Spark-Submit :无法使用virtualenv运行

Question

我有一个python应用程序，我想使用spark submit通过虚拟环境运行它。以下是我的命令

PYSPARK_PYTHON=./venv/bin/python spark-submit --conf spark.yarn.appMasterEnv.PYSPARK_PYTHON=./venv/bin/python --master yarn --deploy-mode cluster --archives venv.zip#venv test.py

在这里，venv.zip是归档的虚拟环境。现在，当我运行spark-submit命令时，我在控制台上得到以下内容

20/01/28 17:08:12 INFO org.apache.hadoop.yarn.client.RMProxy: Connecting to ResourceManager at myMasterNode/some.ip:somePort
20/01/28 17:08:13 INFO org.apache.hadoop.yarn.client.AHSProxy: Connecting to Application History server at myMasterNode/some.ip:somePort
20/01/28 17:08:16 INFO org.apache.hadoop.yarn.client.api.impl.YarnClientImpl: Submitted application application_1580155727514_5620
Exception in thread "main" org.apache.spark.SparkException: Application application_1580155727514_5620 finished with failed status
    at org.apache.spark.deploy.yarn.Client.run(Client.scala:1165)
    at org.apache.spark.deploy.yarn.YarnClusterApplication.start(Client.scala:1520)
    at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:894)
    at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:198)
    at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:228)
    at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:137)
    at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)

在纱线日志上，这是我所看到的

20/01/28 17:08:53 ERROR org.apache.spark.deploy.yarn.ApplicationMaster: User class threw exception: java.io.IOException: Cannot run program "./signal/bin/python": error=2, No such file or directory
java.io.IOException: Cannot run program "./venv/bin/python": error=2, No such file or directory
at java.lang.ProcessBuilder.start(ProcessBuilder.java:1048)

我做错了什么？如何确保venv.zip被正确地复制和解压？

Answer 1

解压后将venv目录放入到#venv中。

spark.yarn.appMasterEnv.PYSPARK_PYTHON=./venv/venv/bin/python也应该如此

如果您将zip更改为tar.gz，则此问题将消失