Filter autopilot trigger candidates

app/main.py

@@ -155,7 +155,7 @@ async def lifespan(app: FastAPI) -> AsyncIterator[None]:
 app = FastAPI(
     title="SillyHome Future API",
     description="SillyHome v2 event-core side project.",
-    version="2.0.0-alpha.13",
+    version="2.0.0-alpha.14",
     lifespan=lifespan,
 )
 
@@ -951,6 +951,11 @@ def _run_autopilot_once() -> AutopilotRunResult:
     if not settings.enabled:
         return AutopilotRunResult(candidates=[], trained_models=[], evaluations=[])
     learning = stores.learning()
+    learning.candidates = {
+        candidate_id: candidate
+        for candidate_id, candidate in learning.candidates.items()
+        if _is_good_trigger_id(candidate.trigger_entity_id)
+    }
     candidates = _generate_candidates(settings)
     for candidate in candidates:
         learning.candidates[candidate.candidate_id] = candidate
@@ -974,7 +979,7 @@ def _generate_candidates(settings: AutopilotSettings) -> list[CandidateRecommend
     triggers = [
         entity
         for entity in runtime.entities.values()
-        if entity.domain in {"binary_sensor", "sensor"}
+        if entity.domain == "binary_sensor" and _is_good_trigger_id(entity.entity_id)
     ][:500]
     result: list[CandidateRecommendation] = []
     for actuator in actuators:
@@ -1023,6 +1028,34 @@ def _candidate_score(actuator: EntityState, trigger: EntityState) -> tuple[float
     return 0.0, ""
 
 
+def _is_good_trigger_id(entity_id: str) -> bool:
+    raw = entity_id.lower()
+    bad = {
+        "battery",
+        "batterie",
+        "low",
+        "update",
+        "problem",
+        "connectivity",
+        "linkquality",
+        "tamper",
+    }
+    good = {
+        "door",
+        "tuer",
+        "ture",
+        "window",
+        "fenster",
+        "motion",
+        "pir",
+        "occupancy",
+        "presence",
+        "kontakt",
+        "contact",
+    }
+    return not any(token in raw for token in bad) and any(token in raw for token in good)
+
+
 def _entity_tokens(entity: EntityState) -> set[str]:
     raw = f"{entity.entity_id} {entity.friendly_name or ''}".lower()
     return {part for part in raw.replace(".", "_").split("_") if len(part) >= 4}