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Prepare Kubernetes Cluster

Install Seldon Core

  1. Instal Ambassador

Update documentation: https://www.getambassador.io/docs/edge-stack/3.3/tutorials/getting-started

  1. Install Seldon Core with Ambassador: https://docs.seldon.io/projects/seldon-core/en/latest/examples/seldon_core_setup.html

helm install seldon-core seldon-core-operator
--repo https://storage.googleapis.com/seldon-charts
--set usageMetrics.enabled=true
--set ambassador.enabled=true
--namespace seldon-system

  1. Install Seldon Core Analytics

https://docs.seldon.io/projects/seldon-core/en/latest/analytics/analytics.html#installation

helm upgrade --install seldon-monitoring kube-prometheus
--version 6.9.5
--set fullnameOverride=seldon-monitoring
--namespace seldon-monitoring
--repo https://charts.bitnami.com/bitnami

  1. Create Ambassador Listener: setup/*.yml
  2. Get Ambassador IP (Loadbalancer Service) and configure dsi DNS: mlproduction.dsiag.ch
  3. Create Graphana Ingress and configure dsi DNS: monitoring.mlproduction.dsiag.ch