docs: Deprecate Great Expectations DQM in favor of built-in Feature Quality Monitoring#6548
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jyejare wants to merge 3 commits into
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docs: Deprecate Great Expectations DQM in favor of built-in Feature Quality Monitoring#6548jyejare wants to merge 3 commits into
jyejare wants to merge 3 commits into
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…uality Monitoring The GE-based validation is superseded by Feast's native DQM system which provides richer metrics, serving log support, no extra dependencies, and a built-in UI dashboard. Adds deprecation notice, migration guide, and comparison table to help users transition. Signed-off-by: Jitendra Yejare <11752425+jyejare@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com>
- SUMMARY.md: Mark DQM and GE tutorial entries as [Deprecated] - tutorials/validating-historical-features.md: Add deprecation banner - roadmap.md: Strike GE entry, add new Feature Quality Monitoring - README.md: Replace GE limitation with new built-in monitoring capability - ADR-0011: Add Superseded section pointing to new system - reference/codebase-structure.md: Note GE profiler deprecated - getting-started/concepts/dataset.md: Update DQM context - README.md (root): Auto-synced by template hook Blog posts (feast-0-18) left untouched as historical records. Signed-off-by: Jitendra Yejare <11752425+jyejare@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com>
…nk operational metrics - infra/website/docs/blog/feast-mlflow-kubeflow.md: Replace full GE code section with native Feature Quality Monitoring (config + CLI examples) - docs/how-to-guides/customizing-feast/adding-a-new-offline-store.md: Update pull_all_from_table_or_query description to reference new monitoring system - docs/how-to-guides/feature-monitoring.md: Add "Related: Operational and SOX Metrics" section cross-linking to Prometheus metrics, audit logging, and OpenTelemetry docs Signed-off-by: Jitendra Yejare <11752425+jyejare@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com>
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Summary
Deprecates the legacy Great Expectations (GE) based DQM across all documentation in favor of Feast's built-in Feature Quality Monitoring system.
Changes
docs/reference/dqm.mddocs/SUMMARY.md[Deprecated]docs/tutorials/validating-historical-features.mddocs/roadmap.mddocs/README.mddocs/adr/ADR-0011-data-quality-monitoring.mddocs/reference/codebase-structure.mddqm/profilers/ge_profileras deprecated, referenced newmonitoring/moduledocs/getting-started/concepts/dataset.mdREADME.md(root)Not changed (intentionally)
docs/blog/feast-0-18-adds-snowflake-support-and-data-quality-monitoring.md— historical release announcement, left as-isexamples/monitoring/monitoring-quickstart.ipynb— already demonstrates the new DQM systemContext
Per discussion in #6509, @franciscojavierarceo suggested deprecating GE since the new DQM system is strictly more capable:
feast[ge]no longer needed)Test plan
feature-monitoring.mdresolve properly