我有以下配置spark-master
节点,spark-worker
节点和安装了spark
的 edge 节点。所有节点都具有相同的spark版本( 2.0.2 )。
我试图运行以下代码:
if __name__ == "__main__":
sc = SparkContext(appName="my_app")
sqlContext = HiveContext(sc)
df = sqlContext.read.json(sys.argv[1])
df.write.parquet(sys.argv[2], mode='overwrite')
sc.stop()
来自名为hello_world_from_pyspark.py
如果我运行相同的代码(执行if ...
和sc = SparkContext...
除外,执行如下:
pyspark
一切都完美无缺,但如果我使用以下代码执行代码:
pyspark --master spark://master:7077
我收到以下错误:
spark-submit --master spark://master:7077 hello_world_from_pyspark.py
知道为什么会这样吗?
更新
在文档之后,我更改了我的代码,因此它使用Traceback (most recent call last):
File "/usr/spark-2.0.2/python/lib/pyspark.zip/pyspark/sql/utils.py", line 63, in deco
File "/usr/local/lib/python3.4/dist-packages/py4j-0.10.4-py3.4.egg/py4j/protocol.py", line 319, in get_return_value
format(target_id, ".", name), value)
py4j.protocol.Py4JJavaError: An error occurred while calling o24.conf.
: java.lang.IllegalArgumentException: Error while instantiating 'org.apache.spark.sql.hive.HiveSessionState':
at org.apache.spark.sql.SparkSession$.org$apache$spark$sql$SparkSession$$reflect(SparkSession.scala:952)
at org.apache.spark.sql.SparkSession.sessionState$lzycompute(SparkSession.scala:111)
at org.apache.spark.sql.SparkSession.sessionState(SparkSession.scala:110)
at org.apache.spark.sql.SparkSession.conf$lzycompute(SparkSession.scala:133)
at org.apache.spark.sql.SparkSession.conf(SparkSession.scala:133)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:237)
at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
at py4j.Gateway.invoke(Gateway.java:280)
at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
at py4j.commands.CallCommand.execute(CallCommand.java:79)
at py4j.GatewayConnection.run(GatewayConnection.java:214)
at java.lang.Thread.run(Thread.java:745)
Caused by: java.lang.ClassNotFoundException: org.apache.spark.sql.hive.HiveSessionState
at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.spark.util.Utils$.classForName(Utils.scala:228)
at org.apache.spark.sql.SparkSession$.org$apache$spark$sql$SparkSession$$reflect(SparkSession.scala:947)
... 15 more
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/datank/spark-script.py", line 27, in <module>
sqlContext = HiveContext(sc)
File "/usr/spark-2.0.2/python/lib/pyspark.zip/pyspark/sql/context.py", line 491, in __init__
File "/usr/spark-2.0.2/python/lib/pyspark.zip/pyspark/sql/session.py", line 179, in getOrCreate
File "/usr/spark-2.0.2/python/lib/pyspark.zip/pyspark/sql/session.py", line 251, in conf
File "/usr/local/lib/python3.4/dist-packages/py4j-0.10.4-py3.4.egg/py4j/java_gateway.py", line 1133, in __call__
answer, self.gateway_client, self.target_id, self.name)
File "/usr/spark-2.0.2/python/lib/pyspark.zip/pyspark/sql/utils.py", line 79, in deco
pyspark.sql.utils.IllegalArgumentException: "Error while instantiating 'org.apache.spark.sql.hive.HiveSessionState':"
,如下所示:
SparkSession
但错误仍然存在,例如它找不到if __name__ == "__main__":
sparkSession = SparkSession.builder\
.master("spark://master:7077")\
.appName("hola mundo desde pyspark")\
.enableHiveSupport()\
.getOrCreate()
df = sparkSession.read.json(sys.argv[1])
df.show()
。显然这是Java Classpath的问题,但我如何在HiveSessionState
?