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Add feature view versioning support to SingleStore online store · Issue #6181 · feast-dev/feast · GitHub
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Add feature view versioning support to SingleStore online store #6181

Description

@franciscojavierarceo

Summary

Add versioned feature view read/write support to the SingleStore online store, so that version-qualified feature references (e.g., driver_stats@v2:trips_today) resolve to the correct versioned data.

Context

Feature view versioning was introduced in #6101. Currently, only the SQLite online store supports versioned reads/writes. All other online stores raise VersionedOnlineReadNotSupported when a versioned ref is used.

The implementation pattern (see sqlite.py for reference) involves:

  1. Write path: When enable_online_feature_view_versioning is enabled, materialize data into a version-specific table/key namespace (e.g., {project}_{fv_name}_v{version})
  2. Read path: Route version-qualified lookups to the correct versioned table/key namespace

Reference implementation

  • SQLite online store: sdk/python/feast/infra/online_stores/sqlite.py
  • Store file: sdk/python/feast/infra/online_stores/singlestore_online_store/singlestore.py

Related

Part of #2728

Activity

  1. antznette1 commented on Mar 28, 2026

    @antznette1
    Contributor

    Can I jump on this?

  2. franciscojavierarceo commented on Mar 29, 2026

    @franciscojavierarceo
    MemberAuthor

    Yeah sure!

  3. antznette1 commented on Apr 1, 2026

    @antznette1
    Contributor

    I have created the PR, awaiting your review @franciscojavierarceo

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