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Description
My actions before raising this issue
- Followed the troubleshooting guide
- Read/searched the docs
- Searched past issues
Expected Behaviour
I'd recommend cleaning up the cache files from apt and pip. tox testing can be performed without additional final image padding by using multistage build mechanisms.
Current Behaviour
Package cache files from apt and pip are creating larger container images. tox also significantly increase in the final container image size as it creates a virtual environment and installs several packages.
Possible Solution
- Remove the apt cache files by chaining install and cache remove commands (this is the command found in the docker best practices documentation)
RUN apt-get -qy update && \
apt-get -qy install ${ADDITIONAL_PACKAGE} && \
rm -rf /var/lib/apt/lists/*- Remove the pip cache by using
--no-cache-dirflag when installing with pip.
RUN pip install --no-cache-dir -r requirements.txt- Implement three build stages in the Dockerfile, (e.g. builder, testing, final), label the initial python base image
FROM python:<tag> AS builderstarting the testing stage usingFROM builder AS testing, and starting the final stage usingFROM builder AS final, this will still run tests but avoids the unnecessary .tox directory left behind from testing.
FROM openfaas/of-watchdog:0.9.6 AS watchdog
FROM python:3.7-slim-buster AS builder
<snippet>
FROM builder AS tester
ARG TEST_COMMAND=tox
ARG TEST_ENABLED=true
RUN [ "$TEST_ENABLED" = "false" ] && echo "skipping tests" || eval "$TEST_COMMAND"
FROM builder AS final
<snippet>Doing the above reduced the deployed container image size by 28% for the python3-flask-debian template (results will likely vary a depending on additional packages installed). Build time didn't appear to be affected by modifications.
Steps to Reproduce (for bugs)
- Copy Dockerfile from gist.
- Use faas-cli to build a container image from above Dockerfile.
- Use faas-cli to build a container image with an unmodified Dockerfile.
- Compare container image sizes.
Context
I'm a graduate student working on a masters capstone comparing performance and cost of cloud native applications running with open sourced software to proprietary solutions from cloud vendors. I'm also working with a company (BioDepot LLC) that uses Docker for packaging their software. I'd like to pass along some helpful tips that I've learned from maintaining container images.
Your Environment
- FaaS-CLI version ( Full output from:
faas-cli version):
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/ _ \ _ __ ___ _ __ | ___|_ _ __ _/ ___|
| | | | '_ \ / _ \ '_ \| |_ / _` |/ _` \___ \
| |_| | |_) | __/ | | | _| (_| | (_| |___) |
\___/| .__/ \___|_| |_|_| \__,_|\__,_|____/
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CLI:
commit: b1c09c0243f69990b6c81a17d7337f0fd23e7542
version: 0.14.2
- Docker version
docker version(e.g. Docker 17.0.05 ):
Docker version 20.10.14, build a224086
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Are you using Docker Swarm or Kubernetes (FaaS-netes)?
Kubernetes -
Operating System and version (e.g. Linux, Windows, MacOS):
NAME="Ubuntu"
VERSION="20.04.4 LTS (Focal Fossa)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 20.04.4 LTS"
VERSION_ID="20.04"
HOME_URL="https://www.ubuntu.com/"
SUPPORT_URL="https://help.ubuntu.com/"
BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/"
PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy"
VERSION_CODENAME=focal
UBUNTU_CODENAME=focal
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Code example or link to GitHub repo or gist to reproduce problem:
https://gist.github.com/rgschmitz1/3c1536b455da3703fb75d9672d556d02 -
Other diagnostic information / logs from troubleshooting guide