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aslotte / MLOps.NET

A machine learning model operations and management tool for ML.NET
https://www.nuget.org/packages/MLOps.NET
MIT License
79 stars 30 forks source link

Add CI/CD pipeline for NuGet packaging and deployment #42

Closed aslotte closed 4 years ago

aslotte commented 4 years ago

Background

We need to automate the build and deployment of our nuget packages. Each package needs to have a consistent build number.

We should probably run the dotnet pack command with versioning after each CI build (we can have different versions for PR builds vs master builds).

The deployment to nuget.org should most likely be a separate workflow file as it should be manually triggered once we have a release.

aslotte commented 4 years ago

This article may be a good starting point: https://cloudblogs.microsoft.com/industry-blog/en-gb/technetuk/2019/06/18/perfecting-continuous-delivery-of-nuget-packages-for-azure-artifacts/

aslotte commented 4 years ago

This is also a good one: https://intellitect.com/azure-devops-nugets/

aslotte commented 4 years ago

It may make sense that our local PR builds push to GitHub Packages and our release builds goes to nuget.org