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Is It Possible To Launch A

Is it possible to launch a clearml-task from the command line to a remote machine while loading a local .env file as a configuration object?

Posted 2 years ago
Votes Newest

Answers 10

We could followup the .env configuration, and allow the clearml-task to add configuration files from cmd line. This will be relatively easy to add. We could expand the Environment support (that somewhat exists), and add the ability to read variables from .emv and Add them to an "hyperparemeter" section, named Environment. wdyt?

Posted 2 years ago

Yes, I would like the contents of the .env file to end up in the configuration_objects

Currently, I can do this if I first run the script locally, and then enqueue it to a remote machine through the UI

env_file = task.connect_configuration('.env', name='env_file') load_dotenv(dotenv_path=env_file, override=True)

Posted 2 years ago

Interesting use case, do you already have the connect_configuration in the code? or do we need to somehow create it ?

Posted 2 years ago

I'll take a look at this this afternoon, thanks for your help

Posted 2 years ago

Will do, thanks!

Posted 2 years ago

adding the functionality to clearml-task sounds very attractive!

Hmm, what do you think?
parser.add_argument('--configuration', type=str, default=None, help='Specify local configuration file' ) parser.add_argument('--configuration-name', type=str, default=None, help='configuration section name' ) ... with open(args.configuration, 'rt') as f: create_populate.task.set_configuration_object(args.name, config_text=f.read())Add here:
Should work, feel free to PR once you verify 🙂

Feel free to change the argument names

Posted 2 years ago

Is there a preferred way of passing environmental variables to a task? I'm willing to do it however, just the best way I've found to do it has been

1. Have a local .env variable on a client machine 2. Start script running on local laptop. connect_configuration pulls from the .env file 3. now in the clearml UI, the configuration_objects dropdown includes the environmental variables from my local machine necessary to run the script 4. I abort the run running from my laptop, and copy it onto the work queue

Posted 2 years ago

Hi ShallowArcticwolf27

from the command line to a remote machine while loading a local 


 file as a configuration object?

Where would the ".env" go to ? Are we trying to pass it to the remote machine somehow ?

Posted 2 years ago

But instead I'd like to connect the configuration ahead of time while i'm submitting the task from the command line

Posted 2 years ago

I would love to help add the functionality to do either, but adding the functionality to clearml-task sounds very attractive!

Posted 2 years ago
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