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deploy.yaml
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name: churn-prediction-service
on:
push:
branches:
- main
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
- name: Install Google Cloud SDK
run: |
curl https://sdk.cloud.google.com | bash
exec -l $SHELL
gcloud --version
- name: Authenticate with Google Cloud
run: |
echo "${{ secrets.GKE_SECRET_CPS }}" | base64 --decode > gcp-sa-key.json
gcloud auth activate-service-account --key-file=gcp-sa-key.json
env:
GOOGLE_APPLICATION_CREDENTIALS: gcp-sa-key.json
- name: Set up Google Cloud SDK
uses: google-github-actions/setup-gcloud@main
with:
project_id: data-science-project-418009
# service_account_key: ${{ secrets.GKE_SECRET_CPS }}
# export_default_credentials: true
- name: Let's copy gcp credentials
run: echo "${{secrets.GKE_SECRET_CPS}}" | base64 --decode > gcp_credentials.json
- name: Configure Docker to use GCR
run: |
gcloud auth configure-docker asia-south1-docker.pkg.dev
- name: Build and Push Docker image
run: |
docker build -t asia-south1-docker.pkg.dev/data-science-project-418009/dockerregistry/churn-prediction-service:${{ github.sha }} .
docker push asia-south1-docker.pkg.dev/data-science-project-418009/dockerregistry/churn-prediction-service:${{ github.sha }}
- name: Configure kubectl
run: |
gcloud components install kubectl
gcloud components install gke-gcloud-auth-plugin
gcloud container clusters get-credentials autopilot-cluster-1 --zone asia-south1 --project data-science-project-418009
- name: Deploy to GKE
run: |
kubectl apply -f ./infra/kubernetes/resources.yaml