362 lines
12 KiB
Python
362 lines
12 KiB
Python
from __future__ import annotations
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from datetime import datetime, timedelta
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from pathlib import Path
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from fastapi.testclient import TestClient
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from app.actuators.lifecycle import ActuatorReconciliationService
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from app.actuators.store import ActuatorStore
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from app.behavior.engine import BehaviorEngine
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from app.config import Settings
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from app.api.v1.actuators import _deduplicate_actuator_ids
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from app.ha.discovery import DiscoveredEntity
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from app.ha.discovery import discover_entities
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from app.ha.history import (
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EntityHistorySeries,
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LogbookEntry,
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NumericHistoryPoint,
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StateHistorySeries,
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)
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from app.ha.models import HaAutomationSummary, HaEntitySummary
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from app.ha.reader import HaReader
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from app.main import app
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from app.ml.registry.model_registry import ModelRegistry
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class FakeHaReader(HaReader):
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def __init__(self, entities: list[HaEntitySummary], history: dict[str, list[float]]) -> None:
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self._entities = entities
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self._history = history
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self.read_entities_calls = 0
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def read_entities(self) -> list[HaEntitySummary]:
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self.read_entities_calls += 1
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return list(self._entities)
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def discover(
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self,
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domains: set[str] | None = None,
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learnable: bool | None = None,
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) -> list[DiscoveredEntity]:
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return discover_entities(self._entities, domains=domains, learnable=learnable)
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def read_history(
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self,
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entity_ids: list[str],
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start_time: datetime,
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end_time: datetime,
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) -> list[EntityHistorySeries]:
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base = start_time
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return [
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EntityHistorySeries(
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entity_id=entity_id,
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points=[
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NumericHistoryPoint(
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timestamp=base + timedelta(hours=index),
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value=value,
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)
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for index, value in enumerate(self._history.get(entity_id, []))
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],
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)
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for entity_id in entity_ids
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if entity_id in self._history
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]
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def read_state_history(
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self,
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entity_ids: list[str],
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start_time: datetime,
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end_time: datetime,
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) -> list[StateHistorySeries]:
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return []
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def read_logbook(
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self,
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entity_id: str,
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start_time: datetime,
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end_time: datetime,
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) -> list[LogbookEntry]:
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return []
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def call_service(
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self,
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domain: str,
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service: str,
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service_data: dict[str, object],
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) -> list[object]:
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return []
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def find_automations_for_entity(
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self,
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entity_id: str,
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) -> list[HaAutomationSummary]:
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return []
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def _install_service(tmp_path: Path) -> None:
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entities = [
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HaEntitySummary(
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entity_id="light.abstellkammer",
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domain="light",
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friendly_name="Abstellkammer Licht",
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area_name="Abstellkammer",
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),
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HaEntitySummary(
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entity_id="sensor.abstellkammer_illuminance",
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domain="sensor",
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device_class="illuminance",
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state_class="measurement",
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unit_of_measurement="lx",
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friendly_name="Abstellkammer Helligkeit",
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area_name="Abstellkammer",
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),
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HaEntitySummary(
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entity_id="binary_sensor.abstellkammer_motion",
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domain="binary_sensor",
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device_class="motion",
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friendly_name="Abstellkammer Bewegung",
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area_name="Abstellkammer",
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),
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HaEntitySummary(
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entity_id="sensor.pfsense_interface_vpn_inbytes",
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domain="sensor",
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device_class="data_size",
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state_class="measurement",
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unit_of_measurement="KiB",
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friendly_name="pfSense Interface VPN inbytes",
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),
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]
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settings = Settings(
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ha_url="http://ha.local",
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ha_token="token",
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model_store=str(tmp_path / "models"),
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automation_store=str(tmp_path / "automations"),
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actuator_store=str(tmp_path / "actuators"),
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history_days=14,
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min_training_points=5,
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retrain_stale_hours=24,
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reconcile_interval_seconds=900,
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)
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app.state.registry = ModelRegistry(tmp_path / "models")
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app.state.actuator_store = ActuatorStore(tmp_path / "actuators")
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app.state.ha_reader = FakeHaReader(
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entities,
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{"sensor.abstellkammer_illuminance": [10, 11, 12, 13, 14, 15]},
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)
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app.state.actuator_service = ActuatorReconciliationService(
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ha_reader=app.state.ha_reader,
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store=app.state.actuator_store,
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registry=app.state.registry,
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settings=settings,
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)
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app.state.behavior_engine = BehaviorEngine(
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ha_reader=app.state.ha_reader,
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store=app.state.actuator_store,
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settings=settings,
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)
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def test_actuator_api_configures_reconciles_and_removes(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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created = client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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assert created.status_code == 201
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assert created.json()["assignment"]["selected_numeric_entity_id"] == (
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"sensor.abstellkammer_illuminance"
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)
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listed = client.get("/v1/actuators")
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assert listed.status_code == 200
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assert listed.json()[0]["lifecycle"]["status"] == "trained"
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assert listed.json()[0]["behavior"]["mode"] == "shadow"
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evaluation = client.post("/v1/actuators/light.abstellkammer/evaluate")
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assert evaluation.status_code == 200
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premature_activation = client.post(
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"/v1/actuators/light.abstellkammer/activation",
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json={"active": True},
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)
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assert premature_activation.status_code == 409
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reconciliation = client.post("/v1/actuators/reconciliation/run")
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assert reconciliation.status_code == 200
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assert reconciliation.json()["trained_models"] == 1
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removed = client.delete("/v1/actuators/light.abstellkammer")
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assert removed.status_code == 204
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assert client.get("/v1/actuators").json() == []
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def test_manual_assignment_endpoint_updates_context(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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response = client.post(
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"/v1/actuators/light.abstellkammer/assignment",
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json={
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"numeric_entity_id": "sensor.abstellkammer_illuminance",
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"context_entity_ids": ["binary_sensor.abstellkammer_motion"],
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"note": "Manuell gesetzt",
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},
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)
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assert response.status_code == 200
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payload = response.json()
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assert payload["assignment"]["source"] == "manual"
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assert payload["assignment"]["selected_numeric_entity_id"] == (
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"sensor.abstellkammer_illuminance"
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)
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assert payload["assignment"]["selected_context_entity_ids"] == [
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"binary_sensor.abstellkammer_motion"
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]
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def test_weight_override_endpoint_updates_sensor_relevance(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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client.post(
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"/v1/actuators/light.abstellkammer/assignment",
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json={
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"numeric_entity_id": "sensor.abstellkammer_illuminance",
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"context_entity_ids": ["binary_sensor.abstellkammer_motion"],
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},
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)
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response = client.post(
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"/v1/actuators/light.abstellkammer/weights",
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json={
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"sensor_weights": {
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"sensor.abstellkammer_illuminance": 0.75,
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"binary_sensor.abstellkammer_motion": 0.5,
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},
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"sensor_weight_groups": [
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{
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"group_id": "abstellkammer_context",
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"name": "Abstellkammer Kontext",
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"entity_ids": [
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"sensor.abstellkammer_illuminance",
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"binary_sensor.abstellkammer_motion",
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],
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"weight": 0.8,
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}
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],
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"note": "Gewichtung korrigiert",
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},
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)
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assert response.status_code == 200
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payload = response.json()
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assert payload["manual_override"]["sensor_weights"]["sensor.abstellkammer_illuminance"] == 0.75
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assert payload["manual_override"]["sensor_weight_groups"][0]["group_id"] == (
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"abstellkammer_context"
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)
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numeric = {
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candidate["entity_id"]: candidate
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for candidate in payload["numeric_candidates"]
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}
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assert numeric["sensor.abstellkammer_illuminance"]["manual_weight"] == 0.75
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assert numeric["sensor.abstellkammer_illuminance"]["effective_weight"] == 0.75
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def test_summary_is_lightweight_and_uses_cached_entity_metadata(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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client.get("/v1/actuators/discovery")
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client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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response = client.get("/v1/actuators/summary")
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assert response.status_code == 200
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payload = response.json()
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assert payload[0]["actuator_entity_id"] == "light.abstellkammer"
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assert payload[0]["friendly_name"] == "Abstellkammer Licht"
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assert payload[0]["area_name"] == "Abstellkammer"
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assert "behavior" not in payload[0]
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assert "numeric_candidates" not in payload[0]
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def test_dashboard_overview_uses_cache_without_ha_roundtrip(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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reader = app.state.ha_reader
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client.get("/v1/actuators/discovery")
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client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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calls_before = reader.read_entities_calls
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response = client.get("/v1/actuators/dashboard")
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assert response.status_code == 200
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assert reader.read_entities_calls == calls_before
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payload = response.json()
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assert payload["cache"]["available"] is True
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assert payload["cache"]["entity_count"] == 4
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assert payload["actuators"][0]["friendly_name"] == "Abstellkammer Licht"
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assert payload["discovery_groups"]
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def test_discovery_reads_entities_once_and_reuses_them(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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reader = app.state.ha_reader
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response = client.get("/v1/actuators/discovery", params={"refresh": True})
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assert response.status_code == 200
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assert reader.read_entities_calls == 1
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def test_context_options_returns_learnable_entities(tmp_path: Path) -> None:
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with TestClient(app) as client:
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_install_service(tmp_path)
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client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
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response = client.get(
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"/v1/actuators/context-options",
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params={"actuator_entity_id": "light.abstellkammer"},
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)
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assert response.status_code == 200
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entity_ids = {item["entity_id"] for item in response.json()}
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assert "sensor.abstellkammer_illuminance" in entity_ids
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assert "binary_sensor.abstellkammer_motion" in entity_ids
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assert "sensor.pfsense_interface_vpn_inbytes" not in entity_ids
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def test_actuator_discovery_prefers_light_over_duplicate_switch() -> None:
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entities = {
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"light.schreibtisch": HaEntitySummary(
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entity_id="light.schreibtisch",
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domain="light",
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friendly_name="Schreibtisch Licht",
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device_id="device-1",
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),
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"switch.schreibtisch": HaEntitySummary(
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entity_id="switch.schreibtisch",
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domain="switch",
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friendly_name="Schreibtisch Schalter",
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device_id="device-1",
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),
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"cover.rollladen": HaEntitySummary(
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entity_id="cover.rollladen",
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domain="cover",
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friendly_name="Rollladen",
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device_id="device-2",
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),
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}
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result = _deduplicate_actuator_ids(
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[
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("switch.schreibtisch", "switch_socket"),
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("light.schreibtisch", "light"),
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("cover.rollladen", "cover_shutter"),
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],
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entities,
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)
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assert result == ["cover.rollladen", "light.schreibtisch"]
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