我想通过 Github 操作使用 CICD 在 Docker 容器中部署我的 DBT/Bigquery 项目。我正在努力将 GCP 凭据放入容器中。我将凭据放在 Github 秘密中,因为我显然不能将凭据文件放在 Github 上。如何将 Github 秘密作为参数传递给 keyfile.json,以便将其复制到容器中?
我的 Dockerfile:
FROM fishtownanalytics/dbt:0.21.0
ARG RUN_TARGET=foo
RUN groupadd --gid 50000 docker && \
useradd --home-dir /home/docker --create-home --uid 50000 --gid 50000 --skel /dev/null docker
USER docker
RUN mkdir /home/docker/.dbt
# Ordering is least to most frequently touched folder/file
COPY profiles.yml /home/docker/.dbt/profiles.yml
COPY keyfile.json /home/docker/keyfile.json
COPY macros /home/docker/macros
COPY dbt_project.yml /home/docker/dbt_project.yml
COPY models /home/docker/models
WORKDIR /home/docker/
# Run dbt on container startup.
CMD ["run"]
我的 github/workflows/main.yml 文件如下所示:
name: Build and Deploy to dbt project
on: push
jobs:
build-and-push:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v2
- name: dotenv-load
id: dotenv
uses: falti/[email protected]
- name: Set up Python 3.9
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
- name: Configure Docker
run: gcloud auth configure-docker -q
- name: Build and push Docker
uses: mr-smithers-excellent/docker-build-push@v5
with:
image: repo/image
tags: v1, latest
registry: eu.gcr.io
username: _json_key
password: ${{ secrets.GCP_SA_KEY }}
构建时出现以下错误:
COPY failed: file not found in build context or excluded by .dockerignore: stat keyfile.json: file does not exist
我尝试将 github 秘密作为构建参数传递,但没有成功。
或者将凭据放入容器中真的是不好的做法,我应该以不同的方式处理它吗? (编辑)
后续
gcloud
命令在以下步骤后对我有用。尝试在结帐步骤后立即添加它。
- name: Set up gcloud
uses: google-github-actions/setup-gcloud@master
with:
service_account_key: ${{ secrets.GCP_SERVICE_ACCOUNT_KEY }}
project_id: ${{ secrets.GCP_PROJECT_ID }}
我最终使用宣誓方式进行身份验证:
jaffle_shop:
target: dev
outputs:
dev:
type: bigquery
method: oauth
project: project_name
dataset: dataset_name
threads: 1
timeout_seconds: 300
location: europe-west4 # Optional, one of US or EU
priority: interactive
retries: 1
name: Build and Deploy to dbt project
on: push
jobs:
build-and-push:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v2
- name: dotenv-load
id: dotenv
uses: falti/[email protected]
- name: get sha
id: vars
run: |
echo ::set-output name=sha_short::$(git rev-parse --short=8 ${{ github.sha }})
- name: Set up Python 3.9
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
- name: Login
uses: google-github-actions/setup-gcloud@master
with:
project_id: ${{ steps.dotenv.outputs.GCP_PROJECT }}
service_account_key: ${{ secrets.GCP_SA_KEY }}
export_default_credentials: true
- name: Configure Docker
run: gcloud auth configure-docker -q
- name: Build and push Docker
uses: mr-smithers-excellent/docker-build-push@v5
with:
image: repo/image
tags: v1, latest
registry: eu.gcr.io
username: _json_key
password: ${{ secrets.GCP_SA_KEY }}
你也可以使用 base64 编码的 json 字符串,我认为这是将 JSON 对象传递到 GithubActions 的首选方式。
在博客文章中对此进行解释这里.