Comments (7)
cfregly
commented on May 18, 2024
Notes on Flow:
github new code or new model commit
-> triggers Docker image rebuild
-> triggers Docker image push to DockerHub
-> triggers push of canary to new server group
-> automatic canary analysis compares both system metrics AND model performance
kinda related: https://www.infoq.com/articles/scaling-docker-with-kubernetes
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cfregly
commented on May 18, 2024
we need to make sure we're not too dependent on github.com due to lack of high availability and disaster recovery.
Stash is what Netflix uses to work around this. may be something to look into.
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cfregly
commented on May 18, 2024
Related to https://cloud.google.com/solutions/automated-build-images-with-jenkins-kubernetes
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cfregly
commented on May 18, 2024
Use Jenkins "fingerprint" docker traceability plugin to know which github build traces back to docker container
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cfregly
commented on May 18, 2024
related to #71
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cfregly
commented on May 18, 2024
https://github.com/spinnaker/spinnaker/tree/master/experimental/kubernetes
http://www.spinnaker.io/blog/deploy-to-kubernetes-using-spinnaker
https://github.com/spinnaker/spinnaker/wiki/Kubernetes-Implementation
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cfregly
commented on May 18, 2024
using airflow + kubernetes for now. possibly fabric8.
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