docs: Deprecate Great Expectations DQM in favor of built-in Feature Quality Monitoring by jyejare · Pull Request #6548 · feast-dev/feast

jyejare

…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The GE-based validation is superseded by Feast's native DQM system which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- ADR-0011: Add Superseded section pointing to new system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>