GV

GeezerVison

The World Wide Web, restored to 800 pixels of glory.

Home|About|Gaming cabinet|Archives|How it works|Starter sites

On this site

  • Sign in
  • ActionsCI/CD and automation
  • CodespacesCloud development environments
  • All Features
  • Documentation
  • Training
  • Certifications
  • Build with Copilot
  • Customize Copilot
  • Integrations
  • Trending repos
  • GitHub Sponsors
  • Developer articles
  • Enterprises

This view

  • Original page
  • New address

GeezerVison is showing github.com (truncated) — feat: Feast Security Model (aka RBAC) by dmartinol · Pull Request #4380 · feast-dev/feast

Conversation

@dmartinol

@dmartinol dmartinol commented Aug 5, 2024 •
edited
Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link
Copy Markdown
Contributor

What this PR does / why we need it:

This PR proposes a permission model to enable the store administrator to identify which users are allowed to execute operations on each managed resource.

Granular permission enforcement identifies user roles (*) allowed to execute requested operations on
resources matched by type, optional name patterns, and tags:

Permission(
    name="reader",
    types=[FeatureView],
    name_pattern=".*risky.*",
    policy=RoleBasedPolicy(roles=["trusted"]),
    actions=[AuthzedAction.QUERY_OFFLINE],
)

Such resource partitioning allows teams working on the same set of features to share the same feature store, mitigating the risk of unexpected changes due to unauthorized operations.

The PR also adds support for managing authorization tokens from either OIDC or Kubernetes, in a configurable way.

Permission authorization enforcement is performed when requests are executed through one of the Feast (Python) servers:

  • The online feature server (REST)
  • The offline feature server (Arrow Flight)
  • The registry server (grpc)
project: foo
registry: "registry.db"
provider: local
online_store:
  path: foo
entity_key_serialization_version: 2
auth:
  type: kubernetes

To avoid backward incompatibility with existing installations, the default authorization is not enabled (e.g., auth type
is set to no-auth) .

Feast clients can use the same configuration options to automatically retrieve the token from the authorization server
and transparently secure all the remote requests. This pattern allows the client to use the authorization infrastructure without affecting the business code.

By design, only the client requests are validated: once the endpoint execution is permitted for the original client request,
all the next service-to-service requests generated by the execution flow are automatically allowed.

Validation is typically implemented within the endpoint functions using an assertion-like style:

        assert_permissions(
            resource=FeatureView.from_proto(request.feature_view),
            actions=[AuthzedAction.WRITE_ONLINE],
        )

The PR also includes:

  • Docs update to provide general description of the feature
  • Unit test for all the new modules
  • Integration tests to verify the server behavior while adding the authorization components
  • New permission CLI command with sub-commands to explore and troubleshoot the permissions settings

Fully working examples both Kubernetes and OIDC authorization will be in another next PR.

(*) Match by role is the predefined option, but it can be customized to support any other user validation.

Other features coming soon

  • Feature flag to override the store configuration and disable any permission validation
  • Export validation metrics to telemetry collectors (related to feat: Instrument Feast using Prometheus and OpenTelemetry #4366)

Which issue(s) this PR fixes:

Fixes #4198

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
tokoko, redhatHameed, tchughesiv, and lokeshrangineni reacted with rocket emoji
All reactions
  • 🚀 4 reactions
@dmartinol dmartinol changed the title Feast Security Model (aka RBAC) feat: Feast Security Model (aka RBAC) Aug 5, 2024
@redhatHameed
redhatHameed force-pushed the feast-rbac branch 3 times, most recently from 13c57d4 to c456222 Compare August 5, 2024 16:27
@dmartinol
dmartinol marked this pull request as ready for review August 5, 2024 17:24
@tokoko

tokoko commented Aug 5, 2024

Copy link
Copy Markdown
Collaborator

This is gonna take a while 😄
jeremyary, lokeshrangineni, and franciscojavierarceo reacted with thumbs up emoji dmartinol reacted with laugh emoji
All reactions
  • 👍 3 reactions
  • 😄 1 reaction

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
tokoko
tokoko reviewed Aug 5, 2024
View reviewed changes
Comment thread sdk/python/feast/registry_server.py Resolved

Uh oh!

There was an error while loading. Please reload this page.
tokoko
tokoko reviewed Aug 5, 2024
View reviewed changes
Comment thread setup.py Resolved

Uh oh!

There was an error while loading. Please reload this page.
tokoko
tokoko reviewed Aug 5, 2024
View reviewed changes
Comment thread protos/feast/core/Permission.proto Resolved

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed
redhatHameed reviewed Aug 5, 2024
View reviewed changes
Comment thread examples/rbac/client/admin_user_resources.yaml Resolved

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed
redhatHameed reviewed Aug 5, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed
redhatHameed reviewed Aug 5, 2024
View reviewed changes
Comment thread docs/reference/registry/registry-permissions.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
@jeremyary jeremyary added the ok-to-test label Aug 6, 2024
@tmihalac
tmihalac force-pushed the feast-rbac branch from 1ed6477 to 377fce1 Compare August 6, 2024 16:41
@redhatHameed
redhatHameed force-pushed the feast-rbac branch from e7b67ce to 5674629 Compare August 6, 2024 17:45
@haoxu0

haoxu0 commented Aug 6, 2024

Copy link
Copy Markdown
Collaborator

Hey, this is a great feature and also a big PR. Maybe it's better to walk us through the design, implementation, demo etc. in the next standup to get us understanding it better?
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@redhatHameed

redhatHameed commented Aug 6, 2024 •
edited
Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link
Copy Markdown
Contributor

Hey, this is a great feature and also a big PR. Maybe it's better to walk us through the design, implementation, demo etc. in the next standup to get us understanding it better?

sure, this will be a good idea.
cc @jeremyary @dmartinol
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@redhatHameed
redhatHameed force-pushed the feast-rbac branch 2 times, most recently from 9b8f88d to 0a3a3ba Compare August 7, 2024 13:13
@dmartinol

dmartinol commented Aug 7, 2024 •
edited
Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link
Copy Markdown
Contributor Author

@tokoko we realized that when the remote registry (transparently) invokes a server API, there's no way to catch a FeatureViewNotFoundException as in this example, because the server raises an InactiveRpcError instead.

Should we create an issue to extend the registry server to add error details and the registry client to convert the grpc error into the original Exception? I don't think this has to be part of the RBAC commit.

@redhatHameed FYI this is also the root cause of the error in the demo setup

An error occurred: <_InactiveRpcError of RPC that terminated with:
        status = StatusCode.UNKNOWN
        details = "Exception calling application: Feature view driver_hourly_stats_fresh does not exist in project server"
        debug_error_string = "UNKNOWN:Error received from peer  {grpc_message:"Exception calling application: Feature view driver_hourly_stats_fresh does not exist in project server", grpc_status:2, created_time:"2024-08-07T15:00:29.930731564+00:00"}"
>
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@tokoko

tokoko commented Aug 7, 2024

Copy link
Copy Markdown
Collaborator

@dmartinol sure, sounds like a bug to me. That should be tested in registry tests as well, I think. please go ahead and create a ticket.
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@franciscojavierarceo

franciscojavierarceo commented Aug 7, 2024

Copy link
Copy Markdown
Member

In the PR template you say

"To avoid backward compatibilities with existing installations, the default authorization is not enabled (e.g., auth type is set to no-auth) ."

Did you mean "To avoid backward incompatibility with.."
dmartinol reacted with thumbs up emoji
All reactions
  • 👍 1 reaction

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/SUMMARY.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 7, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated

## Introduction

Role-Based Access Control (RBAC) is a security mechanism that restricts access to resources based on the roles of individual users within an organization. In the context of the Feast Feature Store, RBAC ensures that only authorized users or groups can access or modify specific resources, thereby maintaining data security and operational integrity.

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Suggested change
Role-Based Access Control (RBAC) is a security mechanism that restricts access to resources based on the roles of individual users within an organization. In the context of the Feast Feature Store, RBAC ensures that only authorized users or groups can access or modify specific resources, thereby maintaining data security and operational integrity.
Role-Based Access Control (RBAC) is a security mechanism that restricts access to resources based on the roles of individual users within an organization. In the context of the Feast Feature Store, RBAC ensures that only authorized users or groups can access or modify specific resources, thereby maintaining data security and operational integrity.
Suggested change
Role-Based Access Control (RBAC) is a security mechanism that restricts access to resources based on the roles of individual users within an organization. In the context of the Feast Feature Store, RBAC ensures that only authorized users or groups can access or modify specific resources, thereby maintaining data security and operational integrity.
Role-Based Access Control (RBAC) is a security mechanism that restricts access to resources based on the roles of individual users within an organization. In the context of the Feast, RBAC ensures that only authorized users or groups can access or modify specific resources, thereby maintaining data security and operational integrity.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated

## Functional Requirements

The RBAC implementation in Feast Feature Store is designed to:

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Suggested change
The RBAC implementation in Feast Feature Store is designed to:
The RBAC implementation in Feast is designed to:

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated

## Business Goals

The primary business goals of implementing RBAC in the Feast Feature Store are:

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Suggested change
The primary business goals of implementing RBAC in the Feast Feature Store are:
The primary business goals of implementing RBAC in the Feast are:

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated

The primary business goals of implementing RBAC in the Feast Feature Store are:

1. **Feature Sharing**: Enable multiple teams to share the feature store while ensuring controlled access to data partitions. This allows for collaborative work without compromising data security.

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Suggested change
1. **Feature Sharing**: Enable multiple teams to share the feature store while ensuring controlled access to data partitions. This allows for collaborative work without compromising data security.
1. **Feature Sharing**: Enable multiple teams to share the feature store while ensuring controlled access. This allows for collaborative work without compromising data security.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated

## Reference Architecture

The Feast Feature Store operates as a collection of connected services, each enforcing authorization permissions. The architecture is designed as a distributed microservices system with the following key components:

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Suggested change
The Feast Feature Store operates as a collection of connected services, each enforcing authorization permissions. The architecture is designed as a distributed microservices system with the following key components:
Feast operates as a collection of connected services, each enforcing authorization permissions. The architecture is designed as a distributed microservices system with the following key components:

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md

The Feast Feature Store operates as a collection of connected services, each enforcing authorization permissions. The architecture is designed as a distributed microservices system with the following key components:

- **Service Endpoints**: These enforce authorization permissions, ensuring that only authorized requests are processed.

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Can you confirm that these three are correct? i know this was generated with an LLM (which is fine!) but I think some of this may not be right.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions

@redhatHameed redhatHameed Aug 20, 2024

Copy link
Copy Markdown
Contributor

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

that's correct, simplified it more .

note Service-to-Service Communication this feature not yet part of this PR will be implementation next PRs.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread docs/getting-started/architecture/rbac.md Outdated
- **Action**: A logical operation performed on a resource, such as Create, Describe, Update, Delete, query, or write operations.
- **Policy**: A set of rules that enforce authorization decisions on resources. The default implementation uses role-based policies.

### Configuring Permissions

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as the architecture is meant to give a motivation and not the implementation details.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
franciscojavierarceo
franciscojavierarceo requested changes Aug 20, 2024
View reviewed changes

@franciscojavierarceo franciscojavierarceo left a comment

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Last changes. The architecture section should be pretty high level. I believe some of what you added to a PR is included in other documentation. If it's not, can you add it to the components section? I like the documentation, I just think it's better served under the components section.

After that I think we're good.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions
Comment thread docs/getting-started/architecture/rbac.md Outdated
)
```

### Enforcing Permission Policy

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as well.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
Comment thread docs/getting-started/architecture/rbac.md Outdated
Comment on lines +64 to +73
```python
assert_permissions(
resource=feature_service,
actions=[AuthzedAction.QUERY_ONLINE]
)
```

## Use Cases

### Tag-Based Permission

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as well.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
Comment thread docs/getting-started/architecture/rbac.md Outdated
)
```

### Name-Based Permission

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as well.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
Comment thread docs/getting-started/architecture/rbac.md Outdated
3. **Policy Enforcer**: Validates the secured endpoint against the retrieved user details.
4. **Token Injector**: Adds the authorization token to each secured request header.

### OIDC Authorization

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as well.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
Comment thread docs/getting-started/architecture/rbac.md Outdated
auth_server_url: _OIDC_SERVER_URL_
```

### Kubernetes Authorization

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Please remove this section as well.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with thumbs up emoji
All reactions
  • 👍 1 reaction
@lokeshrangineni
Reducing the markers from 8 to 4 to see if it fixes the issues with m…
5534044 
…emory.

Signed-off-by: Lokesh Rangineni <[email protected]>
@redhatHameed

redhatHameed commented Aug 20, 2024 •
edited
Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link
Copy Markdown
Contributor

Last changes. The architecture section should be pretty high level. I believe some of what you added to a PR is included in other documentation. If it's not, can you add it to the components section? I like the documentation, I just think it's better served under the components section.

After that I think we're good.

Agreed was repetition these are already aded into components section, hence removed from here.
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@redhatHameed
redhatHameed force-pushed the feast-rbac branch from bd1a3f0 to 54a3aa6 Compare August 20, 2024 20:47
franciscojavierarceo
franciscojavierarceo reviewed Aug 20, 2024
View reviewed changes
Comment thread README.md
[![License](https://img.shields.io/badge/License-Apache%202.0-blue)](https://github.com/feast-dev/feast/blob/master/LICENSE)
[![GitHub Release](https://img.shields.io/github/v/release/feast-dev/feast.svg?style=flat&sort=semver&color=blue)](https://github.com/feast-dev/feast/releases)

## Join us on Slack!

@franciscojavierarceo franciscojavierarceo Aug 20, 2024

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Can you revert this change?

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions

@redhatHameed redhatHameed Aug 20, 2024

Copy link
Copy Markdown
Contributor

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Done.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
All reactions
@redhatHameed
addresses feedback on rbac doc
09893af 
Signed-off-by: Abdul Hameed <[email protected]>
@redhatHameed
redhatHameed force-pushed the feast-rbac branch from 54a3aa6 to 09893af Compare August 20, 2024 21:18
redhatHameed added 2 commits August 20, 2024 17:58
@redhatHameed
rename action name from QUERY to READ
2581335 
Signed-off-by: Abdul Hameed <[email protected]>
@redhatHameed
Merge pull request #84 from redhatHameed/query-to-read
f04150a
franciscojavierarceo
franciscojavierarceo reviewed Aug 21, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 21, 2024
View reviewed changes
Comment thread docs/getting-started/concepts/permission.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 21, 2024
View reviewed changes
Comment thread docs/reference/feature-servers/offline-feature-server.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
franciscojavierarceo
franciscojavierarceo reviewed Aug 21, 2024
View reviewed changes
Comment thread docs/reference/feature-servers/offline-feature-server.md Resolved

Uh oh!

There was an error while loading. Please reload this page.
@redhatHameed
fix the doc to replace query with read
3f1cd9c 
Signed-off-by: Abdul Hameed <[email protected]>
franciscojavierarceo
franciscojavierarceo approved these changes Aug 21, 2024
View reviewed changes

@franciscojavierarceo franciscojavierarceo left a comment

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

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

Amazing work here, thanks for taking in all of the changes!

/lgtm

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
redhatHameed reacted with hooray emoji redhatHameed reacted with heart emoji
All reactions
  • 🎉 1 reaction
  • ❤️ 1 reaction
@redhatHameed

redhatHameed commented Aug 21, 2024 •
edited
Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link
Copy Markdown
Contributor

@tokoko @franciscojavierarceo Thanks for taking time to review and approve this

Next PRs will handle:

  1. Working examples of RBAC configuration with OIDC and Kubernetes.
  2. Solution for intra-service communication
  3. Fix the dependencies to make it not required in setup.py
  4. Refactoring the OIDC authentication to use discovery URL

Also if there is no any further concern can you merge this Thanks

cc @jeremyary @dandawg
All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.
@franciscojavierarceo
franciscojavierarceo merged commit 1771f66 into feast-dev:master Aug 21, 2024
@redhatHameed redhatHameed mentioned this pull request Sep 12, 2024
chore: Migrate from setup.py to pyproject.toml #4478
Closed
franciscojavierarceo pushed a commit that referenced this pull request Oct 26, 2024
@feast-ci-bot
chore(release): release 0.41.0
e02e8dc 
# [0.41.0](v0.40.0...v0.41.0) (2024-10-26)

* chore!: Update @elastic/eui and @emotion/react in Feast UI ([#4597](#4597)) ([b9ddbf9](b9ddbf9))

### Bug Fixes

* Add --chdir to test_workflow.py ([#4453](#4453)) ([6b2f026](6b2f026))
* Add feast-operator files to semantic-release script ([#4382](#4382)) ([8eceff2](8eceff2))
* Add feast-operator Makefile to semantic-release script ([#4424](#4424)) ([d18d01d](d18d01d))
* Added Offline Store Arrow client errors handler ([#4524](#4524)) ([7535b40](7535b40))
* Added Online Store REST client errors handler ([#4488](#4488)) ([2118719](2118719))
* Added Permission API docs ([#4485](#4485)) ([2bd03fa](2bd03fa))
* Added support for multiple name patterns to Permissions ([#4633](#4633)) ([f05e928](f05e928))
* Adding protobuf<5 as a required dependency due to snowflake limitations ([#4537](#4537)) ([cecca83](cecca83))
* Avoid the python 3.9+ threadpool cleanup bug ([#4627](#4627)) ([ba05893](ba05893))
* Bigquery dataset create table disposition ([#4649](#4649)) ([58e03d1](58e03d1))
* Changes template file path to relative path ([#4624](#4624)) ([3e313b1](3e313b1))
* Check for snowflake functions when setting up materialization engine ([#4456](#4456)) ([c365b4e](c365b4e))
* Correctly handle list values in _python_value_to_proto_value ([#4608](#4608)) ([c0a1026](c0a1026))
* Default to pandas mode if not specified in ODFV proto in database ([#4420](#4420)) ([d235832](d235832))
* Deleting data from feast_metadata when we delete project ([#4550](#4550)) ([351a2d0](351a2d0))
* Disable active_timer When registry_ttl_sec is 0 ([#4499](#4499)) ([c94f32f](c94f32f))
* Escape special characters in the Postgres password ([#4394](#4394)) ([419ca5e](419ca5e))
* FeastExtrasDependencyImportError when using SparkOfflineStore without S3 ([#4594](#4594)) ([1ba94f7](1ba94f7))
* Fix Feast project name test ([#4685](#4685)) ([9f41fd6](9f41fd6))
* Fix for SQL registry initialization fails [#4543](#4543) ([#4544](#4544)) ([4e2eacc](4e2eacc))
* Fix gitignore issue ([#4674](#4674)) ([2807dfa](2807dfa))
* Fix online pg import ([#4581](#4581)) ([1f17caa](1f17caa))
* Fix the mypy type check issue. ([#4498](#4498)) ([7ecc615](7ecc615))
* Fix vector store config ([#4583](#4583)) ([11c00d4](11c00d4))
* Fixes validator field access for 'project_id' in BigQuery offline Store ([#4509](#4509)) ([9a0398e](9a0398e))
* Fixing failure of protos during ODFV transformations for missing entities ([#4667](#4667)) ([41aaeeb](41aaeeb))
* Fixing the master branch build failure. ([#4563](#4563)) ([0192b2e](0192b2e))
* Hao xu request source timestamp_field ([#4495](#4495)) ([96344b2](96344b2))
* Ignore the type check as both functions calls are not belonging to Feast code. ([#4500](#4500)) ([867f532](867f532))
* Import grpc only for type checking in errors.py ([#4533](#4533)) ([f308572](f308572))
* Initial commit targetting grpc registry server ([#4458](#4458)) ([484240c](484240c)), closes [#4465](#4465)
* Links to the RBAC documentation under Concepts and Components ([#4430](#4430)) ([0a48f7b](0a48f7b))
* Locate feature_store.yaml from __file__ ([#4443](#4443)) ([20290ce](20290ce))
* Logger settings for feature servers and updated logger for permission flow ([#4531](#4531)) ([50b8f23](50b8f23))
* Move tslib from devDependencies to dependencies in Feast UI ([#4525](#4525)) ([c5a4d90](c5a4d90))
* Null value compatibility for unit timestamp list value type ([#4378](#4378)) ([8f264b6](8f264b6))
* Patch FAISS online return signature ([#4671](#4671)) ([0d45e95](0d45e95))
* Quickstart documentation changes ([#4618](#4618)) ([7ac0908](7ac0908))
* Refactor auth_client_manager_factory.py in function get_auth_client_m… ([#4505](#4505)) ([def8633](def8633))
* Remote apply using offline store ([#4559](#4559)) ([ac62a32](ac62a32))
* Remove Feast UI TypeScript dependencies from `peerDependencies` and `dependencies` ([#4554](#4554)) ([e781e16](e781e16))
* Remove unnecessary peer dependencies from Feast UI ([#4577](#4577)) ([9ac7f4e](9ac7f4e))
* Removed protobuf as a required dependency ([#4535](#4535)) ([0fb76e9](0fb76e9))
* Removed the k8s dependency from required dependencies ([#4519](#4519)) ([3073ea5](3073ea5))
* Removed usage of pull_request_target as much as possible to prevent security concerns ([#4549](#4549)) ([3198371](3198371))
* Replaced ClusterRoles with local RoleBindings ([#4625](#4625)) ([ca9fb9b](ca9fb9b))
* Retire pytz library ([#4406](#4406)) ([23c6c86](23c6c86))
* Typos related to k8s ([#4442](#4442)) ([dda0088](dda0088))
* Update java testcontainers to use Compose V2 ([#4381](#4381)) ([9a33fce](9a33fce))
* Update min versions for pyarrow and protobuf ([#4646](#4646)) ([c7ddd4b](c7ddd4b))
* Update react-router-dom to 6.3.0 and restrict its version in Feast UI ([#4556](#4556)) ([4293608](4293608)), closes [#3794](#3794) [/github.com/remix-run/react-router/blob/main/CHANGELOG.md#v630](https://github.com//github.com/remix-run/react-router/blob/main/CHANGELOG.md/issues/v630)
* Update the base image for feature-server. ([#4576](#4576)) ([0390d8a](0390d8a))
* Update the base image of materilization engine. ([#4580](#4580)) ([f8592d8](f8592d8))
* Updated README link ([#4669](#4669)) ([35fbdc9](35fbdc9))
* Updating the documentation and adding tests for project length ([#4628](#4628)) ([945b0fa](945b0fa))
* Using get_type_hints instead of inspect signature for udf return annotation  ([#4391](#4391)) ([3a32e8a](3a32e8a))
* Using repo_config parameter in teardown to allow for feature-store-yaml overrides ([#4413](#4413)) ([0baeeb5](0baeeb5))
* Validating permission to update an existing request on both the new and the old instance ([#4449](#4449)) ([635a01b](635a01b))

### Features

* Add boto3 session based auth for dynamodb online store for cross account access ([#4606](#4606)) ([00eaf74](00eaf74))
* Add cli list/describe for SavedDatasets, StreamFeatureViews, & … ([#4487](#4487)) ([7b250e5](7b250e5))
* Add connection_name field to Snowflake config ([#4600](#4600)) ([10ce2aa](10ce2aa))
* Add health check service to registry server ([#4421](#4421)) ([46655f0](46655f0))
* Add more __repr__ methods ([#4676](#4676)) ([e726c09](e726c09))
* Add registry methods for dealing with all FV types ([#4435](#4435)) ([ac381b2](ac381b2))
* Added Project object to Feast Objects ([#4475](#4475)) ([4a6b663](4a6b663))
* Added support for reading from Reader  Endpoints for AWS Aurora use cases ([#4494](#4494)) ([d793c77](d793c77))
* Adding documentation for On Demand Feature Transformations with writes ([#4607](#4607)) ([8e0c1b5](8e0c1b5))
* Adding mode='python' for get_historical_features on ODFVs ([#4653](#4653)) ([c40d539](c40d539))
* Adding registry cache support for get_on_demand_feature_view ([#4572](#4572)) ([354c059](354c059))
* Adding SSL support for online server ([#4677](#4677)) ([80a5b3c](80a5b3c))
* Adding write capability to online store to on demand feature views ([#4585](#4585)) ([ef9e0bb](ef9e0bb)), closes [#4603](#4603)
* Allow feast snowflake to read in byte string for private-key authentication ([#4384](#4384)) ([5215a21](5215a21))
* An action to test operator at PR time ([#4635](#4635)) ([14c1000](14c1000))
* Create ADOPTERS.md ([#4410](#4410)) ([721ec74](721ec74))
* Create initial structure of Feast Go Operator ([#4596](#4596)) ([b5ab6c7](b5ab6c7))
* Faiss and In memory store ([#4464](#4464)) ([a1ff129](a1ff129))
* Feast Security Model (aka RBAC) ([#4380](#4380)) ([1771f66](1771f66)), closes [#36](#36)
* Instrument Feast using Prometheus and OpenTelemetry ([#4366](#4366)) ([a571e08](a571e08))
* Intra server to server communication ([#4433](#4433)) ([729c874](729c874))
* Publish TypeScript types in Feast UI package ([#4551](#4551)) ([334e5d7](334e5d7))
* Refactoring code to get oidc end points from discovery URL. ([#4429](#4429)) ([896360a](896360a))
* Return entity key in the retrieval document api ([#4511](#4511)) ([5f5caf0](5f5caf0))
* Update roadmap.md ([#4445](#4445)) ([34238d2](34238d2))
* Update sqlite-vec package ([#4389](#4389)) ([b734cb1](b734cb1))
* Updated Feast model Inference Architecture ([#4570](#4570)) ([8cd0dcf](8cd0dcf))
* Updating docs to include model inference guidelines ([#4416](#4416)) ([cebbe04](cebbe04))
* Updating FeatureViewProjection and OnDemandFeatureView to add batch_source and entities ([#4530](#4530)) ([0795496](0795496))
* Upgrade React from 17.0.2 to 18.3.1 in Feast UI ([#4620](#4620)) ([d6f3cb8](d6f3cb8))

### Performance Improvements

* Add init and cleanup of long lived resources ([#4642](#4642)) ([47dc04d](47dc04d))
* Added indexes to sql tables to optimize query execution ([#4538](#4538)) ([9688790](9688790))
* Default to async endpoints, use threadpool for sync ([#4647](#4647)) ([c1f1912](c1f1912))
* Implement dynamo write_batch_async ([#4675](#4675)) ([ba4404c](ba4404c))
* Make /push async ([#4650](#4650)) ([61abf89](61abf89))
* Parallelize read calls by table and batch ([#4619](#4619)) ([043eff1](043eff1))

### BREAKING CHANGES

* Consuming apps that use @elastic/eui should update it
to a compatible version. If you use @elastic/eui components that have
been renamed or replaced with others, you'll need to update your code
accordingly.

Signed-off-by: Harri Lehtola <[email protected]>

* chore: Update Node version from 17 to 20 in UI unit tests

Node 17 is not an LTS (long-term support) version and apparently
rejected by the latest versions of Elastic UI:

> error @elastic/[email protected]: The engine "node" is incompatible with
> this module. Expected version "16.x || 18.x || >=20.x". Got "17.9.1"

Let's try with the latest LTS version.

Signed-off-by: Harri Lehtola <[email protected]>
franciscojavierarceo pushed a commit that referenced this pull request Oct 26, 2024
@feast-ci-bot
chore(release): release 0.41.0
a439b93 
# [0.41.0](v0.40.0...v0.41.0) (2024-10-26)

* chore!: Update @elastic/eui and @emotion/react in Feast UI ([#4597](#4597)) ([b9ddbf9](b9ddbf9))

### Bug Fixes

* Add --chdir to test_workflow.py ([#4453](#4453)) ([6b2f026](6b2f026))
* Add feast-operator files to semantic-release script ([#4382](#4382)) ([8eceff2](8eceff2))
* Add feast-operator Makefile to semantic-release script ([#4424](#4424)) ([d18d01d](d18d01d))
* Added Offline Store Arrow client errors handler ([#4524](#4524)) ([7535b40](7535b40))
* Added Online Store REST client errors handler ([#4488](#4488)) ([2118719](2118719))
* Added Permission API docs ([#4485](#4485)) ([2bd03fa](2bd03fa))
* Added support for multiple name patterns to Permissions ([#4633](#4633)) ([f05e928](f05e928))
* Adding protobuf<5 as a required dependency due to snowflake limitations ([#4537](#4537)) ([cecca83](cecca83))
* Avoid the python 3.9+ threadpool cleanup bug ([#4627](#4627)) ([ba05893](ba05893))
* Bigquery dataset create table disposition ([#4649](#4649)) ([58e03d1](58e03d1))
* Changes template file path to relative path ([#4624](#4624)) ([3e313b1](3e313b1))
* Check for snowflake functions when setting up materialization engine ([#4456](#4456)) ([c365b4e](c365b4e))
* Correctly handle list values in _python_value_to_proto_value ([#4608](#4608)) ([c0a1026](c0a1026))
* Default to pandas mode if not specified in ODFV proto in database ([#4420](#4420)) ([d235832](d235832))
* Deleting data from feast_metadata when we delete project ([#4550](#4550)) ([351a2d0](351a2d0))
* Disable active_timer When registry_ttl_sec is 0 ([#4499](#4499)) ([c94f32f](c94f32f))
* Escape special characters in the Postgres password ([#4394](#4394)) ([419ca5e](419ca5e))
* FeastExtrasDependencyImportError when using SparkOfflineStore without S3 ([#4594](#4594)) ([1ba94f7](1ba94f7))
* Fix Feast project name test ([#4685](#4685)) ([9f41fd6](9f41fd6))
* Fix for SQL registry initialization fails [#4543](#4543) ([#4544](#4544)) ([4e2eacc](4e2eacc))
* Fix gitignore issue ([#4674](#4674)) ([2807dfa](2807dfa))
* Fix online pg import ([#4581](#4581)) ([1f17caa](1f17caa))
* Fix the mypy type check issue. ([#4498](#4498)) ([7ecc615](7ecc615))
* Fix vector store config ([#4583](#4583)) ([11c00d4](11c00d4))
* Fixes validator field access for 'project_id' in BigQuery offline Store ([#4509](#4509)) ([9a0398e](9a0398e))
* Fixing failure of protos during ODFV transformations for missing entities ([#4667](#4667)) ([41aaeeb](41aaeeb))
* Fixing the master branch build failure. ([#4563](#4563)) ([0192b2e](0192b2e))
* Hao xu request source timestamp_field ([#4495](#4495)) ([96344b2](96344b2))
* Ignore the type check as both functions calls are not belonging to Feast code. ([#4500](#4500)) ([867f532](867f532))
* Import grpc only for type checking in errors.py ([#4533](#4533)) ([f308572](f308572))
* Initial commit targetting grpc registry server ([#4458](#4458)) ([484240c](484240c)), closes [#4465](#4465)
* Links to the RBAC documentation under Concepts and Components ([#4430](#4430)) ([0a48f7b](0a48f7b))
* Locate feature_store.yaml from __file__ ([#4443](#4443)) ([20290ce](20290ce))
* Logger settings for feature servers and updated logger for permission flow ([#4531](#4531)) ([50b8f23](50b8f23))
* Move tslib from devDependencies to dependencies in Feast UI ([#4525](#4525)) ([c5a4d90](c5a4d90))
* Null value compatibility for unit timestamp list value type ([#4378](#4378)) ([8f264b6](8f264b6))
* Patch FAISS online return signature ([#4671](#4671)) ([0d45e95](0d45e95))
* Quickstart documentation changes ([#4618](#4618)) ([7ac0908](7ac0908))
* Refactor auth_client_manager_factory.py in function get_auth_client_m… ([#4505](#4505)) ([def8633](def8633))
* Remote apply using offline store ([#4559](#4559)) ([ac62a32](ac62a32))
* Remove Feast UI TypeScript dependencies from `peerDependencies` and `dependencies` ([#4554](#4554)) ([e781e16](e781e16))
* Remove unnecessary peer dependencies from Feast UI ([#4577](#4577)) ([9ac7f4e](9ac7f4e))
* Removed protobuf as a required dependency ([#4535](#4535)) ([0fb76e9](0fb76e9))
* Removed the k8s dependency from required dependencies ([#4519](#4519)) ([3073ea5](3073ea5))
* Removed usage of pull_request_target as much as possible to prevent security concerns ([#4549](#4549)) ([3198371](3198371))
* Replaced ClusterRoles with local RoleBindings ([#4625](#4625)) ([ca9fb9b](ca9fb9b))
* Retire pytz library ([#4406](#4406)) ([23c6c86](23c6c86))
* Typos related to k8s ([#4442](#4442)) ([dda0088](dda0088))
* Update java testcontainers to use Compose V2 ([#4381](#4381)) ([9a33fce](9a33fce))
* Update min versions for pyarrow and protobuf ([#4646](#4646)) ([c7ddd4b](c7ddd4b))
* Update react-router-dom to 6.3.0 and restrict its version in Feast UI ([#4556](#4556)) ([4293608](4293608)), closes [#3794](#3794) [/github.com/remix-run/react-router/blob/main/CHANGELOG.md#v630](https://github.com//github.com/remix-run/react-router/blob/main/CHANGELOG.md/issues/v630)
* Update the base image for feature-server. ([#4576](#4576)) ([0390d8a](0390d8a))
* Update the base image of materilization engine. ([#4580](#4580)) ([f8592d8](f8592d8))
* Updated README link ([#4669](#4669)) ([35fbdc9](35fbdc9))
* Updating the documentation and adding tests for project length ([#4628](#4628)) ([945b0fa](945b0fa))
* Using get_type_hints instead of inspect signature for udf return annotation  ([#4391](#4391)) ([3a32e8a](3a32e8a))
* Using repo_config parameter in teardown to allow for feature-store-yaml overrides ([#4413](#4413)) ([0baeeb5](0baeeb5))
* Validating permission to update an existing request on both the new and the old instance ([#4449](#4449)) ([635a01b](635a01b))

### Features

* Add boto3 session based auth for dynamodb online store for cross account access ([#4606](#4606)) ([00eaf74](00eaf74))
* Add cli list/describe for SavedDatasets, StreamFeatureViews, & … ([#4487](#4487)) ([7b250e5](7b250e5))
* Add connection_name field to Snowflake config ([#4600](#4600)) ([10ce2aa](10ce2aa))
* Add health check service to registry server ([#4421](#4421)) ([46655f0](46655f0))
* Add more __repr__ methods ([#4676](#4676)) ([e726c09](e726c09))
* Add registry methods for dealing with all FV types ([#4435](#4435)) ([ac381b2](ac381b2))
* Added Project object to Feast Objects ([#4475](#4475)) ([4a6b663](4a6b663))
* Added support for reading from Reader  Endpoints for AWS Aurora use cases ([#4494](#4494)) ([d793c77](d793c77))
* Adding documentation for On Demand Feature Transformations with writes ([#4607](#4607)) ([8e0c1b5](8e0c1b5))
* Adding mode='python' for get_historical_features on ODFVs ([#4653](#4653)) ([c40d539](c40d539))
* Adding registry cache support for get_on_demand_feature_view ([#4572](#4572)) ([354c059](354c059))
* Adding SSL support for online server ([#4677](#4677)) ([80a5b3c](80a5b3c))
* Adding write capability to online store to on demand feature views ([#4585](#4585)) ([ef9e0bb](ef9e0bb)), closes [#4603](#4603)
* Allow feast snowflake to read in byte string for private-key authentication ([#4384](#4384)) ([5215a21](5215a21))
* An action to test operator at PR time ([#4635](#4635)) ([14c1000](14c1000))
* Create ADOPTERS.md ([#4410](#4410)) ([721ec74](721ec74))
* Create initial structure of Feast Go Operator ([#4596](#4596)) ([b5ab6c7](b5ab6c7))
* Faiss and In memory store ([#4464](#4464)) ([a1ff129](a1ff129))
* Feast Security Model (aka RBAC) ([#4380](#4380)) ([1771f66](1771f66)), closes [#36](#36)
* Instrument Feast using Prometheus and OpenTelemetry ([#4366](#4366)) ([a571e08](a571e08))
* Intra server to server communication ([#4433](#4433)) ([729c874](729c874))
* Publish TypeScript types in Feast UI package ([#4551](#4551)) ([334e5d7](334e5d7))
* Refactoring code to get oidc end points from discovery URL. ([#4429](#4429)) ([896360a](896360a))
* Return entity key in the retrieval document api ([#4511](#4511)) ([5f5caf0](5f5caf0))
* Update roadmap.md ([#4445](#4445)) ([34238d2](34238d2))
* Update sqlite-vec package ([#4389](#4389)) ([b734cb1](b734cb1))
* Updated Feast model Inference Architecture ([#4570](#4570)) ([8cd0dcf](8cd0dcf))
* Updating docs to include model inference guidelines ([#4416](#4416)) ([cebbe04](cebbe04))
* Updating FeatureViewProjection and OnDemandFeatureView to add batch_source and entities ([#4530](#4530)) ([0795496](0795496))
* Upgrade React from 17.0.2 to 18.3.1 in Feast UI ([#4620](#4620)) ([d6f3cb8](d6f3cb8))

### Performance Improvements

* Add init and cleanup of long lived resources ([#4642](#4642)) ([47dc04d](47dc04d))
* Added indexes to sql tables to optimize query execution ([#4538](#4538)) ([9688790](9688790))
* Default to async endpoints, use threadpool for sync ([#4647](#4647)) ([c1f1912](c1f1912))
* Implement dynamo write_batch_async ([#4675](#4675)) ([ba4404c](ba4404c))
* Make /push async ([#4650](#4650)) ([61abf89](61abf89))
* Parallelize read calls by table and batch ([#4619](#4619)) ([043eff1](043eff1))

### BREAKING CHANGES

* Consuming apps that use @elastic/eui should update it
to a compatible version. If you use @elastic/eui components that have
been renamed or replaced with others, you'll need to update your code
accordingly.

Signed-off-by: Harri Lehtola <[email protected]>

* chore: Update Node version from 17 to 20 in UI unit tests

Node 17 is not an LTS (long-term support) version and apparently
rejected by the latest versions of Elastic UI:

> error @elastic/[email protected]: The engine "node" is incompatible with
> this module. Expected version "16.x || 18.x || >=20.x". Got "17.9.1"

Let's try with the latest LTS version.

Signed-off-by: Harri Lehtola <[email protected]>
lokeshrangineni pushed a commit to lokeshrangineni/feast that referenced this pull request Oct 29, 2024
@feast-ci-bot @lokeshrangineni
chore(release): release 0.41.0
4050079 
# [0.41.0](feast-dev/feast@v0.40.0...v0.41.0) (2024-10-26)

* chore!: Update @elastic/eui and @emotion/react in Feast UI ([feast-dev#4597](feast-dev#4597)) ([b9ddbf9](feast-dev@b9ddbf9))

### Bug Fixes

* Add --chdir to test_workflow.py ([feast-dev#4453](feast-dev#4453)) ([6b2f026](feast-dev@6b2f026))
* Add feast-operator files to semantic-release script ([feast-dev#4382](feast-dev#4382)) ([8eceff2](feast-dev@8eceff2))
* Add feast-operator Makefile to semantic-release script ([feast-dev#4424](feast-dev#4424)) ([d18d01d](feast-dev@d18d01d))
* Added Offline Store Arrow client errors handler ([feast-dev#4524](feast-dev#4524)) ([7535b40](feast-dev@7535b40))
* Added Online Store REST client errors handler ([feast-dev#4488](feast-dev#4488)) ([2118719](feast-dev@2118719))
* Added Permission API docs ([feast-dev#4485](feast-dev#4485)) ([2bd03fa](feast-dev@2bd03fa))
* Added support for multiple name patterns to Permissions ([feast-dev#4633](feast-dev#4633)) ([f05e928](feast-dev@f05e928))
* Adding protobuf<5 as a required dependency due to snowflake limitations ([feast-dev#4537](feast-dev#4537)) ([cecca83](feast-dev@cecca83))
* Avoid the python 3.9+ threadpool cleanup bug ([feast-dev#4627](feast-dev#4627)) ([ba05893](feast-dev@ba05893))
* Bigquery dataset create table disposition ([feast-dev#4649](feast-dev#4649)) ([58e03d1](feast-dev@58e03d1))
* Changes template file path to relative path ([feast-dev#4624](feast-dev#4624)) ([3e313b1](feast-dev@3e313b1))
* Check for snowflake functions when setting up materialization engine ([feast-dev#4456](feast-dev#4456)) ([c365b4e](feast-dev@c365b4e))
* Correctly handle list values in _python_value_to_proto_value ([feast-dev#4608](feast-dev#4608)) ([c0a1026](feast-dev@c0a1026))
* Default to pandas mode if not specified in ODFV proto in database ([feast-dev#4420](feast-dev#4420)) ([d235832](feast-dev@d235832))
* Deleting data from feast_metadata when we delete project ([feast-dev#4550](feast-dev#4550)) ([351a2d0](feast-dev@351a2d0))
* Disable active_timer When registry_ttl_sec is 0 ([feast-dev#4499](feast-dev#4499)) ([c94f32f](feast-dev@c94f32f))
* Escape special characters in the Postgres password ([feast-dev#4394](feast-dev#4394)) ([419ca5e](feast-dev@419ca5e))
* FeastExtrasDependencyImportError when using SparkOfflineStore without S3 ([feast-dev#4594](feast-dev#4594)) ([1ba94f7](feast-dev@1ba94f7))
* Fix Feast project name test ([feast-dev#4685](feast-dev#4685)) ([9f41fd6](feast-dev@9f41fd6))
* Fix for SQL registry initialization fails [feast-dev#4543](feast-dev#4543) ([feast-dev#4544](feast-dev#4544)) ([4e2eacc](feast-dev@4e2eacc))
* Fix gitignore issue ([feast-dev#4674](feast-dev#4674)) ([2807dfa](feast-dev@2807dfa))
* Fix online pg import ([feast-dev#4581](feast-dev#4581)) ([1f17caa](feast-dev@1f17caa))
* Fix the mypy type check issue. ([feast-dev#4498](feast-dev#4498)) ([7ecc615](feast-dev@7ecc615))
* Fix vector store config ([feast-dev#4583](feast-dev#4583)) ([11c00d4](feast-dev@11c00d4))
* Fixes validator field access for 'project_id' in BigQuery offline Store ([feast-dev#4509](feast-dev#4509)) ([9a0398e](feast-dev@9a0398e))
* Fixing failure of protos during ODFV transformations for missing entities ([feast-dev#4667](feast-dev#4667)) ([41aaeeb](feast-dev@41aaeeb))
* Fixing the master branch build failure. ([feast-dev#4563](feast-dev#4563)) ([0192b2e](feast-dev@0192b2e))
* Hao xu request source timestamp_field ([feast-dev#4495](feast-dev#4495)) ([96344b2](feast-dev@96344b2))
* Ignore the type check as both functions calls are not belonging to Feast code. ([feast-dev#4500](feast-dev#4500)) ([867f532](feast-dev@867f532))
* Import grpc only for type checking in errors.py ([feast-dev#4533](feast-dev#4533)) ([f308572](feast-dev@f308572))
* Initial commit targetting grpc registry server ([feast-dev#4458](feast-dev#4458)) ([484240c](feast-dev@484240c)), closes [feast-dev#4465](feast-dev#4465)
* Links to the RBAC documentation under Concepts and Components ([feast-dev#4430](feast-dev#4430)) ([0a48f7b](feast-dev@0a48f7b))
* Locate feature_store.yaml from __file__ ([feast-dev#4443](feast-dev#4443)) ([20290ce](feast-dev@20290ce))
* Logger settings for feature servers and updated logger for permission flow ([feast-dev#4531](feast-dev#4531)) ([50b8f23](feast-dev@50b8f23))
* Move tslib from devDependencies to dependencies in Feast UI ([feast-dev#4525](feast-dev#4525)) ([c5a4d90](feast-dev@c5a4d90))
* Null value compatibility for unit timestamp list value type ([feast-dev#4378](feast-dev#4378)) ([8f264b6](feast-dev@8f264b6))
* Patch FAISS online return signature ([feast-dev#4671](feast-dev#4671)) ([0d45e95](feast-dev@0d45e95))
* Quickstart documentation changes ([feast-dev#4618](feast-dev#4618)) ([7ac0908](feast-dev@7ac0908))
* Refactor auth_client_manager_factory.py in function get_auth_client_m… ([feast-dev#4505](feast-dev#4505)) ([def8633](feast-dev@def8633))
* Remote apply using offline store ([feast-dev#4559](feast-dev#4559)) ([ac62a32](feast-dev@ac62a32))
* Remove Feast UI TypeScript dependencies from `peerDependencies` and `dependencies` ([feast-dev#4554](feast-dev#4554)) ([e781e16](feast-dev@e781e16))
* Remove unnecessary peer dependencies from Feast UI ([feast-dev#4577](feast-dev#4577)) ([9ac7f4e](feast-dev@9ac7f4e))
* Removed protobuf as a required dependency ([feast-dev#4535](feast-dev#4535)) ([0fb76e9](feast-dev@0fb76e9))
* Removed the k8s dependency from required dependencies ([feast-dev#4519](feast-dev#4519)) ([3073ea5](feast-dev@3073ea5))
* Removed usage of pull_request_target as much as possible to prevent security concerns ([feast-dev#4549](feast-dev#4549)) ([3198371](feast-dev@3198371))
* Replaced ClusterRoles with local RoleBindings ([feast-dev#4625](feast-dev#4625)) ([ca9fb9b](feast-dev@ca9fb9b))
* Retire pytz library ([feast-dev#4406](feast-dev#4406)) ([23c6c86](feast-dev@23c6c86))
* Typos related to k8s ([feast-dev#4442](feast-dev#4442)) ([dda0088](feast-dev@dda0088))
* Update java testcontainers to use Compose V2 ([feast-dev#4381](feast-dev#4381)) ([9a33fce](feast-dev@9a33fce))
* Update min versions for pyarrow and protobuf ([feast-dev#4646](feast-dev#4646)) ([c7ddd4b](feast-dev@c7ddd4b))
* Update react-router-dom to 6.3.0 and restrict its version in Feast UI ([feast-dev#4556](feast-dev#4556)) ([4293608](feast-dev@4293608)), closes [feast-dev#3794](feast-dev#3794) [/github.com/remix-run/react-router/blob/main/CHANGELOG.md#v630](https://github.com//github.com/remix-run/react-router/blob/main/CHANGELOG.md/issues/v630)
* Update the base image for feature-server. ([feast-dev#4576](feast-dev#4576)) ([0390d8a](feast-dev@0390d8a))
* Update the base image of materilization engine. ([feast-dev#4580](feast-dev#4580)) ([f8592d8](feast-dev@f8592d8))
* Updated README link ([feast-dev#4669](feast-dev#4669)) ([35fbdc9](feast-dev@35fbdc9))
* Updating the documentation and adding tests for project length ([feast-dev#4628](feast-dev#4628)) ([945b0fa](feast-dev@945b0fa))
* Using get_type_hints instead of inspect signature for udf return annotation  ([feast-dev#4391](feast-dev#4391)) ([3a32e8a](feast-dev@3a32e8a))
* Using repo_config parameter in teardown to allow for feature-store-yaml overrides ([feast-dev#4413](feast-dev#4413)) ([0baeeb5](feast-dev@0baeeb5))
* Validating permission to update an existing request on both the new and the old instance ([feast-dev#4449](feast-dev#4449)) ([635a01b](feast-dev@635a01b))

### Features

* Add boto3 session based auth for dynamodb online store for cross account access ([feast-dev#4606](feast-dev#4606)) ([00eaf74](feast-dev@00eaf74))
* Add cli list/describe for SavedDatasets, StreamFeatureViews, & … ([feast-dev#4487](feast-dev#4487)) ([7b250e5](feast-dev@7b250e5))
* Add connection_name field to Snowflake config ([feast-dev#4600](feast-dev#4600)) ([10ce2aa](feast-dev@10ce2aa))
* Add health check service to registry server ([feast-dev#4421](feast-dev#4421)) ([46655f0](feast-dev@46655f0))
* Add more __repr__ methods ([feast-dev#4676](feast-dev#4676)) ([e726c09](feast-dev@e726c09))
* Add registry methods for dealing with all FV types ([feast-dev#4435](feast-dev#4435)) ([ac381b2](feast-dev@ac381b2))
* Added Project object to Feast Objects ([feast-dev#4475](feast-dev#4475)) ([4a6b663](feast-dev@4a6b663))
* Added support for reading from Reader  Endpoints for AWS Aurora use cases ([feast-dev#4494](feast-dev#4494)) ([d793c77](feast-dev@d793c77))
* Adding documentation for On Demand Feature Transformations with writes ([feast-dev#4607](feast-dev#4607)) ([8e0c1b5](feast-dev@8e0c1b5))
* Adding mode='python' for get_historical_features on ODFVs ([feast-dev#4653](feast-dev#4653)) ([c40d539](feast-dev@c40d539))
* Adding registry cache support for get_on_demand_feature_view ([feast-dev#4572](feast-dev#4572)) ([354c059](feast-dev@354c059))
* Adding SSL support for online server ([feast-dev#4677](feast-dev#4677)) ([80a5b3c](feast-dev@80a5b3c))
* Adding write capability to online store to on demand feature views ([feast-dev#4585](feast-dev#4585)) ([ef9e0bb](feast-dev@ef9e0bb)), closes [feast-dev#4603](feast-dev#4603)
* Allow feast snowflake to read in byte string for private-key authentication ([feast-dev#4384](feast-dev#4384)) ([5215a21](feast-dev@5215a21))
* An action to test operator at PR time ([feast-dev#4635](feast-dev#4635)) ([14c1000](feast-dev@14c1000))
* Create ADOPTERS.md ([feast-dev#4410](feast-dev#4410)) ([721ec74](feast-dev@721ec74))
* Create initial structure of Feast Go Operator ([feast-dev#4596](feast-dev#4596)) ([b5ab6c7](feast-dev@b5ab6c7))
* Faiss and In memory store ([feast-dev#4464](feast-dev#4464)) ([a1ff129](feast-dev@a1ff129))
* Feast Security Model (aka RBAC) ([feast-dev#4380](feast-dev#4380)) ([1771f66](feast-dev@1771f66)), closes [feast-dev#36](feast-dev#36)
* Instrument Feast using Prometheus and OpenTelemetry ([feast-dev#4366](feast-dev#4366)) ([a571e08](feast-dev@a571e08))
* Intra server to server communication ([feast-dev#4433](feast-dev#4433)) ([729c874](feast-dev@729c874))
* Publish TypeScript types in Feast UI package ([feast-dev#4551](feast-dev#4551)) ([334e5d7](feast-dev@334e5d7))
* Refactoring code to get oidc end points from discovery URL. ([feast-dev#4429](feast-dev#4429)) ([896360a](feast-dev@896360a))
* Return entity key in the retrieval document api ([feast-dev#4511](feast-dev#4511)) ([5f5caf0](feast-dev@5f5caf0))
* Update roadmap.md ([feast-dev#4445](feast-dev#4445)) ([34238d2](feast-dev@34238d2))
* Update sqlite-vec package ([feast-dev#4389](feast-dev#4389)) ([b734cb1](feast-dev@b734cb1))
* Updated Feast model Inference Architecture ([feast-dev#4570](feast-dev#4570)) ([8cd0dcf](feast-dev@8cd0dcf))
* Updating docs to include model inference guidelines ([feast-dev#4416](feast-dev#4416)) ([cebbe04](feast-dev@cebbe04))
* Updating FeatureViewProjection and OnDemandFeatureView to add batch_source and entities ([feast-dev#4530](feast-dev#4530)) ([0795496](feast-dev@0795496))
* Upgrade React from 17.0.2 to 18.3.1 in Feast UI ([feast-dev#4620](feast-dev#4620)) ([d6f3cb8](feast-dev@d6f3cb8))

### Performance Improvements

* Add init and cleanup of long lived resources ([feast-dev#4642](feast-dev#4642)) ([47dc04d](feast-dev@47dc04d))
* Added indexes to sql tables to optimize query execution ([feast-dev#4538](feast-dev#4538)) ([9688790](feast-dev@9688790))
* Default to async endpoints, use threadpool for sync ([feast-dev#4647](feast-dev#4647)) ([c1f1912](feast-dev@c1f1912))
* Implement dynamo write_batch_async ([feast-dev#4675](feast-dev#4675)) ([ba4404c](feast-dev@ba4404c))
* Make /push async ([feast-dev#4650](feast-dev#4650)) ([61abf89](feast-dev@61abf89))
* Parallelize read calls by table and batch ([feast-dev#4619](feast-dev#4619)) ([043eff1](feast-dev@043eff1))

### BREAKING CHANGES

* Consuming apps that use @elastic/eui should update it
to a compatible version. If you use @elastic/eui components that have
been renamed or replaced with others, you'll need to update your code
accordingly.

Signed-off-by: Harri Lehtola <[email protected]>

* chore: Update Node version from 17 to 20 in UI unit tests

Node 17 is not an LTS (long-term support) version and apparently
rejected by the latest versions of Elastic UI:

> error @elastic/[email protected]: The engine "node" is incompatible with
> this module. Expected version "16.x || 18.x || >=20.x". Got "17.9.1"

Let's try with the latest LTS version.

Signed-off-by: Harri Lehtola <[email protected]>
lokeshrangineni pushed a commit to lokeshrangineni/feast that referenced this pull request Oct 29, 2024
@feast-ci-bot @lokeshrangineni
chore(release): release 0.41.0
be0d067 
# [0.41.0](feast-dev/feast@v0.40.0...v0.41.0) (2024-10-26)

* chore!: Update @elastic/eui and @emotion/react in Feast UI ([feast-dev#4597](feast-dev#4597)) ([b9ddbf9](feast-dev@b9ddbf9))

### Bug Fixes

* Add --chdir to test_workflow.py ([feast-dev#4453](feast-dev#4453)) ([6b2f026](feast-dev@6b2f026))
* Add feast-operator files to semantic-release script ([feast-dev#4382](feast-dev#4382)) ([8eceff2](feast-dev@8eceff2))
* Add feast-operator Makefile to semantic-release script ([feast-dev#4424](feast-dev#4424)) ([d18d01d](feast-dev@d18d01d))
* Added Offline Store Arrow client errors handler ([feast-dev#4524](feast-dev#4524)) ([7535b40](feast-dev@7535b40))
* Added Online Store REST client errors handler ([feast-dev#4488](feast-dev#4488)) ([2118719](feast-dev@2118719))
* Added Permission API docs ([feast-dev#4485](feast-dev#4485)) ([2bd03fa](feast-dev@2bd03fa))
* Added support for multiple name patterns to Permissions ([feast-dev#4633](feast-dev#4633)) ([f05e928](feast-dev@f05e928))
* Adding protobuf<5 as a required dependency due to snowflake limitations ([feast-dev#4537](feast-dev#4537)) ([cecca83](feast-dev@cecca83))
* Avoid the python 3.9+ threadpool cleanup bug ([feast-dev#4627](feast-dev#4627)) ([ba05893](feast-dev@ba05893))
* Bigquery dataset create table disposition ([feast-dev#4649](feast-dev#4649)) ([58e03d1](feast-dev@58e03d1))
* Changes template file path to relative path ([feast-dev#4624](feast-dev#4624)) ([3e313b1](feast-dev@3e313b1))
* Check for snowflake functions when setting up materialization engine ([feast-dev#4456](feast-dev#4456)) ([c365b4e](feast-dev@c365b4e))
* Correctly handle list values in _python_value_to_proto_value ([feast-dev#4608](feast-dev#4608)) ([c0a1026](feast-dev@c0a1026))
* Default to pandas mode if not specified in ODFV proto in database ([feast-dev#4420](feast-dev#4420)) ([d235832](feast-dev@d235832))
* Deleting data from feast_metadata when we delete project ([feast-dev#4550](feast-dev#4550)) ([351a2d0](feast-dev@351a2d0))
* Disable active_timer When registry_ttl_sec is 0 ([feast-dev#4499](feast-dev#4499)) ([c94f32f](feast-dev@c94f32f))
* Escape special characters in the Postgres password ([feast-dev#4394](feast-dev#4394)) ([419ca5e](feast-dev@419ca5e))
* FeastExtrasDependencyImportError when using SparkOfflineStore without S3 ([feast-dev#4594](feast-dev#4594)) ([1ba94f7](feast-dev@1ba94f7))
* Fix Feast project name test ([feast-dev#4685](feast-dev#4685)) ([9f41fd6](feast-dev@9f41fd6))
* Fix for SQL registry initialization fails [feast-dev#4543](feast-dev#4543) ([feast-dev#4544](feast-dev#4544)) ([4e2eacc](feast-dev@4e2eacc))
* Fix gitignore issue ([feast-dev#4674](feast-dev#4674)) ([2807dfa](feast-dev@2807dfa))
* Fix online pg import ([feast-dev#4581](feast-dev#4581)) ([1f17caa](feast-dev@1f17caa))
* Fix the mypy type check issue. ([feast-dev#4498](feast-dev#4498)) ([7ecc615](feast-dev@7ecc615))
* Fix vector store config ([feast-dev#4583](feast-dev#4583)) ([11c00d4](feast-dev@11c00d4))
* Fixes validator field access for 'project_id' in BigQuery offline Store ([feast-dev#4509](feast-dev#4509)) ([9a0398e](feast-dev@9a0398e))
* Fixing failure of protos during ODFV transformations for missing entities ([feast-dev#4667](feast-dev#4667)) ([41aaeeb](feast-dev@41aaeeb))
* Fixing the master branch build failure. ([feast-dev#4563](feast-dev#4563)) ([0192b2e](feast-dev@0192b2e))
* Hao xu request source timestamp_field ([feast-dev#4495](feast-dev#4495)) ([96344b2](feast-dev@96344b2))
* Ignore the type check as both functions calls are not belonging to Feast code. ([feast-dev#4500](feast-dev#4500)) ([867f532](feast-dev@867f532))
* Import grpc only for type checking in errors.py ([feast-dev#4533](feast-dev#4533)) ([f308572](feast-dev@f308572))
* Initial commit targetting grpc registry server ([feast-dev#4458](feast-dev#4458)) ([484240c](feast-dev@484240c)), closes [feast-dev#4465](feast-dev#4465)
* Links to the RBAC documentation under Concepts and Components ([feast-dev#4430](feast-dev#4430)) ([0a48f7b](feast-dev@0a48f7b))
* Locate feature_store.yaml from __file__ ([feast-dev#4443](feast-dev#4443)) ([20290ce](feast-dev@20290ce))
* Logger settings for feature servers and updated logger for permission flow ([feast-dev#4531](feast-dev#4531)) ([50b8f23](feast-dev@50b8f23))
* Move tslib from devDependencies to dependencies in Feast UI ([feast-dev#4525](feast-dev#4525)) ([c5a4d90](feast-dev@c5a4d90))
* Null value compatibility for unit timestamp list value type ([feast-dev#4378](feast-dev#4378)) ([8f264b6](feast-dev@8f264b6))
* Patch FAISS online return signature ([feast-dev#4671](feast-dev#4671)) ([0d45e95](feast-dev@0d45e95))
* Quickstart documentation changes ([feast-dev#4618](feast-dev#4618)) ([7ac0908](feast-dev@7ac0908))
* Refactor auth_client_manager_factory.py in function get_auth_client_m… ([feast-dev#4505](feast-dev#4505)) ([def8633](feast-dev@def8633))
* Remote apply using offline store ([feast-dev#4559](feast-dev#4559)) ([ac62a32](feast-dev@ac62a32))
* Remove Feast UI TypeScript dependencies from `peerDependencies` and `dependencies` ([feast-dev#4554](feast-dev#4554)) ([e781e16](feast-dev@e781e16))
* Remove unnecessary peer dependencies from Feast UI ([feast-dev#4577](feast-dev#4577)) ([9ac7f4e](feast-dev@9ac7f4e))
* Removed protobuf as a required dependency ([feast-dev#4535](feast-dev#4535)) ([0fb76e9](feast-dev@0fb76e9))
* Removed the k8s dependency from required dependencies ([feast-dev#4519](feast-dev#4519)) ([3073ea5](feast-dev@3073ea5))
* Removed usage of pull_request_target as much as possible to prevent security concerns ([feast-dev#4549](feast-dev#4549)) ([3198371](feast-dev@3198371))
* Replaced ClusterRoles with local RoleBindings ([feast-dev#4625](feast-dev#4625)) ([ca9fb9b](feast-dev@ca9fb9b))
* Retire pytz library ([feast-dev#4406](feast-dev#4406)) ([23c6c86](feast-dev@23c6c86))
* Typos related to k8s ([feast-dev#4442](feast-dev#4442)) ([dda0088](feast-dev@dda0088))
* Update java testcontainers to use Compose V2 ([feast-dev#4381](feast-dev#4381)) ([9a33fce](feast-dev@9a33fce))
* Update min versions for pyarrow and protobuf ([feast-dev#4646](feast-dev#4646)) ([c7ddd4b](feast-dev@c7ddd4b))
* Update react-router-dom to 6.3.0 and restrict its version in Feast UI ([feast-dev#4556](feast-dev#4556)) ([4293608](feast-dev@4293608)), closes [feast-dev#3794](feast-dev#3794) [/github.com/remix-run/react-router/blob/main/CHANGELOG.md#v630](https://github.com//github.com/remix-run/react-router/blob/main/CHANGELOG.md/issues/v630)
* Update the base image for feature-server. ([feast-dev#4576](feast-dev#4576)) ([0390d8a](feast-dev@0390d8a))
* Update the base image of materilization engine. ([feast-dev#4580](feast-dev#4580)) ([f8592d8](feast-dev@f8592d8))
* Updated README link ([feast-dev#4669](feast-dev#4669)) ([35fbdc9](feast-dev@35fbdc9))
* Updating the documentation and adding tests for project length ([feast-dev#4628](feast-dev#4628)) ([945b0fa](feast-dev@945b0fa))
* Using get_type_hints instead of inspect signature for udf return annotation  ([feast-dev#4391](feast-dev#4391)) ([3a32e8a](feast-dev@3a32e8a))
* Using repo_config parameter in teardown to allow for feature-store-yaml overrides ([feast-dev#4413](feast-dev#4413)) ([0baeeb5](feast-dev@0baeeb5))
* Validating permission to update an existing request on both the new and the old instance ([feast-dev#4449](feast-dev#4449)) ([635a01b](feast-dev@635a01b))

### Features

* Add boto3 session based auth for dynamodb online store for cross account access ([feast-dev#4606](feast-dev#4606)) ([00eaf74](feast-dev@00eaf74))
* Add cli list/describe for SavedDatasets, StreamFeatureViews, & … ([feast-dev#4487](feast-dev#4487)) ([7b250e5](feast-dev@7b250e5))
* Add connection_name field to Snowflake config ([feast-dev#4600](feast-dev#4600)) ([10ce2aa](feast-dev@10ce2aa))
* Add health check service to registry server ([feast-dev#4421](feast-dev#4421)) ([46655f0](feast-dev@46655f0))
* Add more __repr__ methods ([feast-dev#4676](feast-dev#4676)) ([e726c09](feast-dev@e726c09))
* Add registry methods for dealing with all FV types ([feast-dev#4435](feast-dev#4435)) ([ac381b2](feast-dev@ac381b2))
* Added Project object to Feast Objects ([feast-dev#4475](feast-dev#4475)) ([4a6b663](feast-dev@4a6b663))
* Added support for reading from Reader  Endpoints for AWS Aurora use cases ([feast-dev#4494](feast-dev#4494)) ([d793c77](feast-dev@d793c77))
* Adding documentation for On Demand Feature Transformations with writes ([feast-dev#4607](feast-dev#4607)) ([8e0c1b5](feast-dev@8e0c1b5))
* Adding mode='python' for get_historical_features on ODFVs ([feast-dev#4653](feast-dev#4653)) ([c40d539](feast-dev@c40d539))
* Adding registry cache support for get_on_demand_feature_view ([feast-dev#4572](feast-dev#4572)) ([354c059](feast-dev@354c059))
* Adding SSL support for online server ([feast-dev#4677](feast-dev#4677)) ([80a5b3c](feast-dev@80a5b3c))
* Adding write capability to online store to on demand feature views ([feast-dev#4585](feast-dev#4585)) ([ef9e0bb](feast-dev@ef9e0bb)), closes [feast-dev#4603](feast-dev#4603)
* Allow feast snowflake to read in byte string for private-key authentication ([feast-dev#4384](feast-dev#4384)) ([5215a21](feast-dev@5215a21))
* An action to test operator at PR time ([feast-dev#4635](feast-dev#4635)) ([14c1000](feast-dev@14c1000))
* Create ADOPTERS.md ([feast-dev#4410](feast-dev#4410)) ([721ec74](feast-dev@721ec74))
* Create initial structure of Feast Go Operator ([feast-dev#4596](feast-dev#4596)) ([b5ab6c7](feast-dev@b5ab6c7))
* Faiss and In memory store ([feast-dev#4464](feast-dev#4464)) ([a1ff129](feast-dev@a1ff129))
* Feast Security Model (aka RBAC) ([feast-dev#4380](feast-dev#4380)) ([1771f66](feast-dev@1771f66)), closes [feast-dev#36](feast-dev#36)
* Instrument Feast using Prometheus and OpenTelemetry ([feast-dev#4366](feast-dev#4366)) ([a571e08](You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.