> For the complete documentation index, see [llms.txt](https://docs.seldon.ai/seldon-enterprise-platform/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.seldon.ai/seldon-enterprise-platform/release-notes/previous-release-notes.md). # Before 2.4 ### Seldon Enterprise Platform 2.3.1 25 July 2024 #### What’s new **Bug Fixes** * Fix for usernames with non-printable ASCII characters(such as é, ó, ã) causing several gRPC endpoints to fail when extracting the username from the JWT token. * Fix for inability to add tag or metric keys more than one character at a time when registering a new model or modifying an existing one in the Model Catalog page. **Features** * Introduced a new environment variable `BATCHJOBS_PROCESSOR_V2_IMAGE_SECRET` that lets users specify a K8s `Secret` name for the Batch Job Core V2 processor Docker image in case it is located in a private registry. ### Seldon Enterprise Platform 2.3.0 10 July 2024 #### What’s new **Usability & User Interface** * Added infinite scroll for the model catalog * Improved error handling and informational messages for the model catalog **Other Improvements** * Improved Audit logs page layout * Improved table layout in Usage and Explainer pages * Improved selects, date and time pickers, notifications, buttons and other UI elements * Improved UI dependencies through upgrades or removals #### Bug Fixes * Fix for multiple CVEs in downstream dependencies * Fix for Prometheus client for checkUsage is not configured with skipVerify properly * Fix for incorrect validation of URI and Version fields in the Model Clone dialog * Fix for the missing Prediction schema validation message in the Register Model dialog * Fix for showing incorrect data inside the Sidebar panel on a pipeline component click * Fix for broken redirection on IAM menu item click * Fix for inability to submit new bucket Generic RClone secret form * Fix for preventing the multiple files upload in the Predict form * Fix for missing memory configuration not being used during explainer creation * Fix for rendering issue when request instance or output is a high-dimensional tabular data * Fix for model fields not being trimmed during model registering ### Seldon Enterprise Platform 2.2.1 14 March 2024 #### Bug fixes * Fix for skipVerifyHttpCalls setting not disabling certificate verification for license usage checker ### Seldon Enterprise Platform 2.2.0 29 February 2024 #### Breaking Changes * Removed the Theme Customization feature and will no longer be reflected in the UI * Updated response status codes in detector, distributions, drift metrics, load-test, monitoring, outlier metrics, pipelines, inference requests, model and requests APIs * Changed the backend API to return 400 Bad Request for non-decodable payloads * Limited the model project length to 50 characters in the deployment wizard #### What’s new **Rebrand** * Rebranded Seldon Deploy to Seldon Enterprise Platform **Features** * Allowed Seldon Enterprise Platform to operate in multi-namespace mode without cluster-wide RBAC * Introduced a shared bulk indexer in Metronome, increasing the write speed of request logging and reducing the memory footprint(requires ES) * Added and exposed a setting in Metronome for controlling the max interval for flushing inference requests * Increased the default ClientGo rate limits and provided config options for tuning the request load to the K9s api-server * Enabled batch inference with multiple files * Allowed CPU and Memory requirements to be specified for Batch Jobs * Introduced a configuration for setting the max number of logs in Metronome * Introduced programmatic retrieval in bulk of inference logs and exposed a configuration for setting the max number of payloads per request * Allowed specifying Model URIs for deployments using custom MLServer runtimes and make it optional for HuggingFace ones * Added a separate claim key to be read as user identity for configurable service accounts **Usability & User Interface** * Added an Availability status breakdown for Seldon Deployments(SCv1) and Pipelines(SCv2) * Changed default monitoring window from 1 week to 1 hour in the Monitor page * Added units for the load test parameters * Open Inference Protocol Template rendering in Seldon Enterprise Platform * Improved layout of drift detector configuration for small screens * Inference response status is color-coded according to its return code (2XX, 4XX or 5XX) * Support filtering of models that use Core 2 in the Requests dashboard * Improved chart labels, tooltips, filters, responsiveness and other UI elements * Introduced default values for explainer hyperparameters * Enabled computation of explainers from the Predict page for Seldon Deployments(SCv1) * Show secrets management dropdown for models using custom MLServer runtimes **Authentication and Authorization** * Only authorized users can create models in the default project * Added new message type for unauthorized actions to disambiguate them from processing failures **Other Improvements** * Improved and surfaced many more descriptive error messages and notifications * Improved performance when reading raw batch inference logs payloads * Improved visibility of Batch Jobs and Reference Jobs statuses * Improved frontend validation on deployment, canary and shadow wizards * Improved explanation for the SHAP hyperparameter setup * Improved backend validation of empty JSON for inference requests payloads * Improved the responsiveness of the side panel * Set the needed GPUs to 0 in the deployment wizard by default * Make security context values optional for batch jobs * Clean up remaining KNative resources after deleting a deployment * Clean up a pipeline(SCv2) with no models #### Bug Fixes * Fix for multiple CVEs in downstream dependencies * Fix for incorrectly disabling the Next button in deployment wizard when defining setting more than 1 minimum replica * Fix for incorrectly logging out a user when creating models in projects they don't have access to * Fix for incorrectly returning duplicated model URIs in the list runtime metadata endpoint * Fix for incorrectly showing dirty GitStatus in About page * Fix for an incorrect positioning of the live requests chart * Fix for an incorrect reference data job status * Fix for a rendering problem of canary and shadow deployments' wizards * Fix for a rendering problem when a detector’s metadata was selected * Fix for ensuring the deployment dashboard can show “Unavailable” status * Fix for preventing the Next button to be active in deployment wizard when a deployment name is invalid * Fix for a broken preview toggle when deleting a deployment * Fix for showing only part of the error message of model failures * Fix for showing an incorrect Seldon Core icon in the Resources page * Fix for the Explain button of an inference response incorrectly becoming disabled for Pipelines(SCv2) * Fix for an incidental crash of the Resources page when viewing a failed Seldon Deployment(SCv1) * Fix for a non-updating Dashboard monitor widget * Fix for a duplicated main model data for canaries in the Dashboard page * Fix for a missing environment secret variable not being added to deployments ### Seldon Enterprise Platform 2.1.1 16 June 2023 #### Bug fixes * Fix for detector status not being displayed in the UI ### Seldon Enterprise Platform 2.1.0 9 June 2023 #### Breaking Changes * SDK API usage for SCv1 GitOps rollback endpoint changed from GET to POST #### What’s New * Use of Istio is now optional * Support for multiple service mesh implementations * Reference install process updated for different profiles * Product tier system * Product now supports Advanced and Teams tiers * SHAP Explanations support for both SCv1 and SCv2 runtimes * Secrets management for SCv2 resources * Support for custom (Python) models for SCv2 runtime * Healthcheck dashboard for installed dependencies * TLS and SASL support for Kafka in SCv2 and Metronome * GitOps support updated for SCv2 resources * Additional support for configuring image-pull-secrets for custom images * Request dashboard pagination improvements * PKCE support for OAuth2 auth code flow * Metadata side panel for advanced monitoring components * Improved configuration for SCv1 batch jobs workflow * Improved Anchor explanations dashboard * Label-based authz is disabled when OPA is enabled #### Bug fixes * Fix for UI receiving events not using OPA policies * Fix for model catalogue endpoints not using OPA policies * Fix for loadtest bug with v2 protocol payload * Fix for loadtest not being able to upload a file from SDK * Fix for Batch Requests for SCv2 pipelines not accessible from Deployment Dashboard * Fix for SCv1 explainer projects not synced to model catalogue * Fix for explainer project annotations not removed from SDeps on explainer deletion * Fix for SCv1 Batch Jobs not supporting feedback method * Fix for deployment memory & CPU usage Prometheus recording rules; requires update of existing Prometheus recording rules * Fix for secret creation modal dialog not resetting on close * Fix for explainer model status and pipeline status not showing properly * Fix for predict endpoint requiring more permissions than it needed ### Seldon Enterprise Platform 2.0.2 15 February 2023 #### Bug fixes * Fix for no access to Core v1 deployments when user does not have access to all projects in a namespace. * Fix for not checking access to existing resources when updating Core v1 deployments. * Fix for being able to update Core v1 deployments with only read access to relevant projects. * Fix for being able to view model metadata with only write access to relevant projects. * Fix for authorization policies with project globbing not applying to the model catalogue. * Fix for model metadata not being displayed in deployment dashboards for Core v1 custom runtimes. * Fix for Core v2 models sometimes displaying the wrong metadata in the deployment dashboard when the same storage URI appears in multiple projects. ### Seldon Enterprise Platform 2.0.1 30 January 2023 #### What’s New * Memory resource allocation for explainers * Memory limits for Core v2 monitoring components * Endpoints for Core v2 experiments and models to show git logs and git diffs * Core v2 pipeline traffic percentages visible in UI * GitOps support for git protocol multi-ACKs, required for providers like Azure DevOps * Allow adding explainers and detectors to projects * Improve coverage of resources in the reference config #### Bug fixes * Fix for loadtest jobs not deleting * Fix for rendering issues on Drift Detection dashboard * Fix for missing deployment information on Batch Jobs screen * Fix for incorrectly handling long deployment names in overview * Fix for alerts not rendering the list correctly * Fix for Core v2 explainer statuses not being up to date * Fix for crashing navigation from Requests to Model Catalog * Fix for not being able to run explanations on batch requests * Fix for Anchor image explainers not becoming ready on SCv2 * Fix for not handling invalid JSON in Predict page * Fix for not allowing node/predictor filter selections to be cleared * Fix for server continuing startup without an OIDC provider available when application authentication is enabled * Fix for Core v2 Text Data explanations not working * Fix for feature names not appearing on explanation screen for Core v2 ### Seldon Enterprise Platform 2.0.0 30 November 2022 #### Breaking Changes * KFServing runtime support removed * Only affects the use of inference services which are no longer supported #### What’s New * Seldon Core v2 runtime support added * Additional features extending all current functionality * Multi-model serving * Model over commit * Updated and improved UI * Usage monitoring updated * Based on Max model count * Model catalogue updated for * Drift detectors * Outlier detectors * Metric servers ### Seldon Enterprise Platform 1.6.1 18 January 2023 #### What’s New * Option to specify reference data forwarder image in the Helm charts * GitOps support for git protocol multi-ACKs, required for providers like Azure DevOps #### Bug fixes * Fix for disabling runtime metadata in the Helm charts * Fix for UI when displaying and syncing deployment state for GitOps managed deployments * For for server continuing startup without keycloak when there is an OIDC authentication error ### Seldon Enterprise Platform 1.6.0 16 August 2022 #### What’s New * UI theme and dashboard update * Model based usage tracking * Model catalog updated with explainer artifacts * Structured logging for Enterprise Platform server * Groups and Users can be configured from within Enterprise Platform, when using Keycloak * Huggingface runtime support * Feature level drift detection and highlighted insights * Explanations dashboard improvements * Request logging performance improvements with bulk updates * Experimental Kafka support for payload logging #### Bug fixes * Fix for explanations not being reproducible * Fix for incorrect payload logs from models with overlapping names in same namespace * Fix for incorrect default anchor threshold in explanations UI * Fix for UI temporarily showing created deployments in wrong namespace * Fix for UI not allowing the removal of filters on feature distributions view ### Seldon Enterprise Platform 1.5.1 16 May 2022 #### Bug fixes * Fix for a UI regression bug affecting imagePullSecrets ### Seldon Enterprise Platform 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](/seldon-enterprise-platform/upgrading/deploy-1.5.0.md#secrets-management) * Default MinIO secret name has changed, [see upgrading](/seldon-enterprise-platform/upgrading/deploy-1.5.0.md#secrets-management) * 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](/seldon-enterprise-platform/upgrading/deploy-1.5.0.md#monitoring---feature-distributions) #### 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 Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform SDK ### Seldon Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform SDK #### Bug fixes * Fix for Request Logger auth problem * Fix for Detector (Outlier, Drift, Metrics) Trigger filtering issue ### Seldon Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 1.2.1 3 June 2021 #### Bug fixes * Fix for higher than expected CPU load when Model Catalog is enabled. ### Seldon Enterprise Platform 1.2.0 26 April 2021 #### Breaking Changes * Moving detectors to user namespace (see upgrading) #### What’s New * Model metadata store and catalog * Seldon Enterprise Platform 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 Enterprise Platform 1.1.2 17 March 2021 #### Bug fixes * Fix for outlier, drift and metrics server artefacts not being accessible from private buckets. ### Seldon Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 0.9.0 6 November 2020 #### Breaking Changes * Seldon Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 0.6.2 24 June 2020 #### Bug fixes * App level auth redirect issue ### Seldon Enterprise Platform 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 Enterprise Platform 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 Enterprise Platform 0.5.2 17 March 2020 #### Bug fixes * Browser timezone fix