├── .all-contributorsrc ├── .github └── workflows │ ├── build-push.yaml │ ├── deploy_docker.yml │ ├── deploy_ssh.yml │ └── github-actions-demo.yml ├── .gitignore ├── 01-batch-serving(airflow) ├── README.md ├── airflow.cfg ├── assets │ └── images │ │ ├── airflow-webserver.png │ │ └── code-server.png ├── dags │ ├── 01-bash-operator.py │ ├── 02-python-operator.py │ ├── 03-python-operator-with-context.py │ ├── 04-python-operator-with-jinja.py │ ├── 05-python-operator-with-slack-noti.py │ ├── 06-simple_elt.py │ ├── hello_world.py │ └── utils │ │ ├── __init__.py │ │ └── slack_notifier.py ├── data │ ├── .gitignore │ ├── bike_data_20240101.csv │ ├── bike_data_20240102.csv │ ├── bike_data_20240103.csv │ ├── bike_data_20240104.csv │ └── bike_schema.json ├── docker-compose.yml ├── docker-readme.md └── requirements.txt ├── 02-online-serving(fastapi) ├── examples │ ├── 01_simple_webserver.py │ ├── 02_path_parameter.py │ ├── 03_query_parameter.py │ ├── 04_optional_parameter.py │ ├── 05_request_body.py │ ├── 06_response_body.py │ ├── 07_form.py │ ├── 08_file.py │ ├── 09_validation.py │ ├── 10_config.py │ ├── 11_lifespan.py │ ├── 12_api_router.py │ ├── 13_exception_handling.py │ ├── 14_background_tasks.py │ ├── 15_test_client.py │ ├── README.md │ ├── log.txt │ ├── login_form.html │ ├── poetry.lock │ └── pyproject.toml └── projects │ ├── starter_code │ ├── README.md │ ├── model.joblib │ ├── model.py │ └── requirements.txt │ └── web_single │ ├── .dockerignore │ ├── .gitignore │ ├── Dockerfile │ ├── README.md │ ├── __init__.py │ ├── api.py │ ├── config.py │ ├── database.py │ ├── dependencies.py │ ├── main.py │ ├── model.joblib │ ├── model.py │ ├── poetry.lock │ ├── pyproject.toml │ ├── requirements.txt │ └── schemas.py ├── 03-docker ├── .dockerignore ├── .gitignore ├── Dockerfile ├── README.md ├── docker-compose.yml ├── futher-readings.md ├── main.py ├── model_deploy │ ├── .github │ │ └── workflows │ │ │ └── build-push.yaml │ ├── Dockerfile │ ├── README.md │ ├── 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