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chore(release): release 0.56.0
# [0.56.0](v0.55.0...v0.56.0) (2025-10-27) ### Bug Fixes * Add mode field to Transformation proto for proper serialization ([2390d2e](2390d2e)) * Date wise remote offline store historical data retrieval ([#5686](#5686)) ([949ba3d](949ba3d)) * Fix STRING type handling in on-demand feature views ([#5669](#5669)) ([dfbb743](dfbb743)) * Fixed torch install issue in CI ([366e5a8](366e5a8)) * ODFV not getting counted in resource count ([1d640b6](1d640b6)) * Skip tag updates if user do not have permissions ([#5673](#5673)) ([0a951ce](0a951ce)) ### Features * Add document of Go feature server. ([#5697](#5697)) ([cbd1dde](cbd1dde)) * Add flexible commandArgs support for complete Feast CLI control ([#5678](#5678)) ([6414924](6414924)) * Add HDFS as a feature registry ([#5655](#5655)) ([4c65872](4c65872)) * Add nodeSelector to service config ([#5675](#5675)) ([9728cde](9728cde)) * Add OTEL based observability to the Go Feature Server ([#5685](#5685)) ([f4afdad](f4afdad)) * Added health endpoint for the UI ([#5665](#5665)) ([3aec5d5](3aec5d5)) * Added kuberay support ([e0b698d](e0b698d)) * Added support for filtering multi-projects ([#5688](#5688)) ([eb0a86e](eb0a86e)) * Batch Embedding at scale for RAG with Ray ([cc2a46d](cc2a46d)) * Optimize SQL entity handling without creating temporary tables ([#5695](#5695)) ([aa2c838](aa2c838)) * Support aggregation in odfv ([#5666](#5666)) ([564e965](564e965)) * Support cache_mode for registries ([021e9ea](021e9ea))
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‎CHANGELOG.md‎

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# Changelog
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# [0.56.0](https://github.com/feast-dev/feast/compare/v0.55.0...v0.56.0) (2025-10-27)
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### Bug Fixes
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* Add mode field to Transformation proto for proper serialization ([2390d2e](https://github.com/feast-dev/feast/commit/2390d2ea654e299fc74f697212542b755f3b4938))
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* Date wise remote offline store historical data retrieval ([#5686](https://github.com/feast-dev/feast/issues/5686)) ([949ba3d](https://github.com/feast-dev/feast/commit/949ba3dae420f82f493018113d1fd6de9e130a56))
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* Fix STRING type handling in on-demand feature views ([#5669](https://github.com/feast-dev/feast/issues/5669)) ([dfbb743](https://github.com/feast-dev/feast/commit/dfbb7433f059e6f0d1d4ef6c0ef65b63dac1c1ff))
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* Fixed torch install issue in CI ([366e5a8](https://github.com/feast-dev/feast/commit/366e5a8c8f8093eda840b667849c6d2e45fa56bb))
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* ODFV not getting counted in resource count ([1d640b6](https://github.com/feast-dev/feast/commit/1d640b6c8136c47a78887e4490a5b7ae677b7c99))
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* Skip tag updates if user do not have permissions ([#5673](https://github.com/feast-dev/feast/issues/5673)) ([0a951ce](https://github.com/feast-dev/feast/commit/0a951ce8d7f9b31490fa279339eacd444d2d2434))
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### Features
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* Add document of Go feature server. ([#5697](https://github.com/feast-dev/feast/issues/5697)) ([cbd1dde](https://github.com/feast-dev/feast/commit/cbd1dde9a0a6e5a3ec7e3520b6613d3818bcd842))
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* Add flexible commandArgs support for complete Feast CLI control ([#5678](https://github.com/feast-dev/feast/issues/5678)) ([6414924](https://github.com/feast-dev/feast/commit/64149246c1925e9f3dcac60d9ab629225c232261))
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* Add HDFS as a feature registry ([#5655](https://github.com/feast-dev/feast/issues/5655)) ([4c65872](https://github.com/feast-dev/feast/commit/4c65872ee6cf7e14ed14c8a8a7e141126027e575))
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* Add nodeSelector to service config ([#5675](https://github.com/feast-dev/feast/issues/5675)) ([9728cde](https://github.com/feast-dev/feast/commit/9728cde4d3cf4d22a790d3a3af2eba705b7a56d3))
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* Add OTEL based observability to the Go Feature Server ([#5685](https://github.com/feast-dev/feast/issues/5685)) ([f4afdad](https://github.com/feast-dev/feast/commit/f4afdad27c7fe92e9778e29ad08e4b227a3c17a4))
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* Added health endpoint for the UI ([#5665](https://github.com/feast-dev/feast/issues/5665)) ([3aec5d5](https://github.com/feast-dev/feast/commit/3aec5d5fd24540d10f07e79c081c2658ca35678c))
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* Added kuberay support ([e0b698d](https://github.com/feast-dev/feast/commit/e0b698d7b8733c8177ca053bc89defb01ebeb538))
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* Added support for filtering multi-projects ([#5688](https://github.com/feast-dev/feast/issues/5688)) ([eb0a86e](https://github.com/feast-dev/feast/commit/eb0a86eb81defb5ccb2407a0d5f2b2425bcb61c1))
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* Batch Embedding at scale for RAG with Ray ([cc2a46d](https://github.com/feast-dev/feast/commit/cc2a46d54c413ed52a9bf568588dd06096592c1f))
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* Optimize SQL entity handling without creating temporary tables ([#5695](https://github.com/feast-dev/feast/issues/5695)) ([aa2c838](https://github.com/feast-dev/feast/commit/aa2c8386253181145c4f314187e0873b96b2be59))
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* Support aggregation in odfv ([#5666](https://github.com/feast-dev/feast/issues/5666)) ([564e965](https://github.com/feast-dev/feast/commit/564e9651dabea5458a77a8889920749cb1a6a5ed))
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* Support cache_mode for registries ([021e9ea](https://github.com/feast-dev/feast/commit/021e9ea759bfee0292c5f7c804119ed9a15d6a58))
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# [0.55.0](https://github.com/feast-dev/feast/compare/v0.54.0...v0.55.0) (2025-10-14)
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‎infra/charts/feast-feature-server/Chart.yaml‎

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name: feast-feature-server
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description: Feast Feature Server in Go or Python
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type: application
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version: 0.55.0
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version: 0.56.0
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keywords:
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- machine learning
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- big data

‎infra/charts/feast-feature-server/README.md‎

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# Feast Python / Go Feature Server Helm Charts
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Current chart version is `0.55.0`
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Current chart version is `0.56.0`
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## Installation
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| Key | Type | Default | Description |
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|-----|------|---------|-------------|
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| affinity | object | `{}` | |
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| commandArgs | list | `[]` | Override the default command arguments for complete control over CLI options |
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| commandArgs | list | `[]` | Override the default command arguments for complete control over CLI options If not specified, falls back to legacy behavior based on feast_mode Example for UI mode with custom options: commandArgs: - "feast" - "--log-level" - "INFO" - "ui" - "--root_path" - "/feast" - "--registry_ttl_sec" - "300" - "-h" - "0.0.0.0" - "-p" - "8888" |
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| extraEnvs | list | `[]` | Additional environment variables to be set in the container |
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| feast_mode | string | `"online"` | Feast supported deployment modes - online (default), offline, ui and registry |
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| feature_store_yaml_base64 | string | `""` | [required] a base64 encoded version of feature_store.yaml |
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| fullnameOverride | string | `""` | |
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| image.pullPolicy | string | `"IfNotPresent"` | |
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| image.repository | string | `"quay.io/feastdev/feature-server"` | Docker image for Feature Server repository |
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| image.tag | string | `"0.55.0"` | The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms) |
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| image.tag | string | `"0.56.0"` | The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms) |
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| imagePullSecrets | list | `[]` | |
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| livenessProbe.initialDelaySeconds | int | `30` | |
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| livenessProbe.periodSeconds | int | `30` | |

‎infra/charts/feast-feature-server/values.yaml‎

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# image.tag -- The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms)
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tag: 0.55.0
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tag: 0.56.0
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logLevel: "WARNING" # Set log level DEBUG, INFO, WARNING, ERROR, and CRITICAL (case-insensitive)
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‎infra/charts/feast/Chart.yaml‎

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apiVersion: v1
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description: Feature store for machine learning
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name: feast
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version: 0.55.0
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version: 0.56.0
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keywords:
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- machine learning
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- big data

‎infra/charts/feast/README.md‎

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## Chart: Feast
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Feature store for machine learning Current chart version is `0.55.0`
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Feature store for machine learning Current chart version is `0.56.0`
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## Installation
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| Repository | Name | Version |
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|------------|------|---------|
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| https://charts.helm.sh/stable | redis | 10.5.6 |
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| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.55.0 |
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| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.55.0 |
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| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.56.0 |
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| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.56.0 |
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## Values
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‎infra/charts/feast/charts/feature-server/Chart.yaml‎

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apiVersion: v1
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description: "Feast Feature Server: Online feature serving service for Feast"
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name: feature-server
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version: 0.55.0
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appVersion: v0.55.0
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version: 0.56.0
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appVersion: v0.56.0
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- machine learning
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- big data

‎infra/charts/feast/charts/feature-server/README.md‎

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# feature-server
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![Version: 0.55.0](https://img.shields.io/badge/Version-0.55.0-informational?style=flat-square) ![AppVersion: v0.55.0](https://img.shields.io/badge/AppVersion-v0.55.0-informational?style=flat-square)
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![Version: 0.56.0](https://img.shields.io/badge/Version-0.56.0-informational?style=flat-square) ![AppVersion: v0.56.0](https://img.shields.io/badge/AppVersion-v0.56.0-informational?style=flat-square)
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Feast Feature Server: Online feature serving service for Feast
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| envOverrides | object | `{}` | Extra environment variables to set |
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| image.pullPolicy | string | `"IfNotPresent"` | Image pull policy |
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| image.repository | string | `"quay.io/feastdev/feature-server-java"` | Docker image for Feature Server repository |
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| image.tag | string | `"0.55.0"` | Image tag |
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| image.tag | string | `"0.56.0"` | Image tag |
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| ingress.grpc.annotations | object | `{}` | Extra annotations for the ingress |
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| ingress.grpc.auth.enabled | bool | `false` | Flag to enable auth |
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| ingress.grpc.class | string | `"nginx"` | Which ingress controller to use |

‎infra/charts/feast/charts/feature-server/values.yaml‎

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# image.repository -- Docker image for Feature Server repository
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tag: 0.56.0
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‎infra/charts/feast/charts/transformation-service/Chart.yaml‎

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apiVersion: v1
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description: "Transformation service: to compute on-demand features"
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name: transformation-service
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version: 0.56.0
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appVersion: v0.56.0
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- machine learning
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