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Also move the COPY . /code/ line to the bottom of the dockerfile, after the requirements have been installed. This will prevent unwanted cache invalidations
This will avoid sending unnecessary files to docker:
https://docs.docker.com/engine/reference/builder/#dockerignore-file
https://www.tutorialspoint.com/using-dockerignore-file
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