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Rules Engine

The Rules Engine at /data-quality/rules is the central catalog of DQ rules across all engines (DQX, Expectations, Reconciliation). It's the answer to "what rules exist, what do they cover, when did they last run?".

Sources​

Rules in the catalog come from:

Browse​

The page lists rules with filters for:

  • Engine (DQX / GX / Recon)
  • Severity
  • Table FQN
  • Owner team
  • Status (active / disabled)

Each row shows last-run timestamp, last-run result, run count over the past 7 days, and a sparkline of pass/fail trend.

Detail panel​

Clicking a rule opens a panel with:

  • Definition — the raw rule JSON / SQL
  • Recent runs — last 50 executions with timestamp, duration, result
  • Violations — sample violating rows from the most recent run
  • Owner / SLA — accountability metadata
  • History — diff of rule edits with attribution

Bulk actions​

Multi-select rules then:

  • Activate / disable in bulk
  • Re-run on demand
  • Export as YAML for version-controlling outside Clone-Xs
  • Tag with custom labels

API​

GET    /data-quality/rules                  # catalog list
GET    /data-quality/rules/{id}             # detail
PATCH  /data-quality/rules/{id}             # update (enable/disable, owner, severity)
POST   /data-quality/rules/{id}/run         # trigger ad-hoc run
GET    /data-quality/rules/{id}/violations  # violation history