CI + Pushed To ECR

.github/workflows/ci.yaml

@@ -5,8 +5,14 @@ name: CI Pipeline
 on:
   push:
 
+# permissions:
+#       id-token: write
+#       contents: read
+
+
 jobs:
-  build:
+  code-execution:
+    name : Continues Integration
     runs-on: ubuntu-latest
 
     env:
@@ -41,4 +47,76 @@ jobs:
         echo "# Model Score Report" >> report.md
         echo "The R2 score is: $model_score" >> report.md
 
-        cml comment create report.md
+        cml comment create report.md
+
+  build-and-push-ecr-image:
+    name: Push to ECR
+    needs: code-execution
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v3
+
+      - name: Install Utilities
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y jq unzip
+
+      - 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: ${{ secrets.AWS_REGION }}
+
+      - name: Login to Amazon ECR
+        id: login-ecr
+        uses: aws-actions/amazon-ecr-login@v2
+
+      - name: Build, tag, and push image to Amazon ECR
+        id: build-image
+        env:
+          ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
+          ECR_URI : ${{ secrets.AWS_ECR_LOGIN_URI }}
+          ECR_REPOSITORY: ${{ secrets.ECR_REPOSITORY_NAME }}
+          IMAGE_TAG: latest
+        run: |
+          # Build a docker container and
+          # push it to ECR so that it can
+          # be deployed to ECS.
+          docker build -t housing .
+          docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG .
+          docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG
+          echo "::set-output name=image::$ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG"
+  
+  # Continuous-Deployment:
+    # runs-on: self-hosted
+    # needs: build-and-push-ecr-image
+    # steps:
+    #   - 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: ${{ secrets.AWS_REGION }}
+
+    #   - name: Login to Amazon ECR
+    #     id: login-ecr
+    #     uses: aws-actions/amazon-ecr-login@v2
+
+    #   - name: Pull latest images
+    #     env:
+    #       ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
+    #       ECR_REPOSITORY: ${{ secrets.ECR_REPOSITORY_NAME }}
+    #       IMAGE_TAG: latest
+    #     run: |
+    #       docker pull $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG
+
+    #   - name: Delete Previous Container
+    #     run: |
+    #       docker rm -f trip-duration || true
+
+    #   - name: Run Docker Image to serve users
+    #     run: |
+    #       docker run -d -p 8080:8000 --ipc="host" --name=trip-duration -e 'AWS_ACCESS_KEY_ID=${{ secrets.AWS_ACCESS_KEY_ID }}' -e 'AWS_SECRET_ACCESS_KEY=${{ secrets.AWS_SECRET_ACCESS_KEY }}' -e 'AWS_REGION=${{ secrets.AWS_REGION }}'  ${{secrets.AWS_ECR_LOGIN_URI}}/${{ secrets.ECR_REPOSITORY_NAME }}:latest
+

Dockerfile

@@ -1,12 +1,16 @@
 # Use an official Python runtime as a parent image
 FROM python:3.8-slim
 
-# Set the working directory to /app
-COPY . /app
 WORKDIR /app
 
+# Set the working directory to /app
+COPY app.py /app/app.py
+COPY models/ /app/models/
+COPY templates/ /app/templates/
+COPY docker_requirements.txt /app/docker_requirements.txt
+
 # Install any needed packages specified in requirements.txt
-RUN pip install -r requirements.txt
+RUN pip install -r docker_requirements.txt
 
 # Copy files from S3 inside docker
 # RUN mkdir /app/models

docker_requirements.txt

@@ -0,0 +1,6 @@
+fastapi
+# joblib
+uvicorn
+scikit-learn
+pandas
+python-multipart