Trying dvc pull in github actions and copying into docker

.github/workflows/Deploy.yml

@@ -22,6 +22,10 @@ jobs:
           npm install -g serverless
           npm install -g serverless-domain-manager
 
+      - name: Install DVC
+        run: |
+          pip install dvc
+
       # Set up all of the secrets required for the deployment
       - name: set secret prefix which is used across multiple steps
         id: secret_prefix
@@ -79,6 +83,11 @@ jobs:
           aws-secret-access-key: ${{ secrets.PROD_AWS_SECRET_ACCESS_KEY }}
           aws-region: eu-west-2
 
+      - name: DVC Pull
+        run: |
+          cd modules/ml-pipeline/src/pipeline
+          dvc pull -r ${{ steps.set_runtime_environment.outputs.runtime_environment }}
+
       - name: Setup Docker
         uses: docker/setup-buildx-action@v1
 

deployment/Dockerfile.prediction.lambda

@@ -14,12 +14,12 @@ RUN yum install -y gcc python3-devel
 # Install python packages
 COPY modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt ./requirements.txt
 RUN pip install --no-cache-dir -r ./requirements.txt
+RUN pip install --no-cache-dir -r ./requirements-vc.txt
 
 # Copy the project code
 COPY modules/ml-pipeline/src/pipeline ./pipeline
 # Copy the handler
 COPY deployment/handlers/prediction_app.py prediction_app.py
-# Get the model
-# RUN dvc pull -r ${RUNTIME_ENVIRONMENT}
+
 
 CMD [ "prediction_app.handler" ]