Default deploy action for deploying code to Astro
By default, the deploy action uses the infer
deploy type, which enables the action to determine whether to use either a dags-only
deploy or an image-and-dags
deploy, depending on the files you change.
Prerequisites
- An Astro project hosted in a GitHub repository.
- An Astro Deployment.
- A Deployment API token, Workspace API token, or Organization API token.
- Access to GitHub Actions.
Each CI/CD template implementation might have additional requirements.
If you use a self-hosted runner to execute jobs from GitHub Actions, the Astro CLI's config.yaml
file, which stores default deploy details, might be shared across your organization and hence multiple CI/CD pipelines. To reduce the risk of accidentally deploying to the wrong Deployment, ensure the following:
- Add
ASTRO_API_TOKEN
to your repository and include a check in your GitHub workflow to verify that it exists. - Use Deployment API tokens, which are scoped only to one Deployment, instead of Workspace or Organization API tokens.
- Specify
deployment-id
ordeployment-name
in your action. For example,astro deploy <deployment-id>
orastro deploy -n <deployment-name>
. - Add the command
astro logout
at the end of your workflow to ensure that your authentication token is cleared from theconfig.yaml
file.
If you stage multiple commits to DAG files and push them all at once to your remote branch, the template only deploys DAG code changes from the most recent commit. It will miss any code changes made in previous commits.
To avoid this, either push commits individually or configure your repository to Squash commits for pull requests that merge multiple commits simultaneously.
Setup
- Single branch
- Multiple branch
- Custom Image
To automate code deploys to a single Deployment using GitHub Actions, complete the following setup in a Git-based repository that hosts an Astro project:
-
Set the following as a GitHub secret:
ASTRO_API_TOKEN
: The value for your Workspace or Organization API token.
-
In your project repository, create a new YAML file in
.github/workflows
that includes the following configuration:name: Astronomer CI - Deploy code
on:
push:
branches:
- main
env:
## Sets Deployment API credentials as environment variables
ASTRO_API_TOKEN: ${{ secrets.ASTRO_API_TOKEN }}
jobs:
build:
runs-on: ubuntu-latest
steps:
- name: Deploy to Astro
uses: astronomer/deploy-action@v0.9.0
with:
deployment-id: <your-deployment-id> -
(Optional) You can add optional configurations to customize your workflow. For example, if you add
wake-on-deploy
to your configuration, the Deploy Action wakes a hibernating Deployment before deploying code to it.
Using wake-on-deploy
takes precedence over any existing Deployment hibernation overrides that you configured through the Astro UI or config.yaml
file.
The following template can be used to create a multiple branch CI/CD pipeline using GitHub Actions. A multiple branch pipeline can be used to test DAGs in a development Deployment and promote them to a production Deployment.
Configuration requirements
- You have both a
dev
andmain
branch of an Astro project hosted in a single GitHub repository. - You have respective
dev
andprod
Deployments on Astro where you deploy your GitHub branches to. - You have at least one API token with access to both of your Deployments.
Implementation
-
Set the following as GitHub secrets:
PROD_ASTRO_API_TOKEN
: The value for your production Workspace or Organization API token.DEV_ASTRO_API_TOKEN
: The value for your development Workspace or Organization API token.
-
In your project repository, create a new YAML file in
.github/workflows
that includes the following configuration:name: Astronomer CI - Deploy code (Multiple Branches)
on:
push:
branches: [dev]
pull_request:
types:
- closed
branches: [main]
jobs:
dev-push:
if: github.ref == 'refs/heads/dev'
env:
## Sets DEV Deployment API credential as an environment variable
ASTRO_API_TOKEN: ${{ secrets.DEV_ASTRO_API_TOKEN }}
runs-on: ubuntu-latest
steps:
- name: Deploy to Astro
uses: astronomer/deploy-action@v0.9.0
with:
deployment-id: <dev-deployment-id>
prod-push:
if: github.event.action == 'closed' && github.event.pull_request.merged == true
env:
## Sets Prod Deployment API credential as an environment variable
ASTRO_API_TOKEN: ${{ secrets.PROD_ASTRO_API_TOKEN }}
runs-on: ubuntu-latest
steps:
- name: Deploy to Astro
uses: astronomer/deploy-action@v0.9.0
with:
deployment-id: <prod-deployment-id> -
(Optional) You can add optional configurations to customize your workflow. For example, if you add
wake-on-deploy
to your configuration, the Deploy Action wakes a hibernating Deployment before deploying code to it.
Using wake-on-deploy
takes precedence over any existing Deployment hibernation overrides that you configured through the Astro UI or config.yaml
file.
If your Astro project requires additional build-time arguments to build an image, you need to define these build arguments using Docker's build-push-action
.
Prerequisites
- An Astro project that requires additional build-time arguments to build the Runtime image.
Implementation
- Set the following as a GitHub secret:
ASTRO_API_TOKEN
: The value for your Workspace or Organization API token.
-
In your project repository, create a new YAML file in
.github/workflows
that includes the following configuration:name: Astronomer CI - Additional build-time args
on:
push:
branches:
- main
jobs:
build:
runs-on: ubuntu-latest
env:
ASTRO_API_TOKEN: ${{ secrets.ASTRO_API_TOKEN }}
steps:
- name: Check out the repo
uses: actions/checkout@v3
- name: Create image tag
id: image_tag
run: echo ::set-output name=image_tag::astro-$(date +%Y%m%d%H%M%S)
- name: Build image
uses: docker/build-push-action@v2
with:
deployment-id: <your-deployment-id>
tags: ${{ steps.image_tag.outputs.image_tag }}
load: true
# Define your custom image's build arguments, contexts, and connections here using
# the available GitHub Action settings:
# https://github.com/docker/build-push-action#customizing .
# This example uses `build-args` , but your use case might require configuring
# different values.
build-args: |
<your-build-arguments>
- name: Deploy to Astro
uses: astronomer/deploy-action@v0.9.0
with:
deployment-id: <your-deployment-id>
image-name: ${{ steps.image_tag.outputs.image_tag }}For example, to create a CI/CD pipeline that deploys a project which installs Python packages from a private GitHub repository, you would use the following configuration:
name: Astronomer CI - Custom base image
on:
push:
branches:
- main
jobs:
build:
runs-on: ubuntu-latest
env:
ASTRO_API_TOKEN: ${{ secrets.ASTRO_API_TOKEN }}
steps:
- name: Check out the repo
uses: actions/checkout@v3
- name: Create image tag
id: image_tag
run: echo ::set-output name=image_tag::astro-$(date +%Y%m%d%H%M%S)
- name: Create SSH Socket
uses: webfactory/ssh-agent@v0.5.4
with:
# GITHUB_SSH_KEY must be defined as a GitHub secret.
ssh-private-key: ${{ secrets.GITHUB_SSH_KEY }}
- name: (Optional) Test SSH Connection - Should print hello message.
run: (ssh git@github.com) || true
- name: Build image
uses: docker/build-push-action@v2
with:
tags: ${{ steps.image_tag.outputs.image_tag }}
load: true
ssh: |
github=${{ env.SSH_AUTH_SOCK }
- name: Deploy to Astro
uses: astronomer/deploy-action@v0.9.0
with:
deployment-id: <your-deployment-id>
image-name: ${{ steps.image_tag.outputs.image_tag }}
If you need guidance configuring a CI/CD pipeline for a more complex use case involving custom Runtime images, reach out to Astronomer support.
- (Optional) You can add optional configurations to customize your workflow. For example, if you add
wake-on-deploy
to your configuration, the Deploy Action wakes a hibernating Deployment before deploying code to it.
Using wake-on-deploy
takes precedence over any existing Deployment hibernation overrides that you configured through the Astro UI or config.yaml
file.