I had some permissions-related issues with Docker on Linux too.
This is what solved them for me: docs.docker.com/install/linux/linu... (first section)
Give it a try if you haven't yet
It's funny because they are flagged as optonial but they are totally necessary for it to be properly working (yeah I know it's because of the root privileges)
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