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GeezerVison is showing github.com — fix: Remote apply using offline store by dmartinol · Pull Request #4559 · feast-dev/feast

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@dmartinol

@dmartinol dmartinol commented Sep 23, 2024

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What this PR does / why we need it:

Moves methods used to run feast apply in the Offline Server.
E.g. DataSource.get_column_names_and_types

Which issue(s) this PR fixes:

Fixes #4529 and #4542

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@dmartinol
dmartinol requested a review from a team as a code owner September 23, 2024 16:24
@dmartinol
dmartinol requested review from haoxu0, shuchu and tokoko and removed request for a team September 23, 2024 16:24
@jeremyary jeremyary added the ok-to-test label Sep 23, 2024
tokoko
tokoko reviewed Sep 23, 2024
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Comment thread sdk/python/feast/infra/passthrough_provider.py Outdated
def get_table_column_names_and_types_from_data_source(
self, config: RepoConfig, data_source: DataSource
) -> Iterable[Tuple[str, str]]:
if isinstance(data_source, FileSource):

@tokoko tokoko Sep 23, 2024

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why do we need this? note that FileSource is not necessarily local, it might be an S3 path that's only accessible from offline server in a secure deployment.

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@dmartinol dmartinol Sep 23, 2024

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main reason is that ITs are failing, probably due to messages like

  sdk/python/feast/feature_view.py:425: UserWarning: There are some mismatches in your feature view: order registered entities. Please check if you have applied your entities correctly.Entities: ['customer_id', 'driver'] vs Entity Columns: [driver_id-Int64]

but if S3 is also there, it must be fixed differently. I will investigate further

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@dmartinol dmartinol Sep 24, 2024

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The root cause of the original issue RemoteOfflineStoreConfig' object has no attribute 'user' is the following: in a distributed setup with a remote offline server, feast apply cannot run from the client host because some functions assume to be executed using the actual feast offline_store configuration, not the remote one.
DataSource.get_table_column_names_and_types is one of such functions.

The idea behind this PR was to move the get_table_column_names_and_types execution under the offline store responsibilities, so that it could execute within the offline server in case of a distributed setup.
By passing the data source name to the remote request, the offline server can fetch the data source instance from the registry and delegate execution to it, allowing the data source to run using its actual connection.

This idea fails miserably until the data source has been successfully registered, e.g. feast apply was properly executed, which is exactly the issue we want to fix.

So, the only option to let the offline store handle the data source instance without fetching it from the DB seems to pass its entire configuration to the server, maybe using the protos to easily rebuild the instance. WDYT?

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@dmartinol dmartinol Sep 25, 2024

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@tokoko PR ready: using protos instead of names

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@dmartinol

dmartinol commented Oct 1, 2024

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@tokoko @franciscojavierarceo no feedback?
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franciscojavierarceo
franciscojavierarceo reviewed Oct 14, 2024
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Comment thread sdk/python/feast/feature_store.py Resolved

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franciscojavierarceo reviewed Oct 14, 2024
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Comment thread sdk/python/feast/inference.py Resolved

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small request for a change

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dmartinol added 3 commits October 15, 2024 08:31
@dmartinol
remote apply using offline store
6fa1738 
Signed-off-by: Daniele Martinoli <[email protected]>
@dmartinol
passing data source proto to the offline server
fb0a18f 
Signed-off-by: Daniele Martinoli <[email protected]>
@dmartinol
fixed linting, added permission asserts
dbf1ea6 
Signed-off-by: Daniele Martinoli <[email protected]>
@dmartinol
dmartinol force-pushed the remote_apply branch from db72628 to dbf1ea6 Compare October 15, 2024 06:36
franciscojavierarceo
franciscojavierarceo approved these changes Oct 15, 2024
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lgtm

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@franciscojavierarceo
franciscojavierarceo merged commit ac62a32 into feast-dev:master Oct 15, 2024
robhowley pushed a commit to robhowley/feast that referenced this pull request Oct 16, 2024
@dmartinol @robhowley
fix: Remote apply using offline store (feast-dev#4559)
559c3c9 
* remote apply using offline store

Signed-off-by: Daniele Martinoli <[email protected]>

* passing data source proto to the offline server

Signed-off-by: Daniele Martinoli <[email protected]>

* fixed linting, added permission asserts

Signed-off-by: Daniele Martinoli <[email protected]>

---------

Signed-off-by: Daniele Martinoli <[email protected]>
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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Reviewers

@tokoko tokoko tokoko left review comments
@franciscojavierarceo franciscojavierarceo franciscojavierarceo approved these changes
@shuchu shuchu Awaiting requested review from shuchu shuchu is a code owner automatically assigned from feast-dev/maintainers
@haoxu0 haoxu0 Awaiting requested review from haoxu0 haoxu0 is a code owner automatically assigned from feast-dev/maintainers

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@dmartinol @franciscojavierarceo @tokoko @jeremyary
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