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perf: Make /push async #4650

Merged
merged 4 commits into from
Oct 21, 2024
Merged

perf: Make /push async #4650

merged 4 commits into from
Oct 21, 2024
+311 −40

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robhowley
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@robhowley robhowley commented Oct 18, 2024 •
edited
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What this PR does / why we need it:

  • make the /push endpoint async
  • if pushing to online and async writes for the OnlineStore are supported, will call await store.push
  • offline writes in the async codepaths utilize run_in_threadpool
  • this pr only adds the calls and interface, there are no online stores that support async write
  • added tests for when async vs sync calls of store.push happen in the server

Which issue(s) this PR fixes:

Misc

@robhowley robhowley changed the title Rh push async feat: Make add async push Oct 18, 2024
@robhowley robhowley force-pushed the rh-push-async branch 2 times, most recently from 9f5669f to 974399b Compare October 18, 2024 20:20
@robhowley robhowley changed the title feat: Make add async push perf: Make /push async Oct 18, 2024
robhowley
robhowley commented Oct 18, 2024
View reviewed changes
sdk/python/feast/feature_server.py
Comment on lines +211 to +218
should_push_async = (
store._get_provider().async_supported.online.write
and to in [PushMode.ONLINE, PushMode.ONLINE_AND_OFFLINE]
)
if should_push_async:
await store.push_async(**push_params)
else:
store.push(**push_params)
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if async writes to the online store are supported and the post body indicates that data will be written to the online store, then attempt an async storep.push

robhowley
robhowley commented Oct 18, 2024
View reviewed changes
sdk/python/feast/feature_store.py
Comment on lines +1489 to +1496
_ = await asyncio.gather(
*[
self.write_to_online_store_async(
fv.name, df, allow_registry_cache=allow_registry_cache
)
for fv in fvs
]
)
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for async push we parallelize all the writes to the online store ...

robhowley
robhowley commented Oct 18, 2024
View reviewed changes
sdk/python/feast/feature_store.py
Comment on lines +1498 to +1506
if to == PushMode.OFFLINE or to == PushMode.ONLINE_AND_OFFLINE:

def _offline_write():
for fv in fvs:
self.write_to_offline_store(
fv.name, df, allow_registry_cache=allow_registry_cache
)

await run_in_threadpool(_offline_write)
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@robhowley robhowley Oct 18, 2024 •
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... but keep the existing sync impl of offline writes except we'll put them in the threadpool so it doesn't block the server

robhowley
robhowley commented Oct 18, 2024
View reviewed changes
sdk/python/tests/unit/test_feature_server.py
Comment on lines +15 to +24
"online_write,push_mode,async_count",
[
(True, PushMode.ONLINE_AND_OFFLINE, 1),
(True, PushMode.OFFLINE, 0),
(True, PushMode.ONLINE, 1),
(False, PushMode.ONLINE_AND_OFFLINE, 0),
(False, PushMode.OFFLINE, 0),
(False, PushMode.ONLINE, 0),
],
)
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test ensures that the only time we attempt an async store.push is if online async write is supported and pushmode includes online

@robhowley
add async push interface
1f415dc 
Signed-off-by: Rob Howley <howley.robert@gmail.com>
@robhowley
add test to ensure only calling async when supported for the push mode
e161177 
Signed-off-by: Rob Howley <howley.robert@gmail.com>
@robhowley
clean up
205046c 
Signed-off-by: Rob Howley <howley.robert@gmail.com>
@robhowley
clean up test
d172157 
Signed-off-by: Rob Howley <howley.robert@gmail.com>
@robhowley robhowley marked this pull request as ready for review October 18, 2024 21:29
@robhowley robhowley requested a review from a team as a code owner October 18, 2024 21:29
@robhowley robhowley requested review from franciscojavierarceo, tokoko and HaoXuAI and removed request for a team October 18, 2024 21:29
franciscojavierarceo
franciscojavierarceo approved these changes Oct 21, 2024
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Nice

@franciscojavierarceo franciscojavierarceo merged commit 61abf89 into feast-dev:master Oct 21, 2024
32 checks passed
@robhowley robhowley deleted the rh-push-async branch October 21, 2024 14:13
emgeee pushed a commit to emgeee/feast that referenced this pull request Oct 23, 2024
@robhowley @emgeee
perf: Make /push async (feast-dev#4650)
66bb72f
@robhowley robhowley mentioned this pull request Oct 24, 2024
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HaoXuAI commented Oct 25, 2024

good feature!

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 <peruukki@hotmail.com>

* 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/eui@95.12.0: 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 <peruukki@hotmail.com>
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 <peruukki@hotmail.com>

* 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/eui@95.12.0: 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 <peruukki@hotmail.com>
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 <peruukki@hotmail.com>

* 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/eui@95.12.0: 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 <peruukki@hotmail.com>
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](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 <peruukki@hotmail.com>

* 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/eui@95.12.0: 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 <peruukki@hotmail.com>
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@tokoko tokoko tokoko approved these changes

@franciscojavierarceo franciscojavierarceo franciscojavierarceo approved these changes

@HaoXuAI HaoXuAI Awaiting requested review from HaoXuAI HaoXuAI is a code owner automatically assigned from feast-dev/maintainers

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@robhowley @HaoXuAI @franciscojavierarceo @tokoko