← 返回首页
feat: Add MCP (Model Context Protocol) support for Feast feature server by YassinNouh21 · Pull Request #5406 · feast-dev/feast · GitHub
Skip to content

Navigation Menu

Toggle navigation
Sign in
Appearance settings
Search or jump to...

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Include my email address so I can be contacted
Cancel Submit feedback

Saved searches

Use saved searches to filter your results more quickly

Cancel Create saved search
Appearance settings
Resetting focus

feat: Add MCP (Model Context Protocol) support for Feast feature server#5406

Merged
franciscojavierarceo merged 24 commits into
feast-dev:masterfrom
YassinNouh21:feat/mcp
Jun 4, 2025
Merged

feat: Add MCP (Model Context Protocol) support for Feast feature server#5406
franciscojavierarceo merged 24 commits into
feast-dev:masterfrom
YassinNouh21:feat/mcp

Conversation

YassinNouh21 commented May 31, 2025

Copy link
Copy Markdown
Collaborator

What this PR does / why we need it:

This PR implements Model Context Protocol (MCP) support for Feast's feature server, enabling AI agents and applications to interact with Feast feature stores through standardized MCP interfaces.

Key Features:

  • Optional MCP Integration: MCP support is disabled by default and can be enabled via feature store YAML configuration
  • New Feature Server Type: Introduces mcp feature server type with configurable options
  • MCP Tools: Exposes Feast functionality through MCP tools:
    • get_online_features: Retrieve feature values for entities
    • list_feature_views: List all available feature views
    • list_feature_services: List all available feature services
    • get_feature_store_info: Get feature store metadata
  • MCP Resources: Provides JSON resources for feature views and services
  • Comprehensive Testing: Includes unit tests for all MCP functionality
  • Documentation & Examples: Complete example configuration and usage guide

Implementation Details:

  • Uses fastapi_mcp library for MCP protocol integration
  • Graceful fallback when MCP dependencies are not installed
  • Proper error handling and logging throughout
  • Type-safe implementation with full mypy compliance
  • Follows Feast's existing patterns for feature server extensibility

Which issue(s) this PR fixes:

Fixes #5404

YassinNouh21 requested a review from a team as a code owner May 31, 2025 10:45
franciscojavierarceo reviewed May 31, 2025
View reviewed changes
Comment thread examples/mcp_feature_store/README.md
@@ -0,0 +1,114 @@
# Feast MCP Feature Server Example

franciscojavierarceo May 31, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

Thank you for this!

I'd also add this to the GenAI docs and make it an extra that we enable with pip install feast[mcp]

YassinNouh21 May 31, 2025

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

@franciscojavierarceo done can u check it

franciscojavierarceo reviewed May 31, 2025
View reviewed changes

franciscojavierarceo left a comment

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

Some last few bits and one question about the config

Comment thread docs/SUMMARY.md Outdated Show resolved Hide resolved
Comment thread examples/mcp_feature_store/README.md Outdated Show resolved Hide resolved
Comment thread examples/mcp_feature_store/feature_store.yaml Outdated Show resolved Hide resolved
Comment thread sdk/python/feast/repo_config.py Outdated

FEATURE_SERVER_CONFIG_CLASS_FOR_TYPE = {
"local": "feast.infra.feature_servers.local_process.config.LocalFeatureServerConfig",
"mcp": "feast.infra.feature_servers.mcp_config.McpFeatureServerConfig",

franciscojavierarceo May 31, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

Does this mean you can't run MCP locally?

YassinNouh21 May 31, 2025

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

Yes, MCP can absolutely run locally.
The confusion arises from seeing "local" and "mcp" as separate configuration types in the code. However, these represent different feature server capabilities, not deployment locations:

  • type: local = Basic feature server without MCP protocol support
  • type: mcp = Feature server with MCP protocol support (can still run on localhost)

franciscojavierarceo and others added 12 commits May 31, 2025 18:25
Revert "fix: Update milvus connect function to work with remote insta… …
ba1feb6
…nce" (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 function… …
86b6a20
…ality (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 (f… …
1ed32d4
…east-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 …
2bb7248
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix linter …
479eb7a
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
add example …
edbb58f
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
test: add test cases for the mcp server …
a8b17e1
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix linter …
bc00dba
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
formatting …
e3a30d7
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
docs: update README for MCP setup instructions …
8a644b5
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix: update transformation service endpoint and refactor MCP integration …
08c4dd6
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
feat: add Model Context Protocol (MCP) support and update documentation …
6c6f6ee
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix: update entity key serialization version and improve README clarity …
c3043c1
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

redhatHameed commented May 31, 2025

Copy link
Copy Markdown
Contributor

@YassinNouh21 can you rebase the PR I am seeing changes/commits with operator e2e tests.

YassinNouh21 commented May 31, 2025

Copy link
Copy Markdown
Collaborator Author

@franciscojavierarceo can u take a look again

redhatHameed reviewed May 31, 2025
View reviewed changes
Comment thread examples/mcp_feature_store/feature_store.yaml
feature_logging:
enabled: false

entity_key_serialization_version: 3 No newline at end of file

redhatHameed May 31, 2025

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

as mcp will only implement onlinstore, instead of make new section with feature_server is that possible we can add into into onlinstore section WDYT ?

online_store: type: sqlite path: data/online_store.db mcp: enabled: true server_name: "feast-feature-store" server_version: "1.0.0" feature_logging: enabled: false```

YassinNouh21 May 31, 2025

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

While embedding MCP config in the online_store section might seem logical, I'd recommend using a separate feature_server section instead:

online_store: type: sqlite path: data/online_store.db feature_server: type: mcp enabled: true mcp_enabled: true mcp_server_name: "feast-feature-store" mcp_server_version: "1.0.0" feature_logging: enabled: false

Why this approach is better:

  • MCP is a feature server protocol for API exposure, not an online store storage concern
  • Follows the same pattern as other feature server types (local, etc.)
  • The McpFeatureServerConfig class inherits from BaseFeatureServerConfig, indicating it's designed as a feature server component

What do u think @franciscojavierarceo @ntkathole

franciscojavierarceo Jun 2, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

I'm good with it.

redhatHameed Jun 2, 2025 •
edited
Loading

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

What is the purpose of these 3 fields

type: mcp enabled: true mcp_enabled: true

my suggestion was if we change the name for example mcp_server then maybe we don't required these field. you can look mcp_server section if user added that section then it will be enabled else by default it will disabled/null. Let me know if that make sense or the current approach is more better. Thanks

franciscojavierarceo Jun 2, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

+1

Load more…

franciscojavierarceo Jun 4, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

What @redhatHameed suggested 👍

jyejare Jun 4, 2025

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

In short MCP online store config looks like:

feature_server: type: mcp mcp_server_name: "feast-feature-store" mcp_server_version: "1.0.0" feature_logging: enabled: false

No hassle of enabling explicitely.

redhatHameed Jun 4, 2025 •
edited
Loading

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

even if we can make like, that will remove extra type field.

mcp_server: mcp_server_name: "feast-feature-store" mcp_server_version: "1.0.0" feature_logging: enabled: false

franciscojavierarceo Jun 4, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

@redhatHameed mind addressing in a follow up PR? I think this is good enough as an MVP

franciscojavierarceo Jun 10, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

@YassinNouh21 this item. Removing the type field from the mcp_server object.

redhatHameed reviewed May 31, 2025
View reviewed changes
Comment thread sdk/python/feast/infra/feature_servers/mcp_config.py Show resolved Hide resolved
ntkathole reviewed May 31, 2025
View reviewed changes
Comment thread setup.py Show resolved Hide resolved
fix: refactor MCP imports to use the correct module path …
1bec81f
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
HaoXuAI reviewed May 31, 2025
View reviewed changes

HaoXuAI left a comment

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

I don't see the mcp logic in the PR? Or that's up to the user to implement?

franciscojavierarceo commented Jun 1, 2025

Copy link
Copy Markdown
Member

It comes from the MCP fast api library addition and config I believe.

@YassinNouh21 can you add a unit test to test the MCP server works in the feature server?

feat: Add MCP server implementation files …
8aa31a7
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
20 hidden items Load more…

franciscojavierarceo commented Jun 1, 2025

Copy link
Copy Markdown
Member

Oh yes sorry I even saw that before 🤦‍♂️

franciscojavierarceo reviewed Jun 1, 2025
View reviewed changes
Comment thread sdk/python/tests/unit/infra/feature_servers/test_mcp_server.py Outdated
assert result is None


class TestFeatureServerIntegration:

franciscojavierarceo Jun 1, 2025

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

You should be able to test the MCP feature server itself

YassinNouh21 Jun 1, 2025

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

@franciscojavierarceo
I created integration test for it. is it sufficient or not?

test: MCP server unit tests and integration tests …
9409e6a
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix formatting …
426744b
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
fix formatting …
c40809b
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

franciscojavierarceo commented Jun 2, 2025

Copy link
Copy Markdown
Member

Last step @YassinNouh21 just need to run make lock-python-dependencies-all to generate the updated requirements files.

redhatHameed commented Jun 2, 2025

Copy link
Copy Markdown
Contributor

FYI @franciscojavierarceo @tchughesiv I hope this will not give hard time while build from source kind of issues in downstream, thought it's optional

redhatHameed reviewed Jun 2, 2025
View reviewed changes
Comment thread sdk/python/feast/infra/mcp_servers/mcp_server.py
mcp = FastApiMCP(
app,
name=getattr(config, "mcp_server_name", "feast-feature-store"),
description="Feast Feature Store MCP Server - Access feature store data and operations through MCP",

redhatHameed Jun 2, 2025

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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

Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

@YassinNouh21 can we check if we can use other parameters like

describe_full_response_schema=True, describe_all_responses=True,

https://github.com/tadata-org/fastapi_mcp/blob/main/examples/02_full_schema_description_example.py#L13-L19

YassinNouh21 commented Jun 2, 2025

Copy link
Copy Markdown
Collaborator Author

I tried to run make lock-python-dependencies-all but it failed for some reason if can someone help

# milvus-lite Using Python 3.10.17 environment at: infra/scripts/pixi/.pixi/envs/py310 Audited 2 packages in 13ms Aborted! make: *** [lock-python-dependencies-all] Error 1

YassinNouh21 commented Jun 3, 2025

Copy link
Copy Markdown
Collaborator Author

@franciscojavierarceo if u can assist in the make lock-python-dependencies-all

ntkathole commented Jun 3, 2025

Copy link
Copy Markdown
Member

I tried to run make lock-python-dependencies-all but it failed for some reason if can someone help

# milvus-lite Using Python 3.10.17 environment at: infra/scripts/pixi/.pixi/envs/py310 Audited 2 packages in 13ms Aborted! make: *** [lock-python-dependencies-all] Error 1

Do you see any traceback here? Initially milvus-lite does take long time to build, tried keep it running for few mins?
Command worked fine for me, I am just not able to push to YassinNouh21/feat/mcp branch.

franciscojavierarceo and others added 2 commits June 3, 2025 21:49
adding compiled requirements …
6135cde
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Merge branch 'master' into feat/mcp
b31cc87

franciscojavierarceo commented Jun 4, 2025

Copy link
Copy Markdown
Member

alright i compiled the requirements and pushed the changes, also fixed a small DCO.

fix linter …
b9a84f3
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
reverting duckdb change …
dc71713
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
needed to do file source and duckdb …
ba6f51a
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

YassinNouh21 commented Jun 4, 2025

Copy link
Copy Markdown
Collaborator Author

@franciscojavierarceo thanks

Hide details View details franciscojavierarceo merged commit de650de into feast-dev:master Jun 4, 2025
21 checks passed

franciscojavierarceo commented Jun 4, 2025

Copy link
Copy Markdown
Member

@YassinNouh21 can you address @redhatHameed's feedback in a follow up PR by any chance?

jfw-ppi pushed a commit to jfw-ppi/feast that referenced this pull request Jun 7, 2025
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 <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
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 <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 commented Jun 10, 2025

Copy link
Copy Markdown
Member

@YassinNouh21 do you mind opening the follow up PR?

YassinNouh21 commented Jun 10, 2025

Copy link
Copy Markdown
Collaborator Author

@YassinNouh21 do you mind opening the follow up PR?

No problem u mean that the remnaing features ?

franciscojavierarceo pushed a commit that referenced this pull request Jun 30, 2025
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
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)
piket added a commit to ExpediaGroup/feast that referenced this pull request Oct 31, 2025
fix: Open source Feast dev sync (#295) …
0a2ad13
* fix: Pybuild-deps throws errors w/ latest pip version (#5311) fix: pybuild-deps throws errors w/ latest pip version Signed-off-by: Tommy Hughes <tohughes@redhat.com> * feat: Add feature view lineage tab and filtering to home page lineage (#5308) * Add feature view lineage tab and filtering to home page lineage Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix TypeScript errors in lineage visualization components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format FeatureViewLineageTab.tsx Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat: Add dark mode toggle to Feast UI (#5314) * docs: updating the creating-a-custom-materialization-engine.md docs to work with the latest import paths (#5315) Signed-off-by: Dan Baron <dan.baron@starlingbank.com> * chore: Improved search UI fix (#5316) * Improve search UI: relocate search bar, add command+k shortcut, enhance UX Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix TypeScript errors in search components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix inputRef handling in RegistrySearch component Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format code with prettier Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add search button to sidebar for easier access Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format Layout.tsx with prettier Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix search bar width and center it Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Remove redundant search indicator from search bar Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format Layout.tsx with yarn format Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Remove Search (⌘K) text from sidebar button Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add ⌘K indicator to search input and remove magnifying glass from navbar Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix theme toggle position to be left-justified Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * chore: Offline source image builds, use hermeto generic fetcher for arrow deps (#5318) chore: Use hermeto generic fetcher for offline arrow source build Signed-off-by: Tommy Hughes <tohughes@redhat.com> * chore: Fixed visibilitys of search bar Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Adding permissions to UI and refactoring some things (#5320) * Feature: Add permissions display to Feast UI lineage visualization Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format code with Prettier Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix TypeScript errors in getEntityPermissions function Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add permissions for zipcode_features, zipcode_source, and model_v1 Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add permissions page and display permissions on feature service page Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add mock permissions data for development Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add permissions display to feature view pages Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add permissions display to entity pages Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add permissions display to data source pages Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix permissions implementation with separate apply_permissions.py script Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Comment out NPM_TOKEN requirement in .npmrc for easier local development Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Add permissions display to features page and fix icon loading errors Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: EUI package to fix icon loading errors Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Remove theme import to resolve icon loading errors Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update package dependencies to resolve icon loading errors Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add Home | Lineage link and update permission utils Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add RAG project with feature views and permissions Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update feature_store.yaml for RAG project Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: Move Home and Lineage links to sidebar navigation Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: Remove Home | Lineage links from top of page Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add: RAG data files for document embeddings and metadata Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update sidebar navigation to show Home | Lineage as a single item Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update Home | Lineage navigation to appear as a single line with two links Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update sidebar navigation to fix React Hook error Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update Lineage link to use feature service demo tab URL format Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Update Lineage link to properly redirect to the lineage tab Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: Add data files to .gitignore Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: Move Lineage to its own page under Resources in sidebar Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update: Remove Home hyperlink and Lineage tab from home page Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format: Run yarn format to ensure code follows project standards Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix: Fix lineage entity filtering (#5321) * Fix: Entity filtering and permissions in the Lineage tab Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update PR to clarify fix scope Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Remove entity filtering from Feature View Lineage tab Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix: Dask pulling of latest data (#5229) Signed-off-by: Suraj Patil <patilsuraj767@gmail.com> * feat: Add rag project to default dev UI (#5323) * Add RAG Project to projects-list.json Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update RAG Project to use custom registry with unique feature views Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update RAG Project to use binary registry file Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update RAG Project to use JSON registry file Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update RAG registry JSON format to match expected structure Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update useLoadRegistry to handle JSON registry files Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format code with yarn format Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix useLoadRegistry.ts to maintain compatibility with tests Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update mock handlers to ensure tests pass Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix mock handlers to use correct registry path Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update mock handlers to support both registry paths Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update FeastUISansProviders.test.tsx to include creditHistoryRegistryDB handler Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix tests to handle both binary and JSON registry files Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix feature view rendering in test environment Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format code with yarn format Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update projects order, fix data sources, and remove Home hyperlink Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix feature view detail page by adding batchSource to feature views Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * chore: Update README.md * chore: Update README.md * chore: Update README.md * fix: Operator - support securityContext override at Pod level (#5325) Signed-off-by: Tommy Hughes <tohughes@redhat.com> * feat: Improve search results formatting (#5326) * Improve search results formatting for better readability and user experience Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix TypeScript errors with CSS implementation in search results Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add feature to clear search bar after clicking a result Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix linting issues in RegistrySearch component Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Implement command palette/spotlight search triggered by Cmd+K Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix TypeScript errors in CommandPalette component Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix UI issues in command palette: prevent double scrollbars and improve modal positioning Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix command palette overlay implementation and UI issues Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Remove unused EuiOverlayMask import Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix command palette UI issues and improve user experience Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix command palette modal closing when clicking on search results Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Apply formatting to command palette components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Use React Router navigation instead of window.location.href to prevent full page refreshes Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format CommandPalette.tsx and clean up code Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Remove test button from Layout component Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * chore: Add rpms & milvus-lite / ibis binaries to hermeto fetcher for offline builds (#5333) offline install: use generic fetcher for milvus-lite wheel Signed-off-by: Tommy Hughes <tohughes@redhat.com> * chore: Fix sticky search section (#5334) * Fix: Make search section sticky to prevent collision with main content Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix: Implement holistic solution for sticky search section Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add Home page button above Resources in sidebar navigation Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add blue Home icon to match other sidebar icons Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add blue icons for Lineage and Permissions to match other sidebar icons Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Revert Lineage icon to original design while keeping blue color Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Revert lineage icon to use original graphApp icon Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update Home icon to have a house shape Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format Layout.tsx with yarn format Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Delete ui/src/graphics/LineageIcon.tsx --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * chore: Add GCS sample to Operator (#5338) Signed-off-by: Tommy Hughes <tohughes@redhat.com> * feat: Add CLI, SDK, and API documentation page to Feast UI (#5337) * Add documentation page to Feast UI with SDK, API, and CLI documentation Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add symlink to docs directory for documentation page Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update DocumentationService with hardcoded documentation content for demo purposes Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Replace docs symlink with actual reference content Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update Documentation icon to blue, move to last position, and add horizontal lines between CLI sections Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Update documentation page with improved formatting and routing Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix tab switching in documentation page Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Simplify Rollup configuration to fix build issues Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Format rollup.config.js with trailing commas Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * revert: Feat: Add CLI, SDK, and API documentation page to Feast UI" (#5341) Revert "feat: Add CLI, SDK, and API documentation page to Feast UI (#5337)" This reverts commit 203e8889d2d75080680491905f05fe200ba38f21. * fix: Allow custom annotations on Operator installed objects (#5339) fix: Allow custom annotations to Operator installed objects Signed-off-by: Tommy Hughes <tohughes@redhat.com> * feat: Adding feast delete to CLI (#5344) * feat: Adding feast delete to CLI Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * Update sdk/python/feast/repo_operations.py * removing console.print Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * removing console init Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * ignorng linter error Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Added rest-apis serving option for registry server (#5342) feat: Added rest-apis option for registry server Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: Updated python documentation (#5347) chore: updated python documentation Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Add s3 storage-based registry store in Go feature server (#5336) * fix: upgrade protobuf version, make `protos` directory beforehand Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add aws s3 storage based registry store Signed-off-by: iamcodingcat <joyh951021@gmail.com> * chore: add aws s3 api related pkgs Signed-off-by: iamcodingcat <joyh951021@gmail.com> * style: remove my custom comment Signed-off-by: iamcodingcat <joyh951021@gmail.com> * refact: separate s3 registry file from `local.go` Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add if-statement in Makefile on linux arm64 os-platform Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add test-code for s3 registry store Signed-off-by: iamcodingcat <joyh951021@gmail.com> --------- Signed-off-by: iamcodingcat <joyh951021@gmail.com> Co-authored-by: 조영훈 <younghun.jo@ilevit.com> * Revert "feat: Add s3 storage-based registry store in Go feature server" (#5351) Revert "feat: Add s3 storage-based registry store in Go feature server (#5336)" This reverts commit abe18dfca23e95795af032b4852d93c313e0b526. * fix: The ignore_paths not taking effect duration feast apply (#5353) fix: ignore_paths not taking effect Signed-off-by: joeyutong <joeyutong@gmail.com> * fix: Upperbound limit for protobuf generation (#5309) * patch upperbound limit for protobuf generation Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * patch upperbound limit for protobuf generation Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * patch upperbound limit for protobuf generation Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * patch upperbound limit for protobuf generation Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * update proto Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * update proto Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * update faiss version Signed-off-by: HaoXuAI <sduxuhao@gmail.com> --------- Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * chore: Added make command to build locally built Feast UI package (#5356) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Reopen for integration test about add s3 storage-based registry store in Go feature server (#5352) * fix: upgrade protobuf version, make `protos` directory beforehand Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add aws s3 storage based registry store Signed-off-by: iamcodingcat <joyh951021@gmail.com> * chore: add aws s3 api related pkgs Signed-off-by: iamcodingcat <joyh951021@gmail.com> * style: remove my custom comment Signed-off-by: iamcodingcat <joyh951021@gmail.com> * refact: separate s3 registry file from `local.go` Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add if-statement in Makefile on linux arm64 os-platform Signed-off-by: iamcodingcat <joyh951021@gmail.com> * feat: add test-code for s3 registry store Signed-off-by: iamcodingcat <joyh951021@gmail.com> --------- Signed-off-by: iamcodingcat <joyh951021@gmail.com> Co-authored-by: 조영훈 <younghun.jo@ilevit.com> * fix: resolve Python logger warnings (#5361) Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> * fix: Add clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map (#5251) * added clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map Signed-off-by: Laurynas Stasys <laurynas@cast.ai> * removing redundant brackets from from_expression Signed-off-by: Laurynas Stasys <laurynas@cast.ai> --------- Signed-off-by: Laurynas Stasys <laurynas@cast.ai> Co-authored-by: Laurynas Stasys <laurynas@cast.ai> * chore: Updating operator to handle clickhouse (#5362) * chore: Updating operator to handle clickhouse Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * removing files that were autoformatted Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * chore: Update tests to drop 3.9 and include 3.12 (#5276) * fix: Fix Trino offline store SQL in Jinja template (#5346) fix: wrap table_subquery in subquery alias for Trino syntax compatibility Signed-off-by: kkochanovskiy <kkochanovskiy@gmail.com> * feat: Add Decimal to allowed python scalar types (#5367) Add Decimal to allowed python scalar types Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> Co-authored-by: hkuepers <hanno.kuepers@ratepay.com> * chore: Drop 3.9 from master CI and add 3.12 (#5373) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * chore: Dropping Java from CI and release workflows (#5374) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * chore: Removing java commands from top of Makefile (#5378) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Add max_file_size to Snowflake config (#5377) Add max_file_size to Snowflake config Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> Co-authored-by: hkuepers <hanno.kuepers@ratepay.com> * chore: Added make help (#5363) * chore: Added make help Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * Update Makefile Co-authored-by: Francisco Arceo <farceo@redhat.com> Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Co-authored-by: Francisco Arceo <farceo@redhat.com> * chore: Continued Makefile changes since drop of 3.9 support (#5366) chore: continued Makefile changes since drop of 3.9 support Signed-off-by: Tommy Hughes <tohughes@redhat.com> * chore: Update Trino (contrib) docs (#5348) * chore: Update Trino (contrib) docs Signed-off-by: kkochanovskiy <kkochanovskiy@gmail.com> Signed-off-by: ebolblga <kkochanovskiy@gmail.com> * fix: add auth block to trino docs back Signed-off-by: ebolblga <kkochanovskiy@gmail.com> --------- Signed-off-by: kkochanovskiy <kkochanovskiy@gmail.com> Signed-off-by: ebolblga <kkochanovskiy@gmail.com> * fix: Update milvus connect function to work with remote instance (#5382) * chore: Update README.md.jinja2 * chore: Update README.md * chore: Add GenAI documentation page to Introduction section (#5385) * Add GenAI documentation page to Introduction section Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Move GenAI page to getting-started directory and update SUMMARY.md Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update SUMMARY.md * Update genai.md * Add unstructured data transformation and Spark integration details to GenAI documentation Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update genai.md --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix: Fix pandas 2.x compatibility issue of Trino offline store caused by removed Series.iteritems() method (#5345) fix: Replace iteritems() with items() for pandas 2.x compatibility in Trino offline store connector Signed-off-by: ebolblga <kkochanovskiy@gmail.com> * test: Fixed path for milvus tests (#5394) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * 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 7e5e7d5ae4de733c98b25e6dd552f706f94ee87a. * test: Add Operator E2E tests for Feast Apply and Materialize functionality (#5389) Signed-off-by: Srihari <svenkata@redhat.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> * docs: Add Operator Demo vids playlist & remote content-ref to registry readme (#5399) * feat: Improvements to Lambda materialization engine (#5379) * Set read_timeout for lambda client Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> * Handle empty return from offline store Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> * Add lambda read timeout retries Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> * Add error handling in Lambda materialization engine Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> * Fix error handling Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> --------- Signed-off-by: hkuepers <hanno.kuepers@ratepay.com> Co-authored-by: hkuepers <hanno.kuepers@ratepay.com> * feat: Support dual-mode REST and gRPC for Feast Registry Server (#5396) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: SQLite online retrieval. Add timezone info into timestamp. (#5386) add timezone info into timestamp Signed-off-by: Artem Petrov <58334441+wckdman@users.noreply.github.com> * feat: Add support for data labeling in UI (#5409) * Add GenAI documentation page to Introduction section Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Move GenAI page to getting-started directory and update SUMMARY.md Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update SUMMARY.md * Update genai.md * Add unstructured data transformation and Spark integration details to GenAI documentation Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update genai.md * Add document labeling functionality to Feast UI - Create dedicated document labeling page for RAG text chunk annotation - Add DocumentLabelingPage.tsx with text selection and highlighting - Implement backend endpoint for reading document files - Add document labeling infrastructure with DocumentLabel class - Support relevant/irrelevant labeling for RAG retrieval improvement - Include navigation integration and proper UI routing - Follow existing Feast UI patterns and design conventions Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Apply Python code formatting for document labeling files - Format Python files according to ruff standards - Fix whitespace and import ordering issues - Ensure compliance with Feast coding standards Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix Python test file formatting for CI lint check - Format 9 test files according to ruff standards - Resolve lint-python CI failure in PR #27 - Ensure all Python code meets formatting requirements Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Add light blue highlighting for selected text before labeling - Show light blue background when text is selected for labeling - Clean up temporary highlights when label is applied - Improve user experience with visual feedback for text selection Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix formatting issues for CI checks - Apply ruff formatting to feast/type_map.py - Apply prettier formatting to DocumentLabelingPage.tsx - Ensure all code follows project formatting standards Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix Python formatting issues for CI compliance - Apply ruff formatting to 21 Python files - Resolve lint-python CI failure by ensuring all files meet formatting standards - Files reformatted: feast/feature_store.py, feast/feature_view.py, and 19 others - Maintain code quality and consistency across the codebase Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix text selection errors by replacing DOM manipulation with React state management - Remove problematic range.surroundContents() logic that conflicted with React's virtual DOM - Replace manual DOM manipulation with pure React state management approach - Add light blue highlighting for temporary text selection using conditional rendering - Change file path from absolute to relative path (./src/test-document.txt) - Improve text selection reliability and follow React best practices - Resolve 'Failed to execute removeChild' errors during text selection Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat: Add data labeling tabs to UI (#5410) * Add GenAI documentation page to Introduction section Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Move GenAI page to getting-started directory and update SUMMARY.md Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update SUMMARY.md * hell 3.12.7 :wq d unstructured data transformation and Spark integration details to GenAI documentation Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update genai.md * Rename Document Labeling to Data Labeling with blue icon - Update sidebar navigation to show 'Data Labeling' instead of 'Document Labeling' - Add blue color (#006BB4) to Data Labeling icon to match other navbar icons - Update route from 'document-labeling' to 'data-labeling' - Update page title from 'Document Labeling for RAG' to 'Data Labeling for RAG' - Update custom tab types from DocumentLabeling to DataLabeling - Update test document text to reference 'data labeling functionality' Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add tabbed interface to Data Labeling with RAG and Classification tabs - Implement separate RAG and Classification tabs for Data Labeling page - Add RAG Context section with prompt and query text areas - Separate chunk extraction and generation labels into distinct H2 sections - Keep existing 'Label Selected Text' button for chunk extraction - Add long text area for ground truth label in 'Label for Generation' section - Implement Classification tab with CSV data loading and editing functionality - Maintain all existing text selection and highlighting functionality - Follow established UI patterns using EUI components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix save functionality and improve RagTab layout - Simplify save function with setTimeout to avoid protobuf errors - Improve filename extraction for JSON download - Maintain conditional rendering of RAG Context after document loading - Keep existing layout with Step 1 and Step 2 sections - Preserve 'Label Selected Text' button functionality Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix lint-python and unit-test-ui formatting issues - Fix import sorting in feature_server.py (ruff I001) - Remove trailing comma in RagTab.tsx imports - Resolve CI formatting failures Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix: Method signature for push_async is out of date (#5413) * feat: Add data labeling tabs to UI (#5410) * Add GenAI documentation page to Introduction section Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Move GenAI page to getting-started directory and update SUMMARY.md Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update SUMMARY.md * hell 3.12.7 :wq d unstructured data transformation and Spark integration details to GenAI documentation Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update genai.md * Rename Document Labeling to Data Labeling with blue icon - Update sidebar navigation to show 'Data Labeling' instead of 'Document Labeling' - Add blue color (#006BB4) to Data Labeling icon to match other navbar icons - Update route from 'document-labeling' to 'data-labeling' - Update page title from 'Document Labeling for RAG' to 'Data Labeling for RAG' - Update custom tab types from DocumentLabeling to DataLabeling - Update test document text to reference 'data labeling functionality' Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Add tabbed interface to Data Labeling with RAG and Classification tabs - Implement separate RAG and Classification tabs for Data Labeling page - Add RAG Context section with prompt and query text areas - Separate chunk extraction and generation labels into distinct H2 sections - Keep existing 'Label Selected Text' button for chunk extraction - Add long text area for ground truth label in 'Label for Generation' section - Implement Classification tab with CSV data loading and editing functionality - Maintain all existing text selection and highlighting functionality - Follow established UI patterns using EUI components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * Fix save functionality and improve RagTab layout - Simplify save function with setTimeout to avoid protobuf errors - Improve filename extraction for JSON download - Maintain conditional rendering of RAG Context after document loading - Keep existing layout with Step 1 and Step 2 sections - Preserve 'Label Selected Text' button functionality Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> * Fix lint-python and unit-test-ui formatting issues - Fix import sorting in feature_server.py (ruff I001) - Remove trailing comma in RagTab.tsx imports - Resolve CI formatting failures Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Signed-off-by: Rob Howley <rhowley@seatgeek.com> * fix: push_async feature store signature Signed-off-by: Rob Howley <rhowley@seatgeek.com> --------- Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Signed-off-by: Rob Howley <rhowley@seatgeek.com> Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat: Add feature view curl generator (#5415) * Add GenAI documentation page to Introduction section Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Move GenAI page to getting-started directory and update SUMMARY.md Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update SUMMARY.md * Add unstructured data transformation and Spark integration details to GenAI documentation Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com> * Update genai.md * feat: Add CURL Generator tab to Feature View pages - Add new CURL Generator tab that generates pre-populated CURL commands for /get-online-features endpoint - Configurable feature selection with checkboxes (all selected by default) - Features organized in rows of exactly 5 for better readability - Entity input fields with customizable comma-separated values - Configurable server URL with localStorage persistence across feature views - Copy to clipboard functionality for generated CURL commands - Real-time updates when feature selection, entity values, or server URL change - Follows existing UI patterns using Elastic UI components Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat: Refactor materialization engine (#5354) * move old materialization engines into compute engines Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * move old materialization engines into compute engines Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix the test Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix localcompute Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix localcompute Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix localcompute Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix localcompute Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * format Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix test Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix test Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix test Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix lint Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * fix lint Signed-off-by: HaoXuAI <sduxuhao@gmail.com> --------- Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * chore: Adding trending badge to README (#5417) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * fix: Add asyncio to integration test (#5418) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * fix: Fix NumPy - PyArrow array type mapping in Trino offline store (#5393) * feat: Added torch.Tensor as option for online and offline retrieval (#5381) * feat: Add torch.Tensor as option for online retrieval Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Add torch.Tensor as option for offline retrieval Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Handle PyTorch for CPU-only systems Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: Fix some UI package issues (#5421) Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Add MCP (Model Context Protocol) support for Feast feature server (#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 7e5e7d5ae4de733c98b25e6dd552f706f94ee87a. 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> * docs: Feast Operator documentation showing feature-server API interaction (#5392) A new TLS/Openshift based RBAC example, made Operator RBAC a NonTLS kubernetes example Signed-off-by: jyejare <jyejare@redhat.com> * fix: Fixed CurlGeneratorTab github theme type (#5425) * fix: Fixed CurlGeneratorTab github theme type Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: fix deltalake version depedenacy Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: Update numpy (#5427) * chore: update numpy Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: Reduce concurrency to save memory on runners Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR (#5420) feat: Allow to use env variable FEATURE_STORE_YAML_PATH and FEATURE_REPO_DIR Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Add missing conn.commit() in SnowflakeOnlineStore.online_write_batch (#5432) * chore: Remove dynamodb infraobject (#5442) * remove dynamo infra object proto stuff Signed-off-by: Rob Howley <rhowley@seatgeek.com> * remove refs in infra diff Signed-off-by: Rob Howley <rhowley@seatgeek.com> * run ruff Signed-off-by: Rob Howley <rhowley@seatgeek.com> * update proto imports and tests Signed-off-by: Rob Howley <rhowley@seatgeek.com> --------- Signed-off-by: Rob Howley <rhowley@seatgeek.com> Co-authored-by: Rob Howley <rhowley@seatgeek.com> * fix: Increase the Operator Manager memory limits and requests (#5441) Increase the Operator Manager memory limits Signed-off-by: jyejare <jyejare@redhat.com> * feat: Update Spark Compute read source node to be able to use other data sources (#5445) * feat: Make Spark Compute able to use other source Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * feat: Make Spark Compute able to use other source Signed-off-by: HaoXuAI <sduxuhao@gmail.com> --------- Signed-off-by: HaoXuAI <sduxuhao@gmail.com> * chore: Upgrade setuptools (#5447) * fix: Fix polling mechanism for TestApplyAndMaterialize (#5451) Signed-off-by: Srihari <svenkata@redhat.com> * feat: Allow to set registry server rest/grpc mode in operator (#5364) * feat: Allow to set registry server rest/grpc mode in operator Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * Apply suggestions from code review Use isRegistryServer Co-authored-by: Tommy Hughes IV <tchughesiv@gmail.com> Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore: rename RestAPIEnabled to RestAPI Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * test: Added test to verify registry with REST API enabled Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * test: Extend test to assert rest-api container args Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Added both grpc and rest flags Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Support seperate ports and service for rest-api Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Added check for remote registry of referenced FeatureStore Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * Apply suggestions from code review Co-authored-by: Tommy Hughes IV <tchughesiv@gmail.com> Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Created GetFeastRestServiceName method Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Refactor createRestService to reuse setService Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Handle service and port on grpc disable Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Added isRegistryRestEnabled and isRegistryGrpcEnabled methods Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Fixed rest server port Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Changes as per comments Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Handle tls mount for rest server Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * test: Added tests for field validations Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * test: Added tests for svc probe, container port and registry validations Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Co-authored-by: Tommy Hughes IV <tchughesiv@gmail.com> * docs: Add metadata info for feature_store.yaml (#5455) Signed-off-by: Shuchu Han <shuchu.han@gmail.com> * feat: Remote Write to Online Store completes client / server architecture (#5422) * Remote Write to Online Store Signed-off-by: jyejare <jyejare@redhat.com> * Comments Resolved and code shortened Signed-off-by: jyejare <jyejare@redhat.com> --------- Signed-off-by: jyejare <jyejare@redhat.com> * chore: Update development-guide.md * feat: Make batch_source optional in PushSource (#5440) (#5454) * Make batch_source optional in PushSource (#5440) Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * docs: make batch_source optional in PushSource Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * refactor: remove comment Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * fix: ensure batch_source is valid DataSource after null check Signed-off-by: snehsuresh <snehsuresh02@gmail.com> --------- Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * test: Add Feast Milvus Jupyter Notebook Execution for downstream testing (#5446) Signed-off-by: Srihari <svenkata@redhat.com> * feat: Serialization version 2 and below removed (#5435) * test: Add RHOAI upgrate test to validate feast apply and materialize functionality Signed-off-by: Srihari <svenkata@redhat.com> * feat: Enable materialization for ODFV Transform on Write (#5459) * feat: Enable materialization for ODFV Transform on Write Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Add HybridOnlineStore for multi-backend online store routing (#5423) * feat: Added HybridOnlineStore for multi-backend online store routing - Implements HybridOnlineStore, enabling routing of online feature operations to different backends based on a configurable tag (e.g., tribe, team, or project) on the FeatureView. - Adds support for specifying the routing tag name via the 'routing_tag' field in the online_store config, allowing flexible backend selection. - Supports multi-tenancy and flexible data management by allowing multiple online store backends in a single Feast deployment. - added documentation - fixed linter raised issues Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> * feat: Added HybridOnlineStore for multi-backend online store routing - Implements HybridOnlineStore, enabling routing of online feature operations to different backends based on a configurable tag (e.g., tribe, team, or project) on the FeatureView. - Adds support for specifying the routing tag name via the 'routing_tag' field in the online_store config, allowing flexible backend selection. - Supports multi-tenancy and flexible data management by allowing multiple online store backends in a single Feast deployment. - added documentation - fixed linter raised issues Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> --------- Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> Co-authored-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> * feat: Add feast rag retriver functionality (#5405) Add feast rag retriver functionality Signed-off-by: Fiona Waters <fiwaters6@gmail.com> * docs: Add rag-retriever example link to docs (#5465) Signed-off-by: Fiona Waters <fiwaters6@gmail.com> * feat: Support DynamoDB as online store in Go feature server (#5464) * feat: integrate dynamodb as onlinestore Signed-off-by: iamcodingcat <joyh951021@gmail.com> * refact: move serializeEntityKey method to common Signed-off-by: iamcodingcat <joyh951021@gmail.com> * chore: update mod, sum files Signed-off-by: iamcodingcat <joyh951021@gmail.com> * test: dummy commit for passing PR integration test Signed-off-by: iamcodingcat <joyh951021@gmail.com> --------- Signed-off-by: iamcodingcat <joyh951021@gmail.com> * fix: Update generate_answer function to provide correct parameter format to retrieve function Signed-off-by: Fiona Waters <fiwaters6@gmail.com> Co-authored by: Esa Fazal <efazal@redhat.com> * fix: Fix remote rbac integration tests (#5473) * fix: Fix remote rbac integration tests Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Spin up the only one instance of the keycloak Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * feat: Added Lineage APIs to get registry objects relationships (#5472) * feat: Added Lineage APIs to get registry objects relationships Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * docs: Added docs for rest api endpoints Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> --------- Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix: Fix list saved dataset api Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix(dask): preserve remote URIs (e.g. s3://) in DaskOfflineStore path resolution Signed-off-by: sanghyun <sanghyun9082@gmail.com> * fix: Add transformers in required dependencies Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * fix/enhancement: bugfix and add retry logic to dynamodb as onlinestore Signed-off-by: iamcodingcat <joyh951021@gmail.com> * fix: Fix Event loop is closed error on dynamodb test (#5480) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> * chore(release): release 0.50.0 # [0.50.0](https://github.com/feast-dev/feast/compare/v0.49.0...v0.50.0) (2025-06-30) ### Bug Fixes * Add asyncio to integration test ([#5418](https://github.com/feast-dev/feast/issues/5418)) ([6765515](https://github.com/feast-dev/feast/commit/67655154c618548ca3df6c49c95b0c695e19bfeb)) * Add clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map ([#5251](https://github.com/feast-dev/feast/issues/5251)) ([9ed2ffa](https://github.com/feast-dev/feast/commit/9ed2ffaeca7e42d5d3d0f7f5189f2f9249013eca)) * Add missing conn.commit() in SnowflakeOnlineStore.online_write_batch ([#5432](https://github.com/feast-dev/feast/issues/5432)) ([a83dd85](https://github.com/feast-dev/feast/commit/a83dd85f5db17ee96365e26fe8bae127007f37d1)) * Add transformers in required dependencies ([8cde460](https://github.com/feast-dev/feast/commit/8cde460491ee59a50a6949b9e2ec714eeeca32a5)) * Allow custom annotations on Operator installed objects ([#5339](https://github.com/feast-dev/feast/issues/5339)) ([44c7a76](https://github.com/feast-dev/feast/commit/44c7a76028530debd3c0cccb6467d741bd2c9765)) * Dask pulling of latest data ([#5229](https://github.com/feast-dev/feast/issues/5229)) ([571d81f](https://github.com/feast-dev/feast/commit/571d81f30578a4b60bb8dccbabb31e44df756328)) * **dask:** preserve remote URIs (e.g. s3://) in DaskOfflineStore path resolution ([2561cfc](https://github.com/feast-dev/feast/commit/2561cfc19447d843a97bbe15773b95a08920d581)) * Fix Event loop is closed error on dynamodb test ([#5480](https://github.com/feast-dev/feast/issues/5480)) ([fe0f671](https://github.com/feast-dev/feast/commit/fe0f6713abfee0bd13df754478bf875a2566052a)) * Fix lineage entity filtering ([#5321](https://github.com/feast-dev/feast/issues/5321)) ([0d05701](https://github.com/feast-dev/feast/commit/0d05701d2dda547af8be61b70cbfaa1d45bf08be)) * Fix list saved dataset api ([833696c](https://github.com/feast-dev/feast/commit/833696c79fa4067fdd4954c9b4189cbe0cf21261)) * Fix NumPy - PyArrow array type mapping in Trino offline store ([#5393](https://github.com/feast-dev/feast/issues/5393)) ([9ba9ded](https://github.com/feast-dev/feast/commit/9ba9ded702e70ab13b43eaa98ec19b4be7441587)) * Fix pandas 2.x compatibility issue of Trino offline store caused by removed Series.iteritems() method ([#5345](https://github.com/feast-dev/feast/issues/5345)) ([61e3e02](https://github.com/feast-dev/feast/commit/61e3e02c2114fde929417e3e8270935b7943f552)) * Fix polling mechanism for TestApplyAndMaterialize ([#5451](https://github.com/feast-dev/feast/issues/5451)) ([b512a74](https://github.com/feast-dev/feast/commit/b512a748f2304d1e2ca4c78f8750d7a44c3668e8)) * Fix remote rbac integration tests ([#5473](https://github.com/feast-dev/feast/issues/5473)) ([10879ec](https://github.com/feast-dev/feast/commit/10879ec5113dbd20a30be713d5f9a61ad8678768)) * Fix Trino offline store SQL in Jinja template ([#5346](https://github.com/feast-dev/feast/issues/5346)) ([648c53d](https://github.com/feast-dev/feast/commit/648c53dc64ad88077e49e56f0cfc70756d6a5824)) * Fixed CurlGeneratorTab github theme type ([#5425](https://github.com/feast-dev/feast/issues/5425)) ([5f15329](https://github.com/feast-dev/feast/commit/5f15329a03a4bc897c6aee306ef4506989768846)) * Increase the Operator Manager memory limits and requests ([#5441](https://github.com/feast-dev/feast/issues/5441)) ([6c94dbf](https://github.com/feast-dev/feast/commit/6c94dbfb97f121a2237216e7eb14a35272a151ed)) * Method signature for push_async is out of date ([#5413](https://github.com/feast-dev/feast/issues/5413)) ([28c3379](https://github.com/feast-dev/feast/commit/28c33793d214bda350b6ca058855dbf0726ca3b4)), closes [#5410](https://github.com/feast-dev/feast/issues/5410) [#006BB4](https://github.com/feast-dev/feast/issues/006BB4) * Operator - support securityContext override at Pod level ([#5325](https://github.com/feast-dev/feast/issues/5325)) ([33ea0f5](https://github.com/feast-dev/feast/commit/33ea0f5aaa9c55eae9ff920b5b154e9681227a00)) * Pybuild-deps throws errors w/ latest pip version ([#5311](https://github.com/feast-dev/feast/issues/5311)) ([f2d6a67](https://github.com/feast-dev/feast/commit/f2d6a67b630cffbf43bc1f8495daa2431f307649)) * Reopen for integration test about add s3 storage-based registry store in Go feature server ([#5352](https://github.com/feast-dev/feast/issues/5352)) ([ef75f61](https://github.com/feast-dev/feast/commit/ef75f61936c86169e55a8c1a224b06b08ef79b96)) * resolve Python logger warnings ([#5361](https://github.com/feast-dev/feast/issues/5361)) ([37d5c19](https://github.com/feast-dev/feast/commit/37d5c196f678a90810aa98f3a3e5b1a3bffb7927)) * The ignore_paths not taking effect duration feast apply ([#5353](https://github.com/feast-dev/feast/issues/5353)) ([e4917ca](https://github.com/feast-dev/feast/commit/e4917ca80611ca3560a37ade1a80c41b0d1ea6f9)) * Update generate_answer function to provide correct parameter format to retrieve function ([dc5b2af](https://github.com/feast-dev/feast/commit/dc5b2af825ac33f58d0643cdcca0bf4261ec52a1)) * Update milvus connect function to work with remote instance ([#5382](https://github.com/feast-dev/feast/issues/5382)) ([7e5e7d5](https://github.com/feast-dev/feast/commit/7e5e7d5ae4de733c98b25e6dd552f706f94ee87a)) * Updating milvus connect function to work with remote instance ([#5401](https://github.com/feast-dev/feast/issues/5401)) ([b89fadd](https://github.com/feast-dev/feast/commit/b89faddf430826b72d47ad4015f021a5c065092d)) * Upperbound limit for protobuf generation ([#5309](https://github.com/feast-dev/feast/issues/5309)) ([a114aae](https://github.com/feast-dev/feast/commit/a114aae22c75cc8d1ea9664e0170ea49857a941e)) ### Features * Add CLI, SDK, and API documentation page to Feast UI ([#5337](https://github.com/feast-dev/feast/issues/5337)) ([203e888](https://github.com/feast-dev/feast/commit/203e8889d2d75080680491905f05fe200ba38f21)) * Add dark mode toggle to Feast UI ([#5314](https://github.com/feast-dev/feast/issues/5314)) ([ad02e46](https://github.com/feast-dev/feast/commit/ad02e460f23a19d6abab875cede6a06a9d2c1a27)) * Add data labeling tabs to UI ([#5410](https://github.com/feast-dev/feast/issues/5410)) ([389ceb7](https://github.com/feast-dev/feast/commit/389ceb7b2dd947ccd549ff5ecb792395c6971430)), closes [#006BB4](https://github.com/feast-dev/feast/issues/006BB4) * Add Decimal to allowed python scalar types ([#5367](https://github.com/feast-dev/feast/issues/5367)) ([4777c03](https://github.com/feast-dev/feast/commit/4777c03dc2b877150bab96aac6fdc798a7a3d69d)) * Add feast rag retriver functionality ([#5405](https://github.com/feast-dev/feast/issues/5405)) ([0173033](https://github.com/feast-dev/feast/commit/0173033ca93d9fefd0fe1d8db5979a9090f56fb2)) * Add feature view curl generator ([#5415](https://github.com/feast-dev/feast/issues/5415)) ([7a5b48f](https://github.com/feast-dev/feast/commit/7a5b48f1a3a5f050010650b8084e86e0cf4ed58d)) * Add feature view lineage tab and filtering to home page lineage ([#5308](https://github.com/feast-dev/feast/issues/5308)) ([308255d](https://github.com/feast-dev/feast/commit/308255d0f1aaa4a94ee3271e764fc94b05818098)) * Add feature view tags to dynamo tags ([#5291](https://github.com/feast-dev/feast/issues/5291)) ([3a787ac](https://github.com/feast-dev/feast/commit/3a787acbe5c4e54a523b87740520c135894c7f0c)) * Add HybridOnlineStore for multi-backend online store routing ([#5423](https://github.com/feast-dev/feast/issues/5423)) ([ebd67d1](https://github.com/feast-dev/feast/commit/ebd67d1a46041310c5d3c5a1050061767e04e534)) * Add max_file_size to Snowflake config ([#5377](https://github.com/feast-dev/feast/issues/5377)) ([e8cdf5d](https://github.com/feast-dev/feast/commit/e8cdf5d12847d8cbc91027244415eee2db66e492)) * Add MCP (Model Context Protocol) support for Feast feature server ([#5406](https://github.com/feast-dev/feast/issues/5406)) ([de650de](https://github.com/feast-dev/feast/commit/de650def7b4e9b2e2b0532938fe72b7f0891b33d)), closes [#5398](https://github.com/feast-dev/feast/issues/5398) [#5382](https://github.com/feast-dev/feast/issues/5382) [#5389](https://github.com/feast-dev/feast/issues/5389) [#5401](https://github.com/feast-dev/feast/issues/5401) * Add rag project to default dev UI ([#5323](https://github.com/feast-dev/feast/issues/5323)) ([3b3e1c8](https://github.com/feast-dev/feast/commit/3b3e1c8eb82bd1a2bfdf90060153bbcb2dbd5693)) * Add s3 storage-based registry store in Go feature server ([#5336](https://github.com/feast-dev/feast/issues/5336)) ([abe18df](https://github.com/feast-dev/feast/commit/abe18dfca23e95795af032b4852d93c313e0b526)) * Add support for data labeling in UI ([#5409](https://github.com/feast-dev/feast/issues/5409)) ([d183c4b](https://github.com/feast-dev/feast/commit/d183c4bac341aa78a75d76bfaa40730587b1b0b0)), closes [#27](https://github.com/feast-dev/feast/issues/27) * Added Lineage APIs to get registry objects relationships ([#5472](https://github.com/feast-dev/feast/issues/5472)) ([be004ef](https://github.com/feast-dev/feast/commit/be004ef8e769652a6ffb82b70b8c002766036e3f)) * Added rest-apis serving option for registry server ([#5342](https://github.com/feast-dev/feast/issues/5342)) ([9740fd1](https://github.com/feast-dev/feast/commit/9740fd1ac0361b2089a715a132aa7b4ad079464b)) * Added torch.Tensor as option for online and offline retrieval ([#5381](https://github.com/feast-dev/feast/issues/5381)) ([0b4ae95](https://github.com/feast-dev/feast/commit/0b4ae957d131baf874065723305a039979c492d1)) * Adding feast delete to CLI ([#5344](https://github.com/feast-dev/feast/issues/5344)) ([19fe3ac](https://github.com/feast-dev/feast/commit/19fe3acdb8134500018ea517b90f5011ca4bae7f)) * Adding permissions to UI and refactoring some things ([#5320](https://github.com/feast-dev/feast/issues/5320)) ([6f1b0cc](https://github.com/feast-dev/feast/commit/6f1b0cc2812cddb3a7acc2e175c4359b18f0c3c2)) * Allow to set registry server rest/grpc mode in operator ([#5364](https://github.com/feast-dev/feast/issues/5364)) ([99afd6d](https://github.com/feast-dev/feast/commit/99afd6d2582af3989cbc9d68f1015a4d9701cd36)) * Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR ([#5420](https://github.com/feast-dev/feast/issues/5420)) ([6a1b33a](https://github.com/feast-dev/feast/commit/6a1b33a9a1237a83b0cebb114d3965405bd232fc)) * Enable materialization for ODFV Transform on Write ([#5459](https://github.com/feast-dev/feast/issues/5459)) ([3d17892](https://github.com/feast-dev/feast/commit/3d17892fe49352ab270c4b70932141c5e5d4acde)) * Improve search results formatting ([#5326](https://github.com/feast-dev/feast/issues/5326)) ([18cbd7f](https://github.com/feast-dev/feast/commit/18cbd7fe40bfdc74bcf9f873cef16ca93d50abd4)) * Improvements to Lambda materialization engine ([#5379](https://github.com/feast-dev/feast/issues/5379)) ([b486f29](https://github.com/feast-dev/feast/commit/b486f2920a5c88852892e1c5455b58e922af2ee7)) * Make batch_source optional in PushSource ([#5440](https://github.com/feast-dev/feast/issues/5440)) ([#5454](https://github.com/feast-dev/feast/issues/5454)) ([ae7e20e](https://github.com/feast-dev/feast/commit/ae7e20e0e0bec410f16b36be907a158ada58e178)) * Refactor materialization engine ([#5354](https://github.com/feast-dev/feast/issues/5354)) ([f5c5360](https://github.com/feast-dev/feast/commit/f5c5360bb9abcb9ae8129b3cf661304cf868e3f1)) * Remote Write to Online Store completes client / server architecture ([#5422](https://github.com/feast-dev/feast/issues/5422)) ([2368f42](https://github.com/feast-dev/feast/commit/2368f4291dbb75a15159124380cd86ab6edbff10)) * Serialization version 2 and below removed ([#5435](https://github.com/feast-dev/feast/issues/5435)) ([9e50e18](https://github.com/feast-dev/feast/commit/9e50e188a1b94d4436b53649cdc294cff55f4870)) * SQLite online retrieval. Add timezone info into timestamp. ([#5386](https://github.com/feast-dev/feast/issues/5386)) ([6b05153](https://github.com/feast-dev/feast/commit/6b051537535cd9f4cd5090a17a43124cd9ae821b)) * Support dual-mode REST and gRPC for Feast Registry Server ([#5396](https://github.com/feast-dev/feast/issues/5396)) ([fd1f448](https://github.com/feast-dev/feast/commit/fd1f44898ad85769af7ef2a082c47c1ea76e1cbd)) * Support DynamoDB as online store in Go feature server ([#5464](https://github.com/feast-dev/feast/issues/5464)) ([40d25c6](https://github.com/feast-dev/feast/commit/40d25c62e19283396c410cb0ea1ca8eb119b6002)) * Update Spark Compute read source node to be able to use other data sources ([#5445](https://github.com/feast-dev/feast/issues/5445)) ([a93d300](https://github.com/feast-dev/feast/commit/a93d30015b1b6df879c12a237d3712d94f9f6f24)) ### Reverts * Feat: Add CLI, SDK, and API documentation page to Feast UI" ([#5341](https://github.com/feast-dev/feast/issues/5341)) ([b492f14](https://github.com/feast-dev/feast/commit/b492f14c3fec7313807f426c3c070ea62e7c9dcb)), closes [#5337](https://github.com/feast-dev/feast/issues/5337) * Revert "feat: Add s3 storage-based registry store in Go feature server" ([#5351](https://github.com/feast-dev/feast/issues/5351)) ([d5d6766](https://github.com/feast-dev/feast/commit/d5d6766c5cb02a2292ea42e3ee648a005af8a61a)), closes [#5336](https://github.com/feast-dev/feast/issues/5336) * Revert "fix: Update milvus connect function to work with remote instance" ([#5398](https://github.com/feast-dev/feast/issues/5398)) ([434dd92](https://github.com/feast-dev/feast/commit/434dd92fa72660ff59fd20219970f4ef6de63d67)), closes [#5382](https://github.com/feast-dev/feast/issues/5382) * revert: Chore Release "ch…
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters
Show hidden characters
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

franciscojavierarceo franciscojavierarceo approved these changes
ntkathole ntkathole left review comments
HaoXuAI HaoXuAI left review comments
redhatHameed redhatHameed left review comments
+1 more reviewer
jyejare jyejare left review comments
Reviewers whose approvals may not affect merge requirements

Assignees

No one assigned

Labels

None yet

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

Enable MCP support for Feast

8 participants

Footer

© 2026 GitHub, Inc.