I'm trying to build Docker images and I would like my Docker images to be deterministic. Much to my surprise I found that even a trivial Dockerfile such as
FROM scratch
ENV a b
Produces different IDs when built repeatedly using docker build --no-cache .
How could I make my builds deterministic and whats causing the changes in image IDs? When caching is enabled the same ID is produced.
The reason I'm trying to get this reproducibility is to enable producing the same layers in a distributed build environment. I can not control where a build is run therefore I can not know what is in the cache.
Also the Docker build downloads files using wget from an ftp which may or may not have changed, currently I can not easily tell Docker from within a Dockerfile if the results of a RUN should invalidate the cache. Therefore if I could just produce the same ID for identical layers (when no cache is used) these layers would not have to be "push"ed and "pull"ed again.
Also all the reasons listed here: https://reproducible-builds.org/