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GeezerVison is showing github.com — feat: Added matched_tag field search api results with fuzzy search capabilities by aniketpalu · Pull Request #5769 · feast-dev/feast

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aniketpalu commented Dec 11, 2025

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What this PR does / why we need it:

The search API doesn't indicate which tag matched a query, and tag matching only supports exact matches. This limits discoverability and usability.

Adds matched_tag to search results: when a tag matches (exact or fuzzy), the result includes matched_tag as a dictionary {key: value}.
Enables fuzzy matching for tags: tags are matched against the combined "key=value" string using the same fuzzy algorithm as names, with a 75% similarity threshold.
Preserves existing behaviour: exact tag matches still get score 60; exact matches take priority over fuzzy matches.

Response Example

{
  "query": "data",
  "projects_searched": [
    "test_project"
  ],
  "results": [
    {
      "type": "featureView",
      "name": "user_features",
      "description": "User demographic features",
      "project": "test_project",
      "match_score": 60,
      "matched_tag": {
        "team": "data"
      }
    },
    {
      "type": "featureService",
      "name": "user_service",
      "description": "Service for user-related features",
      "project": "test_project",
      "match_score": 60,
      "matched_tag": {
        "team": "data"
      }
    }
  ],
  "pagination": {
    "page": 1,
    "limit": 50,
    "totalCount": 2,
    "totalPages": 1
  },
  "errors": []
}

Which issue(s) this PR fixes:

RHOAIENG-41600

Misc

Added unit tests.

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aniketpalu added 2 commits

December 11, 2025 18:11


          feat: Added matched_tag field search api results with fuzzy search ca…

71b7ca3

…pabilities

Signed-off-by: Aniket Paluskar <[email protected]>


          Minor formatting & linting changes

04e6fcc

Signed-off-by: Aniket Paluskar <[email protected]>

aniketpalu requested a review from a team as a code owner

December 11, 2025 12:50


          Merge branch 'master' into RHOAIENG-41600

2753d60

ntkathole added the ok-to-test label

Dec 11, 2025

ntkathole reviewed

Dec 11, 2025

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sdk/python/tests/unit/api/test_search_api.py Resolved

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          Removed unnecessary debug statements

61fa2ef

Signed-off-by: Aniket Paluskar <[email protected]>

ntkathole approved these changes

Dec 11, 2025

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ntkathole merged commit 4a9ffae into feast-dev:master

Dec 11, 2025

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franciscojavierarceo pushed a commit that referenced this pull request

Dec 16, 2025


          chore(release): release 0.58.0

b601ef2

# [0.58.0](v0.57.0...v0.58.0) (2025-12-16)

### Bug Fixes

* Add java proto ([#5719](#5719)) ([fc3ea20](fc3ea20))
* Add possibility to force full features names for materialize ops ([#5728](#5728)) ([55c9c36](55c9c36))
* Fixed file registry cache sync ([09505d4](09505d4))
* Handle hyphon in sqlite project name ([#5575](#5575)) ([#5749](#5749)) ([b8346ff](b8346ff))
* Pinned substrait to fix protobuf issue ([d0ef4da](d0ef4da))
* Set TLS certificate annotation only on gRPC service ([#5715](#5715)) ([75d13db](75d13db))
* SQLite online store deletes tables from other projects in shared registry scenarios ([#5766](#5766)) ([fabce76](fabce76))
* Validate not existing entity join keys for preventing panic ([0b93559](0b93559))

### Features

* Add annotations for pod templates ([534e647](534e647))
* Add Pytorch template ([#5780](#5780)) ([6afd353](6afd353))
* Add support for extra options for stream source ([#5618](#5618)) ([18956c2](18956c2))
* Added matched_tag field search api results with fuzzy search capabilities ([#5769](#5769)) ([4a9ffae](4a9ffae))
* Added support for enabling metrics in Feast Operator ([#5317](#5317)) ([#5748](#5748)) ([a8498c2](a8498c2))
* Configure CacheTTLSecondscache,CacheMode for file-based registry in Feast Operator([#5708](#5708)) ([#5744](#5744)) ([f25f83b](f25f83b))
* Implemented Tiling Support for Time-Windowed Aggregations ([#5724](#5724)) ([7a99166](7a99166))
* Offline Store historical features retrieval based on datetime range for spark ([#5720](#5720)) ([27ec8ec](27ec8ec))
* Offline Store historical features retrieval based on datetime range in dask ([#5717](#5717)) ([a16582a](a16582a))
* Production ready feast operator with v1 apiversion ([#5771](#5771)) ([49359c6](49359c6))
* Support for Map value data type ([#5768](#5768)) ([#5772](#5772)) ([b99a8a9](b99a8a9))

antznette1 pushed a commit to antznette1/feast that referenced this pull request

Jan 3, 2026


          chore(release): release 0.58.0

a78a5de

# [0.58.0](feast-dev/feast@v0.57.0...v0.58.0) (2025-12-16)

### Bug Fixes

* Add java proto ([feast-dev#5719](feast-dev#5719)) ([fc3ea20](feast-dev@fc3ea20))
* Add possibility to force full features names for materialize ops ([feast-dev#5728](feast-dev#5728)) ([55c9c36](feast-dev@55c9c36))
* Fixed file registry cache sync ([09505d4](feast-dev@09505d4))
* Handle hyphon in sqlite project name ([feast-dev#5575](feast-dev#5575)) ([feast-dev#5749](feast-dev#5749)) ([b8346ff](feast-dev@b8346ff))
* Pinned substrait to fix protobuf issue ([d0ef4da](feast-dev@d0ef4da))
* Set TLS certificate annotation only on gRPC service ([feast-dev#5715](feast-dev#5715)) ([75d13db](feast-dev@75d13db))
* SQLite online store deletes tables from other projects in shared registry scenarios ([feast-dev#5766](feast-dev#5766)) ([fabce76](feast-dev@fabce76))
* Validate not existing entity join keys for preventing panic ([0b93559](feast-dev@0b93559))

### Features

* Add annotations for pod templates ([534e647](feast-dev@534e647))
* Add Pytorch template ([feast-dev#5780](feast-dev#5780)) ([6afd353](feast-dev@6afd353))
* Add support for extra options for stream source ([feast-dev#5618](feast-dev#5618)) ([18956c2](feast-dev@18956c2))
* Added matched_tag field search api results with fuzzy search capabilities ([feast-dev#5769](feast-dev#5769)) ([4a9ffae](feast-dev@4a9ffae))
* Added support for enabling metrics in Feast Operator ([feast-dev#5317](feast-dev#5317)) ([feast-dev#5748](feast-dev#5748)) ([a8498c2](feast-dev@a8498c2))
* Configure CacheTTLSecondscache,CacheMode for file-based registry in Feast Operator([feast-dev#5708](feast-dev#5708)) ([feast-dev#5744](feast-dev#5744)) ([f25f83b](feast-dev@f25f83b))
* Implemented Tiling Support for Time-Windowed Aggregations ([feast-dev#5724](feast-dev#5724)) ([7a99166](feast-dev@7a99166))
* Offline Store historical features retrieval based on datetime range for spark ([feast-dev#5720](feast-dev#5720)) ([27ec8ec](feast-dev@27ec8ec))
* Offline Store historical features retrieval based on datetime range in dask ([feast-dev#5717](feast-dev#5717)) ([a16582a](feast-dev@a16582a))
* Production ready feast operator with v1 apiversion ([feast-dev#5771](feast-dev#5771)) ([49359c6](feast-dev@49359c6))
* Support for Map value data type ([feast-dev#5768](feast-dev#5768)) ([feast-dev#5772](feast-dev#5772)) ([b99a8a9](feast-dev@b99a8a9))

Signed-off-by: Anthonette Adanyin <[email protected]>

franciscojavierarceo pushed a commit that referenced this pull request

Jan 5, 2026


          feat: Added matched_tag field search api results with fuzzy search ca…

ea3dc1c

…pabilities (#5769)

* feat: Added matched_tag field search api results with fuzzy search capabilities

Signed-off-by: Aniket Paluskar <[email protected]>

* Minor formatting & linting changes

Signed-off-by: Aniket Paluskar <[email protected]>

* Removed unnecessary debug statements

Signed-off-by: Aniket Paluskar <[email protected]>

---------

Signed-off-by: Aniket Paluskar <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>

franciscojavierarceo pushed a commit that referenced this pull request

Jan 5, 2026


          chore(release): release 0.58.0

807e80e

# [0.58.0](v0.57.0...v0.58.0) (2025-12-16)

### Bug Fixes

* Add java proto ([#5719](#5719)) ([fc3ea20](fc3ea20))
* Add possibility to force full features names for materialize ops ([#5728](#5728)) ([55c9c36](55c9c36))
* Fixed file registry cache sync ([09505d4](09505d4))
* Handle hyphon in sqlite project name ([#5575](#5575)) ([#5749](#5749)) ([b8346ff](b8346ff))
* Pinned substrait to fix protobuf issue ([d0ef4da](d0ef4da))
* Set TLS certificate annotation only on gRPC service ([#5715](#5715)) ([75d13db](75d13db))
* SQLite online store deletes tables from other projects in shared registry scenarios ([#5766](#5766)) ([fabce76](fabce76))
* Validate not existing entity join keys for preventing panic ([0b93559](0b93559))

### Features

* Add annotations for pod templates ([534e647](534e647))
* Add Pytorch template ([#5780](#5780)) ([6afd353](6afd353))
* Add support for extra options for stream source ([#5618](#5618)) ([18956c2](18956c2))
* Added matched_tag field search api results with fuzzy search capabilities ([#5769](#5769)) ([4a9ffae](4a9ffae))
* Added support for enabling metrics in Feast Operator ([#5317](#5317)) ([#5748](#5748)) ([a8498c2](a8498c2))
* Configure CacheTTLSecondscache,CacheMode for file-based registry in Feast Operator([#5708](#5708)) ([#5744](#5744)) ([f25f83b](f25f83b))
* Implemented Tiling Support for Time-Windowed Aggregations ([#5724](#5724)) ([7a99166](7a99166))
* Offline Store historical features retrieval based on datetime range for spark ([#5720](#5720)) ([27ec8ec](27ec8ec))
* Offline Store historical features retrieval based on datetime range in dask ([#5717](#5717)) ([a16582a](a16582a))
* Production ready feast operator with v1 apiversion ([#5771](#5771)) ([49359c6](49359c6))
* Support for Map value data type ([#5768](#5768)) ([#5772](#5772)) ([b99a8a9](b99a8a9))

Signed-off-by: Francisco Javier Arceo <[email protected]>

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ntkathole

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