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The teamThe teamThe team
Kubeflow pipeline
azure-databricks-operator
Kubernetes cluster
Azure Databricks
Run
Pod starts at 16:30
16:20 16:30 16:40
Cron job to start at 16:30 – have available nodes in cluster
Pod starts at 16:35
16:20 16:30 16:40
Cron job to start at 16:30 – wait for node scaling
Node scaling
Pod starts at 16:30
16:20 16:30 16:40
Cron job to start at 16:25 – wait for node scaling
Node scaling
Pod starts at 16:28
16:20 16:30 16:40
Cron job to start at 16:25 – wait for node scaling
Node scaling
Pod starts at 16:30Init container waits
16:20 16:30 16:40
Cron job to start at 16:20 – wait for node scaling and block with init container
Node scaling
The Reconcile loop
Custom Resource Definition (CRD) ‘Thing’
https://en.wikipedia.org/wiki/
Corrugated_box_design
Operator
Don’t block the reconciler
https://www.flickr.com/photos/40119308@N05/7611666272/
Multiple parallel reconcilers
https://www.flickr.com/photos/sharif/2423144088/
Configuring…
Metrics
https://www.flickr.com/photos/smemon/14618772953/
Use events
Retry back-offs
Interacting with the world
https://www.flickr.com/photos/beeveephoto/33630895864/
Open Policy Agent
Kubeflow pipeline
azure-databricks-operator
Kubernetes cluster
Azure Databricks
Run
Validate cluster spec based on namespace
Inject cost centre tags by namespace
https://www.flickr.com/photos/jakubsteiner/2717493657/

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