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Posted to yarn-issues@hadoop.apache.org by "Jack Zhu (JIRA)" <ji...@apache.org> on 2019/05/14 03:36:00 UTC
[jira] [Created] (YARN-9549) Not able to run pyspark in docker
driver container on Yarn3
Jack Zhu created YARN-9549:
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Summary: Not able to run pyspark in docker driver container on Yarn3
Key: YARN-9549
URL: https://issues.apache.org/jira/browse/YARN-9549
Project: Hadoop YARN
Issue Type: Bug
Components: yarn
Affects Versions: 3.1.2
Environment: Hadoop 3.1.1.3.1.0.0-78
spark version 2.3.2.3.1.0.0-78
Using Scala version 2.11.8, Java HotSpot(TM) 64-Bit Server VM, 1.8.0_211
Server: Docker Engine - Community Version: 18.09.6
Reporter: Jack Zhu
Attachments: Dockerfile, test.py
I follow [https://hadoop.apache.org/docs/r3.2.0/hadoop-yarn/hadoop-yarn-site/DockerContainers.html] to build up a spark docker image to run pyspark, there isn't a good document describe how to use spark-submit pyspark job to a hadoop3 cluster, so I use below command to launch my simple python job:
PYSPARK_DRIVER_PYTHON=/usr/local/bin/python3.5 spark-submit --master yarn --deploy-mode cluster --num-executors 3 --executor-memory 1g --conf spark.executorEnv.YARN_CONTAINER_RUNTIME_TYPE=docker --conf spark.executorEnv.YARN_CONTAINER_RUNTIME_DOCKER_IMAGE=local/spark:v1.0.8 --conf spark.yarn.AppMasterEnv.YARN_CONTAINER_RUNTIME_DOCKER_IMAGE=local/spark:v1.0.8 --conf spark.yarn.AppMasterEnv.YARN_CONTAINER_RUNTIME_TYPE=docker ./test.py
in the test.py, it only simply collect the hostname from the executor, and check whether the python job run in a container or not.
I found that the driver always run direct on the host, not run in the container, as a result we need to keep python version in docker image consistent with the nodemanager, this is meanless to use docker to package all the dependencies.
The spark job can be run successfully, below is the std output:
Log Type: stdout
Log Upload Time: Tue May 14 02:07:06 +0000 2019
Log Length: 141
host.test.com
False ============>going to print all the container names. [True, True, True, True, True, True, True, True, True]
please see attached Dockfile and test.py
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