Refactor update train-deploy project #4
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: Staging Trigger Train and Deploy Pipeline | |
on: | |
pull_request: | |
types: [opened, synchronize] | |
branches: [staging, main] | |
paths: | |
- 'train_and_deploy/**' | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
run-staging-workflow: | |
runs-on: ubuntu-latest | |
env: | |
ZENML_STORE_URL: ${{ secrets.ZENML_PROJECTS_HOST }} | |
ZENML_STORE_API_KEY: ${{ secrets.ZENML_PROJECTS_API_KEY }} | |
ZENML_STAGING_STACK : ef6c474d-b6e7-49a7-a046-0dab39f7969a # Set this to your staging stack ID | |
ZENML_GITHUB_SHA: ${{ github.event.pull_request.head.sha }} | |
ZENML_GITHUB_URL_PR: ${{ github.event.pull_request._links.html.href }} | |
ZENML_DEBUG: true | |
ZENML_ANALYTICS_OPT_IN: false | |
ZENML_LOGGING_VERBOSITY: INFO | |
ZENML_DISABLE_CLIENT_SERVER_MISMATCH_WARNING: True | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v3 | |
- uses: actions/setup-python@v4 | |
with: | |
python-version: '3.11' | |
- name: Install requirements | |
working-directory: ./train_and_deploy | |
run: | | |
pip3 install -r requirements.txt | |
zenml integration install bentoml skypilot_kubernetes s3 aws evidently --uv -y | |
- name: Connect to ZenML server | |
working-directory: ./train_and_deploy | |
run: | | |
zenml init | |
- name: Set stack (Staging) | |
working-directory: ./train_and_deploy | |
run: | | |
zenml stack set ${{ env.ZENML_STAGING_STACK }} | |
- name: Run pipeline (Staging) | |
working-directory: ./train_and_deploy | |
run: | | |
python run.py --training |