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feat: Added matched_tag field search api results with fuzzy search capabilities by aniketpalu · Pull Request #5769 · feast-dev/feast · GitHub
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feat: Added matched_tag field search api results with fuzzy search capabilities#5769

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ntkathole merged 4 commits into
feast-dev:masterfrom
aniketpalu:RHOAIENG-41600
Dec 11, 2025
Merged

feat: Added matched_tag field search api results with fuzzy search capabilities#5769
ntkathole merged 4 commits into
feast-dev:masterfrom
aniketpalu:RHOAIENG-41600

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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.

feat: Added matched_tag field search api results with fuzzy search ca… …
71b7ca3
…pabilities Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
Minor formatting & linting changes …
04e6fcc
Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
aniketpalu requested a review from a team as a code owner December 11, 2025 12:50
ntkathole reviewed Dec 11, 2025
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Comment thread sdk/python/tests/unit/api/test_search_api.py Show resolved Hide resolved
Removed unnecessary debug statements …
61fa2ef
Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
ntkathole approved these changes Dec 11, 2025
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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

Looks good

Hide details View details 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 <106275232+antznette1@users.noreply.github.com>
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 <apaluska@redhat.com> * Minor formatting & linting changes Signed-off-by: Aniket Paluskar <apaluska@redhat.com> * Removed unnecessary debug statements Signed-off-by: Aniket Paluskar <apaluska@redhat.com> --------- Signed-off-by: Aniket Paluskar <apaluska@redhat.com> Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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 <farceo@redhat.com>
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