0.51.0 (2025-07-21)

Bug Fixes

• FeatureView serialization with cycle detection (#5502) (f287ca5)
• Fix current version in publish workflow (#5499) (0af6e94)
• Fix NPM authentication (#5506) (9f85892)
• Fix verify wheels workflow for macos14 (#5486) (07174cc)
• Fixed error thrown for invalid project name on features api (#5525) (4a9a5d0)
• Fixed ODFV on-write transformations (271ef74)
• Move Install OS X dependencies before python setup (#5488) (35f211c)
• Normalize current version by removing 'v' prefix if present (#5500) (43f3d52)
• Skip macOS 14 with Python 3.10 due to gettext library (#5490) (41d4977)
• Standalone Web UI Publish Workflow (#5498) (c47b134)

Features

• Added endpoints to allow user to get data for all projects (4e06965)
• Added grpc and rest endpoint for features (#5519) (0a75696)
• Added relationship support to all API endpoints (#5496) (bea83e7)
• Continue updating doc (#5523) (ea53b2b)
• Hybrid offline store (#5510) (8f1af55)
• Populate created and updated timestamp on data sources (af3056b)
• Provide ready-to-use Python definitions in api (37628d9)
• Snowflake source. fetch MAX in a single query (#5387) (b49cea1)
• Support compute engine to use multi feature views as source (#5482) (b9ac90b)
• Support pagination and sorting on registry apis (#5495) (c4b6fbe)
• Update doc (#5521) (2808ce1)

0.50.0 (2025-07-01)

Bug Fixes

• Add asyncio to integration test (#5418) (6765515)
• Add clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map (#5251) (9ed2ffa)
• Add missing conn.commit() in SnowflakeOnlineStore.online_write_batch (#5432) (a83dd85)
• Add transformers in required dependencies (8cde460)
• Allow custom annotations on Operator installed objects (#5339) (44c7a76)
• Dask pulling of latest data (#5229) (571d81f)
• dask: preserve remote URIs (e.g. s3://) in DaskOfflineStore path resolution (2561cfc)
• Fix Event loop is closed error on dynamodb test (#5480) (fe0f671)
• Fix lineage entity filtering (#5321) (0d05701)
• Fix list saved dataset api (833696c)
• Fix NumPy - PyArrow array type mapping in Trino offline store (#5393) (9ba9ded)
• Fix pandas 2.x compatibility issue of Trino offline store caused by removed Series.iteritems() method (#5345) (61e3e02)
• Fix polling mechanism for TestApplyAndMaterialize (#5451) (b512a74)
• Fix remote rbac integration tests (#5473) (10879ec)
• Fix Trino offline store SQL in Jinja template (#5346) (648c53d)
• Fixed CurlGeneratorTab github theme type (#5425) (5f15329)
• Increase the Operator Manager memory limits and requests (#5441) (6c94dbf)
• Method signature for push_async is out of date (#5413) (28c3379), closes #5410 #006BB4
• Operator - support securityContext override at Pod level (#5325) (33ea0f5)
• Pybuild-deps throws errors w/ latest pip version (#5311) (f2d6a67)
• Reopen for integration test about add s3 storage-based registry store in Go feature server (#5352) (ef75f61)
• resolve Python logger warnings (#5361) (37d5c19)
• The ignore_paths not taking effect duration feast apply (#5353) (e4917ca)
• Update generate_answer function to provide correct parameter format to retrieve function (dc5b2af)
• Update milvus connect function to work with remote instance (#5382) (7e5e7d5)
• Updating milvus connect function to work with remote instance (#5401) (b89fadd)
• Upperbound limit for protobuf generation (#5309) (a114aae)

Features

• Add CLI, SDK, and API documentation page to Feast UI (#5337) (203e888)
• Add dark mode toggle to Feast UI (#5314) (ad02e46)
• Add data labeling tabs to UI (#5410) (389ceb7), closes #006BB4
• Add Decimal to allowed python scalar types (#5367) (4777c03)
• Add feast rag retriver functionality (#5405) (0173033)
• Add feature view curl generator (#5415) (7a5b48f)
• Add feature view lineage tab and filtering to home page lineage (#5308) (308255d)
• Add feature view tags to dynamo tags (#5291) (3a787ac)
• Add HybridOnlineStore for multi-backend online store routing (#5423) (ebd67d1)
• Add max_file_size to Snowflake config (#5377) (e8cdf5d)
• Add MCP (Model Context Protocol) support for Feast feature server (#5406) (de650de), closes #5398 #5382 #5389 #5401
• Add rag project to default dev UI (#5323) (3b3e1c8)
• Add s3 storage-based registry store in Go feature server (#5336) (abe18df)
• Add support for data labeling in UI (#5409) (d183c4b), closes #27
• Added Lineage APIs to get registry objects relationships (#5472) (be004ef)
• Added rest-apis serving option for registry server (#5342) (9740fd1)
• Added torch.Tensor as option for online and offline retrieval (#5381) (0b4ae95)
• Adding feast delete to CLI (#5344) (19fe3ac)
• Adding permissions to UI and refactoring some things (#5320) (6f1b0cc)
• Allow to set registry server rest/grpc mode in operator (#5364) ([99afd6d](https://github.co...

0.49.0 (2025-04-29)

Bug Fixes

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

Features

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

0.48.1 (2025-04-08)

Bug Fixes

• Fix milvus online_read (#5233) (4b91f26)
• Resolve no pq wrapper import issue (#5240) (d5906f1)

0.48.0 (2025-04-07)

Bug Fixes

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

Features

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

0.47.0 (2025-03-10)

• feat!: Include PUBLIC_URL in defaultProjectListPromise URL in /ui (2f0f7b3)

Bug Fixes

• Add transformation_service_endpoit to support Go feature server. (#5071) (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. (#5102) (e6e928c)
• Allow unencrypted Snowflake key (#5097) (87a7c23)
• Cant add different type of list types (#5118) (bebd7be)
• Fixing transformations on writes (#5127) (95ac34a)
• Identify s3/remote uri path correctly (#5076) (93becff)
• Increase available action VM storage and reduce dev feature-server image size (#5112) (75f5a90)
• Move Feast to pyproject.toml instead of setup.py (#5067) (4231274)
• Skip refresh if already in progress or if lock is already held (#5068) (f3a24de)

Features

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

 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

0.46.0 (2025-02-17)

Bug Fixes

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

Features

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

0.45.0 (2025-02-04)

Features

• Changing refresh stable branch from step to a job. Using github credentials bot so that we can push the changes. (#5011) (7335e26)

0.44.0 (2025-02-04)

Bug Fixes

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

Features

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

0.44.0 (2025-02-04)

Bug Fixes

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

Features

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

0.43.0 (2025-01-20)

Bug Fixes

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

Features

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

Reverts

• Revert "chore: Add Milvus to pr_integration_tests.yml" (#4900) (07958f7), closes #4891