Spark 安装 - 错误:无法找到或加载主类 org.apache.spark.launcher.Main

2022-01-15 00:00:00 python windows-10 apache-spark

问题描述

安装 spark 2.3 并在 .bashrc 中设置以下环境变量(使用 gitbash)

After spark installation 2.3 and setting the following env variables in .bashrc (using gitbash)

  1. HADOOP_HOME

  1. HADOOP_HOME

SPARK_HOME

PYSPARK_PYTHON

PYSPARK_PYTHON

JDK_HOME

执行 $SPARK_HOME/bin/spark-submit 显示以下错误.

executing $SPARK_HOME/bin/spark-submit is displaying the following error.

错误:无法找到或加载主类 org.apache.spark.launcher.Main

Error: Could not find or load main class org.apache.spark.launcher.Main

我在 stackoverflow 和其他网站上进行了一些研究检查，但无法找出问题所在.

I did some research checking in stackoverflow and other sites, but could not figure out the problem.

执行环境

  1. Windows 10 企业版
  2. Spark 版本 - 2.3
  3. Python 版本 - 3.6.4

你能提供一些指导吗?

解决方案

我收到了那个错误信息.它可能有几个根本原因，但这是我调查和解决问题的方式(在 linux 上):

I had that error message. It probably may have several root causes but this how I investigated and solved the problem (on linux):

  • 不要启动 spark-submit，而是尝试使用 bash -x spark-submit 来查看哪一行失败.
  • 多次执行该过程(因为 spark-submit 调用嵌套脚本)，直到找到调用的底层过程:在我的情况下类似于:
  • instead of launching spark-submit, try using bash -x spark-submit to see which line fails.
  • do that process several times ( since spark-submit calls nested scripts ) until you find the underlying process called : in my case something like :

/usr/lib/jvm/java-8-openjdk-amd64/jre/bin/java -cp '/opt/spark-2.2.0-bin-hadoop2.7/conf/:/opt/spark-2.2.0-bin-hadoop2.7/jars/*' -Xmx1g org.apache.spark.deploy.SparkSubmit --class org.apache.spark.repl.Main --name 'Spark shell' spark-shell

因此，spark-submit 启动了一个 java 进程，但使用 /opt/spark-2.2.0-bin-hadoop2.7/中的文件找不到 org.apache.spark.launcher.Main 类jars/* (参见上面的 -cp 选项).我在这个 jars 文件夹中做了一个 ls 并计算了 4 个文件而不是整个 spark 分发(约 200 个文件).这可能是安装过程中的一个问题.所以我重新安装了 spark，检查了 jar 文件夹，它就像一个魅力.

So, spark-submit launches a java process and can't find the org.apache.spark.launcher.Main class using the files in /opt/spark-2.2.0-bin-hadoop2.7/jars/* (see the -cp option above). I did an ls in this jars folder and counted 4 files instead of the whole spark distrib (~200 files). It was probably a problem during the installation process. So I reinstalled spark, checked the jar folder and it worked like a charm.

所以，你应该:

  • 检查 java 命令(cp 选项)
  • 检查您的 jars 文件夹(它至少包含所有 spark-*.jar 吗?)

希望对你有帮助.

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