archetypes

archetypes

Archetype classification for every entry in :data:ts_shape.eventlog.taxonomy.REGISTRY.

Each detector method belongs to exactly one of eight conceptual archetypes that share a common attribute fingerprint. The archetype determines which keys in :data:ts_shape.eventlog.schema.STANDARD_ATTR_KEYS are required for the method's LabelRule.standard_attrs mapping (enforced by tests/eventlog/test_adapter_coverage.py).

The eight archetypes:

============== ============================================================== threshold Reading vs. reference: outlier, SPC, tolerance, threshold, drift, exceedance. interval Start/end + state label: run/idle, alarm windows, startups, warmup intervals, gaps. aggregate Windowed KPI / statistics: per-shift, per-day, per-part roll-ups. outcome Categorical record: scrap reason, NOK reason, transition labels. static Single-row reference data: gauge R&R, control limits, top-N reasons, current status snapshots. trace Multi-station path / handover timeline. forecast Future / projected value: RUL, capability forecast, stockout. correlation Cross-signal pair metric: lag, rolling correlation, cascade. ============== ==============================================================