are there any examples of how to use metaflow to s...
# ask-metafloww
wooden-dusk-90720
07/19/2023, 11:27 PMare there any examples of how to use metaflow to setup a CI/CD pipeline with multiple stages like alpha/beta/prod and integ tests etc?
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a
ancient-application-36103
07/19/2023, 11:32 PMthis might be handy - https://outerbounds.com/blog/five-ways-to-use-the-new-metaflow-tags/#tags-in-cicd
w
wooden-dusk-90720
07/19/2023, 11:39 PMmm.. I think these tags would be useful if I already had a CI/CD pipeline in place? I'm looking more for best practices / guidance around how to setup a CI/CD pipeline to deploy my models (right now I'm deploying into prod manually)
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flaky-plumber-70709
07/20/2023, 12:57 AMnot sure about best practice but have been experimenting with code pipeline thats managed by cdk. Basically it just runs unit tests -> executes the flow -> manual approval step -> tags production
flaky-plumber-70709
07/20/2023, 1:01 AMgoing to do some fancier things down the road at the execution step with checking the outputs but right now it's just up to the data scientist to promote it w the approval
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