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DagsHub Integration with Jenkins - Automate ML Workflows | Build and execute custom CI/CD pipelines with Jenkins to automate ML workflows in your DagsHub repository |
Jenkins is the most popular and mature open source tool for CI/CD and automation, and it's also usable for automating Data Science and Machine Learning workflows.
DagsHub has an official Jenkins plugin that you can use to automatically scan your DagsHub repos, and execute custom pipelines on each:
Just go to your Jenkins' plugin management UI, and search for DagsHub. The plugin should be listed as "Available", and you can just install it.
To use it:
https://dagshub.com/username/reponame
(DagsHub)
for your convenience.The DagsHub plugin currently doesn't automatically install any webhook on the repo for you. This means new builds won't run after pushing branches etc. until you manually trigger a branch scan in the Jenkins project.
To solve this, you can:
https://YOUR-JENKINS-SERVER/multibranch-webhook-trigger/invoke?token=[YOUR-TRIGGER-TOKEN]
,
replace the server address and trigger token.If you're looking for examples on how to create ML automations with Jenkins, check out this article series written by one of our community members:
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Are you sure you want to delete this access key?
Are you sure you want to delete this access key?