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Messing with the system python without using some form of virtual environment is a recipe for disaster.
by brummm 7y ago
Messing with the system python without using some form of virtual environment is a recipe for disaster.
- dkarp 7y agoIt's a docker box, you're already inside some form of virtual environment
- kevin_thibedeau 7y agoDebian distros have a separate dist-packages directory for system libs. You can do whatever you want in site-packages. It is effectively like a default virtualenv when operating in a container.
- penagwin 7y agoIn the docker container you ARE the system python version. In fact many docker best practices would say that preferably only 1 application is running, and that would be your application.
- viraptor 7y agoIt's still not safe. For example there was a conflict one day between awscli, urllib and some system tool (apt?) which led to a broken (apt fails) system if you just "pip install awscli" globally. Even in docker image, you still need virtualenv to be safe (or use only global distro packages).
- fjp 7y agoCould you elaborate on why? I worked at a co that almost exclusively ran Alpine containers with a single Python app. No use of virtualenv. Never experienced any hangups with this.
- viraptor 7y agoLooked up the issue and it was cloud-init, not apt that failed. Here are the details: https://github.com/aws/aws-cli/issues/3678 https://github.com/aws/aws-cli/issues/3678 In one sentence: "Installing the latest aws-cli on an image is preventing new AMIs based on that image from booting due to the above issue with urllib3." While this specific issue wouldn't affect docker images since you normally don't run cloud-init on them, it's just luck that it wasn't some other utility affected instead. Next time it can affect docker images too.
- kortilla 7y agoWhy do you have cloud-init in a container?
- markbnj 7y agoSame here, and I'm curious to know why some think virtualenv is required in a container, as opposed to just starting with am image containing a clean python install and adding what you need.
- viraptor 7y agoI linked the example here https://news.ycombinator.com/item?id=22186046 https://news.ycombinator.com/item?id=22186046 But tlrd is: if you "apt install some-utility", then "pip install something else", you may have upgraded packages that some-utility relies on but is not compatible with the new version anymore.
- mixmastamyk 7y agoPip and apt install to different folders already. In the very unlikely event there’s an issue in a container the solution is simple, modify the sys.path. The other 99% of the time avoiding the venv is a win.
- viraptor 7y agoSure it's unlikely, but it happened at least once now, and that's exactly the situation venv is designed to avoid. Pip and apt install to different places (by default/convention), but you end up importing the pip version by default. You can change sys.path to work around it of course... but that's pretty much what virtualenv does anyway. Utilities by default do not change that path which leads to issues like the linked one. I'm not saying never install globally, just let's keep in mind that this can lead to real issues which may be very surprising / hard to debug once in production. Unless you understand exactly what and how is delivered with every change, defaulting to venv is a safer option.
- mixmastamyk 7y agoComplexity on top of complexity makes things harder to debug in my opinion. I’ve never had trouble debugging library issues and they’ve never happened to me in a container. Even easier is to not mix tools in a container anyway. Less is more.
- pid_0 7y agoNot in docker. The entire point of docker is isolation so when you use something like python3.7-slim, its fine to use the system python. Thats the whole point of using the image. Now you still want to run and install pip packages as a non-root user of course, but you don't need a virtualenv in docker.