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Seldon Deploy Release Notes
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Versions
v1.5v1.4v1.3v1.2v0.3 - v1.1master
 * Seldon Deploy
 * About
 * Getting Started
 * Demos
 * Release Notes

Seldon Deploy
 * About
 * Release Notes Release Notes
   Contents
    * Release Notes
       * Seldon Deploy 1.5.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 1.4.1
          * Bug fixes
      
       * Seldon Deploy 1.4.0
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 1.3.0
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 1.2.1
          * Bug fixes
      
       * Seldon Deploy 1.2.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 1.1.2
          * Bug fixes
      
       * Seldon Deploy 1.1.0
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 1.0.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.9.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.8.2
          * Bug fixes
      
       * Seldon Deploy 0.8.1
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.8.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.7.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.6.2
          * Bug fixes
      
       * Seldon Deploy 0.6.1
          * Bug fixes
      
       * Seldon Deploy 0.6.0
          * Breaking Changes
          * What’s New
          * Bug fixes
      
       * Seldon Deploy 0.5.2
          * Bug fixes

 * Getting Started
 * Product Tour
 * Demos
 * Architecture
 * Operations
 * Upgrading
 * Help and Support

Contents
 * Release Notes
    * Seldon Deploy 1.5.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 1.4.1
       * Bug fixes
   
    * Seldon Deploy 1.4.0
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 1.3.0
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 1.2.1
       * Bug fixes
   
    * Seldon Deploy 1.2.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 1.1.2
       * Bug fixes
   
    * Seldon Deploy 1.1.0
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 1.0.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.9.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.8.2
       * Bug fixes
   
    * Seldon Deploy 0.8.1
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.8.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.7.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.6.2
       * Bug fixes
   
    * Seldon Deploy 0.6.1
       * Bug fixes
   
    * Seldon Deploy 0.6.0
       * Breaking Changes
       * What’s New
       * Bug fixes
   
    * Seldon Deploy 0.5.2
       * Bug fixes


RELEASE NOTES¶

> Seldon Deploy Release Notes


SELDON DEPLOY 1.5.0¶

25 March 2022


BREAKING CHANGES¶

 * Bucket secrets will NOT be usable from UI by default until they are labelled
   correctly, see upgrading

 * Default Minio secret name has changed, see upgrading

 * Use of Istio policies requires appropriate JWTs/policy setup

 * Support for KFServing now behind feature flag

 * For the feature distributions functionality the request logs will have to be
   re-indexed, see upgrading


WHAT’S NEW¶

 * Secrets for bucket access and private Docker registries can now be managed
   directly in Deploy

 * Various improvements around error reporting, including:
   
   * InitContainer logs are now accessible for both the deployment and explainer
     when a Seldon Core deployment is not in the “Ready” status
   
   * Correctly report the status of advanced monitoring components while they
     are still being created
   
   * Deployments that fail to initialise correctly will report “Failed” status
     rather than perpetual “Creating”

 * Node level logging for Seldon Graph components

 * Ansible install for Seldon Deploy for trial installations or as reference

 * Added reference configurations for production installations of Deploy

 * Automatic management of Istio policies for direct model access to Seldon Core
   deployments, continuously synchronised with Deploy’s authorization policies

 * Authentication of seldon-core requests

 * Improved outlier detection dashboard performance

 * Request payload display improved for categorical features

 * Added support for partial string matching in model metadata queries, using %
   operator

 * Make Elasticsearch logs index patterns configurable

 * Improved drift detection dashboard and metrics monitoring


BUG FIXES¶

 * Fix for model resource usage metrics not displaying correctly

 * Fix for explanation page crash upon zero anchor examples

 * Fix for drift detection chart having incorrect timestamp grid-lines

 * Fix for batch processing URI becoming malformed with duplicate “/” characters

 * Fix for returned namespaces list not being deterministic, now returned
   alphabetically


SELDON DEPLOY 1.4.1¶

11 November 2021


BUG FIXES¶

 * Fix for missing Detectors API parameters in swagger spec

 * Fix for missing Detectors API parameters in Seldon Deploy SDK


SELDON DEPLOY 1.4.0¶

18 October 2021


WHAT’S NEW¶

 * Alerting framework with ability to notify external providers
   (Pagerduty/Opsgenie/etc) of problems with Deploy/Models

 * API endpoints for managing OPA based policies

 * Feature distributions comparisons against reference data

 * Optional audit logging on every request to Seldon Deploy with configurable
   storage setup

 * Micro-batching functionality added to batch processor

 * Drift detection metrics storage and improved monitoring dashboard

 * Auth code flow added for authentication using Seldon Deploy SDK


BUG FIXES¶

 * Fix for Request Logger auth problem

 * Fix for Detector (Outlier, Drift, Metrics) Trigger filtering issue


SELDON DEPLOY 1.3.0¶

9 July 2021


WHAT’S NEW¶

 * Feature Distributions Monitoring

 * Policy Based Authorization (experimental)

 * Deploying Models from Model Catalog

 * Advanced query functionality for Model Metadata

 * Prediction Schema support for Model Metadata

 * Extended support for storage buckets using Rclone

 * KFServing V2 protocol based explanations

 * Env secret configuration for Seldon Deployments

 * Support for client credentials grant auth using Seldon Deploy SDK


BUG FIXES¶

 * Fix for resource monitoring charts being duplicated for transformers and
   model containers

 * Fix for invalid path when sending requests to MLServer deployments

 * Fix for 50/50 canary traffic split causing Promote/Remove buttons to
   disappear

 * Fix for long user group list causing overflow on About page


SELDON DEPLOY 1.2.1¶

3 June 2021


BUG FIXES¶

 * Fix for higher than expected CPU load when Model Catalog is enabled.


SELDON DEPLOY 1.2.0¶

26 April 2021


BREAKING CHANGES¶

 * Moving detectors to user namespace (see upgrading)


WHAT’S NEW¶

 * Model metadata store and catalog

 * Seldon Deploy server prometheus metrics

 * Secrets for detector components

 * Improved Gitops for kubernetes 1.18+

 * Improved Triton support in wizard

 * Oauth2 debugging documentation and testing tools


BUG FIXES¶

 * Fix for unexpected logout for group-restricted namespace

 * Fix for SeldonDeployment without componentSpecs section not accessible in UI


SELDON DEPLOY 1.1.2¶

17 March 2021


BUG FIXES¶

 * Fix for outlier, drift and metrics server artefacts not being accessible from
   private buckets.


SELDON DEPLOY 1.1.0¶

10 February 2021


WHAT’S NEW¶

 * Updated UI design

 * Added both parameters and environment vars in wizard

 * Added configurable runAsUser for detector components

 * Added basic auth Elasticsearch creds

 * Added active OpenAPI docs

 * Added ability for not having to use clusterwide access


BUG FIXES¶

 * Fix for using input/output transformers

 * Fix for needing ID Token Hint to the OIDC logout request


SELDON DEPLOY 1.0.0¶

27 November 2020


BREAKING CHANGES¶

 * Changes to the configuration (see upgrading)


WHAT’S NEW¶

 * Drift detection analytics

 * Batch inference processing

 * Image explanations for Alibi explainer

 * Seldon Core version 1.5.0 support

 * kfserving version 0.4.1 support

 * Kubeflow version 1.2 support

 * OAuth annotations to Swagger spec

 * Multitenancy support


BUG FIXES¶

 * Fix for metrics graph problems on Firefox


SELDON DEPLOY 0.9.0¶

6 November 2020


BREAKING CHANGES¶

 * Seldon Deploy now requires activation with a valid licence


WHAT’S NEW¶

 * Usage Monitoring for user deployments

 * Improved Outlier secrets handling

 * Support for new versions of Istio and Knative

 * Support for Seldon Core v1.4.0

 * Data science metrics monitoring

 * Improved outlier detection chart


BUG FIXES¶

 * Fix for not being able to filter predictor field for resource monitoring
   queries

 * Fix for KFServing crd validation failures

 * Fix for Prometheus disk storage issues


SELDON DEPLOY 0.8.2¶

23 October 2020


BUG FIXES¶

 * YAML file extension support for Gitops

 * jsonData requests to be displayed from the UI

 * Updating request logger image
   (docker.io/seldonio/seldon-request-logger:1.3.0-json)

 * Pod logs viewable for custom model containers


SELDON DEPLOY 0.8.1¶

28 September 2020


WHAT’S NEW¶

 * Added secure flag for auth cookies on the browser


BUG FIXES¶

 * Fixed incorrect CPU/Memory metrics for additional predictors

 * Supporting modified content-type headers behind reverse proxies


SELDON DEPLOY 0.8.0¶

8 September 2020


BREAKING CHANGES¶

 * The sd-install script is now called sd-install-default. Or for a kubeflow
   install there’s sd-install-kubeflow.

 * There are also helm chart values file changes. See upgrading section.


WHAT’S NEW¶

 * Option to use SSH for git credentials via secret (see upgrading)

 * New navigation sidebar

 * Adding resource parameter option for token exchange to support ADFS/azure
   auth

 * Adding resource_urn to auth code url

 * Expose req logger replicas

 * Adding theme customization for deploy UI (whitelabelling support)

 * Reorganising sd install scripts

 * Add mldeployments tag description to API spec

 * Adding auth check for websocket events

 * Adding logging to auth flow

 * Updating seldon-core dependency to v1.2.3

 * Updating swagger docs urls

 * Add optional loadbalancersourceranges to helm chart

 * Upgrading kfserving to v0.4.0 in default setup

 * Adding support for SSH Key Access for Gitops


BUG FIXES¶

 * Adding Fluentd labels to inferenceservice deployments for logs

 * Filtering websocket data in context and updating namespaces selection

 * Avoid user needing global git config


SELDON DEPLOY 0.7.0¶

7 July 2020


BREAKING CHANGES¶

 * There are some helm chart values file changes. See upgrading section.


WHAT’S NEW¶

 * Support for openshift.

 * Configurable request forms for installs with different cluster/ingress types
   (e.g. openshift).

 * Remove/change file functionality during payload upload.

 * Primary Request Logger in seldon-logs namespace.


BUG FIXES¶

 * Knative prometheus port conflict fixed.


SELDON DEPLOY 0.6.2¶

24 June 2020


BUG FIXES¶

 * App level auth redirect issue


SELDON DEPLOY 0.6.1¶

27 May 2020


BUG FIXES¶

 * Limit on auth cookie size

 * Support token-based Elasticsearch auth

 * Restructuring application paths and in-app navigation

 * Install fails if kubeflow user and password missing

 * Issue with env variables missing on canary promotion

 * Resources prometheus can be different from requests prometheus


SELDON DEPLOY 0.6.0¶

22 April 2020


BREAKING CHANGES¶

 * New request logging update

 * New gitops repository folder structure


WHAT’S NEW¶

 * Outlier Detection Configuration and Monitoring

 * App-level authentication with OIDC

 * Tensorflow protocol for Seldon deployments

 * MLFlow pre-packaged server in the deployment wizard

 * Kubernetes pods and logging

 * Displaying sync status for gitops namespaces

 * New requests and resources monitoring dashboard

 * Bitbucket support for gitops


BUG FIXES¶

 * Infinite loading if no valid labeled namespace was found

 * No deployments were displayed if at least one was faulty


SELDON DEPLOY 0.5.2¶

17 March 2020


BUG FIXES¶

 * Browser timezone fix

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