qubole / sparklens

Qubole Sparklens tool for performance tuning Apache Spark

Home Page:http://sparklens.qubole.com

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Error while opening PySpark shell with the package and conf on my local

arverma opened this issue · comments

Error

py4j.protocol.Py4JJavaError: An error occurred while calling None.org.apache.spark.api.java.JavaSparkContext.
: java.lang.NoClassDefFoundError: scala/Product$class

pyspark --version

22/02/03 18:11:23 WARN Utils: Your hostname, BLRETV-C02G23EY.local resolves to a loopback address: 127.0.0.1; using 192.168.118.186 instead (on interface en0)
22/02/03 18:11:23 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address
WARNING: An illegal reflective access operation has occurred
WARNING: Illegal reflective access by org.apache.spark.unsafe.Platform (file:/usr/local/Cellar/apache-spark/3.2.0/libexec/jars/spark-unsafe_2.12-3.2.0.jar) to constructor java.nio.DirectByteBuffer(long,int)
WARNING: Please consider reporting this to the maintainers of org.apache.spark.unsafe.Platform
WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations
WARNING: All illegal access operations will be denied in a future release
Welcome to
      ____              __
     / __/__  ___ _____/ /__
    _\ \/ _ \/ _ `/ __/  '_/
   /___/ .__/\_,_/_/ /_/\_\   version 3.2.0
      /_/

Using Scala version 2.12.15, OpenJDK 64-Bit Server VM, 11.0.12
Branch HEAD
Compiled by user ubuntu on 2021-10-06T12:46:30Z
Revision 5d45a415f3a29898d92380380cfd82bfc7f579ea
Url https://github.com/apache/spark
Type --help for more information.

pyspark --packages qubole:sparklens:0.3.2-s_2.11 --conf spark.extraListeners=com.qubole.sparklens.QuboleJobListener

Python 3.8.2 (default, Jun  8 2021, 11:59:35)
[Clang 12.0.5 (clang-1205.0.22.11)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
22/02/03 18:01:16 WARN Utils: Your hostname, BLRETV-C02G23EY.local resolves to a loopback address: 127.0.0.1; using 192.168.118.186 instead (on interface en0)
22/02/03 18:01:16 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address
WARNING: An illegal reflective access operation has occurred
WARNING: Illegal reflective access by org.apache.spark.unsafe.Platform (file:/usr/local/Cellar/apache-spark/3.2.0/libexec/jars/spark-unsafe_2.12-3.2.0.jar) to constructor java.nio.DirectByteBuffer(long,int)
WARNING: Please consider reporting this to the maintainers of org.apache.spark.unsafe.Platform
WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations
WARNING: All illegal access operations will be denied in a future release
:: loading settings :: url = jar:file:/usr/local/Cellar/apache-spark/3.2.0/libexec/jars/ivy-2.5.0.jar!/org/apache/ivy/core/settings/ivysettings.xml
Ivy Default Cache set to: /Users/aman.rv/.ivy2/cache
The jars for the packages stored in: /Users/aman.rv/.ivy2/jars
qubole#sparklens added as a dependency
:: resolving dependencies :: org.apache.spark#spark-submit-parent-876ed4ea-9694-4b7e-94dd-880032fb7c49;1.0
	confs: [default]
	found qubole#sparklens;0.3.2-s_2.11 in spark-packages
:: resolution report :: resolve 104ms :: artifacts dl 2ms
	:: modules in use:
	qubole#sparklens;0.3.2-s_2.11 from spark-packages in [default]
	---------------------------------------------------------------------
	|                  |            modules            ||   artifacts   |
	|       conf       | number| search|dwnlded|evicted|| number|dwnlded|
	---------------------------------------------------------------------
	|      default     |   1   |   0   |   0   |   0   ||   1   |   0   |
	---------------------------------------------------------------------
:: retrieving :: org.apache.spark#spark-submit-parent-876ed4ea-9694-4b7e-94dd-880032fb7c49
	confs: [default]
	0 artifacts copied, 1 already retrieved (0kB/6ms)
22/02/03 18:01:16 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
Setting default log level to "WARN".
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
22/02/03 18:01:18 WARN SparkContext: Another SparkContext is being constructed (or threw an exception in its constructor). This may indicate an error, since only one SparkContext should be running in this JVM (see SPARK-2243). The other SparkContext was created at:
org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:58)
java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
java.base/jdk.internal.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
java.base/java.lang.reflect.Constructor.newInstance(Constructor.java:490)
py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:247)
py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
py4j.Gateway.invoke(Gateway.java:238)
py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)
py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)
py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
py4j.ClientServerConnection.run(ClientServerConnection.java:106)
java.base/java.lang.Thread.run(Thread.java:829)
22/02/03 18:01:18 WARN Utils: Service 'SparkUI' could not bind on port 4040. Attempting port 4041.
/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/shell.py:42: UserWarning: Failed to initialize Spark session.
  warnings.warn("Failed to initialize Spark session.")
Traceback (most recent call last):
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/shell.py", line 38, in <module>
    spark = SparkSession._create_shell_session()  # type: ignore
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/sql/session.py", line 553, in _create_shell_session
    return SparkSession.builder.getOrCreate()
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/sql/session.py", line 228, in getOrCreate
    sc = SparkContext.getOrCreate(sparkConf)
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/context.py", line 392, in getOrCreate
    SparkContext(conf=conf or SparkConf())
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/context.py", line 146, in __init__
    self._do_init(master, appName, sparkHome, pyFiles, environment, batchSize, serializer,
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/context.py", line 209, in _do_init
    self._jsc = jsc or self._initialize_context(self._conf._jconf)
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/pyspark/context.py", line 329, in _initialize_context
    return self._jvm.JavaSparkContext(jconf)
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/lib/py4j-0.10.9.2-src.zip/py4j/java_gateway.py", line 1573, in __call__
    return_value = get_return_value(
  File "/usr/local/Cellar/apache-spark/3.2.0/libexec/python/lib/py4j-0.10.9.2-src.zip/py4j/protocol.py", line 326, in get_return_value
    raise Py4JJavaError(
py4j.protocol.Py4JJavaError: An error occurred while calling None.org.apache.spark.api.java.JavaSparkContext.
: java.lang.NoClassDefFoundError: scala/Product$class
	at com.qubole.sparklens.common.ApplicationInfo.<init>(ApplicationInfo.scala:22)
	at com.qubole.sparklens.QuboleJobListener.<init>(QuboleJobListener.scala:42)
	at java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
	at java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
	at java.base/jdk.internal.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
	at java.base/java.lang.reflect.Constructor.newInstance(Constructor.java:490)
	at org.apache.spark.util.Utils$.$anonfun$loadExtensions$1(Utils.scala:2876)
	at scala.collection.TraversableLike.$anonfun$flatMap$1(TraversableLike.scala:293)
	at scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)
	at scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)
	at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)
	at scala.collection.TraversableLike.flatMap(TraversableLike.scala:293)
	at scala.collection.TraversableLike.flatMap$(TraversableLike.scala:290)
	at scala.collection.AbstractTraversable.flatMap(Traversable.scala:108)
	at org.apache.spark.util.Utils$.loadExtensions(Utils.scala:2868)
	at org.apache.spark.SparkContext.$anonfun$setupAndStartListenerBus$1(SparkContext.scala:2538)
	at org.apache.spark.SparkContext.$anonfun$setupAndStartListenerBus$1$adapted(SparkContext.scala:2537)
	at scala.Option.foreach(Option.scala:407)
	at org.apache.spark.SparkContext.setupAndStartListenerBus(SparkContext.scala:2537)
	at org.apache.spark.SparkContext.<init>(SparkContext.scala:641)
	at org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:58)
	at java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
	at java.base/jdk.internal.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
	at java.base/jdk.internal.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
	at java.base/java.lang.reflect.Constructor.newInstance(Constructor.java:490)
	at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:247)
	at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
	at py4j.Gateway.invoke(Gateway.java:238)
	at py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)
	at py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)
	at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
	at py4j.ClientServerConnection.run(ClientServerConnection.java:106)
	at java.base/java.lang.Thread.run(Thread.java:829)