├── .deepsource.toml ├── .gitignore ├── LICENSE ├── Production_Architecture.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt └── top_level.txt ├── README.md ├── app_logging ├── __init__.py └── logging.py ├── aws_feature_store ├── __init__.py └── feature_store.py ├── aws_model_registry ├── __init__.py └── model_registry.py ├── config.yaml ├── data_preprocessing_service ├── __init__.py ├── inference_loader.py └── preprocessing.py ├── email_notification_service ├── __init__.py └── email_service.py ├── exception ├── __init__.py └── exception.py ├── initial_setup.sh ├── jenkin-jobs-script ├── jenkins ├── monitoring ├── __init__.py └── prometheus.py ├── requirements.txt ├── setup.py ├── src ├── __init__.py ├── api_test.py ├── endpoint.py ├── test.py └── train.py ├── update_endpoint.sh └── utils ├── __init__.py └── utils.py /.deepsource.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/.deepsource.toml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | env 2 | .idea 3 | __pycache__ -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/LICENSE -------------------------------------------------------------------------------- /Production_Architecture.egg-info/PKG-INFO: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/Production_Architecture.egg-info/PKG-INFO -------------------------------------------------------------------------------- /Production_Architecture.egg-info/SOURCES.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/Production_Architecture.egg-info/SOURCES.txt -------------------------------------------------------------------------------- /Production_Architecture.egg-info/dependency_links.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Production_Architecture.egg-info/top_level.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/Production_Architecture.egg-info/top_level.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/README.md -------------------------------------------------------------------------------- /app_logging/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /app_logging/logging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/app_logging/logging.py -------------------------------------------------------------------------------- /aws_feature_store/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /aws_feature_store/feature_store.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/aws_feature_store/feature_store.py -------------------------------------------------------------------------------- /aws_model_registry/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /aws_model_registry/model_registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/aws_model_registry/model_registry.py -------------------------------------------------------------------------------- /config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/config.yaml -------------------------------------------------------------------------------- /data_preprocessing_service/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data_preprocessing_service/inference_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/data_preprocessing_service/inference_loader.py -------------------------------------------------------------------------------- /data_preprocessing_service/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/data_preprocessing_service/preprocessing.py -------------------------------------------------------------------------------- /email_notification_service/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /email_notification_service/email_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/email_notification_service/email_service.py -------------------------------------------------------------------------------- /exception/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /exception/exception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/exception/exception.py -------------------------------------------------------------------------------- /initial_setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/initial_setup.sh -------------------------------------------------------------------------------- /jenkin-jobs-script: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/jenkin-jobs-script -------------------------------------------------------------------------------- /jenkins: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/jenkins -------------------------------------------------------------------------------- /monitoring/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /monitoring/prometheus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/monitoring/prometheus.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/setup.py -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/api_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/src/api_test.py -------------------------------------------------------------------------------- /src/endpoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/src/endpoint.py -------------------------------------------------------------------------------- /src/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/src/test.py -------------------------------------------------------------------------------- /src/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/src/train.py -------------------------------------------------------------------------------- /update_endpoint.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/bash 2 | python main/endpoint.py 3 | -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ketangangal/ML-Production-Architecture/HEAD/utils/utils.py --------------------------------------------------------------------------------