├── PART I ├── .datafy │ └── project.yaml ├── Dockerfile ├── README.md ├── dags │ └── dag.py ├── data │ ├── test.csv │ └── train.csv ├── notebooks │ └── titanic.ipynb ├── requirements.txt ├── resources │ └── iam.tf ├── setup.py ├── src │ ├── __init__.py │ ├── main.py │ └── predictor.py ├── streaming.yaml └── tests │ ├── __init__.py │ ├── test_main.py │ └── test_predictor.py ├── PART II ├── README.md └── infrastructure │ ├── .terraform.lock.hcl │ ├── .terraform │ ├── providers │ │ └── registry.terraform.io │ │ │ └── hashicorp │ │ │ └── aws │ │ │ └── 3.64.1 │ │ │ └── darwin_amd64 │ └── terraform.tfstate │ ├── bootstrap │ ├── .terraform.lock.hcl │ ├── .terraform │ │ └── providers │ │ │ └── registry.terraform.io │ │ │ └── hashicorp │ │ │ └── aws │ │ │ └── 3.64.1 │ │ │ └── darwin_amd64 │ ├── bootstrap.tf │ ├── terraform.tfstate │ └── versions.tf │ ├── ecr.tf │ ├── ecs-iam-execution.tf │ ├── ecs-iam-task.tf │ ├── ecs.tf │ ├── provider.tf │ ├── s3.tf │ ├── tf-state.tf │ └── versions.tf ├── PART III ├── .datafy │ └── project.yaml ├── .dockerignore ├── Dockerfile ├── README.md ├── __init__.py ├── dag_mwaa │ └── dag.py ├── dags │ └── dag.py ├── data │ ├── test.csv │ ├── test_features.csv │ └── train.csv ├── infrastructure │ ├── .terraform.lock.hcl │ ├── airflow.tf │ ├── ecr.tf │ ├── ecs-iam-execution.tf │ ├── ecs-iam-task.tf │ ├── ecs.tf │ ├── iam.tf │ ├── network.tf │ ├── outputs.tf │ ├── provider.tf │ ├── s3.tf │ ├── tf-state.tf │ └── versions.tf ├── notebooks │ └── titanic.ipynb ├── requirements.txt ├── resources │ └── iam.tf ├── setup.py ├── src │ └── titanicpredictor │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── config.cpython-39.pyc │ │ └── datalake.cpython-39.pyc │ │ ├── config.py │ │ ├── datalake.py │ │ ├── jobs │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── clean.cpython-39.pyc │ │ │ ├── ingest.cpython-39.pyc │ │ │ ├── predict.cpython-39.pyc │ │ │ └── train.cpython-39.pyc │ │ ├── clean.py │ │ 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