Docker Community All Hands #5 (March 2022)
2022-03-31..2022-04-01
-- online --
who it's for
python developers, devops engineers, platform engineers, site reliability engineers, data scientists, engineering managers
topics
Docker packaging best practices; python:3.9 Dockerfiles; pip install --no-cache-dir; dependency pinning with pip-tools; image scanning with Trivy and Bandit; GitHub Actions for image CI; Docker Compose deployments; trunk-based development with automated builds; TensorFlow Object Detection in Docker; Jupyter notebooks in containers; Postgres and Elasticsearch in containers
| title | author | length |
|---|---|---|
| Zero to production-ready: a best-practices process for Docker packaging | Itamar Turner Trauring | 29m |
Gives a prioritized, iterative process: get something running, then fix security, add automated builds, ensure reproducible pinning and only then optimize for… | ||
| How to containerize Python applications with Docker | Patrick Loeber | 26m |
Step-by-step show of containerizing a simple Python script and a FastAPI web app using python:3.9 base image, building Dockerfiles that add source, run `pip… | ||
| Agile development for local governments | Eduardo Hernandez | 13m |
Municipality gets a working participatory budget platform for Monterrey (1M+ residents, 5% of property tax) delivered in under two months by adapting Decidim… | ||
| A microservices architecture with Python and Docker containers | Diego Arenas | 25m |
A production microservices pipeline runs as Docker containers with each task in its own container, using Python 2 glue and a custom Python package that bundles… | ||
| Machine Learning with TensorFLow Object Detection running on Docker | Madhu Kumar Yeluri | 15m |
Builds a Docker image that layers Python libs, TensorFlow Object Detection API and Jupyter Notebook, installs missing pkg tf_slim, and runs the notebook… | ||
| nothing matches | ||