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Below are the integrations that Seldon Deploy supports, together with the versions currently supported for each of the framework.
| Framework | Supported Versions | Integration level |
|---|---|---|
| Istio | 1.1.6 and above | Required |
| Elasticsearch | 6.x and above | Recommended |
| ArgoCD | 1.4.x and above | Recommended |
| Prometheus | 9.7 and above | Recommended |
| Fluentd (or equivalent ELK log collection) | 6.x and above | Optional |
| Dex (or equivalent OIDC provider - eg Keycloak) | 2.x and above | Optional |
| KFserving | 0.3 and above | Optional |
| Knative (Eventing, Serving & Monitoring) | 0.11 and above | Optional |
| Dependency | Version | Notes |
|---|---|---|
| Dockerhub | n/a | https://hub.docker.com/ Access needs to be granted explicitly by Seldon in order to access resources such as docker images. A dockerhub account is needed and its credentials will be needed to setup imagePullSecrets. |
| Kubernetes | 1.12 … 1.16 | Seldon Deploy requires Kubernetes version greater than or equal to 1.12 and less than or equal to 1.16. |
| Git Server | n/a | To use GitOps access an HTTPS access to git server is required. GitOps is optional, but suggested. |
| kubectl | within one minor version difference of your cluster | https://kubernetes.io/docs/tasks/tools/install-kubectl/ |
| helm | 3.0.0 or greater is required | https://helm.sh/docs/intro/install/ |
| Cloud Provider | Requirements | Notes |
|---|---|---|
| GKE | 2 x n1-standard-8 nodes | This is 16vCPUs and 60GB RAM. |
| AWS | 4 x t2.xlarge | This is to allow headroom to run models and because the full install includes kubeflow, knative, istio and the elastic and grafana-prometheus stacks. |
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