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GeezerVison is showing github.com — perf: Make /push async by robhowley · Pull Request #4650 · feast-dev/feast

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@robhowley

@robhowley robhowley commented Oct 18, 2024 •
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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

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@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 force-pushed the rh-push-async branch from 3b79f1f to 344171c Compare October 18, 2024 21:23
robhowley
robhowley commented Oct 18, 2024
View reviewed changes
Comment thread 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)

@robhowley robhowley Oct 18, 2024

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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

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robhowley
robhowley commented Oct 18, 2024
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Comment thread 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
]
)

@robhowley robhowley Oct 18, 2024

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for async push we parallelize all the writes to the online store ...

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robhowley
robhowley commented Oct 18, 2024
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Comment thread 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)

@robhowley robhowley Oct 18, 2024 •
edited
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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

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robhowley
robhowley commented Oct 18, 2024
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Comment thread 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),
],
)

@robhowley robhowley Oct 18, 2024

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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

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robhowley added 4 commits October 18, 2024 17:28
@robhowley
add async push interface
1f415dc 
Signed-off-by: Rob Howley <[email protected]>
@robhowley
add test to ensure only calling async when supported for the push mode
e161177 
Signed-off-by: Rob Howley <[email protected]>
@robhowley
clean up
205046c 
Signed-off-by: Rob Howley <[email protected]>
@robhowley
clean up test
d172157 
Signed-off-by: Rob Howley <[email protected]>
@robhowley
robhowley force-pushed the rh-push-async branch from 69ee33a to d172157 Compare October 18, 2024 21:28
@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, haoxu0 and tokoko and removed request for a team October 18, 2024 21:29
@franciscojavierarceo franciscojavierarceo added approved ok-to-test labels Oct 21, 2024
franciscojavierarceo
franciscojavierarceo approved these changes Oct 21, 2024
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Nice

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tokoko
tokoko approved these changes Oct 21, 2024
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@franciscojavierarceo
franciscojavierarceo merged commit 61abf89 into feast-dev:master Oct 21, 2024
@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
perf: Implement dynamo write_batch_async #4675
Merged
@haoxu0

haoxu0 commented Oct 25, 2024

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good feature!
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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](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]>
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@franciscojavierarceo franciscojavierarceo franciscojavierarceo approved these changes
@tokoko tokoko tokoko approved these changes
@haoxu0 haoxu0 Awaiting requested review from haoxu0 haoxu0 is a code owner automatically assigned from feast-dev/maintainers

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@robhowley @haoxu0 @franciscojavierarceo @tokoko
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