changed docker images python version and add github action

.github/workflows/MLPipelinePullRequest.yml

@@ -32,6 +32,37 @@ jobs:
   #       echo "Please choose one of these tags: 'major', 'major', 'patch'"
   #       exit(1)
 
+  Verify-Lambda:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Install packages to retrieve artifacts
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Retrieve artifacts (dvc.lock)
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
+      run: |
+        cd modules/ml-pipeline/src/pipeline
+        dvc pull -r experiments
+
+    - name: Build Lambda docker Image
+      run: |
+        cd deployment/
+        docker build . --file Dockerfile.prediction.lambda --tag lambda_test
+
+    - name: Run lambda docker container
+      run: |
+        docker run lambda_test
+
   Verify-Model:
 
     runs-on: ubuntu-latest

deployment/Dockerfile.prediction.lambda

@@ -1,4 +1,4 @@
-FROM public.ecr.aws/lambda/python:3.10
+FROM public.ecr.aws/lambda/python:3.12
 
 # Set the working directory
 WORKDIR ${LAMBDA_TASK_ROOT}

modules/ml-pipeline/src/Prediction.Dockerfile

@@ -1,5 +1,5 @@
 # Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
-FROM python:3.10.12-slim
+FROM python:3.12.12-slim
 
 RUN apt-get update && apt-get install -y libgomp1 gcc python3-dev