Junfan Zhang

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If u submit tony app to secured cluster, the machine must be certified, which means keytab or principle must be provided. I think you could use this machine to submit...

Please attach the detailed error log and submit cli command args/ tony.xml and so on.

Is the same problem? https://github.com/tony-framework/TonY/issues/672 It looks the nodemanager machine don't have the complete hadoop environment.

You should package your pyenv zip at linux system machine same as the NM system. @tonywang-sh

Conda is also OK. If you want to check whether the env is OK, you could launch it in local machine.

Does this pyenv can be used in your local machine? You'd better to pre-check

I guess this is caused by your local machine' env is not consistent with the nodemanager.

Maybe this is a great improvement for saving resources. @oliverhu Please let me what you think.

As we know that PS wont stop until chief finished. But actually this is only for training. If chief has two tasks: 1. training. Need to cooperate with PS. 2....