStreamReader.scala:194)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.base/java.lang.reflect.Method.invoke(Method.java:566)
at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
at py4j.Gateway.invoke(Gateway.java:282)
at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
at py4j.commands.CallCommand.execute(CallCommand.java:79)
at py4j.GatewayConnection.run(GatewayConnection.java:238)
at java.base/java.lang.Thread.run(Thread.java:834)
Caused by: java.lang.ClassNotFoundException: org.apache.spark.sql.sources.v2.StreamWriteSupport
at java.base/java.net.URLClassLoader.findClass(URLClassLoader.java:471)
at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:589)
at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:522)
... 43 more

我不知道到底是什么问题,我真的很感激如果有人能帮助我了解我应该解决什么问题。
谢谢

ntjbwcob

ntjbwcob1#

我发现了问题所在。我需要添加“Kafka客户端”jar文件,以及在我的包目录。

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