.
├── data
│ ├── exercise_26_test.csv # Test data
│ └── exercise_26_train.csv # Train data
├── models # Saved pickle models
│ ├── imputer.pkl # Imputer fitted with train data
│ ├── logit.pkl # Classsification model
│ ├── mld_metadata.json # Top ranking features
│ └── std_scaler.pkl # Standard scaler
├── tests # Unit tests and test data
│ ├── data
│ │ ├── data.json # Data samples
│ │ └── schema.json # JSON schema
│ ├── functional
│ │ └── test_service.py # Unit test for ML service app
│ ├── unit
│ │ └── test_model.py # Unit test for MODELApi library
│ └── conftest.py # Pytest fixtures
├── config.py # Configuration file
├── Dockerfile # Dockerfile to build docker container
├── model.py # MODELApi library to build ML model
├── requirements.txt # Package requirements
├── run_api.sh # Build and run docker instance
├── service.py # Flask api app
└── utils.py # Helper fucntions