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paulmwatson/dockerfile_multi_stage_build

Created January 21, 2021 14:13
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Docker multi-stage build with large files
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dockerfile_multi_stage_build
#Dockerfile
#model_artifacts image
FROM python:3.7.7-slim-buster AS model_artifacts
WORKDIR /artifacts
ADD https://bucketname.s3-eu-west-1.amazonaws.com/really_big_model_1.h5 .
ADD https://bucketname.s3-eu-west-1.amazonaws.com/really_big_model_2.h5 .
#app image
FROM python:3.7.7-slim-buster AS app
...
RUN mkdir /model_files
COPY --from=model_artifacts /artifacts/* /model_files/
...
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