Files

  • serve.sh and serve.py is the server running script
  • test_api.sh and client.py is the test client script
  • train.py contains the code related to model training and inference
  • model.pkl is the pretrained model
  • build_docker.sh rebuilds the docker image and push it to quay.io
  • docker_local_run.sh, kube_run.sh, argocd_run.sh runs the service using docker, kubernetes, and argocd respectively
  • deployment.yaml and service.yaml is the configuration for kubernetes