- Clone this repository.
- (Optional) Add DockerHub credentials to GitHub Secrets.
- Add your code to the
src
directory. - Update the
handler.py
file to load models and process requests. - Add any dependencies to the
requirements.txt
file. - Add any other build time scripts to the
builder
directory, for example, downloading models. - Update the
Dockerfile
to include any additional dependencies.
This repository is setup to automatically build and push a docker image to the GitHub Container Registry. You will need to add the following to the GitHub Secrets for this repository to enable this functionality:
DOCKERHUB_USERNAME
| Your DockerHub username for logging in.DOCKERHUB_TOKEN
| Your DockerHub token for logging in.DOCKERHUB_REPO
| The name of the repository you want to push to.DOCKERHUB_IMG
| The name of the image you want to push to.
The CD-docker_dev.yml
file will build the image and push it to the dev
tag, while the CD-docker_release.yml
file will build the image on releases and tag it with the release version.
The CI-test_worker.yml
file will test the worker using the input provided by the --test_input
argument when calling the file containing your handler. Be sure to update this workflow to install any dependencies you need to run your tests.