I use docker to create my deployment unit:

1. create a base docker image with OS dependencies
2. mount checked out project from jenkins into docker + add devpi-container 
network -> install the project into
container via pip
3. commit container stage to image
4. run all tests in container
5. remove container -> to remove test artifacts
6. start container with mounted test db and make a health check
7. commit container stage to image -> save image for deployment

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