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Add note on storageInitializerImage to release-1.7.0 highlights #3086

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Mar 24, 2021
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Add note on storageInitializerImage to release-1.7.0 highlights #3086

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20 changes: 20 additions & 0 deletions doc/source/reference/release-1.7.0.md
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Expand Up @@ -55,6 +55,26 @@ In this release we have added an extension to the Multi-Armed Bandit Thomson Sam

You can try the distributed Thomson Sampling multiarmed bandit example in the [MAB case study notebook](https://github.com/SeldonIO/seldon-core/blob/master/components/routers/case_study/credit_card_default.ipynb).

## Storage Initializer Customisation on Seldon Deployment

With version 1.7.0 it is now possible to specify image used for the Storage Initializers used with Pre-Packaged Model servers on each Seldon Deployment CR.
```yaml
apiVersion: machinelearning.seldon.io/v1
kind: SeldonDeployment
metadata:
name: custom-sklearn
spec:
predictors:
- name: default
replicas: 1
graph:
name: classifier
implementation: SKLEARN_SERVER
modelUri: mys3:sklearn/iris
storageInitializerImage: gcr.io/kfserving/storage-initializer:v0.4.0 # Specify custom image here
envSecretRefName: seldon-init-container-secret # Specify custom secret here
```

## Security Vulnerability Patches

We have updated our base Python images to address CVEs identified, which aligns to the Seldon Core policy. This further strengthens the security of Seldon Core by ensuring that not only the dependencies are updated to address vulnerabilities, but now the containers have been scanned to identify other vulnerabilities.
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