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

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Merged
merged 2 commits into from
May 30, 2025
Merged

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

merged 2 commits into from
May 30, 2025

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Fiona-Waters
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What this PR does / why we need it:

This PR allows for a local remote instance of Milvus to connect, as previously it was bypassed by provider: local which remains and is correct but not the only consideration when using local milvus. The PR also updates the variable from url to uri as expected by the MilvusClient.
Milvus expects that host starts with [unix, http, https, tcp] or a local file endswith [.db], so updated localhost default to http://localhost.

Which issue(s) this PR fixes:

N/A

Misc

@Fiona-Waters Fiona-Waters requested a review from a team as a code owner May 29, 2025 22:06
@Fiona-Waters
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@franciscojavierarceo @jyejare @ntkathole can you please add the ok-to-test label. Is there a way to run the skipped integration tests also please?

@franciscojavierarceo
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done!

@franciscojavierarceo
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tests are failing:

FAILED sdk/python/tests/integration/materialization/test_universal_e2e.py::test_e2e_consistency[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)-False] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
FAILED sdk/python/tests/integration/materialization/test_universal_e2e.py::test_e2e_consistency[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)-True] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
FAILED sdk/python/tests/integration/online_store/test_universal_online.py::test_write_to_online_store[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
FAILED sdk/python/tests/integration/online_store/test_universal_online.py::test_online_retrieval_with_event_timestamps[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
FAILED sdk/python/tests/integration/online_store/test_universal_online.py::test_online_list_retrieval[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
FAILED sdk/python/tests/integration/online_store/test_universal_online.py::test_retrieve_online_milvus_documents[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/materialization/test_universal_e2e.py::test_e2e_consistency[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)-False] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/materialization/test_universal_e2e.py::test_e2e_consistency[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)-True] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_push_features_to_online_store.py::test_push_features_and_read[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_push_features_to_online_store.py::test_push_features_and_read[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_write_to_online_store[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_online_retrieval_with_event_timestamps[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_online_list_retrieval[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_retrieve_online_milvus_documents[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_online_retrieval_success[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
ERROR sdk/python/tests/integration/online_store/test_universal_online.py::test_online_retrieval_success[ParameterSet(values=(LOCAL:File:milvus:python_fs:False,), marks=[], id=None)] - pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>

@jyejare
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jyejare commented May 30, 2025

@Fiona-Waters We need to switch to use local path for db now, instead of host. Lets do the opposite.

@Fiona-Waters Fiona-Waters force-pushed the milvus branch 4 times, most recently from 4851aa4 to 5160a65 Compare May 30, 2025 11:15
@franciscojavierarceo franciscojavierarceo merged commit b89fadd into feast-dev:master May 30, 2025
19 of 20 checks passed
YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request May 31, 2025
@Fiona-Waters @YassinNouh21
fix: Updating milvus connect function to work with remote instance (f…
1ed32d4 
…east-dev#5401)

* Updating milvus connect function to work with remote instance

Signed-off-by: Fiona Waters <[email protected]>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <[email protected]>

---------

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>
franciscojavierarceo added a commit that referenced this pull request Jun 4, 2025
@YassinNouh21 @franciscojavierarceo
@Srihari1192 @Fiona-Waters
feat: Add MCP (Model Context Protocol) support for Feast feature serv…
de650de 
…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 <[email protected]>

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

Signed-off-by: Srihari <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* 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 <[email protected]>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <[email protected]>

---------

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* add example

Signed-off-by: yassinnouh21 <[email protected]>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* formatting

Signed-off-by: yassinnouh21 <[email protected]>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <[email protected]>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <[email protected]>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <[email protected]>

* fix linter

Signed-off-by: Francisco Javier Arceo <[email protected]>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <[email protected]>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <[email protected]>

---------

Signed-off-by: yassinnouh21 <[email protected]>
Signed-off-by: Srihari <[email protected]>
Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
Co-authored-by: Francisco Arceo <[email protected]>
Co-authored-by: Srihari Venkataramaiah <[email protected]>
Co-authored-by: Fiona Waters <[email protected]>
Co-authored-by: Francisco Javier Arceo <[email protected]>
j-wine pushed a commit to j-wine/feast that referenced this pull request Jun 7, 2025
@Fiona-Waters @j-wine
fix: Updating milvus connect function to work with remote instance (f…
0cf32b7 
…east-dev#5401)

* Updating milvus connect function to work with remote instance

Signed-off-by: Fiona Waters <[email protected]>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <[email protected]>

---------

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: Jacob Weinhold <[email protected]>
j-wine pushed a commit to j-wine/feast that referenced this pull request Jun 7, 2025
@YassinNouh21 @franciscojavierarceo
@Srihari1192 @Fiona-Waters @j-wine
feat: Add MCP (Model Context Protocol) support for Feast feature serv…
faf3954 
…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 <[email protected]>

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

Signed-off-by: Srihari <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* 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 <[email protected]>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <[email protected]>

---------

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* add example

Signed-off-by: yassinnouh21 <[email protected]>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* formatting

Signed-off-by: yassinnouh21 <[email protected]>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <[email protected]>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <[email protected]>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <[email protected]>

* fix linter

Signed-off-by: Francisco Javier Arceo <[email protected]>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <[email protected]>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <[email protected]>

---------

Signed-off-by: yassinnouh21 <[email protected]>
Signed-off-by: Srihari <[email protected]>
Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
Co-authored-by: Francisco Arceo <[email protected]>
Co-authored-by: Srihari Venkataramaiah <[email protected]>
Co-authored-by: Fiona Waters <[email protected]>
Co-authored-by: Francisco Javier Arceo <[email protected]>
Signed-off-by: Jacob Weinhold <[email protected]>
devin-ai-integration bot pushed a commit to franciscojavierarceo/feast that referenced this pull request Jun 9, 2025
@YassinNouh21 @franciscojavierarceo
@Srihari1192 @Fiona-Waters @devin-ai-integration
feat: Add MCP (Model Context Protocol) support for Feast feature serv…
ab4b84c 
…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 <[email protected]>

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

Signed-off-by: Srihari <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* 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 <[email protected]>

* Update test configuration to use path for db

Signed-off-by: Fiona Waters <[email protected]>

---------

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP support to feature server configuration

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* add example

Signed-off-by: yassinnouh21 <[email protected]>

* test: add test cases for the mcp server

Signed-off-by: yassinnouh21 <[email protected]>

* fix linter

Signed-off-by: yassinnouh21 <[email protected]>

* formatting

Signed-off-by: yassinnouh21 <[email protected]>

* docs: update README for MCP setup instructions

Signed-off-by: yassinnouh21 <[email protected]>

* fix: update transformation service endpoint and refactor MCP integration

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

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

Signed-off-by: yassinnouh21 <[email protected]>

* feat: Add MCP server implementation files

Signed-off-by: yassinnouh21 <[email protected]>

* test: MCP server unit tests and integration tests

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* fix formatting

Signed-off-by: yassinnouh21 <[email protected]>

* adding compiled requirements

Signed-off-by: Francisco Javier Arceo <[email protected]>

* fix linter

Signed-off-by: Francisco Javier Arceo <[email protected]>

* reverting duckdb change

Signed-off-by: Francisco Javier Arceo <[email protected]>

* needed to do file source and duckdb

Signed-off-by: Francisco Javier Arceo <[email protected]>

---------

Signed-off-by: yassinnouh21 <[email protected]>
Signed-off-by: Srihari <[email protected]>
Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
Co-authored-by: Francisco Arceo <[email protected]>
Co-authored-by: Srihari Venkataramaiah <[email protected]>
Co-authored-by: Fiona Waters <[email protected]>
Co-authored-by: Francisco Javier Arceo <[email protected]>
franciscojavierarceo pushed a commit that referenced this pull request Jun 30, 2025
@feast-ci-bot
chore(release): release 0.50.0
3f30a1b 
# [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
@feast-ci-bot
chore(release): release 0.50.0
a9dfac3 
# [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)
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3 participants
@Fiona-Waters @franciscojavierarceo @jyejare