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Hey All. I Am Looking To Integrate Clearml Into Airflow. I Want To Use Airflow To Orchestrate Running Clearml Pipelines. My Question Is About Authentication From Airflow; I Have A Config File On My Local Which Authenticates Me To Send Tasks Over To Clearm

Hey all. I am looking to integrate ClearML into Airflow. I want to use Airflow to orchestrate running ClearML pipelines. My question is about authentication from Airflow; I have a config file on my local which authenticates me to send tasks over to ClearML. How would this work for Airflow? I am skeptical of storing a credentials file on the airflow server. Any insight is appreciated

Posted 2 years ago
Votes Newest

Answers 6

That's a good question, which I don't have an answer to 😅 I was hoping to be able to store the config file in some kind of secrets vault, and authenticating via some in-memory trace or so

Posted 2 years ago

I don't even know if I have a valid concern for this. Just a little worried as airflow is accessible by more departments than just DS, which could result in some disasters

Posted 2 years ago

Well, if you have a way of retrieving values before a task is executed, the credentials can be passed using environment variables

Posted 2 years ago

Hi TenseOstrich47 , where would you consider it a good place to tore your credentials?

Posted 2 years ago

Oh, that may work. Is there any docs/demos on this?

Posted 2 years ago
6 Answers
2 years ago
one year ago