GitOps and TensorFlow with Weave & Kubernetes

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™

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10. – how do we 2. explore

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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
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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