Containerization

Package and environment management is necessary but insufficient to ensure reproducible projects. Environments run on operating systems, which run on real or virtual machines. Containerization is a technology developed to support reproducibility and virtualization (at scale) of operating systems. The leading tools for containerization of Python (or, really, any development) projects are Docker and Kubernetes.

Docker

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Kubernetes

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Azure Container Instances

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Helm

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