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GeezerVison is showing github.com — fix: Pass native input values to `get_online_features` from feature server by tokoko · Pull Request #4117 · feast-dev/feast

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tokoko commented Apr 19, 2024

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What this PR does / why we need it:

Feature server invokes get_online_features a little differently from sdk. It converts native python values to proto values with a simple proto Parse and as a result doesn't take into account the exact data types of the entities involved. This PR removes this preprocessing step from feature server, which now passes native python values to get_online_features that already has a logic in place to better handle type conversion.

Which issue(s) this PR fixes:

Fixes #4110

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          fix: Pass native input values to get_online_features from feature server

c87dfda

Signed-off-by: tokoko <[email protected]>

franciscojavierarceo added the ok-to-test label

Apr 19, 2024

franciscojavierarceo reviewed

Apr 19, 2024

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sdk/python/feast/feature_server.py

		request_proto = GetOnlineFeaturesRequest()
		Parse(body, request_proto)

		body = json.loads(body)

franciscojavierarceo Apr 19, 2024

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I'm curious why they serialized this into Protobuf....it was probably on purpose so I'm not exactly sure changes it to Python objects is ideal but if tests pass I suppose it's hard to argue.

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tokoko Apr 19, 2024

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I'm not sure about that either. they probably wanted to use it as a form of input validation and to sort of align http and grpc servers.

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          remove unnecessary type ignore hint

3271a5a

Signed-off-by: tokoko <[email protected]>

jeremyary approved these changes

May 2, 2024

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jeremyary merged commit 60756cb into feast-dev:master

May 2, 2024

tokoko deleted the fix-feature-server-entity-types branch

May 2, 2024 14:43

tmihalac pushed a commit to tmihalac/feast that referenced this pull request

May 3, 2024


          fix: Pass native input values to get_online_features from feature s…

b6476e3

…erver (feast-dev#4117)

* fix: Pass native input values to get_online_features from feature server

Signed-off-by: tokoko <[email protected]>

* remove unnecessary type ignore hint

Signed-off-by: tokoko <[email protected]>

---------

Signed-off-by: tokoko <[email protected]>

tmihalac pushed a commit to tmihalac/feast that referenced this pull request

May 3, 2024


          fix: Pass native input values to get_online_features from feature s…

c98711d

…erver (feast-dev#4117)

* fix: Pass native input values to get_online_features from feature server

Signed-off-by: tokoko <[email protected]>

* remove unnecessary type ignore hint

Signed-off-by: tokoko <[email protected]>

---------

Signed-off-by: tokoko <[email protected]>
Signed-off-by: Theodor Mihalache <[email protected]>

franciscojavierarceo pushed a commit that referenced this pull request

May 24, 2024


          chore(release): release 0.38.0

65de0d2

# [0.38.0](v0.37.0...v0.38.0) (2024-05-24)

### Bug Fixes

* Add vector database doc ([#4165](#4165)) ([37f36b6](37f36b6))
* Change checkout action back to v3 from v5 which isn't released yet ([#4147](#4147)) ([9523fff](9523fff))
* Change numpy version <1.25 dependency to <2 in setup.py ([#4085](#4085)) ([2ba71ff](2ba71ff)), closes [#4084](#4084)
* Changed the code the way mysql container is initialized.  ([#4140](#4140)) ([8b5698f](8b5698f)), closes [#4126](#4126)
* Correct nightly install command, move all installs to uv ([#4164](#4164)) ([c86d594](c86d594))
* Default value is not set in Redis connection string using environment variable ([#4136](#4136)) ([95acfb4](95acfb4)), closes [#3669](#3669)
* Get container host addresses from testcontainers (java) ([#4125](#4125)) ([9184dde](9184dde))
* Get rid of empty string `name_alias` during feature view projection deserialization  ([#4116](#4116)) ([65056ce](65056ce))
* Helm chart `feast-feature-server`, improve Service template name ([#4161](#4161)) ([dedc164](dedc164))
* Improve the code related to on-demand-featureview. ([#4203](#4203)) ([d91d7e0](d91d7e0))
* Integration tests for async sdk method ([#4201](#4201)) ([08c44ae](08c44ae))
* Make sure schema is used when calling `get_table_query_string` method for Snowflake datasource ([#4131](#4131)) ([c1579c7](c1579c7))
* Make sure schema is used when generating `from_expression` for Snowflake ([#4177](#4177)) ([5051da7](5051da7))
* Pass native input values to `get_online_features` from feature server ([#4117](#4117)) ([60756cb](60756cb))
* Pass region to S3 client only if set (Java) ([#4151](#4151)) ([b8087f7](b8087f7))
* Pgvector patch ([#4108](#4108)) ([ad45bb4](ad45bb4))
* Update doc ([#4153](#4153)) ([e873636](e873636))
* Update master-only benchmark bucket name due to credential update ([#4183](#4183)) ([e88f1e3](e88f1e3))
* Updating the instructions for quickstart guide. ([#4120](#4120)) ([0c30e96](0c30e96))
* Upgrading the test container so that local tests works with updated d… ([#4155](#4155)) ([93ddb11](93ddb11))

### Features

* Add a Kubernetes Operator for the Feast Feature Server ([#4145](#4145)) ([4a696dc](4a696dc))
* Add delta format to `FileSource`, add support for it in ibis/duckdb ([#4123](#4123)) ([2b6f1d0](2b6f1d0))
* Add materialization support to ibis/duckdb ([#4173](#4173)) ([369ca98](369ca98))
* Add optional private key params to Snowflake config ([#4205](#4205)) ([20f5419](20f5419))
* Add s3 remote storage export for duckdb ([#4195](#4195)) ([6a04c48](6a04c48))
* Adding DatastoreOnlineStore 'database' argument. ([#4180](#4180)) ([e739745](e739745))
* Adding get_online_features_async to feature store sdk ([#4172](#4172)) ([311efc5](311efc5))
* Adding support for dictionary writes to online store  ([#4156](#4156)) ([abfac01](abfac01))
* Elasticsearch vector database ([#4188](#4188)) ([bf99640](bf99640))
* Enable other distance metrics for Vector DB and Update docs ([#4170](#4170)) ([ba9f4ef](ba9f4ef))
* Feast/IKV datetime edgecase errors ([#4211](#4211)) ([bdae562](bdae562))
* Feast/IKV documenation language changes ([#4149](#4149)) ([690a621](690a621))
* Feast/IKV online store contrib plugin integration ([#4068](#4068)) ([f2b4eb9](f2b4eb9))
* Feast/IKV online store documentation ([#4146](#4146)) ([73601e4](73601e4))
* Feast/IKV upgrade client version ([#4200](#4200)) ([0e42150](0e42150))
* Incorporate substrait ODFVs into ibis-based offline store queries ([#4102](#4102)) ([c3a102f](c3a102f))
* Isolate input-dependent calculations in `get_online_features` ([#4041](#4041)) ([2a6edea](2a6edea))
* Make arrow primary interchange for online ODFV execution ([#4143](#4143)) ([3fdb716](3fdb716))
* Move data source validation entrypoint to offline store ([#4197](#4197)) ([a17725d](a17725d))
* Upgrading python version to 3.11, adding support for 3.11 as well. ([#4159](#4159)) ([4b1634f](4b1634f)), closes [#4152](#4152) [#4114](#4114)

### Reverts

* Reverts "fix: Using version args to install the correct feast version" ([#4112](#4112)) ([b66baa4](b66baa4)), closes [#3953](#3953)

franciscojavierarceo pushed a commit that referenced this pull request

May 27, 2024


          chore(release): release 0.38.0

277bad4

# [0.38.0](v0.37.0...v0.38.0) (2024-05-24)

### Bug Fixes

* Add vector database doc ([#4165](#4165)) ([37f36b6](37f36b6))
* Change checkout action back to v3 from v5 which isn't released yet ([#4147](#4147)) ([9523fff](9523fff))
* Change numpy version <1.25 dependency to <2 in setup.py ([#4085](#4085)) ([2ba71ff](2ba71ff)), closes [#4084](#4084)
* Changed the code the way mysql container is initialized.  ([#4140](#4140)) ([8b5698f](8b5698f)), closes [#4126](#4126)
* Correct nightly install command, move all installs to uv ([#4164](#4164)) ([c86d594](c86d594))
* Default value is not set in Redis connection string using environment variable ([#4136](#4136)) ([95acfb4](95acfb4)), closes [#3669](#3669)
* Get container host addresses from testcontainers (java) ([#4125](#4125)) ([9184dde](9184dde))
* Get rid of empty string `name_alias` during feature view projection deserialization  ([#4116](#4116)) ([65056ce](65056ce))
* Helm chart `feast-feature-server`, improve Service template name ([#4161](#4161)) ([dedc164](dedc164))
* Improve the code related to on-demand-featureview. ([#4203](#4203)) ([d91d7e0](d91d7e0))
* Integration tests for async sdk method ([#4201](#4201)) ([08c44ae](08c44ae))
* Make sure schema is used when calling `get_table_query_string` method for Snowflake datasource ([#4131](#4131)) ([c1579c7](c1579c7))
* Make sure schema is used when generating `from_expression` for Snowflake ([#4177](#4177)) ([5051da7](5051da7))
* Pass native input values to `get_online_features` from feature server ([#4117](#4117)) ([60756cb](60756cb))
* Pass region to S3 client only if set (Java) ([#4151](#4151)) ([b8087f7](b8087f7))
* Pgvector patch ([#4108](#4108)) ([ad45bb4](ad45bb4))
* Update doc ([#4153](#4153)) ([e873636](e873636))
* Update master-only benchmark bucket name due to credential update ([#4183](#4183)) ([e88f1e3](e88f1e3))
* Updating the instructions for quickstart guide. ([#4120](#4120)) ([0c30e96](0c30e96))
* Upgrading the test container so that local tests works with updated d… ([#4155](#4155)) ([93ddb11](93ddb11))

### Features

* Add a Kubernetes Operator for the Feast Feature Server ([#4145](#4145)) ([4a696dc](4a696dc))
* Add delta format to `FileSource`, add support for it in ibis/duckdb ([#4123](#4123)) ([2b6f1d0](2b6f1d0))
* Add materialization support to ibis/duckdb ([#4173](#4173)) ([369ca98](369ca98))
* Add optional private key params to Snowflake config ([#4205](#4205)) ([20f5419](20f5419))
* Add s3 remote storage export for duckdb ([#4195](#4195)) ([6a04c48](6a04c48))
* Adding DatastoreOnlineStore 'database' argument. ([#4180](#4180)) ([e739745](e739745))
* Adding get_online_features_async to feature store sdk ([#4172](#4172)) ([311efc5](311efc5))
* Adding support for dictionary writes to online store  ([#4156](#4156)) ([abfac01](abfac01))
* Elasticsearch vector database ([#4188](#4188)) ([bf99640](bf99640))
* Enable other distance metrics for Vector DB and Update docs ([#4170](#4170)) ([ba9f4ef](ba9f4ef))
* Feast/IKV datetime edgecase errors ([#4211](#4211)) ([bdae562](bdae562))
* Feast/IKV documenation language changes ([#4149](#4149)) ([690a621](690a621))
* Feast/IKV online store contrib plugin integration ([#4068](#4068)) ([f2b4eb9](f2b4eb9))
* Feast/IKV online store documentation ([#4146](#4146)) ([73601e4](73601e4))
* Feast/IKV upgrade client version ([#4200](#4200)) ([0e42150](0e42150))
* Incorporate substrait ODFVs into ibis-based offline store queries ([#4102](#4102)) ([c3a102f](c3a102f))
* Isolate input-dependent calculations in `get_online_features` ([#4041](#4041)) ([2a6edea](2a6edea))
* Make arrow primary interchange for online ODFV execution ([#4143](#4143)) ([3fdb716](3fdb716))
* Move data source validation entrypoint to offline store ([#4197](#4197)) ([a17725d](a17725d))
* Upgrading python version to 3.11, adding support for 3.11 as well. ([#4159](#4159)) ([4b1634f](4b1634f)), closes [#4152](#4152) [#4114](#4114)

### Reverts

* Reverts "fix: Using version args to install the correct feast version" ([#4112](#4112)) ([b66baa4](b66baa4)), closes [#3953](#3953)

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franciscojavierarceo

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feast serve convert number to INT64

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