Pre GA versions
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Seldon Deploy 0.9.0 uses Knative 0.18.
For upgrading Seldon Deploy specifically
A license is required at app install/startup time. Contact Seldon for a license.
Seldon Core Analytics or Prometheus needs to be upgraded. Prometheus recording rules have been introduced. See Getting Started > Production Installation > Metrics Monitoring
If Seldon Core Analytics is used, upgrade with using seldon-deploy-install/prerequisites-setup/prometheus/seldon-core-analytics.sh
from the scripts extracted from
Upgrading Seldon Core Analytics will reset prometheus data.
The requestLogger.image
in the Helm values file is now docker.io/seldonio/seldon-request-logger:1.3.0-json
The requestLogger.trigger
in the Helm values now has apiVersion
"eventing.knative.dev/v1" and broker
"default".
The alibidetect.image
in the Helm values is now seldonio/alibi-detect-server:1.4.0
.
There is a new batchjobs
section in the Helm values.
In installations that have restricted external access (eg. air gapped), the following image will need to be downloaded:
docker.io/seldonio/seldon-request-logger:1.3.0-json
The sd-install script is now called sd-install-default. Or for a kubeflow install there's sd-install-kubeflow.
The helm values file now has a single gitops section. This involves the following changes.
The recommended way to configure git credentials is in a git secret, though a token parameter to the chart can still be used.
The sd-install-default script contains an example of this. It is:
The contents of the helm chart have also changed. In particular:
The istio virtual service no longer does path rewriting.
Permission is now required to watch argocd applications.
The liveness and readiness probes are now on /seldon-deploy/api/status
The Deploy helm chart now contains an option to install a request logger in the seldon-logs namespace. This is on by default. Previously loggers were per-namespace. To use a single request logger installed through the chart, ensure the seldon-logs namespace is labelled for knative-eventing and that seldon core is v1.2.1 and has executor.requestLogger.defaultEndpoint http://default-broker.seldon-logs. For KfServing, if using it, the default broker will for now continue to be in the current namespace unless set at the point of creating the model deployment.
The helm values file has seen some changes.
There’s now a request logger section for installing the request logger to a dedicated namespace, if desired.
The istioIngress section has been renamed ingressGateway
There are extra options in the Prometheus section for using a secured Prometheus (assumes not secure by default, as before).
There are extra options in the Elasticsearch section for using a secured Prometheus (assumes not secure by default, as before).
skipVerifyGit, gitwebhook, GITOPS_FORMAT and argocd config have all moved from github
to the new gitops
section in helm values file, see .
if your ArgoCD Application does not follow naming pattern seldon-gitops-${namespace}
, please, specify the ArgoCD application using namespace labels, see .