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Hi, I Was Wondering If There Is A Proper Way To Integrate My Model Config File (Json) Into The Workflow Using The Ui. I'Ve Managed To Connect It As A Configuration Object But It Would Be Preferable If I Could Load It Into A Table Like The Other Params (In

Hi, I was wondering if there is a proper way to integrate my model config file (json) into the workflow using the UI.
I've managed to connect it as a configuration object but it would be preferable if I could load it into a table like the other params (instead of the current block of text).
I'm also looking for a way to output a new config file when I clone a task and change the object. The solution I can think of is adding some function to access the object through the api when a cloned task is run. I was hoping for a more straight forward approach.

Posted 2 years ago
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Answers 8

IrateDolphin19 ClearML provides for saving files generated as part of your code execution through the https://clear.ml/docs/latest/docs/references/sdk/task#upload_artifact . For your use case, you can have your code thus create the artifact as it runs, you can set the specific storage location when you edit your configuration, through the task's output_uri field.

Does this help?

Posted 2 years ago

I'm not sure I understand your second request. Can you please elaborate on the exact process you're thinking of?

Clone task via UI -> Edit a config section in UI -> Enqueue it to a queue -> Worker picks it up and starts running the task -> Task is finished

What am I missing here?

Posted 2 years ago

Hi, how do you connect your configs currently?

You mean you'd like to be able to connect/create configuration objects via UI?

Posted 2 years ago

I'd like the edited config object to be saved as a json file (similar to the one it was loaded from) as part of the task running (so my edits are available outside of the clearml system)

Posted 2 years ago

Ideally the json would be synced even before the task is run, but I thought integrating it to the task run would be easier

Posted 2 years ago

I use task.connect_configuration(json_file_path) and the json file content is loaded as a tab in the configuration view.
I'd like to be able to (after cloning the task) edit that tab, run the new task and have the task create the corresponding config file (I use this file in other parts of my workflow, outside of clearml).

Posted 2 years ago

Is that still not clear?

Posted 2 years ago


Posted 2 years ago
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