Test deploying python pandas & fbprophet based service on AWS Lambda using Zappa & Serverless frameworks
Deploy to serverless
docker run -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID -e AWS_DEFAULT_REGION=eu-west-1 -v $(pwd)/serverless:/var/task <your image name> bash -c "npm install serverless-python-requirements && cat requirements.txt | xargs -n 1 -L 1 pip install -I && serverless deploy && rm -r node_modules && rm package*.json"
Examples for configuring a security policy for Serverless
Deploy to zappa (see https://blog.zappa.io/posts/simplified-aws-lambda-deployments-with-docker-and-zappa)
docker run -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID -e AWS_DEFAULT_REGION=eu-west-1 -v $(pwd)/zappa:/var/task <your image name> bash -c "source /var/env/bin/activate && cat requirements.txt | xargs -n 1 -L 1 pip install -I && zappa update dev"