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docs: Blog on Operational Metrics for offline store retrieval and SOX Compliance metrics#6485
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…nce metrics Signed-off-by: Jitendra Yejare <11752425+jyejare@users.noreply.github.com>
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What this PR does / why we need it:
Adds a blog post extending Feast Feature Server Monitoring to cover two new observability capabilities introduced in PR #6340:
Offline Store RED Metrics — Prometheus counters and histograms (
feast_offline_store_request_total,feast_offline_store_request_latency_seconds,feast_offline_store_row_count) for offline store retrieval operations, closing the observability gap between online serving and offline training paths.SOX Audit Logging — Structured JSON audit log entries emitted via a dedicated
feast.auditPython logger for both online and offline feature access, designed for compliance with SOX, GDPR, HIPAA, and similar regulatory frameworks.The blog covers:
offline_featuresandaudit_loggingWhich issue(s) this PR fixes:
Documentation for PR #6340 (Offline store metrics and SOX audit logging)
Checks
git commit -s)Testing Strategy