feat: Enable static artifacts for feature server that can be used in Feature Transformations #5787
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…Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
…Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
…Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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CI was passing before the AWS issue. Going to merge. |
antznette1
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Jan 3, 2026
…Feature Transformations (feast-dev#5787) * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * updated docs Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * adding docs Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * update Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> Signed-off-by: Anthonette Adanyin <106275232+antznette1@users.noreply.github.com>
franciscojavierarceo
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Jan 5, 2026
…Feature Transformations (#5787) * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * feat: Enable static artifacts for feature server that can be used in Feature Transformations Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * updated docs Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * adding docs Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> * update Signed-off-by: Francisco Javier Arceo <farceo@redhat.com> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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What this PR does / why we need it:
Improves speed of embedding transformation so static artifacts are loaded at build time.
Enables loading models, lookup tables, and other static resources once at server startup instead of per-request, improving performance for real-time inference.
Changes
load_static_artifacts()function to feature server with FastAPI lifespan integrationstatic_artifacts.pymodule and pre-loaded artifact usageWhich issue(s) this PR fixes:
N/A
Misc