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fix: bypass raw preprocessing in API for pre-engineered data #9

fix: bypass raw preprocessing in API for pre-engineered data

fix: bypass raw preprocessing in API for pre-engineered data #9

Workflow file for this run

name: CI/CD Pipeline
on:
push:
branches: [ main ]
jobs:
build-and-deploy:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-east-2
- name: Login to Amazon ECR
uses: aws-actions/amazon-ecr-login@v2
# Build and push API image
- name: Build and Push housing-api
run: |
IMAGE_TAG=${GITHUB_SHA}
ECR_REGISTRY=202197228308.dkr.ecr.us-east-2.amazonaws.com
ECR_REPOSITORY=housing-api
docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG -f Dockerfile .
docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG
docker tag $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:latest
docker push $ECR_REGISTRY/$ECR_REPOSITORY:latest
# Build and push Streamlit image
- name: Build and Push housing-streamlit
run: |
IMAGE_TAG=${GITHUB_SHA}
ECR_REGISTRY=202197228308.dkr.ecr.us-east-2.amazonaws.com
ECR_REPOSITORY=housing-streamlit
docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG -f Dockerfile.streamlit .
docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG
docker tag $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:latest
docker push $ECR_REGISTRY/$ECR_REPOSITORY:latest
# Deploy API service
- name: Deploy API service
run: |
aws ecs update-service \
--cluster regression-model-cluster-for-project \
--service regression-model-cluster-for-project-service-07233mgp \
--force-new-deployment
# Deploy Streamlit service
- name: Deploy Streamlit service
run: |
aws ecs update-service \
--cluster regression-model-cluster-for-project \
--service housing-streamlit-service-5cvxvvhd \
--force-new-deployment