chore(release): release 0.49.0

# [0.49.0](feast-dev/feast@v0.48.0...v0.49.0) (2025-04-29)

### Bug Fixes

* Adding brackets to unit tests ([c46fea3](feast-dev@c46fea3))
* Adding logic back for a step ([2bb240b](feast-dev@2bb240b))
* Adjustment for unit test action ([a6f78ae](feast-dev@a6f78ae))
* Allow get_historical_features with only On Demand Feature View ([feast-dev#5256](feast-dev#5256)) ([0752795](feast-dev@0752795))
* CI adjustment ([3850643](feast-dev@3850643))
* Embed Query configuration breaks when switching between DataFrame and SQL ([feast-dev#5257](feast-dev#5257)) ([32375a5](feast-dev@32375a5))
* Fix for proto issue in utils ([1b291b2](feast-dev@1b291b2))
* Fix milvus online_read ([feast-dev#5233](feast-dev#5233)) ([4b91f26](feast-dev@4b91f26))
* Fix tests ([431d9b8](feast-dev@431d9b8))
* Fixed Permissions object parameter in example ([feast-dev#5259](feast-dev#5259)) ([045c100](feast-dev@045c100))
* Java CI [feast-dev#12](feast-dev#12) ([d7e44ac](feast-dev@d7e44ac))
* Java PR [feast-dev#15](feast-dev#15) ([a5da3bb](feast-dev@a5da3bb))
* Java PR [feast-dev#16](feast-dev#16) ([e0320fe](feast-dev@e0320fe))
* Java PR [feast-dev#17](feast-dev#17) ([49da810](feast-dev@49da810))
* Materialization logs ([feast-dev#5243](feast-dev#5243)) ([4aa2f49](feast-dev@4aa2f49))
* Moving to custom github action for checking skip tests ([caf312e](feast-dev@caf312e))
* Operator - remove default replicas setting from Feast Deployment ([feast-dev#5294](feast-dev#5294)) ([e416d01](feast-dev@e416d01))
* Patch java pr [feast-dev#14](feast-dev#14) ([592526c](feast-dev@592526c))
* Patch update for test ([a3e8967](feast-dev@a3e8967))
* Remove conditional from steps ([995307f](feast-dev@995307f))
* Remove misleading HTTP prefix from gRPC endpoints in logs and doc ([feast-dev#5280](feast-dev#5280)) ([0ee3a1e](feast-dev@0ee3a1e))
* removing id ([268ade2](feast-dev@268ade2))
* Renaming workflow file ([5f46279](feast-dev@5f46279))
* Resolve `no pq wrapper` import issue ([feast-dev#5240](feast-dev#5240)) ([d5906f1](feast-dev@d5906f1))
* Update actions to remove check skip tests ([feast-dev#5275](feast-dev#5275)) ([b976f27](feast-dev@b976f27))
* Update docling demo ([446efea](feast-dev@446efea))
* Update java pr [feast-dev#13](feast-dev#13) ([fda7db7](feast-dev@fda7db7))
* Update java_pr ([fa138f4](feast-dev@fa138f4))
* Update repo_config.py ([6a59815](feast-dev@6a59815))
* Update unit tests workflow ([06486a0](feast-dev@06486a0))
* Updated docs for docling demo ([768e6cc](feast-dev@768e6cc))
* Updating action for unit tests ([0996c28](feast-dev@0996c28))
* Updating github actions to filter at job level ([0a09622](feast-dev@0a09622))
* Updating Java CI ([c7c3a3c](feast-dev@c7c3a3c))
* Updating java pr to skip tests ([e997dd9](feast-dev@e997dd9))
* Updating workflows ([c66bcd2](feast-dev@c66bcd2))

### Features

* Add date_partition_column_format for spark source ([feast-dev#5273](feast-dev#5273)) ([7a61d6f](feast-dev@7a61d6f))
* Add Milvus tutorial with Feast integration ([feast-dev#5292](feast-dev#5292)) ([a1388a5](feast-dev@a1388a5))
* Add pgvector tutorial with PostgreSQL integration ([feast-dev#5290](feast-dev#5290)) ([bb1cbea](feast-dev@bb1cbea))
* Add ReactFlow visualization for Feast registry metadata ([feast-dev#5297](feast-dev#5297)) ([9768970](feast-dev@9768970))
* Add retrieve online documents v2 method into  pgvector  ([feast-dev#5253](feast-dev#5253)) ([6770ee6](feast-dev@6770ee6))
* Compute Engine Initial Implementation ([feast-dev#5223](feast-dev#5223)) ([64bdafd](feast-dev@64bdafd))
* Enable write node for compute engine ([feast-dev#5287](feast-dev#5287)) ([f9baf97](feast-dev@f9baf97))
* Local compute engine ([feast-dev#5278](feast-dev#5278)) ([8e06dfe](feast-dev@8e06dfe))
* Make transform on writes configurable for ingestion ([feast-dev#5283](feast-dev#5283)) ([ecad170](feast-dev@ecad170))
* Offline store update pull_all_from_table_or_query to make timestampfield optional ([feast-dev#5281](feast-dev#5281)) ([4b94608](feast-dev@4b94608))
* Serialization version 2 deprecation notice ([feast-dev#5248](feast-dev#5248)) ([327d99d](feast-dev@327d99d))
* Vector length definition moved to Feature View from Config  ([feast-dev#5289](feast-dev#5289)) ([d8f1c97](feast-dev@d8f1c97))

chore(release): release 0.48.1

## [0.48.1](feast-dev/feast@v0.48.0...v0.48.1) (2025-04-08)

### Bug Fixes

* Fix milvus online_read ([feast-dev#5233](feast-dev#5233)) ([4b91f26](feast-dev@4b91f26))
* Resolve `no pq wrapper` import issue ([feast-dev#5240](feast-dev#5240)) ([d5906f1](feast-dev@d5906f1))

chore(release): release 0.48.0

# [0.48.0](feast-dev/feast@v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([feast-dev#5221](feast-dev#5221)) ([5799257](feast-dev@5799257))
* Fix space typo in push.md docs ([feast-dev#5184](feast-dev#5184)) ([81677b2](feast-dev@81677b2))
* Fixed integration tests for qdrant and milvus ([feast-dev#5224](feast-dev#5224)) ([d6b080d](feast-dev@d6b080d))
* Formatting trino ([760ec0e](feast-dev@760ec0e))
* Multiple fixes in retrieval of online documents ([feast-dev#5168](feast-dev#5168)) ([66ddd3e](feast-dev@66ddd3e))
* Operator route creation for Feast UI in OpenShift ([e3946b4](feast-dev@e3946b4))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([feast-dev#5225](feast-dev#5225)) ([2a2e304](feast-dev@2a2e304))
* Styling ([feast-dev#5222](feast-dev#5222)) ([34c393c](feast-dev@34c393c))
* typo in the chart ([bd3448b](feast-dev@bd3448b))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([feast-dev#5200](feast-dev#5200)) ([306acca](feast-dev@306acca))
* Update Qdrant online store paths in repo_config.py ([feast-dev#5207](feast-dev#5207)) ([ab35b0b](feast-dev@ab35b0b)), closes [feast-dev#5206](feast-dev#5206)
* Update the doc ([feast-dev#5194](feast-dev#5194)) ([726464e](feast-dev@726464e))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([feast-dev#5147](feast-dev#5147)) ([d23a1a5](feast-dev@d23a1a5))

### Features

* add `real`(float32) type for trino offline store ([feast-dev#4749](feast-dev#4749)) ([0947f96](feast-dev@0947f96))
* Add async DynamoDB timeout and retry configuration ([feast-dev#5178](feast-dev#5178)) ([2f3bcf5](feast-dev@2f3bcf5))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([feast-dev#5217](feast-dev#5217)) ([285c0dc](feast-dev@285c0dc))
* Add RAG tutorial and Use Cases documentation ([feast-dev#5226](feast-dev#5226)) ([99f4004](feast-dev@99f4004))
* Added CLI for features, get historical and online features ([feast-dev#5197](feast-dev#5197)) ([4ab9f74](feast-dev@4ab9f74))
* Added export support in feast UI ([feast-dev#5198](feast-dev#5198)) ([b079553](feast-dev@b079553))
* Added global registry search support in Feast UI ([feast-dev#5195](feast-dev#5195)) ([f09ea49](feast-dev@f09ea49))
* Added UI for Features list ([feast-dev#5192](feast-dev#5192)) ([cc7fd47](feast-dev@cc7fd47))
* Adding blog on RAG with Milvus ([feast-dev#5161](feast-dev#5161)) ([b9e2e6c](feast-dev@b9e2e6c))
* Adding Docling RAG demo ([feast-dev#5109](feast-dev#5109)) ([569404b](feast-dev@569404b))
* Allow transformations on writes to output list of entities ([feast-dev#5209](feast-dev#5209)) ([955521a](feast-dev@955521a))
* Cache get_any_feature_view results ([feast-dev#5175](feast-dev#5175)) ([924b8a3](feast-dev@924b8a3))
* Clickhouse offline store ([feast-dev#4725](feast-dev#4725)) ([86794c2](feast-dev@86794c2))
* Enable keyword search for Milvus ([feast-dev#5199](feast-dev#5199)) ([ac44967](feast-dev@ac44967))
* Enable transformations on PDFs ([feast-dev#5172](feast-dev#5172)) ([3674971](feast-dev@3674971))
* Enable users to use Entity Query as CTE during historical retrieval ([feast-dev#5202](feast-dev#5202)) ([fe69eaf](feast-dev@fe69eaf))
* helm support more deployment config ([d575372](feast-dev@d575372))
* Improved CLI file structuring ([feast-dev#5201](feast-dev#5201)) ([972ed34](feast-dev@972ed34))
* Kickoff Transformation implementationtransformation code base ([feast-dev#5181](feast-dev#5181)) ([0083303](feast-dev@0083303))
* Make keep-alive timeout configurable for async DynamoDB connections ([feast-dev#5167](feast-dev#5167)) ([7f3e528](feast-dev@7f3e528))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](feast-dev@d4d7b0d))
* Spark Transformation ([feast-dev#5185](feast-dev#5185)) ([be3d85c](feast-dev@be3d85c))

chore(release): release 0.47.0

# [0.47.0](feast-dev/feast@v0.46.0...v0.47.0) (2025-03-10)

* feat!: Include PUBLIC_URL in defaultProjectListPromise URL in /ui ([2f0f7b3](feast-dev@2f0f7b3))

### Bug Fixes

* Add transformation_service_endpoit to support Go feature server. ([feast-dev#5071](feast-dev#5071)) ([5627d7c](feast-dev@5627d7c))
* Adding extra space on the VM to kind cluster to see if this solves the issue with memory not available with operator e2e tests. ([feast-dev#5102](feast-dev#5102)) ([e6e928c](feast-dev@e6e928c))
* Allow unencrypted Snowflake key ([feast-dev#5097](feast-dev#5097)) ([87a7c23](feast-dev@87a7c23))
* Cant add different type of list types ([feast-dev#5118](feast-dev#5118)) ([bebd7be](feast-dev@bebd7be))
* Fixing transformations on writes ([feast-dev#5127](feast-dev#5127)) ([95ac34a](feast-dev@95ac34a))
* Identify s3/remote uri path correctly ([feast-dev#5076](feast-dev#5076)) ([93becff](feast-dev@93becff))
* Increase available action VM storage and reduce dev feature-server image size ([feast-dev#5112](feast-dev#5112)) ([75f5a90](feast-dev@75f5a90))
* Move Feast to pyproject.toml instead of setup.py ([feast-dev#5067](feast-dev#5067)) ([4231274](feast-dev@4231274))
* Skip refresh if already in progress or if lock is already held ([feast-dev#5068](feast-dev#5068)) ([f3a24de](feast-dev@f3a24de))

### Features

* Add an OOTB Chat uI to the Feature Server to support RAG demo ([feast-dev#5106](feast-dev#5106)) ([40ea7a9](feast-dev@40ea7a9))
* Add Couchbase Columnar as an Offline Store ([feast-dev#5025](feast-dev#5025)) ([4373cbf](feast-dev@4373cbf))
* Add Feast Operator RBAC example with Kubernetes Authentication … ([feast-dev#5077](feast-dev#5077)) ([2179fbe](feast-dev@2179fbe))
* Added docling and pytorch as add on ([feast-dev#5089](feast-dev#5089)) ([135342b](feast-dev@135342b))
* Feast Operator example with Postgres in TLS mode. ([feast-dev#5028](feast-dev#5028)) ([2c46f6a](feast-dev@2c46f6a))
* Operator - Add feastProjectDir section to CR with git & init options ([feast-dev#5079](feast-dev#5079)) ([d64f01e](feast-dev@d64f01e))
* Override the udf name when provided as input to an on demand transformation ([feast-dev#5094](feast-dev#5094)) ([8a714bb](feast-dev@8a714bb))
* Set value_type of entity directly in from_proto ([feast-dev#5092](feast-dev#5092)) ([90e7498](feast-dev@90e7498))
* Updating retrieve online documents v2 to work for other fields for sq… ([feast-dev#5082](feast-dev#5082)) ([fc121c3](feast-dev@fc121c3))

### BREAKING CHANGES

* The PUBLIC_URL environment variable is now taken into account by default
when fetching the projects list. This is a breaking change only if all
these points apply:

1. You're using Feast UI as a module

2. You're serving the UI files from a non-root path via the PUBLIC_URL
   environment variable

3. You're serving the project list from the root path

4. You're not passing the `feastUIConfigs.projectListPromise` prop to
   the FeastUI component

In this case, you need to explicitly fetch the project list from the
root path via the `feastUIConfigs.projectListPromise` prop:

```diff
 const root = createRoot(document.getElementById("root")!);
 root.render(
   <React.StrictMode>
-    <FeastUI />
+    <FeastUI
+      feastUIConfigs={{
+        projectListPromise: fetch("/projects-list.json", {
+            headers: {
+              "Content-Type": "application/json",
+            },
+          }).then((res) => res.json())
+      }}
+    />
   </React.StrictMode>
 );
```

Signed-off-by: Harri Lehtola <peruukki@hotmail.com>

chore(release): release 0.46.0

# [0.46.0](feast-dev/feast@v0.45.0...v0.46.0) (2025-02-17)

### Bug Fixes

* Add scylladb to online stores list in docs ([feast-dev#5061](feast-dev#5061)) ([08183ed](feast-dev@08183ed))
* Changed feast operator to set status of featurestore cr to ready based on deployment.status = available ([feast-dev#5020](feast-dev#5020)) ([fce0d35](feast-dev@fce0d35))
* Ensure Postgres queries are committed or autocommit is used ([feast-dev#5039](feast-dev#5039)) ([46f8d7a](feast-dev@46f8d7a))
* Fixing the release workflow to refresh the stable branch when the release is not running in the dry run mode. ([feast-dev#5057](feast-dev#5057)) ([a13fa9b](feast-dev@a13fa9b))
* Operator - make onlineStore the default service ([feast-dev#5044](feast-dev#5044)) ([6c92447](feast-dev@6c92447))
* Operator - resolve infinite reconciler loop in authz controller ([feast-dev#5056](feast-dev#5056)) ([11e4548](feast-dev@11e4548))
* Resolve module on windows ([feast-dev#4827](feast-dev#4827)) ([efbffa4](feast-dev@efbffa4))
* Setting the github_token explicitly to see if that solves the problem. ([feast-dev#5012](feast-dev#5012)) ([3834ffa](feast-dev@3834ffa))
* Validate entities when running get_online_features ([feast-dev#5031](feast-dev#5031)) ([3bb0dca](feast-dev@3bb0dca))

### Features

* Add SQLite retrieve_online_documents_v2 ([feast-dev#5032](feast-dev#5032)) ([0fffe21](feast-dev@0fffe21))
* Adding Click command to display configuration details ([feast-dev#5036](feast-dev#5036)) ([ae68e4d](feast-dev@ae68e4d))
* Adding volumes and volumeMounts support to Feature Store CR. ([feast-dev#4983](feast-dev#4983)) ([ec6f1b7](feast-dev@ec6f1b7))
* Moving the job to seperate action so that we can test it easily. ([feast-dev#5013](feast-dev#5013)) ([b9325b7](feast-dev@b9325b7))
* Operator - make server container creation explicit in the CR ([feast-dev#5024](feast-dev#5024)) ([b16fb40](feast-dev@b16fb40))

chore(release): release 0.45.0

# [0.45.0](feast-dev/feast@v0.44.0...v0.45.0) (2025-02-04)

### Features

* Changing refresh stable branch from step to a job. Using github credentials bot so that we can push the changes. ([feast-dev#5011](feast-dev#5011)) ([7335e26](feast-dev@7335e26))

chore(release): release 0.44.0

# [0.44.0](feast-dev/feast@v0.43.0...v0.44.0) (2025-02-04)

### Bug Fixes

* Adding periodic check to fix the sporadic failures of the operator e2e tests.  ([feast-dev#4952](feast-dev#4952)) ([1d086be](feast-dev@1d086be))
* Adding the feast-operator/bin to the .gitignore directory. Somehow it… ([feast-dev#5005](feast-dev#5005)) ([1a027ee](feast-dev@1a027ee))
* Changed Env Vars for e2e tests ([feast-dev#4975](feast-dev#4975)) ([fa0084f](feast-dev@fa0084f))
* Fix GitHub Actions to pass authentication ([feast-dev#4963](feast-dev#4963)) ([22b9138](feast-dev@22b9138)), closes [feast-dev#4937](feast-dev#4937) [feast-dev#4939](feast-dev#4939) [feast-dev#4941](feast-dev#4941) [feast-dev#4940](feast-dev#4940) [feast-dev#4943](feast-dev#4943) [feast-dev#4944](feast-dev#4944) [feast-dev#4945](feast-dev#4945) [feast-dev#4946](feast-dev#4946) [feast-dev#4947](feast-dev#4947) [feast-dev#4948](feast-dev#4948) [feast-dev#4951](feast-dev#4951) [feast-dev#4954](feast-dev#4954) [feast-dev#4957](feast-dev#4957) [feast-dev#4958](feast-dev#4958) [feast-dev#4959](feast-dev#4959) [feast-dev#4960](feast-dev#4960) [feast-dev#4962](feast-dev#4962)
* Fix showing selected navigation item in UI sidebar ([feast-dev#4969](feast-dev#4969)) ([8ac6a85](feast-dev@8ac6a85))
* Invalid column names in get_historical_features when there are field mappings on join keys ([feast-dev#4886](feast-dev#4886)) ([c9aca2d](feast-dev@c9aca2d))
* Read project data from the 'projects' key while loading the registry state in the Feast UI ([feast-dev#4772](feast-dev#4772)) ([cb81939](feast-dev@cb81939))
* Remove grpcurl dependency from Operator ([feast-dev#4972](feast-dev#4972)) ([439e0b9](feast-dev@439e0b9))
* Removed the dry-run flag to test and we will add it back later. ([feast-dev#5007](feast-dev#5007)) ([d112b52](feast-dev@d112b52))
* Render UI navigation items as links instead of buttons ([feast-dev#4970](feast-dev#4970)) ([1267703](feast-dev@1267703))
* Resolve Operator CRD bloat due to long field descriptions ([feast-dev#4985](feast-dev#4985)) ([7593bb3](feast-dev@7593bb3))
* Update manifest to add feature server image for odh ([feast-dev#4973](feast-dev#4973)) ([6a1c102](feast-dev@6a1c102))
* Updating release workflows to refer to yml instead of yaml ([feast-dev#4935](feast-dev#4935)) ([02b0a68](feast-dev@02b0a68))
* Use locally built feast-ui package in dev feature-server image ([feast-dev#4998](feast-dev#4998)) ([0145e55](feast-dev@0145e55))

### Features

* Added OWNERS file for OpenshiftCI ([feast-dev#4991](feast-dev#4991)) ([86a2ee8](feast-dev@86a2ee8))
* Adding Milvus demo to examples ([feast-dev#4910](feast-dev#4910)) ([2daf852](feast-dev@2daf852))
* Adding retrieve_online_documents endpoint ([feast-dev#5002](feast-dev#5002)) ([6607d3d](feast-dev@6607d3d))
* Adding support to return additional features from vector retrieval for Milvus db ([feast-dev#4971](feast-dev#4971)) ([6ce08d3](feast-dev@6ce08d3))
* Creating/updating the stable branch after the release. ([feast-dev#5003](feast-dev#5003)) ([e9b53cc](feast-dev@e9b53cc))
* Implementing online_read for MilvusOnlineStore ([feast-dev#4996](feast-dev#4996)) ([92dde13](feast-dev@92dde13))
* Improve exception message for unsupported Snowflake data types ([feast-dev#4779](feast-dev#4779)) ([5992364](feast-dev@5992364))
* Operator add feast ui deployment ([feast-dev#4930](feast-dev#4930)) ([b026d0c](feast-dev@b026d0c))
* Updating documents to highlight v2 api for Vector Similarity Se… ([feast-dev#5000](feast-dev#5000)) ([32b82a4](feast-dev@32b82a4))

chore(release): release 0.43.0

# [0.43.0](feast-dev/feast@v0.42.0...v0.43.0) (2025-01-20)

### Bug Fixes

* Add k8s module to feature-server image ([feast-dev#4839](feast-dev#4839)) ([f565565](feast-dev@f565565))
* Adding input to workflow ([e3e8c97](feast-dev@e3e8c97))
* Change image push to use --all-tags option ([feast-dev#4926](feast-dev#4926)) ([02458fd](feast-dev@02458fd))
* Fix integration build/push for images ([feast-dev#4923](feast-dev#4923)) ([695e49b](feast-dev@695e49b))
* Fix integration operator push ([feast-dev#4924](feast-dev#4924)) ([13c7267](feast-dev@13c7267))
* Fix release.yml ([feast-dev#4845](feast-dev#4845)) ([b4768a8](feast-dev@b4768a8))
* Fixing some of the warnings with the github actions ([feast-dev#4763](feast-dev#4763)) ([1119439](feast-dev@1119439))
* Improve status.applied updates & add offline pvc unit test ([feast-dev#4871](feast-dev#4871)) ([3f49517](feast-dev@3f49517))
* Made fixes to Go Operator DB persistence ([feast-dev#4830](feast-dev#4830)) ([cdc0753](feast-dev@cdc0753))
* Make transformation_service_endpoint configuration optional ([feast-dev#4880](feast-dev#4880)) ([c62377b](feast-dev@c62377b))
* Move pre-release image builds to quay.io, retire gcr.io pushes ([feast-dev#4922](feast-dev#4922)) ([40b975b](feast-dev@40b975b))
* Performance regression in /get-online-features ([feast-dev#4892](feast-dev#4892)) ([0db56a2](feast-dev@0db56a2))
* Refactor Operator to deploy all feast services to the same Deployment/Pod ([feast-dev#4863](feast-dev#4863)) ([88854dd](feast-dev@88854dd))
* Remove unnecessary google cloud steps & upgrade docker action versions ([feast-dev#4925](feast-dev#4925)) ([32aaf9a](feast-dev@32aaf9a))
* Remove verifyClient TLS offlineStore option from the Operator ([feast-dev#4847](feast-dev#4847)) ([79fa247](feast-dev@79fa247))
* Resolving syntax error while querying a feature view with column name starting with a number and BigQuery as data source ([feast-dev#4908](feast-dev#4908)) ([d3495a0](feast-dev@d3495a0))
* Updated python-helm-demo example to use MinIO instead of GS ([feast-dev#4691](feast-dev#4691)) ([31afd99](feast-dev@31afd99))

### Features

* Add date field support to spark ([feast-dev#4913](feast-dev#4913)) ([a8aeb79](feast-dev@a8aeb79))
* Add date support when converting from python to feast types ([feast-dev#4918](feast-dev#4918)) ([bd9f071](feast-dev@bd9f071))
* Add duckdb extra to multicloud release image ([feast-dev#4862](feast-dev#4862)) ([b539eba](feast-dev@b539eba))
* Add milvus package to release image & option to Operator ([feast-dev#4870](feast-dev#4870)) ([ef724b6](feast-dev@ef724b6))
* Add Milvus Vector Database Implementation ([feast-dev#4751](feast-dev#4751)) ([22c7b58](feast-dev@22c7b58))
* Add online/offline replica support ([feast-dev#4812](feast-dev#4812)) ([b97da6c](feast-dev@b97da6c))
* Added pvc accessModes support ([feast-dev#4851](feast-dev#4851)) ([a73514c](feast-dev@a73514c))
* Adding EnvFrom support for the OptionalConfigs type to the Go Operator ([feast-dev#4909](feast-dev#4909)) ([e01e510](feast-dev@e01e510))
* Adding Feature Server to components docs ([feast-dev#4868](feast-dev#4868)) ([f95e54b](feast-dev@f95e54b))
* Adding features field to retrieve_online_features to return mor… ([feast-dev#4869](feast-dev#4869)) ([7df287e](feast-dev@7df287e))
* Adding packages for Milvus Online Store ([feast-dev#4854](feast-dev#4854)) ([49171bd](feast-dev@49171bd))
* Adding vector_search parameter to fields ([feast-dev#4855](feast-dev#4855)) ([739eaa7](feast-dev@739eaa7))
* Feast Operator support log level configuration for services ([feast-dev#4808](feast-dev#4808)) ([19424bc](feast-dev@19424bc))
* Go Operator - Parsing the output to go structs ([feast-dev#4832](feast-dev#4832)) ([732865f](feast-dev@732865f))
* Implement `date_partition_column` for `SparkSource` ([feast-dev#4844](feast-dev#4844)) ([c5ffa03](feast-dev@c5ffa03))
* Loading the CA trusted store certificate into Feast to verify the public certificate. ([feast-dev#4852](feast-dev#4852)) ([132ce2a](feast-dev@132ce2a))
* Operator E2E test to validate FeatureStore custom resource using remote registry ([feast-dev#4822](feast-dev#4822)) ([d558ef7](feast-dev@d558ef7))
* Operator improvements ([feast-dev#4928](feast-dev#4928)) ([7a1f4dd](feast-dev@7a1f4dd))
* Removing the tls_verify_client flag from feast cli for offline server. ([feast-dev#4842](feast-dev#4842)) ([8320e23](feast-dev@8320e23))
* Separating the RBAC and Remote related integration tests. ([feast-dev#4905](feast-dev#4905)) ([76e1e21](feast-dev@76e1e21))
* Snyk vulnerability issues fix. ([feast-dev#4867](feast-dev#4867)) ([dbc9207](feast-dev@dbc9207)), closes [feast-dev#6](feast-dev#6) [feast-dev#3](feast-dev#3) [feast-dev#4](feast-dev#4)
* Use ASOF JOIN in Snowflake offline store query ([feast-dev#4850](feast-dev#4850)) ([8f591a2](feast-dev@8f591a2))

### Reverts

* Revert "chore: Add Milvus to pr_integration_tests.yml" ([feast-dev#4900](feast-dev#4900)) ([07958f7](feast-dev@07958f7)), closes [feast-dev#4891](feast-dev#4891)

chore(release): release 0.42.0

# [0.42.0](feast-dev/feast@v0.41.0...v0.42.0) (2024-12-05)

### Bug Fixes

* Add adapters for sqlite datetime conversion ([feast-dev#4797](feast-dev#4797)) ([e198b17](feast-dev@e198b17))
* Added grpcio extras to default feature-server image ([feast-dev#4737](feast-dev#4737)) ([e9cd373](feast-dev@e9cd373))
* Changing node version in release ([7089918](feast-dev@7089918))
* Feast create empty online table when FeatureView attribute online=False ([feast-dev#4666](feast-dev#4666)) ([237c453](feast-dev@237c453))
* Fix db store types in Operator CRD ([feast-dev#4798](feast-dev#4798)) ([f09339e](feast-dev@f09339e))
* Fix the config issue for postgres ([feast-dev#4776](feast-dev#4776)) ([a36f7e5](feast-dev@a36f7e5))
* Fixed example materialize-incremental and improved explanation ([feast-dev#4734](feast-dev#4734)) ([ca8a7ab](feast-dev@ca8a7ab))
* Fixed SparkSource docstrings so it wouldn't used inhereted class docstrings ([feast-dev#4722](feast-dev#4722)) ([32e6aa1](feast-dev@32e6aa1))
* Fixing PGVector integration tests ([feast-dev#4778](feast-dev#4778)) ([88a0320](feast-dev@88a0320))
* Incorrect type passed to assert_permissions in materialize endpoints ([feast-dev#4727](feast-dev#4727)) ([b72c2da](feast-dev@b72c2da))
* Issue of DataSource subclasses using parent abstract class docstrings ([feast-dev#4730](feast-dev#4730)) ([b24acd5](feast-dev@b24acd5))
* Operator envVar positioning & tls.SecretRef.Name ([feast-dev#4806](feast-dev#4806)) ([1115d96](feast-dev@1115d96))
* Populates project created_time correctly according to created ti… ([feast-dev#4686](feast-dev#4686)) ([a61b93c](feast-dev@a61b93c))
* Reduce feast-server container image size & fix dev image build ([feast-dev#4781](feast-dev#4781)) ([ccc9aea](feast-dev@ccc9aea))
* Removed version func from feature_store.py ([feast-dev#4748](feast-dev#4748)) ([f902bb9](feast-dev@f902bb9))
* Support registry instantiation for read-only users ([feast-dev#4719](feast-dev#4719)) ([ca3d3c8](feast-dev@ca3d3c8))
* Syntax Error in BigQuery While Retrieving Columns that Start wit… ([feast-dev#4713](feast-dev#4713)) ([60fbc62](feast-dev@60fbc62))
* Update release version in a pertinent Operator file ([feast-dev#4708](feast-dev#4708)) ([764a8a6](feast-dev@764a8a6))

### Features

* Add api contract to fastapi docs ([feast-dev#4721](feast-dev#4721)) ([1a165c7](feast-dev@1a165c7))
* Add Couchbase as an online store ([feast-dev#4637](feast-dev#4637)) ([824859b](feast-dev@824859b))
* Add Operator support for spec.feastProject & status.applied fields ([feast-dev#4656](feast-dev#4656)) ([430ac53](feast-dev@430ac53))
* Add services functionality to Operator ([feast-dev#4723](feast-dev#4723)) ([d1d80c0](feast-dev@d1d80c0))
* Add TLS support to the Operator ([feast-dev#4796](feast-dev#4796)) ([a617a6c](feast-dev@a617a6c))
* Added feast Go operator db stores support ([feast-dev#4771](feast-dev#4771)) ([3302363](feast-dev@3302363))
* Added support for setting env vars in feast services in feast controller  ([feast-dev#4739](feast-dev#4739)) ([84b24b5](feast-dev@84b24b5))
* Adding docs outlining native Python transformations on singletons ([feast-dev#4741](feast-dev#4741)) ([0150278](feast-dev@0150278))
* Adding first feast operator e2e test. ([feast-dev#4791](feast-dev#4791)) ([8339f8d](feast-dev@8339f8d))
* Adding github action to run the operator end-to-end tests. ([feast-dev#4762](feast-dev#4762)) ([d8ccb00](feast-dev@d8ccb00))
* Adding ssl support for registry server. ([feast-dev#4718](feast-dev#4718)) ([ccf7a55](feast-dev@ccf7a55))
* Adding SSL support for the React UI server and feast UI command. ([feast-dev#4736](feast-dev#4736)) ([4a89252](feast-dev@4a89252))
* Adding support for native Python transformations on a single dictionary  ([feast-dev#4724](feast-dev#4724)) ([9bbc1c6](feast-dev@9bbc1c6))
* Adding TLS support for offline server. ([feast-dev#4744](feast-dev#4744)) ([5d8d03f](feast-dev@5d8d03f))
* Building the feast image ([feast-dev#4775](feast-dev#4775)) ([6635dde](feast-dev@6635dde))
* File persistence definition and implementation ([feast-dev#4742](feast-dev#4742)) ([3bad4a1](feast-dev@3bad4a1))
* Object store persistence in operator ([feast-dev#4758](feast-dev#4758)) ([0ae86da](feast-dev@0ae86da))
* OIDC authorization in Feast Operator ([feast-dev#4801](feast-dev#4801)) ([eb111d6](feast-dev@eb111d6))
* Operator will create k8s serviceaccount for each feast service ([feast-dev#4767](feast-dev#4767)) ([cde5760](feast-dev@cde5760))
* Printing more verbose logs when we start the offline server  ([feast-dev#4660](feast-dev#4660)) ([9d8d3d8](feast-dev@9d8d3d8))
* PVC configuration and impl ([feast-dev#4750](feast-dev#4750)) ([785a190](feast-dev@785a190))
* Qdrant vectorstore support ([feast-dev#4689](feast-dev#4689)) ([86573d2](feast-dev@86573d2))
* RBAC Authorization in Feast Operator ([feast-dev#4786](feast-dev#4786)) ([0ef5acc](feast-dev@0ef5acc))
* Support for nested timestamp fields in Spark Offline store ([feast-dev#4740](feast-dev#4740)) ([d4d94f8](feast-dev@d4d94f8))
* Update the go feature server from Expedia code repo. ([feast-dev#4665](feast-dev#4665)) ([6406625](feast-dev@6406625))
* Updated feast Go operator db stores ([feast-dev#4809](feast-dev#4809)) ([2c5a6b5](feast-dev@2c5a6b5))
* Updated sample secret following review ([feast-dev#4811](feast-dev#4811)) ([dc9f825](feast-dev@dc9f825))

chore(release): release 0.41.3

## [0.41.3](feast-dev/feast@v0.41.2...v0.41.3) (2024-10-26)

### Bug Fixes

* Revert artifact actions back to v3 ([feast-dev#4705](feast-dev#4705)) ([5f8ba92](feast-dev@5f8ba92))