ACT-001: actuator-first sensor lifecycle

tests/api/test_actuators.py

@@ -0,0 +1,135 @@
+from __future__ import annotations
+
+from datetime import datetime, timedelta
+from pathlib import Path
+
+from fastapi.testclient import TestClient
+
+from app.actuators.lifecycle import ActuatorReconciliationService
+from app.actuators.store import ActuatorStore
+from app.config import Settings
+from app.ha.discovery import DiscoveredEntity
+from app.ha.discovery import discover_entities
+from app.ha.history import EntityHistorySeries, NumericHistoryPoint
+from app.ha.models import HaEntitySummary
+from app.ha.reader import HaReader
+from app.main import app
+from app.ml.registry.model_registry import ModelRegistry
+
+
+class FakeHaReader(HaReader):
+    def __init__(self, entities: list[HaEntitySummary], history: dict[str, list[float]]) -> None:
+        self._entities = entities
+        self._history = history
+
+    def read_entities(self) -> list[HaEntitySummary]:
+        return list(self._entities)
+
+    def discover(
+        self,
+        domains: set[str] | None = None,
+        learnable: bool | None = None,
+    ) -> list[DiscoveredEntity]:
+        return discover_entities(self._entities, domains=domains, learnable=learnable)
+
+    def read_history(
+        self,
+        entity_ids: list[str],
+        start_time: datetime,
+        end_time: datetime,
+    ) -> list[EntityHistorySeries]:
+        base = start_time
+        return [
+            EntityHistorySeries(
+                entity_id=entity_id,
+                points=[
+                    NumericHistoryPoint(
+                        timestamp=base + timedelta(hours=index),
+                        value=value,
+                    )
+                    for index, value in enumerate(self._history.get(entity_id, []))
+                ],
+            )
+            for entity_id in entity_ids
+            if entity_id in self._history
+        ]
+
+
+def _install_service(tmp_path: Path) -> None:
+    entities = [
+        HaEntitySummary(
+            entity_id="light.abstellkammer",
+            domain="light",
+            friendly_name="Abstellkammer Licht",
+            area_name="Abstellkammer",
+        ),
+        HaEntitySummary(
+            entity_id="sensor.abstellkammer_illuminance",
+            domain="sensor",
+            device_class="illuminance",
+            state_class="measurement",
+            unit_of_measurement="lx",
+            friendly_name="Abstellkammer Helligkeit",
+            area_name="Abstellkammer",
+        ),
+        HaEntitySummary(
+            entity_id="binary_sensor.abstellkammer_motion",
+            domain="binary_sensor",
+            device_class="motion",
+            friendly_name="Abstellkammer Bewegung",
+            area_name="Abstellkammer",
+        ),
+    ]
+    settings = Settings(
+        ha_url="http://ha.local",
+        ha_token="token",
+        model_store=str(tmp_path / "models"),
+        automation_store=str(tmp_path / "automations"),
+        actuator_store=str(tmp_path / "actuators"),
+        history_days=14,
+        min_training_points=5,
+        retrain_stale_hours=24,
+        reconcile_interval_seconds=900,
+    )
+    app.state.registry = ModelRegistry(tmp_path / "models")
+    app.state.actuator_store = ActuatorStore(tmp_path / "actuators")
+    app.state.ha_reader = FakeHaReader(
+        entities,
+        {"sensor.abstellkammer_illuminance": [10, 11, 12, 13, 14, 15]},
+    )
+    app.state.actuator_service = ActuatorReconciliationService(
+        ha_reader=app.state.ha_reader,
+        store=app.state.actuator_store,
+        registry=app.state.registry,
+        settings=settings,
+    )
+
+
+def test_actuator_api_configures_reconciles_and_overrides(tmp_path: Path) -> None:
+    with TestClient(app) as client:
+        _install_service(tmp_path)
+
+        created = client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
+        assert created.status_code == 201
+        assert created.json()["assignment"]["selected_numeric_entity_id"] == (
+            "sensor.abstellkammer_illuminance"
+        )
+
+        listed = client.get("/v1/actuators")
+        assert listed.status_code == 200
+        assert listed.json()[0]["lifecycle"]["status"] == "trained"
+
+        override = client.post(
+            "/v1/actuators/light.abstellkammer/override",
+            json={
+                "numeric_entity_id": "sensor.abstellkammer_illuminance",
+                "context_entity_ids": ["binary_sensor.abstellkammer_motion"],
+                "note": "Explizit bestaetigt",
+            },
+        )
+        assert override.status_code == 200
+        assert override.json()["assignment"]["source"] == "manual"
+
+        reconciliation = client.post("/v1/actuators/reconciliation/run")
+        assert reconciliation.status_code == 200
+        assert reconciliation.json()["trained_models"] == 1