We resolved this through systematic fixes addressing all validation constraint aspects:
1. Formula Validation Constraints:
Reviewed and updated constraint definitions to properly handle specification updates:
FormulaConstraint.setDynamicEvaluation(true);
FormulaConstraint.setSpecVersionBinding(LATEST);
We also modified constraints to use tolerance ranges rather than exact values, accommodating normal specification variations without triggering false violations.
2. Dynamic Constraint Evaluation:
Implemented real-time constraint re-evaluation when linked specifications update:
SpecificationListener.onUpdate(spec -> {
FormulaValidator.invalidateCache(spec.getLinkedRecipes());
FormulaValidator.revalidate(spec.getLinkedRecipes());
});
This ensures formula validation always uses current specification values rather than cached data.
3. CAD Specification Linking:
Fixed the specification linking mechanism to properly propagate updates to recipe formulas:
CADSpecLink.setAutoUpdate(true);
CADSpecLink.setValidationTrigger(ON_SPEC_CHANGE);
We also implemented bidirectional update notifications so recipe formulas are immediately aware when linked CAD specifications change.
4. Constraint Cache Synchronization:
Implemented aggressive cache invalidation strategy:
ConstraintCache.invalidateOnSpecUpdate(true);
ConstraintCache.setSyncMode(IMMEDIATE);
We also added cache coherency checks before validation to ensure constraint evaluation uses fresh data.
Additional improvements included implementing constraint validation logging to track which specific constraints fail and why, adding pre-validation checks that verify specification data completeness before formula evaluation, and creating a constraint testing utility that validates formula constraints against specification update scenarios.
The root cause was multi-faceted: constraint cache wasn’t invalidating on spec updates, dynamic evaluation wasn’t enabled for specification-linked constraints, and CAD spec linking wasn’t triggering re-validation events. After these fixes, recipe formula validation correctly handles ingredient specification updates without false constraint violations.
Key lesson: formula validation systems require tight integration with specification update workflows, including cache management, event propagation, and dynamic constraint re-evaluation to maintain accuracy.