GitHub Action
Deploy a Prefect flow
A Github Action to deploy one or more Prefect deployments with a prefect.yaml file). Note - all configuration must be defined in your prefect.yaml file, which will be inferred at run time. This means you cannot pass any additional CLI arguments. For example, your prefect.yaml should have the following configuration in place:
deployments:
- name: Simple
description: null
entrypoint: examples/simple/flow.py:call_api
flow_name: null
parameters: {}
schedule: null
tags: []
version: null
work_pool:
name: simple-poolAdditionally, the prefect deploy command needs to load your flow in order to gather some information about it. This results in the module that the flow is in being loaded, which can result in errors if not all the dependencies are present (issue 9512). As a result, this action takes in a comma-seperated list of requirments to pre-load these ahead of running prefect deploy. This will not result in a generic image being created, but rather used to satisfy a pre-flight check required by the Prefect CLI. If building one or many custom docker images, those will still be isolated and only install the relevant dependencies defined as a part of your Dockerfile.
- Access to a Prefect Cloud Account
- Checkout - to clone the repo
- Setup Python - to install prefect & other requirements
- Prefect Auth - to log into Prefect Cloud
- (optional) Docker Login / Cloud Docker Registry Login if building and pushing a Docker artifact
| Input | Desription | Required |
|---|---|---|
| deployment-names | Comma separated list of deployment names defined in the prefect.yaml file. | false |
| requirements-file-paths | Comma sepearated list of paths to requirements files to correctly install dependencies for your Prefect flow(s). | false |
| deployment-file-path | Relative path to your Prefect deployment file. Defaults to ./prefect.yaml |
false |
| all-deployments | If set to "true", all deployments defined in prefect.yaml will be deployed. This will override the deployment-names input. Defaults to "false" | true |
Note: When setting the deployment-file-path only associate deployment-names that are included in that deployment file. If you attempt to pass a prefect deployment that is not included in that file, the action will fail.
Deploy a Prefect flow that doesn't have a push step defined in the prefect.yaml
name: Deploy a Prefect flow
on:
push:
branches:
- main
jobs:
deploy_flow:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: '3.10'
- name: Prefect Auth
uses: PrefectHQ/actions-prefect-auth@v1
with:
prefect-api-key: ${{ secrets.PREFECT_API_KEY }}
prefect-workspace: ${{ secrets.PREFECT_WORKSPACE }}
- name: Run Prefect Deploy
uses: PrefectHQ/actions-prefect-deploy@v3
with:
deployment-names: Simple
requirements-file-paths: ./examples/simple/requirements.txt
deployment-file-path: ./examples/simple/prefect.yamlDeploy multiple Prefect deployments that do not have a push step defined in the prefect.yaml
name: Deploy multiple Prefect deployments
on:
push:
branches:
- main
jobs:
deploy_flow:
runs-on: ubuntu-latest
steps:
- ...
- name: Run Prefect Deploy
uses: PrefectHQ/actions-prefect-deploy@v3
with:
deployment-names: Simple_Deployment_1,Simple_Deployment_2
requirements-file-paths: ./examples/multi-deployment/deployment-1/requirements.txt,./examples/multi-deployment/deployment-2/requirements.txt
deployment-file-path: ./multi-deployment/prefect.yamlDeploy all Prefect deployments that do not have a push step defined in the prefect.yaml
name: Deploy all Prefect deployments
on:
push:
branches:
- main
jobs:
deploy_flow:
runs-on: ubuntu-latest
steps:
- ...
- name: Run Prefect Deploy
uses: PrefectHQ/actions-prefect-deploy@v3
with:
all-deployments: "true"
requirements-file-paths: ./examples/multi-deployment/deployment-1/requirements.txt,./examples/multi-deployment/deployment-2/requirements.txt
deployment-file-path: ./examples/multi-deployment/prefect.yamlDeploy a Prefect flow and also build a Docker artifact that pushes to a defined repository in the prefect.yaml file.
name: Build an Image and Deploy a Prefect flow
on:
push:
branches:
- main
jobs:
deploy_flow:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: '3.10'
- uses: docker/login-action@v2
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Prefect Auth
uses: PrefectHQ/actions-prefect-auth@v1
with:
prefect-api-key: ${{ secrets.PREFECT_API_KEY }}
prefect-workspace: ${{ secrets.PREFECT_WORKSPACE }}
- name: Run Prefect Deploy
uses: PrefectHQ/actions-prefect-deploy@v3
with:
deployment-names: Docker
requirements-file-paths: ./examples/docker/requirements.txt
deployment-file-path: ./examples/docker/prefect.yamlDeploy a Prefect flow and also build a Docker artifact that pushes to a defined repository in the prefect.yaml file.
name: Build an Image and Deploy a Prefect flow
on:
push:
branches:
- main
jobs:
deploy_flow:
permissions:
# required to obtain Google Cloud service account credentials
id-token: write
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: google-github-actions/auth@v1
with:
workload_identity_provider: projects/<project_id>/locations/global/workloadIdentityPools/<pool-name>/providers/<provider-name>
service_account: <gcp_service_account>@<project_id>.iam.gserviceaccount.com
- name: Configure Google Cloud credential helper
run: gcloud auth configure-docker --quiet us-east1-docker.pkg.dev
- uses: actions/setup-python@v4
with:
python-version: '3.10'
- name: Prefect Auth
uses: PrefectHQ/actions-prefect-auth@v1
with:
prefect-api-key: ${{ secrets.PREFECT_API_KEY }}
prefect-workspace: ${{ secrets.PREFECT_WORKSPACE }}
- name: Run Prefect Deploy
uses: PrefectHQ/actions-prefect-deploy@v3
with:
deployment-names: Docker
requirements-file-paths: ./examples/docker/requirements.txt
deployment-file-path: ./examples/docker/prefect.yamlSee here for the Prefect's Terms and Conditions.