rxvision_structure.yaml

RxVision:
  infrastructure:
    files:
      - eks.tf
      - gke.tf
      - s3_minio.tf
      - rds_postgres.tf
      - networking.tf
      - outputs.tf
      - variables.tf
      - main.tf
      - terraform.tfvars
      - backend.tf
  kubernetes:
    namespaces:
      files:
        - training.yaml
        - inference.yaml
        - monitoring.yaml
    helm:
      mlflow: {}
      postgres: {}
      minio: {}
      prometheus-grafana: {}
    deployments:
      files:
        - kserve.yaml
        - kubeflow-pipeline.yaml
        - fastapi-inference.yaml
  src:
    training:
      files:
        - pipeline.py
        - data_preprocessing.py
        - model_training.py
        - model_evaluation.py
        - requirements.txt
    inference:
      files:
        - api.py
        - model_loader.py
        - inference.py
  notebooks: {}
  tests:
    files:
      - test_training.py
      - test_inference.py
  ci-cd:
    github-actions:
      files:
        - train-model.yml
        - deploy-inference.yml
        - terraform-apply.yml
  configs:
    files:
      - dev.yaml
      - prod.yaml
  files:
    - README.md
    - Dockerfile
    - .gitignore
    - Makefile