AWS CodeArtifact allows developers to connect internal code repositories to upstream code repositories like Pypi, Maven, or NPM. AWS CodeArtifact is a powerful addition to CI/CD workflows on AWS, but it is similarly effective for code-bases hosted on a Jupyter notebook. This is a common development paradigm for Machine Learning developers that build and train ML models regularly.
In this post, we demonstrate how to securely connect to AWS CodeArtifact from an Internet-disabled SageMaker Notebook Instance. This post is for network and security architects that support decentralized data science teams on AWS.
In another post, we discussed how to create an Internet-disabled notebook in a private subnet of an Amazon VPC while maintaining connectivity to AWS services via AWS Private Link endpoints. The examples in this post will connect an Internet-disabled notebook instance to AWS CodeArtifact and download open-source code packages without needing to traverse the public internet.
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