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 <[email protected]>
…Feature Transformations Signed-off-by: Francisco Javier Arceo <[email protected]>
…Feature Transformations Signed-off-by: Francisco Javier Arceo <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
Signed-off-by: Francisco Javier Arceo <[email protected]>
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CI was passing before the AWS issue. Going to merge. |
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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