multi-stage build in docker compose?

How can I specify multi-stage build with in a docker-compose.yml?

For each variant (e.g. dev, prod...) I have a multi-stage build with 2 docker files:

dev: Dockerfile.base + Dockerfile.dev
or prod: Dockerfile.base + Dockerfile.prod

File Dockerfile.base (common for all variants):

FROM python:3.6
RUN apt-get update && apt-get upgrade -y
RUN pip install pipenv pip
COPY Pipfile ./
# some more common configuration...

File Dockerfile.dev:

FROM flaskapp:base
RUN pipenv install --system --skip-lock --dev
ENV FLASK_ENV development
ENV FLASK_DEBUG 1

File Dockerfile.prod:

FROM flaskapp:base
RUN pipenv install --system --skip-lock
ENV FLASK_ENV production

Without docker-compose, I can build as:

# Building dev
docker build --tag flaskapp:base -f Dockerfile.base .
docker build --tag flaskapp:dev -f Dockerfile.dev .
# or building prod
docker build --tag flaskapp:base -f Dockerfile.base .
docker build --tag flaskapp:dev -f Dockerfile.dev .

According to the compose-file doc, I can specify a Dockerfile to build.

# docker-compose.yml
version: '3'
services:
  webapp:
    build:
      context: ./dir
      dockerfile: Dockerfile-alternate

But how can I specify 2 Dockerfiles in docker-compose.yml (for multi-stage build)?

As mentioned in the comments, a multi-stage build involves a single Dockerfile to perform multiple stages. What you have is a common base image.

You could convert these to a non-traditional multi-stage build with a syntax like (I say non-traditional because you do not perform any copying between the layers and instead use just the from line to pick from a prior stage):

FROM python:3.6 as base
RUN apt-get update && apt-get upgrade -y
RUN pip install pipenv pip
COPY Pipfile ./
# some more common configuration...

FROM base as dev
RUN pipenv install --system --skip-lock --dev
ENV FLASK_ENV development
ENV FLASK_DEBUG 1

FROM base as prod
RUN pipenv install --system --skip-lock
ENV FLASK_ENV production

Then you can build one stage or another using the --target syntax to build, or a compose file like:

# docker-compose.yml
version: '3.4'
services:
  webapp:
    build:
      context: ./dir
      dockerfile: Dockerfile
      target: prod

The biggest downside is the current build engine will go through every stage until it reaches the target. Build caching can mean that's only a sub-second process. And BuildKit which is coming out of experimental in 18.09 and will need upstream support from docker-compose will be more intelligent about only running the needed commands to get your desired target built.

All that said, I believe this is trying to fit a square peg in a round hole. The docker-compose developer is encouraging users to move away from doing the build within the compose file itself since it's not supported in swarm mode. Instead, the recommended solution is to perform builds with a CI/CD build server, and push those images to a registry. Then you can run the same compose file with docker-compose or docker stack deploy or even some k8s equivalents, without needing to redesign your workflow.

you can use as well concating of docker-compose files, with including both dockerfile pointing to your existing dockerfiles and run docker-compose -f docker-compose.yml -f docker-compose.prod.yml build

multi-stage build in docker compose?

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