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https://issues.apache.org/jira/browse/YARN-8569?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16556244#comment-16556244
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Keqiu Hu commented on YARN-8569:
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I can see the value of sharing some information between cluster nodes with
this, just want to throw how we tackle the problem. We did this by storing the
information in application master, each worker node would have a TaskExecutor
to heartbeat with AM to get latest cluster information.
How do you ensure the file is atomic, for example, multiple nodes can modify
the mounted file the same time?
> Create an interface to provide cluster information to application
> -----------------------------------------------------------------
>
> Key: YARN-8569
> URL: https://issues.apache.org/jira/browse/YARN-8569
> Project: Hadoop YARN
> Issue Type: Sub-task
> Reporter: Eric Yang
> Priority: Major
> Labels: Docker
>
> Some program requires container hostnames to be known for application to run.
> For example, distributed tensorflow requires launch_command that looks like:
> {code}
> # On ps0.example.com:
> $ python trainer.py \
> --ps_hosts=ps0.example.com:2222,ps1.example.com:2222 \
> --worker_hosts=worker0.example.com:2222,worker1.example.com:2222 \
> --job_name=ps --task_index=0
> # On ps1.example.com:
> $ python trainer.py \
> --ps_hosts=ps0.example.com:2222,ps1.example.com:2222 \
> --worker_hosts=worker0.example.com:2222,worker1.example.com:2222 \
> --job_name=ps --task_index=1
> # On worker0.example.com:
> $ python trainer.py \
> --ps_hosts=ps0.example.com:2222,ps1.example.com:2222 \
> --worker_hosts=worker0.example.com:2222,worker1.example.com:2222 \
> --job_name=worker --task_index=0
> # On worker1.example.com:
> $ python trainer.py \
> --ps_hosts=ps0.example.com:2222,ps1.example.com:2222 \
> --worker_hosts=worker0.example.com:2222,worker1.example.com:2222 \
> --job_name=worker --task_index=1
> {code}
> This is a bit cumbersome to orchestrate via Distributed Shell, or YARN
> services launch_command. In addition, the dynamic parameters do not work
> with YARN flex command. This is the classic pain point for application
> developer attempt to automate system environment settings as parameter to end
> user application.
> It would be great if YARN Docker integration can provide a simple option to
> expose hostnames of the yarn service via a mounted file. The file content
> gets updated when flex command is performed. This allows application
> developer to consume system environment settings via a standard interface.
> It is like /proc/devices for Linux, but for Hadoop. This may involve
> updating a file in distributed cache, and allow mounting of the file via
> container-executor.
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