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update #5

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update

update #5

Workflow file for this run

.github/workflows/ci_cd.yml at 433521d
name: CI/CD Pipeline
on:
push:
branches:
- main
pull_request:
branches:
- main
jobs:
build-and-deploy:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: '3.8'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements.txt
- name: Lint code
run: |
pip install flake8
flake8 .
- name: Build Docker image for FastAPI
run: docker build -t fastapi-bert-predictor -f Dockerfile .
- name: Build Docker image for TensorFlow Serving
run: docker build -t bert-election2020-serving -f Dockerfile-tf-serving .
- name: Log in to Google Cloud
uses: google-github-actions/auth@v0
with:
credentials_json: ${{ secrets.GOOGLE_CLOUD_CREDENTIALS }}
- name: Configure Google Cloud
run: |
gcloud config set project ${{ secrets.GCP_PROJECT_ID }}
gcloud auth configure-docker
- name: Push Docker images to Google Container Registry
run: |
docker tag fastapi-bert-predictor gcr.io/${{ secrets.GCP_PROJECT_ID }}/fastapi-bert-predictor:latest
docker push gcr.io/${{ secrets.GCP_PROJECT_ID }}/fastapi-bert-predictor:latest
docker tag bert-election2020-serving gcr.io/${{ secrets.GCP_PROJECT_ID }}/bert-election2020-serving:latest
docker push gcr.io/${{ secrets.GCP_PROJECT_ID }}/bert-election2020-serving:latest
- name: Deploy to Google Kubernetes Engine
run: |
gcloud container clusters get-credentials ${{ secrets.GKE_CLUSTER_NAME }} --zone ${{ secrets.GKE_ZONE }}
kubectl apply -f k8s/deployment.yml
kubectl apply -f k8s/service.yml