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feat: Added matched_tag field search api results with fuzzy search capabilities #5769

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Merged
ntkathole merged 4 commits into from
Dec 11, 2025
Merged

feat: Added matched_tag field search api results with fuzzy search capabilities #5769

ntkathole merged 4 commits into from
Dec 11, 2025

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@aniketpalu
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@aniketpalu aniketpalu commented Dec 11, 2025

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.

@aniketpalu
feat: Added matched_tag field search api results with fuzzy search ca…
71b7ca3 
…pabilities

Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
@aniketpalu
Minor formatting & linting changes
04e6fcc 
Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
@aniketpalu aniketpalu requested a review from a team as a code owner December 11, 2025 12:50
ntkathole
ntkathole reviewed Dec 11, 2025
View reviewed changes
@aniketpalu
Removed unnecessary debug statements
61fa2ef 
Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
ntkathole
ntkathole approved these changes Dec 11, 2025
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Looks good

@ntkathole ntkathole merged commit 4a9ffae into feast-dev:master Dec 11, 2025
17 checks passed
franciscojavierarceo pushed a commit that referenced this pull request Dec 16, 2025
@feast-ci-bot
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))
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@aniketpalu @ntkathole