集成 CI/CD

envd 仅有一个依赖软件：Buildkitd。因此 envd 兼容绝大多数持续集成系统。如果你在这方面遇到问题，可以通过 💬 Discord 联系我们。我们很乐于提供这方面的帮助。

Deamonless Mode

如果你希望像 Kaniko 一样，在一个 Job 中运行 envd 构建镜像的过程，那么你可以使用 tensorchord/envd:${ENVD_VERSION}-rootless 镜像。

如果使用 daemonless 的方式，很多 envd 和 buildkit 带来的特性将无法被使用。比如你将不能在多次构建之间共享缓存。但是同时你也不需要在 Kubernetes 长时间运行一个 buildkitd 实例。

docker run \                
    -it \
    --rm \
    --security-opt seccomp=unconfined \
    --security-opt apparmor=unconfined \
    -e BUILDKITD_FLAGS=--oci-worker-no-process-sandbox \
    --entrypoint /envd-daemonless.sh \
    -v path-to-envd-dir:/tmp/work \
    tensorchord/envd:${ENVD_VERSION}-rootless \
    --debug build -p /tmp/work --output type=image,name=<image-name>,push=true

在 Kubernetes 上可以使用 Job 来完成：

yaml

apiVersion: v1
kind: ConfigMap
metadata:
  name: envd-daemonless-demo
data:
  build.envd: |
    def build():
      install.apt_packages(name=["via"])
---
apiVersion: batch/v1
kind: Job
metadata:
  name: envd-daemonless-job
spec:
  template:
    metadata:
      annotations:
        container.apparmor.security.beta.kubernetes.io/envd: unconfined
    spec:
      restartPolicy: Never
      containers:
        - name: envd
          # Update the image tag to the expected version of envd.
          image: tensorchord/envd:v0.2.4-alpha.15-rootless
          env:
            - name: BUILDKITD_FLAGS
              value: --oci-worker-no-process-sandbox
          command:
            - /envd-daemonless.sh
          args:
            - --debug
            - build
            - -p
            - /
            - --output
            - type=image,name=<image-name>,push=true
          securityContext:
            # Needs Kubernetes >= 1.19
            seccompProfile:
              type: Unconfined
          volumeMounts:
            - name: workspace
              readOnly: true
              subPath: build.envd
              mountPath: /build.envd
            # https://github.com/moby/buildkit/issues/879#issuecomment-1240347038
            - mountPath: /home/user/.local/share/buildkit
              name: buildkitd
      # To push the image, you also need to create `~/.docker/config.json` secret
      # and set $DOCKER_CONFIG to `/path/to/.docker` directory.
      volumes:
        - configMap:
            name: envd-daemonless-demo
          name: workspace
        - name: buildkitd
          emptyDir: {}

GitHub Actions

这里有一个使用 GitHub Action 构建的例子。

yaml

name: CI
on:
  push:
    branches: [master]
  pull_request:
env:
  REGISTRY: ghcr.io
  IMAGE_NAME: ${{ github.repository }}
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Log in to the Container registry
        uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
        with:
          registry: ${{ env.REGISTRY }}
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}
      - name: Install envd
        run: |
          pip install --pre envd
          envd bootstrap
      - name: Build and push
        run: envd build --output type=image,name=${{ env.REGISTRY }}/${{ env.IMAGE_NAME }},push=true

如果你想验证 envd build 是否生效，可以通过以下方式：

yaml

name: CI
on:
  push:
    branches: [master]
  pull_request:
env:
  REGISTRY: ghcr.io
  IMAGE_NAME: ${{ github.repository }}
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Install envd
        run: |
          pip install --pre envd
          envd bootstrap
      - name: Build
        run: envd build

GitLab CI

下面的例子使用 docker.io/docker:dind 来构建 envd 镜像。

yaml

image: docker
services:
  - docker:dind
before_script:
  - pip install --pre envd
  - envd bootstrap
  - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
envd:
  stage: Build and push
  script:
    - envd build --output type=image,name=$CI_REGISTRY/$CI_REGISTRY_USER/envd-quick-start,push=true

如果你不想在 CI 环境中启动 docker，你可以在远程 Docker 或 Kubernetes 集群中创建一个 buildkitd 实例。

yaml

image: envd-quick-start
before_script:
  - pip install --pre envd
  # Create the buildkitd or connect to a existing instance.
  - kubectl apply -f https://raw.githubusercontent.com/moby/buildkit/master/examples/kubernetes/pod.rootless.yaml
  # Configure the auth information.
  - echo "{\"auths\":{\"$CI_REGISTRY\":{\"auth\":\"$(echo -n $CI_REGISTRY_USER:$CI_REGISTRY_PASSWORD | base64)\"}}}" > ~/.docker/config.json
  # Connect envd to a existing buildkitd instance.
  - envd context create --name buildkitk8s --builder-name buildkitd --use --builder kube-pod
envd:
  stage: Build and push
  script:
    - envd build --output type=image,name=$CI_REGISTRY/$CI_REGISTRY_USER/envd-quick-start,push=true

集成 CI/CD #

Deamonless Mode #

GitHub Actions #

GitLab CI #

集成 CI/CD

Deamonless Mode

GitHub Actions

GitLab CI