feat: Add online store read and ODFV transformation duration metrics with per-ODFV opt-in#6125
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franciscojavierarceo merged 1 commit intofeast-dev:masterfrom Mar 24, 2026
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jyejare
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Mar 18, 2026
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LGTM, few minor comments.
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
franciscojavierarceo
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franciscojavierarceo
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What this PR does / why we need it:
This PR adds three new Prometheus histogram metrics to the Feast feature server - online store reads, read-path ODFV transformations, and write-path ODFV transformations.
feast_feature_server_online_store_read_duration_seconds- captures the total time spent reading from the online store (covers both sync for-loop and async asyncio.gather paths across all backends)feast_feature_server_transformation_duration_seconds(odfv_name, mode) - captures per-ODFV read-path transformation time during /get-online-features (Pandas, Python, Substrait modes)feast_feature_server_write_transformation_duration_seconds(odfv_name, mode) - captures per-ODFV write-path transformation time during push/materialize with write_to_online_store=True