Model/.github/workflows/deploy_sap_model_lambda.yml
2023-09-01 18:23:17 +01:00

80 lines
2.8 KiB
YAML

name: Sap Model Deploy
on:
push:
branches: [ dev, prod ]
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.10.12
- name: Install Serverless and plugins
run: |
npm install -g serverless
npm install -g serverless-domain-manager
- name: AWS credentials for dev
if: github.ref == 'refs/heads/dev'
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.DEV_AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.DEV_AWS_SECRET_ACCESS_KEY }}
aws-region: eu-west-2
- name: AWS credentials for prod
if: github.ref == 'refs/heads/prod'
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.PROD_AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.PROD_AWS_SECRET_ACCESS_KEY }}
aws-region: eu-west-2
- name: Set domain name
id: set_domain
run: echo "::set-output name=domain::${{ secrets[format('{0}_DOMAIN_NAME', github.ref_name)] }}"
- name: Set ECR credentials
id: set_ecr_credentials
run: |
echo "::set-output name=ecr_uri::${{ secrets[format('{0}_SAP_MODEL_ECR_URI', github.ref_name)] }}"
- name: Setup Docker
uses: docker/setup-buildx-action@v1
- name: Login to ECR
run: |
aws ecr get-login-password --region eu-west-2 | docker login --username AWS --password-stdin ${{ steps.set_ecr_credentials.outputs.ecr_uri }}
# Building and pushing Docker image with caching
- name: Build and push Docker image
uses: docker/build-push-action@v3
with:
context: ./model_data/simulation_system
file: ./model_data/simulation_system/Dockerfiles/Dockerfile.prediction.lambda
push: true
tags: ${{ steps.set_ecr_credentials.outputs.ecr_uri }}:${{ github.sha }}
cache-from: type=gha
cache-to: type=gha,mode=max
platform: linux/amd64
provenance: false
- name: Deploy to AWS Lambda via Serverless
env:
RUNTIME_ENVIRONMENT: ${{ github.ref_name }}
MODEL_DIRECTORY_BUCKET: 'retrofit-model-directory-${{ github.ref_name }}'
PREDICTIONS_BUCKET: 'retrofit-sap-predictions-${{ github.ref_name }}'
DOMAIN_NAME: ${{ steps.set_domain.outputs.domain }}
ECR_URI: ${{ steps.set_ecr_credentials.outputs.ecr_uri }}
GITHUB_SHA: ${{ github.sha }}
run: |
# Deploy to AWS Lambda via Serverless
sls deploy --config sapmodel.serverless.yml --stage ${{ github.ref_name }} --verbose