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Hey! Starting An Mlops Director Position In 2 Weeks. I'M Thinking About Architecture.
Has Anyone Ever Tried To Use Clearml As An Experiment Tracker, But Used A Different Orchestrator Like Metaflow, Airflow, Prefect, Etc.? I'M Struggling To Find Guides Or
I have tried:
Airflow - Pain to setup, old UI and other problems
Prefect - Literaly just tried to setup a simple distributed system, took me a week, I do not recommend this tool at all, horrible documentation, noone helps at slack.
Dagster - Absolute beauty, nice UI, easy to setup (as a pip package or just a docker + postgres), i highly recommend this tool. Takes a bit to get used to it. I will in coming week try this combo of dagster + clearml, where i periodically check some things and if i met some criteria I will spawn clearml jobs that will be put into clearml queue and executed.
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2 months ago
2 months ago