Skip to content

Conversation

Srihari1192
Copy link
Contributor

What this PR does / why we need it:

1.This PR introduces a new end-to-end test case that validates the full flow of a real-time credit scoring demo using Feast operator .
The test ensures that the system can successfully:

  • Apply infrastructure manifests for Redis and Postgres and deploy the Feast FeatureStore custom resource (CR)
  • Verify feast apply and feast materialize-incremental are configured correctly in the CR's CronJob
  • Execute Feast CLI methods inside the online container to validate registered entities, features, data sources, feature views etc
  • Patch and validate the CronJob to run training and prediction via a Python script

2.Refactored resource handling to consistently use dedicated test namespaces, and ensured proper cleanup of all created resources.

3.Updated test names TestDefaultFeastCR and TestRemoteRegistryFeastCR to use It nodes, allowing targeted test execution via -ginkgo.focus.

Which issue(s) this PR fixes:

closes https://issues.redhat.com/browse/RHOAIENG-23656

Misc

@Srihari1192 Srihari1192 marked this pull request as ready for review May 26, 2025 07:18
@Srihari1192 Srihari1192 requested a review from a team as a code owner May 26, 2025 07:18
@Srihari1192 Srihari1192 force-pushed the RHOAIENG-15683 branch 2 times, most recently from 61e5856 to c6c4579 Compare May 27, 2025 13:17
@Srihari1192 Srihari1192 changed the title Add Operator E2E tests for Feast Apply and Materialize functionality test: Add Operator E2E tests for Feast Apply and Materialize functionality May 27, 2025
Copy link
Contributor

@tchughesiv tchughesiv left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

lgtm

@tchughesiv tchughesiv enabled auto-merge (squash) May 27, 2025 18:35
@tchughesiv tchughesiv disabled auto-merge May 28, 2025 00:46
@tchughesiv tchughesiv enabled auto-merge (squash) May 28, 2025 13:10
…ality

Signed-off-by: Srihari <svenkata@redhat.com>
auto-merge was automatically disabled May 29, 2025 11:52

Head branch was pushed to by a user without write access

@tchughesiv tchughesiv enabled auto-merge (squash) May 29, 2025 15:52
@franciscojavierarceo franciscojavierarceo merged commit 2540846 into feast-dev:master May 29, 2025
20 of 23 checks passed
YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request May 31, 2025
…ality (feast-dev#5389)

Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
franciscojavierarceo added a commit that referenced this pull request Jun 4, 2025
…er (#5406)

* Revert "fix: Update milvus connect function to work with remote instance" (#5398)

Revert "fix: Update milvus connect function to work with remote instance (#5382)"

This reverts commit 7e5e7d5.

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: Add Operator E2E tests for Feast Apply and Materialize functionality (#5389)

Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: Updating milvus connect function to work with remote instance (#5401)

* Updating milvus connect function to work with remote instance

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

---------

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* add example

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: add Model Context Protocol (MCP) support and update documentation

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update entity key serialization version and improve README clarity

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: refactor MCP imports to use the correct module path

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* fix linter

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

---------

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com>
Co-authored-by: Srihari Venkataramaiah <svenkata@redhat.com>
Co-authored-by: Fiona Waters <fiwaters6@gmail.com>
Co-authored-by: Francisco Javier Arceo <farceo@redhat.com>
j-wine pushed a commit to j-wine/feast that referenced this pull request Jun 7, 2025
…ality (feast-dev#5389)

Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: Jacob Weinhold <29459386+j-wine@users.noreply.github.com>
j-wine pushed a commit to j-wine/feast that referenced this pull request Jun 7, 2025
…er (feast-dev#5406)

* Revert "fix: Update milvus connect function to work with remote instance" (feast-dev#5398)

Revert "fix: Update milvus connect function to work with remote instance (feast-dev#5382)"

This reverts commit 7e5e7d5.

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: Add Operator E2E tests for Feast Apply and Materialize functionality (feast-dev#5389)

Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: Updating milvus connect function to work with remote instance (feast-dev#5401)

* Updating milvus connect function to work with remote instance

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

---------

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* add example

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: add Model Context Protocol (MCP) support and update documentation

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update entity key serialization version and improve README clarity

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: refactor MCP imports to use the correct module path

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* fix linter

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

---------

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com>
Co-authored-by: Srihari Venkataramaiah <svenkata@redhat.com>
Co-authored-by: Fiona Waters <fiwaters6@gmail.com>
Co-authored-by: Francisco Javier Arceo <farceo@redhat.com>
Signed-off-by: Jacob Weinhold <29459386+j-wine@users.noreply.github.com>
devin-ai-integration bot pushed a commit to franciscojavierarceo/feast that referenced this pull request Jun 9, 2025
…er (feast-dev#5406)

* Revert "fix: Update milvus connect function to work with remote instance" (feast-dev#5398)

Revert "fix: Update milvus connect function to work with remote instance (feast-dev#5382)"

This reverts commit 7e5e7d5.

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: Add Operator E2E tests for Feast Apply and Materialize functionality (feast-dev#5389)

Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: Updating milvus connect function to work with remote instance (feast-dev#5401)

* Updating milvus connect function to work with remote instance

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>

---------

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* add example

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix linter

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: add Model Context Protocol (MCP) support and update documentation

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: update entity key serialization version and improve README clarity

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix: refactor MCP imports to use the correct module path

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* fix formatting

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* fix linter

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

---------

Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
Signed-off-by: Srihari <svenkata@redhat.com>
Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com>
Co-authored-by: Srihari Venkataramaiah <svenkata@redhat.com>
Co-authored-by: Fiona Waters <fiwaters6@gmail.com>
Co-authored-by: Francisco Javier Arceo <farceo@redhat.com>
franciscojavierarceo pushed a commit that referenced this pull request Jun 30, 2025
# [0.50.0](v0.49.0...v0.50.0) (2025-06-30)

### Bug Fixes

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

### Features

* Add CLI, SDK, and API documentation page to Feast UI ([#5337](#5337)) ([203e888](203e888))
* Add dark mode toggle to Feast UI ([#5314](#5314)) ([ad02e46](ad02e46))
* Add data labeling tabs to UI ([#5410](#5410)) ([389ceb7](389ceb7)), closes [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Add Decimal to allowed python scalar types ([#5367](#5367)) ([4777c03](4777c03))
* Add feast rag retriver functionality ([#5405](#5405)) ([0173033](0173033))
* Add feature view curl generator ([#5415](#5415)) ([7a5b48f](7a5b48f))
* Add feature view lineage tab and filtering to home page lineage ([#5308](#5308)) ([308255d](308255d))
* Add feature view tags to dynamo tags ([#5291](#5291)) ([3a787ac](3a787ac))
* Add HybridOnlineStore for multi-backend online store routing ([#5423](#5423)) ([ebd67d1](ebd67d1))
* Add max_file_size to Snowflake config ([#5377](#5377)) ([e8cdf5d](e8cdf5d))
* Add MCP (Model Context Protocol) support for Feast feature server ([#5406](#5406)) ([de650de](de650de)), closes [#5398](#5398) [#5382](#5382) [#5389](#5389) [#5401](#5401)
* Add rag project to default dev UI ([#5323](#5323)) ([3b3e1c8](3b3e1c8))
* Add s3 storage-based registry store in Go feature server ([#5336](#5336)) ([abe18df](abe18df))
* Add support for data labeling in UI ([#5409](#5409)) ([d183c4b](d183c4b)), closes [#27](#27)
* Added Lineage APIs to get registry objects relationships ([#5472](#5472)) ([be004ef](be004ef))
* Added rest-apis serving option for registry server ([#5342](#5342)) ([9740fd1](9740fd1))
* Added torch.Tensor as option for online and offline retrieval ([#5381](#5381)) ([0b4ae95](0b4ae95))
* Adding feast delete to CLI ([#5344](#5344)) ([19fe3ac](19fe3ac))
* Adding permissions to UI and refactoring some things ([#5320](#5320)) ([6f1b0cc](6f1b0cc))
* Allow to set registry server rest/grpc mode in operator ([#5364](#5364)) ([99afd6d](99afd6d))
* Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR ([#5420](#5420)) ([6a1b33a](6a1b33a))
* Enable materialization for ODFV Transform on Write ([#5459](#5459)) ([3d17892](3d17892))
* Improve search results formatting ([#5326](#5326)) ([18cbd7f](18cbd7f))
* Improvements to Lambda materialization engine ([#5379](#5379)) ([b486f29](b486f29))
* Make batch_source optional in PushSource ([#5440](#5440)) ([#5454](#5454)) ([ae7e20e](ae7e20e))
* Refactor materialization engine ([#5354](#5354)) ([f5c5360](f5c5360))
* Remote Write to Online Store completes client / server architecture ([#5422](#5422)) ([2368f42](2368f42))
* Serialization version 2 and below removed ([#5435](#5435)) ([9e50e18](9e50e18))
* SQLite online retrieval. Add timezone info into timestamp. ([#5386](#5386)) ([6b05153](6b05153))
* Support dual-mode REST and gRPC for Feast Registry Server ([#5396](#5396)) ([fd1f448](fd1f448))
* Support DynamoDB as online store in Go feature server ([#5464](#5464)) ([40d25c6](40d25c6))
* Update Spark Compute read source node to be able to use other data sources ([#5445](#5445)) ([a93d300](a93d300))

### Reverts

* Feat: Add CLI, SDK, and API documentation page to Feast UI" ([#5341](#5341)) ([b492f14](b492f14)), closes [#5337](#5337)
* Revert "feat: Add s3 storage-based registry store in Go feature server" ([#5351](#5351)) ([d5d6766](d5d6766)), closes [#5336](#5336)
* Revert "fix: Update milvus connect function to work with remote instance" ([#5398](#5398)) ([434dd92](434dd92)), closes [#5382](#5382)
franciscojavierarceo pushed a commit that referenced this pull request Jul 1, 2025
# [0.50.0](v0.49.0...v0.50.0) (2025-07-01)

### Bug Fixes

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

### Features

* Add CLI, SDK, and API documentation page to Feast UI ([#5337](#5337)) ([203e888](203e888))
* Add dark mode toggle to Feast UI ([#5314](#5314)) ([ad02e46](ad02e46))
* Add data labeling tabs to UI ([#5410](#5410)) ([389ceb7](389ceb7)), closes [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Add Decimal to allowed python scalar types ([#5367](#5367)) ([4777c03](4777c03))
* Add feast rag retriver functionality ([#5405](#5405)) ([0173033](0173033))
* Add feature view curl generator ([#5415](#5415)) ([7a5b48f](7a5b48f))
* Add feature view lineage tab and filtering to home page lineage ([#5308](#5308)) ([308255d](308255d))
* Add feature view tags to dynamo tags ([#5291](#5291)) ([3a787ac](3a787ac))
* Add HybridOnlineStore for multi-backend online store routing ([#5423](#5423)) ([ebd67d1](ebd67d1))
* Add max_file_size to Snowflake config ([#5377](#5377)) ([e8cdf5d](e8cdf5d))
* Add MCP (Model Context Protocol) support for Feast feature server ([#5406](#5406)) ([de650de](de650de)), closes [#5398](#5398) [#5382](#5382) [#5389](#5389) [#5401](#5401)
* Add rag project to default dev UI ([#5323](#5323)) ([3b3e1c8](3b3e1c8))
* Add s3 storage-based registry store in Go feature server ([#5336](#5336)) ([abe18df](abe18df))
* Add support for data labeling in UI ([#5409](#5409)) ([d183c4b](d183c4b)), closes [#27](#27)
* Added Lineage APIs to get registry objects relationships ([#5472](#5472)) ([be004ef](be004ef))
* Added rest-apis serving option for registry server ([#5342](#5342)) ([9740fd1](9740fd1))
* Added torch.Tensor as option for online and offline retrieval ([#5381](#5381)) ([0b4ae95](0b4ae95))
* Adding feast delete to CLI ([#5344](#5344)) ([19fe3ac](19fe3ac))
* Adding permissions to UI and refactoring some things ([#5320](#5320)) ([6f1b0cc](6f1b0cc))
* Allow to set registry server rest/grpc mode in operator ([#5364](#5364)) ([99afd6d](99afd6d))
* Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR ([#5420](#5420)) ([6a1b33a](6a1b33a))
* Enable materialization for ODFV Transform on Write ([#5459](#5459)) ([3d17892](3d17892))
* Improve search results formatting ([#5326](#5326)) ([18cbd7f](18cbd7f))
* Improvements to Lambda materialization engine ([#5379](#5379)) ([b486f29](b486f29))
* Make batch_source optional in PushSource ([#5440](#5440)) ([#5454](#5454)) ([ae7e20e](ae7e20e))
* Refactor materialization engine ([#5354](#5354)) ([f5c5360](f5c5360))
* Remote Write to Online Store completes client / server architecture ([#5422](#5422)) ([2368f42](2368f42))
* Serialization version 2 and below removed ([#5435](#5435)) ([9e50e18](9e50e18))
* SQLite online retrieval. Add timezone info into timestamp. ([#5386](#5386)) ([6b05153](6b05153))
* Support dual-mode REST and gRPC for Feast Registry Server ([#5396](#5396)) ([fd1f448](fd1f448))
* Support DynamoDB as online store in Go feature server ([#5464](#5464)) ([40d25c6](40d25c6))
* Update Spark Compute read source node to be able to use other data sources ([#5445](#5445)) ([a93d300](a93d300))

### Reverts

* Chore Release "chore(release): release 0.50.0" ([#5483](#5483)) ([0eef391](0eef391))
* Feat: Add CLI, SDK, and API documentation page to Feast UI" ([#5341](#5341)) ([b492f14](b492f14)), closes [#5337](#5337)
* Revert "feat: Add s3 storage-based registry store in Go feature server" ([#5351](#5351)) ([d5d6766](d5d6766)), closes [#5336](#5336)
* Revert "fix: Update milvus connect function to work with remote instance" ([#5398](#5398)) ([434dd92](434dd92)), closes [#5382](#5382)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

Successfully merging this pull request may close these issues.

3 participants