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feat: Adding vector_search parameter to fields #4855

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merged 4 commits into from
Dec 18, 2024

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franciscojavierarceo
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@franciscojavierarceo franciscojavierarceo commented Dec 17, 2024

What this PR does / why we need it:

This PR adds vector_index and vector_search_metric to the Feature protobuf object (which maps to the Field class) that will be used to declare field-level index behavior for online retrieval. I.e., during ingestion we can declare which fields are indexed as vectors for approximate nearest neighbor search.

  • Update protobuf objects (and impacted protobuf objects)
  • Update class
  • Update Sphinx documentation

Which issue(s) this PR fixes:

N/A

Misc

N/A

…oing to ignore them so it is backwards compatible

Signed-off-by: Francisco Javier Arceo <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
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@dmartinol dmartinol left a comment

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all changes in the sdk/python/feast/protos/feast/core/ folder seem due to some missed compilation of protos in a previous commit, and not related to your actual change, right?
apart of that, lgtm

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Yeah it looks like it. I'll make an action to run some checks to verify it from now on.

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By the way @dmartinol can you approve?

@franciscojavierarceo franciscojavierarceo merged commit 739eaa7 into master Dec 18, 2024
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franciscojavierarceo pushed a commit that referenced this pull request Jan 20, 2025
# [0.43.0](v0.42.0...v0.43.0) (2025-01-20)

### Bug Fixes

* Add k8s module to feature-server image ([#4839](#4839)) ([f565565](f565565))
* Adding input to workflow ([e3e8c97](e3e8c97))
* Change image push to use --all-tags option ([#4926](#4926)) ([02458fd](02458fd))
* Fix integration build/push for images ([#4923](#4923)) ([695e49b](695e49b))
* Fix integration operator push ([#4924](#4924)) ([13c7267](13c7267))
* Fix release.yml ([#4845](#4845)) ([b4768a8](b4768a8))
* Fixing some of the warnings with the github actions ([#4763](#4763)) ([1119439](1119439))
* Improve status.applied updates & add offline pvc unit test ([#4871](#4871)) ([3f49517](3f49517))
* Made fixes to Go Operator DB persistence ([#4830](#4830)) ([cdc0753](cdc0753))
* Make transformation_service_endpoint configuration optional ([#4880](#4880)) ([c62377b](c62377b))
* Move pre-release image builds to quay.io, retire gcr.io pushes ([#4922](#4922)) ([40b975b](40b975b))
* Performance regression in /get-online-features ([#4892](#4892)) ([0db56a2](0db56a2))
* Refactor Operator to deploy all feast services to the same Deployment/Pod ([#4863](#4863)) ([88854dd](88854dd))
* Remove unnecessary google cloud steps & upgrade docker action versions ([#4925](#4925)) ([32aaf9a](32aaf9a))
* Remove verifyClient TLS offlineStore option from the Operator ([#4847](#4847)) ([79fa247](79fa247))
* Resolving syntax error while querying a feature view with column name starting with a number and BigQuery as data source ([#4908](#4908)) ([d3495a0](d3495a0))
* Updated python-helm-demo example to use MinIO instead of GS ([#4691](#4691)) ([31afd99](31afd99))

### Features

* Add date field support to spark ([#4913](#4913)) ([a8aeb79](a8aeb79))
* Add date support when converting from python to feast types ([#4918](#4918)) ([bd9f071](bd9f071))
* Add duckdb extra to multicloud release image ([#4862](#4862)) ([b539eba](b539eba))
* Add milvus package to release image & option to Operator ([#4870](#4870)) ([ef724b6](ef724b6))
* Add Milvus Vector Database Implementation ([#4751](#4751)) ([22c7b58](22c7b58))
* Add online/offline replica support ([#4812](#4812)) ([b97da6c](b97da6c))
* Added pvc accessModes support ([#4851](#4851)) ([a73514c](a73514c))
* Adding EnvFrom support for the OptionalConfigs type to the Go Operator ([#4909](#4909)) ([e01e510](e01e510))
* Adding Feature Server to components docs ([#4868](#4868)) ([f95e54b](f95e54b))
* Adding features field to retrieve_online_features to return mor… ([#4869](#4869)) ([7df287e](7df287e))
* Adding packages for Milvus Online Store ([#4854](#4854)) ([49171bd](49171bd))
* Adding vector_search parameter to fields ([#4855](#4855)) ([739eaa7](739eaa7))
* Feast Operator support log level configuration for services ([#4808](#4808)) ([19424bc](19424bc))
* Go Operator - Parsing the output to go structs ([#4832](#4832)) ([732865f](732865f))
* Implement `date_partition_column` for `SparkSource` ([#4844](#4844)) ([c5ffa03](c5ffa03))
* Loading the CA trusted store certificate into Feast to verify the public certificate. ([#4852](#4852)) ([132ce2a](132ce2a))
* Operator E2E test to validate FeatureStore custom resource using remote registry ([#4822](#4822)) ([d558ef7](d558ef7))
* Operator improvements ([#4928](#4928)) ([7a1f4dd](7a1f4dd))
* Removing the tls_verify_client flag from feast cli for offline server. ([#4842](#4842)) ([8320e23](8320e23))
* Separating the RBAC and Remote related integration tests. ([#4905](#4905)) ([76e1e21](76e1e21))
* Snyk vulnerability issues fix. ([#4867](#4867)) ([dbc9207](dbc9207)), closes [#6](#6) [#3](#3) [#4](#4)
* Use ASOF JOIN in Snowflake offline store query ([#4850](#4850)) ([8f591a2](8f591a2))

### Reverts

* Revert "chore: Add Milvus to pr_integration_tests.yml" ([#4900](#4900)) ([07958f7](07958f7)), closes [#4891](#4891)
tmihalac pushed a commit to opendatahub-io/feast that referenced this pull request Jan 21, 2025
# [0.43.0](feast-dev/feast@v0.42.0...v0.43.0) (2025-01-20)

### Bug Fixes

* Add k8s module to feature-server image ([feast-dev#4839](feast-dev#4839)) ([f565565](feast-dev@f565565))
* Adding input to workflow ([e3e8c97](feast-dev@e3e8c97))
* Change image push to use --all-tags option ([feast-dev#4926](feast-dev#4926)) ([02458fd](feast-dev@02458fd))
* Fix integration build/push for images ([feast-dev#4923](feast-dev#4923)) ([695e49b](feast-dev@695e49b))
* Fix integration operator push ([feast-dev#4924](feast-dev#4924)) ([13c7267](feast-dev@13c7267))
* Fix release.yml ([feast-dev#4845](feast-dev#4845)) ([b4768a8](feast-dev@b4768a8))
* Fixing some of the warnings with the github actions ([feast-dev#4763](feast-dev#4763)) ([1119439](feast-dev@1119439))
* Improve status.applied updates & add offline pvc unit test ([feast-dev#4871](feast-dev#4871)) ([3f49517](feast-dev@3f49517))
* Made fixes to Go Operator DB persistence ([feast-dev#4830](feast-dev#4830)) ([cdc0753](feast-dev@cdc0753))
* Make transformation_service_endpoint configuration optional ([feast-dev#4880](feast-dev#4880)) ([c62377b](feast-dev@c62377b))
* Move pre-release image builds to quay.io, retire gcr.io pushes ([feast-dev#4922](feast-dev#4922)) ([40b975b](feast-dev@40b975b))
* Performance regression in /get-online-features ([feast-dev#4892](feast-dev#4892)) ([0db56a2](feast-dev@0db56a2))
* Refactor Operator to deploy all feast services to the same Deployment/Pod ([feast-dev#4863](feast-dev#4863)) ([88854dd](feast-dev@88854dd))
* Remove unnecessary google cloud steps & upgrade docker action versions ([feast-dev#4925](feast-dev#4925)) ([32aaf9a](feast-dev@32aaf9a))
* Remove verifyClient TLS offlineStore option from the Operator ([feast-dev#4847](feast-dev#4847)) ([79fa247](feast-dev@79fa247))
* Resolving syntax error while querying a feature view with column name starting with a number and BigQuery as data source ([feast-dev#4908](feast-dev#4908)) ([d3495a0](feast-dev@d3495a0))
* Updated python-helm-demo example to use MinIO instead of GS ([feast-dev#4691](feast-dev#4691)) ([31afd99](feast-dev@31afd99))

### Features

* Add date field support to spark ([feast-dev#4913](feast-dev#4913)) ([a8aeb79](feast-dev@a8aeb79))
* Add date support when converting from python to feast types ([feast-dev#4918](feast-dev#4918)) ([bd9f071](feast-dev@bd9f071))
* Add duckdb extra to multicloud release image ([feast-dev#4862](feast-dev#4862)) ([b539eba](feast-dev@b539eba))
* Add milvus package to release image & option to Operator ([feast-dev#4870](feast-dev#4870)) ([ef724b6](feast-dev@ef724b6))
* Add Milvus Vector Database Implementation ([feast-dev#4751](feast-dev#4751)) ([22c7b58](feast-dev@22c7b58))
* Add online/offline replica support ([feast-dev#4812](feast-dev#4812)) ([b97da6c](feast-dev@b97da6c))
* Added pvc accessModes support ([feast-dev#4851](feast-dev#4851)) ([a73514c](feast-dev@a73514c))
* Adding EnvFrom support for the OptionalConfigs type to the Go Operator ([feast-dev#4909](feast-dev#4909)) ([e01e510](feast-dev@e01e510))
* Adding Feature Server to components docs ([feast-dev#4868](feast-dev#4868)) ([f95e54b](feast-dev@f95e54b))
* Adding features field to retrieve_online_features to return mor… ([feast-dev#4869](feast-dev#4869)) ([7df287e](feast-dev@7df287e))
* Adding packages for Milvus Online Store ([feast-dev#4854](feast-dev#4854)) ([49171bd](feast-dev@49171bd))
* Adding vector_search parameter to fields ([feast-dev#4855](feast-dev#4855)) ([739eaa7](feast-dev@739eaa7))
* Feast Operator support log level configuration for services ([feast-dev#4808](feast-dev#4808)) ([19424bc](feast-dev@19424bc))
* Go Operator - Parsing the output to go structs ([feast-dev#4832](feast-dev#4832)) ([732865f](feast-dev@732865f))
* Implement `date_partition_column` for `SparkSource` ([feast-dev#4844](feast-dev#4844)) ([c5ffa03](feast-dev@c5ffa03))
* Loading the CA trusted store certificate into Feast to verify the public certificate. ([feast-dev#4852](feast-dev#4852)) ([132ce2a](feast-dev@132ce2a))
* Operator E2E test to validate FeatureStore custom resource using remote registry ([feast-dev#4822](feast-dev#4822)) ([d558ef7](feast-dev@d558ef7))
* Operator improvements ([feast-dev#4928](feast-dev#4928)) ([7a1f4dd](feast-dev@7a1f4dd))
* Removing the tls_verify_client flag from feast cli for offline server. ([feast-dev#4842](feast-dev#4842)) ([8320e23](feast-dev@8320e23))
* Separating the RBAC and Remote related integration tests. ([feast-dev#4905](feast-dev#4905)) ([76e1e21](feast-dev@76e1e21))
* Snyk vulnerability issues fix. ([feast-dev#4867](feast-dev#4867)) ([dbc9207](feast-dev@dbc9207)), closes [#6](feast-dev#6) [#3](feast-dev#3) [#4](feast-dev#4)
* Use ASOF JOIN in Snowflake offline store query ([feast-dev#4850](feast-dev#4850)) ([8f591a2](feast-dev@8f591a2))

### Reverts

* Revert "chore: Add Milvus to pr_integration_tests.yml" ([feast-dev#4900](feast-dev#4900)) ([07958f7](feast-dev@07958f7)), closes [feast-dev#4891](feast-dev#4891)
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