GitOps and TensorFlow with Weave & Kubernetes

I've presented this deck at TensorFlow London

Transcript

1. @errordeveloper Time Traveling in the Universe of Microservices and Orchestration
2. outline: – motivation – our story – tutorial
3. – motivation what do we do?
4. – motivation why do I care?
5. – how we do it
6. – how do we 1. deploy
7. * Running tests √ Tests OK * Building container image # docker build -t $APP:$REV # docker push $APP:$REV * Deploying to Kubernetes # kubectl set image deployment/$APP $APP=$APP:$REV * Build finished √
8. YourCI™
10. – how do we 2. explore
15. Now with Time Travel! (WARNING: live demo)
16. – how do we 3. monitor
17. # kubectl get pods -n monitoring -l name=prom NAME READY STATUS RESTARTS AGE prom-4axc9 1/1 Running 3 109d # kubectl get cm -n monitoring prom-config \ -o yaml | wc -l 885
20. https://github.com/errordeveloper/seldon-gitops live demo: GitOps and TensorFlow with Weave & K8s!
21. cloud.weave.works
22. ilya@weave.works slack.weave.works
23. meetup.com/pro/Weave