Updated to build image using circle ci

.circleci/config.yml

@@ -1,31 +1,34 @@
-# Use the latest 2.1 version of CircleCI pipeline process engine.
-# See: https://circleci.com/docs/configuration-reference
 version: 2.1
 
-# Define a job to be invoked later in a workflow.
-# See: https://circleci.com/docs/jobs-steps/#jobs-overview & https://circleci.com/docs/configuration-reference/#jobs
 jobs:
-  say-hello:
-    # Specify the execution environment. You can specify an image from Docker Hub or use one of our convenience images from CircleCI's Developer Hub.
-    # See: https://circleci.com/docs/executor-intro/ & https://circleci.com/docs/configuration-reference/#executor-job
+  build-staging:
     docker:
-      # Specify the version you desire here
-      # See: https://circleci.com/developer/images/image/cimg/base
-      - image: cimg/base:current
-
-    # Add steps to the job
-    # See: https://circleci.com/docs/jobs-steps/#steps-overview & https://circleci.com/docs/configuration-reference/#steps
+      - image: circleci/python:3.7
+    resource_class: large
     steps:
-      # Checkout the code as the first step.
       - checkout
+      - aws-cli/setup:
+          role-arn: "arn:aws:iam::676012288735:role/sagemaker-mlops-lambda-oidc-deployment-role"
+
       - run:
-          name: "Say hello"
-          command: "echo Hello, World!"
+          name: Install dependencies
+          command: |
+            pip install -r ./training_pipeline/requirements.txt
 
-# Orchestrate jobs using workflows
-# See: https://circleci.com/docs/workflows/ & https://circleci.com/docs/configuration-reference/#workflows
-workflows:
-  say-hello-workflow: # This is the name of the workflow, feel free to change it to better match your workflow.
-    # Inside the workflow, you define the jobs you want to run.
-    jobs:
-      - say-hello
+      - run:
+          name: Login to [operations] account
+          command: |
+            aws configure set region eu-central-1
+            aws sts assume-role --role-arn arn:aws:iam::676012288735:role/sagemaker-mlops-lambda-oidc-deployment-role --role-session-name CircleCIActionsSession
+            aws ecr get-login-password --region eu-central-1 | docker login --username AWS --password-stdin 676012288735.dkr.ecr.eu-central-1.amazonaws.com
+      - setup-ecr
+      - run:
+          name: Build Docker containers and push to ECR
+          working_directory: ./training_pipeline
+          command: |
+            ./images/build_and_push_all.sh
+  setup-ecr:
+    description: Setup docker for ECR
+    steps:
+      - run: eval $(aws ecr get-login --region eu-central-1 --no-include-email)
+