Compare commits

..

4 Commits

11 changed files with 713 additions and 40 deletions

View File

@@ -1,5 +1,36 @@
# Changelog # Changelog
## 0.7.6 - 2026-06-14
- Kontextvorschläge blenden zusätzlich Batterie-, Status-, Node-, Last-Seen-
und Basic-Entities aus, sofern sie nicht bewusst manuell ausgewählt wurden
## 0.7.5 - 2026-06-14
- Kontextvorschläge weiter geschärft: Standardliste zeigt nur gleiche Räume,
gemeinsame Geräte/Tokens oder echte globale Außenwerte
- Diagnosewerte wie MQTT-, WiFi-, Restart- und Connect-Zähler werden nicht mehr
als fachliche Kontextvorschläge angeboten
## 0.7.4 - 2026-06-14
- Kontext-Auswahl liefert jetzt aktorbezogene Vorschläge statt einer pauschalen
Roh-Liste aller Sensoren und Zustände
- Dashboard-Auswahl für Aktoren und Kontext nach Typ/Kategorie gruppiert und
durchsuchbar; lange Listen werden begrenzt statt mobil unbedienbar zu werden
- Manuelle Entity-ID-Eingabe ergänzt, damit relevante Sensoren auch ohne
Dropdown-Treffer gespeichert werden können
- Irrelevante System-/VPN-/pfSense-Sensoren tauchen bei Lichtaktoren ohne
fachlichen Bezug nicht mehr als Standardvorschläge auf
## 0.7.3 - 2026-06-14
- Automatische Kontextzuordnung ignoriert generische Bereiche wie `Monitoring`,
damit System-/Disk-/Überhitzungssensoren nicht fälschlich Lichtaktoren erklären
- Aktor-Auswahl auf tatsächlich sicher steuerbare Domains begrenzt:
`light`, `switch`, `cover`, `fan`, `humidifier`
- Neue manuelle Kontext-Zuordnung pro Aktor: Haupt-Messsensor optional setzen und
mehrere relevante Kontext-Entities wie PIR, Außenhelligkeit, Luftfeuchtigkeit
oder andere Lichtzustände auswählen
- Dashboard-Dropdown durch echtes Select plus Suche ersetzt; mobile Bedienung und
Aktor-Details enthalten Speichern/Neu-laden-Aktionen für manuelle Kontextwahl
## 0.7.2 - 2026-06-14 ## 0.7.2 - 2026-06-14
- Home-Assistant-Entity-Metadaten werden in Batches gelesen, damit große HA- - Home-Assistant-Entity-Metadaten werden in Batches gelesen, damit große HA-
Installationen nicht mehr am Template-Ausgabe-Limit scheitern Installationen nicht mehr am Template-Ausgabe-Limit scheitern

View File

@@ -1,5 +1,5 @@
name: SillyHome Next name: SillyHome Next
version: "0.7.2" version: "0.7.6"
slug: sillyhome_next slug: sillyhome_next
description: Lernt automatisch aus deinem Verhalten und steuert freigegebene Aktoren description: Lernt automatisch aus deinem Verhalten und steuert freigegebene Aktoren
url: http://192.168.6.31:3000/pino/sillyhome-next url: http://192.168.6.31:3000/pino/sillyhome-next

View File

@@ -13,6 +13,7 @@ from app.actuators.models import (
AssignmentSource, AssignmentSource,
LifecycleAuditEntry, LifecycleAuditEntry,
LifecycleStatus, LifecycleStatus,
ManualOverride,
ModelLifecycleState, ModelLifecycleState,
ReconciliationState, ReconciliationState,
model_id_for_actuator, model_id_for_actuator,
@@ -47,6 +48,7 @@ _STOPWORDS = frozenset(
"light", "light",
"licht", "licht",
"lichtschalter", "lichtschalter",
"monitoring",
"power", "power",
"sensor", "sensor",
"state", "state",
@@ -55,6 +57,7 @@ _STOPWORDS = frozenset(
"value", "value",
} }
) )
_GENERIC_AREA_NAMES = frozenset({"monitoring", "system", "technik"})
_NUMERIC_AUTO_ACCEPT_SCORE = 0.82 _NUMERIC_AUTO_ACCEPT_SCORE = 0.82
_NUMERIC_AUTO_ACCEPT_MIN_SCORE = 0.5 _NUMERIC_AUTO_ACCEPT_MIN_SCORE = 0.5
_NUMERIC_MIN_MARGIN = 0.18 _NUMERIC_MIN_MARGIN = 0.18
@@ -62,6 +65,45 @@ _CONTEXT_AUTO_ACCEPT_SCORE = 0.78
_CONTEXT_AUTO_ACCEPT_MIN_SCORE = 0.3 _CONTEXT_AUTO_ACCEPT_MIN_SCORE = 0.3
_MAX_CONTEXT_SELECTIONS = 5 _MAX_CONTEXT_SELECTIONS = 5
_AUDIT_LIMIT = 20 _AUDIT_LIMIT = 20
_MANUAL_CONTEXT_DOMAINS = frozenset({
"binary_sensor",
"climate",
"cover",
"device_tracker",
"fan",
"humidifier",
"light",
"person",
"sensor",
"switch",
"weather",
})
_CONTEXT_SUGGESTION_LIMIT = 120
_OUTDOOR_TOKENS = frozenset({"aussen", "außen", "outdoor", "garten", "terrasse", "balkon"})
_DIAGNOSTIC_TOKENS = frozenset({
"basic",
"battery",
"connect",
"count",
"diagnostic",
"firmware",
"gesehen",
"last",
"linkquality",
"knoten",
"knotens",
"mqtt",
"node",
"reason",
"restart",
"rssi",
"signal",
"ssid",
"status",
"uptime",
"wifi",
"zuletzt",
})
class ActuatorReconciliationService: class ActuatorReconciliationService:
@@ -88,11 +130,117 @@ class ActuatorReconciliationService:
def get_actuator(self, actuator_entity_id: str) -> ActuatorRecord: def get_actuator(self, actuator_entity_id: str) -> ActuatorRecord:
return self._store.get(actuator_entity_id) return self._store.get(actuator_entity_id)
def suggest_context_options(
self,
actuator_entity_id: str,
*,
limit: int = _CONTEXT_SUGGESTION_LIMIT,
) -> list[HaEntitySummary]:
entities = {entity.entity_id: entity for entity in self._ha_reader.read_entities()}
discovered = {entity.entity_id: entity for entity in self._ha_reader.discover()}
actuator = entities.get(actuator_entity_id)
if actuator is None:
raise KeyError("Aktuator-Konfiguration nicht gefunden.")
selected_ids = _selected_context_ids(self._store.get(actuator_entity_id))
ranked: list[tuple[float, str, HaEntitySummary]] = []
for entity in entities.values():
if entity.entity_id == actuator_entity_id or entity.domain not in _MANUAL_CONTEXT_DOMAINS:
continue
role = _manual_context_role(entity, discovered.get(entity.entity_id))
score, _ = _score_candidate(
actuator,
entity,
role,
context=role is not EntityRole.MEASUREMENT,
)
selected = entity.entity_id in selected_ids
if selected:
score = max(score, 1.0)
if not selected and (
_is_diagnostic_context(entity)
or not _has_context_relationship(actuator, entity)
):
continue
if not selected and score < 0.1:
continue
ranked.append((score, _context_sort_group(entity), entity))
ranked.sort(
key=lambda item: (
-item[0],
item[1],
item[2].area_name or "",
item[2].friendly_name or item[2].entity_id,
item[2].entity_id,
)
)
return [entity for _, _, entity in ranked[:limit]]
def delete_actuator(self, actuator_entity_id: str) -> None: def delete_actuator(self, actuator_entity_id: str) -> None:
model_id = model_id_for_actuator(actuator_entity_id) model_id = model_id_for_actuator(actuator_entity_id)
self._registry.archive(model_id) self._registry.archive(model_id)
self._store.delete(actuator_entity_id) self._store.delete(actuator_entity_id)
def set_manual_assignment(
self,
actuator_entity_id: str,
*,
numeric_entity_id: str | None,
context_entity_ids: list[str],
note: str | None = None,
) -> ActuatorRecord:
now = datetime.now(timezone.utc)
record = self._store.get(actuator_entity_id)
entities = {entity.entity_id: entity for entity in self._ha_reader.read_entities()}
actuator = entities.get(actuator_entity_id)
if actuator is None:
raise KeyError("Aktuator-Konfiguration nicht gefunden.")
selected_context_ids = list(dict.fromkeys(context_entity_ids))
selected_ids = [
entity_id
for entity_id in [numeric_entity_id, *selected_context_ids]
if entity_id
]
missing = [entity_id for entity_id in selected_ids if entity_id not in entities]
if missing:
raise ValueError(f"Unbekannte Home-Assistant-Entity: {', '.join(missing)}")
if actuator_entity_id in selected_ids:
raise ValueError("Der Aktor selbst kann nicht als Kontextsensor verwendet werden.")
override = ManualOverride(
numeric_entity_id=numeric_entity_id,
context_entity_ids=selected_context_ids,
updated_at=now,
note=note,
)
assignment = self._manual_assignment(override)
lifecycle = self._reconcile_lifecycle(
actuator=actuator,
assignment=assignment,
lifecycle=record.lifecycle.model_copy(update={"last_reconciled_at": now}),
now=now,
)
updated = record.model_copy(
update={
"assignment": assignment,
"manual_override": override,
"numeric_candidates": _merge_manual_candidates(
record.numeric_candidates,
entities,
[numeric_entity_id] if numeric_entity_id else [],
role=EntityRole.MEASUREMENT,
),
"context_candidates": _merge_manual_candidates(
record.context_candidates,
entities,
selected_context_ids,
role=EntityRole.CONTEXT,
),
"lifecycle": lifecycle,
"updated_at": now,
}
)
return self._store.upsert(updated)
def reconcile_all(self, trigger: str = "manual") -> ReconciliationState: def reconcile_all(self, trigger: str = "manual") -> ReconciliationState:
state = self._store.load_reconciliation_state().model_copy( state = self._store.load_reconciliation_state().model_copy(
update={ update={
@@ -198,10 +346,14 @@ class ActuatorReconciliationService:
), ),
context=True, context=True,
) )
assignment = self._select_assignment( assignment = (
actuator=actuator, self._manual_assignment(record.manual_override)
numeric_candidates=numeric_candidates, if record.manual_override is not None
context_candidates=context_candidates, else self._select_assignment(
actuator=actuator,
numeric_candidates=numeric_candidates,
context_candidates=context_candidates,
)
) )
lifecycle = self._reconcile_lifecycle( lifecycle = self._reconcile_lifecycle(
actuator=actuator, actuator=actuator,
@@ -212,7 +364,7 @@ class ActuatorReconciliationService:
updated = record.model_copy( updated = record.model_copy(
update={ update={
"assignment": assignment, "assignment": assignment,
"manual_override": None, "manual_override": record.manual_override,
"numeric_candidates": numeric_candidates, "numeric_candidates": numeric_candidates,
"context_candidates": context_candidates, "context_candidates": context_candidates,
"lifecycle": lifecycle, "lifecycle": lifecycle,
@@ -228,6 +380,23 @@ class ActuatorReconciliationService:
) )
return updated return updated
@staticmethod
def _manual_assignment(override: ManualOverride) -> AssignmentSelection:
selected_context_ids = list(dict.fromkeys(override.context_entity_ids))
selected_count = len(selected_context_ids) + (1 if override.numeric_entity_id else 0)
return AssignmentSelection(
selected_numeric_entity_id=override.numeric_entity_id,
selected_context_entity_ids=selected_context_ids,
source=AssignmentSource.MANUAL,
confidence=1.0 if selected_count else 0.0,
review_required=selected_count == 0,
reason=(
f"Manuell festgelegt: {selected_count} Kontext-Entity(s) werden verwendet."
if selected_count
else "Manuelle Zuordnung enthält noch keine Kontext-Entities."
),
)
def _select_assignment( def _select_assignment(
self, self,
*, *,
@@ -507,6 +676,73 @@ def _filter_candidates(
return result return result
def _selected_context_ids(record: ActuatorRecord) -> set[str]:
result = set(record.assignment.selected_context_entity_ids)
if record.assignment.selected_numeric_entity_id:
result.add(record.assignment.selected_numeric_entity_id)
if record.manual_override is not None:
result.update(record.manual_override.context_entity_ids)
if record.manual_override.numeric_entity_id:
result.add(record.manual_override.numeric_entity_id)
return result
def _manual_context_role(
entity: HaEntitySummary,
discovered: DiscoveredEntity | None,
) -> EntityRole:
if discovered is not None and discovered.role is not EntityRole.UNSUPPORTED:
return discovered.role
if entity.domain == "sensor":
return EntityRole.MEASUREMENT
if entity.domain == "binary_sensor":
return EntityRole.BINARY_CONTEXT
return EntityRole.CONTEXT
def _context_sort_group(entity: HaEntitySummary) -> str:
device_class = entity.device_class or ""
if device_class in {"motion", "occupancy", "presence"}:
return "01_presence"
if device_class in {"illuminance"}:
return "02_brightness"
if device_class in {"door", "garage_door", "opening", "window"}:
return "03_opening"
if device_class in {"humidity", "moisture"}:
return "04_humidity"
if device_class in {"power", "energy", "current", "voltage"}:
return "05_power"
if entity.domain in {"light", "switch"}:
return "06_states"
return f"20_{entity.domain}_{device_class}"
def _is_diagnostic_context(entity: HaEntitySummary) -> bool:
tokens = _metadata_tokens(entity, include_stopwords=True)
return bool(tokens.intersection(_DIAGNOSTIC_TOKENS))
def _has_context_relationship(actuator: HaEntitySummary, entity: HaEntitySummary) -> bool:
if (
actuator.area_name
and entity.area_name
and actuator.area_name == entity.area_name
and actuator.area_name.lower() not in _GENERIC_AREA_NAMES
):
return True
if actuator.device_id and entity.device_id and actuator.device_id == entity.device_id:
return True
if actuator.device_name and entity.device_name and actuator.device_name == entity.device_name:
return True
if _metadata_tokens(actuator).intersection(_metadata_tokens(entity)):
return True
entity_tokens = _metadata_tokens(entity, include_stopwords=True)
return bool(
entity_tokens.intersection(_OUTDOOR_TOKENS)
and entity.device_class in {"illuminance", "humidity", "temperature"}
)
def _score_candidate( def _score_candidate(
actuator: HaEntitySummary, actuator: HaEntitySummary,
entity: HaEntitySummary, entity: HaEntitySummary,
@@ -522,7 +758,12 @@ def _score_candidate(
if overlap: if overlap:
score += min(0.4, 0.1 * len(overlap)) score += min(0.4, 0.1 * len(overlap))
evidence.append(f"Gemeinsame Tokens: {', '.join(overlap[:4])}") evidence.append(f"Gemeinsame Tokens: {', '.join(overlap[:4])}")
if actuator.area_name and entity.area_name and actuator.area_name == entity.area_name: if (
actuator.area_name
and entity.area_name
and actuator.area_name == entity.area_name
and actuator.area_name.lower() not in _GENERIC_AREA_NAMES
):
score += 0.35 score += 0.35
evidence.append(f"Gleicher Bereich: {actuator.area_name}") evidence.append(f"Gleicher Bereich: {actuator.area_name}")
if actuator.device_id and entity.device_id and actuator.device_id == entity.device_id: if actuator.device_id and entity.device_id and actuator.device_id == entity.device_id:
@@ -547,9 +788,59 @@ def _score_candidate(
if context and role is EntityRole.BINARY_CONTEXT: if context and role is EntityRole.BINARY_CONTEXT:
score += 0.05 score += 0.05
evidence.append("Binärer Kontextsensor bevorzugt für Zusatzkontext.") evidence.append("Binärer Kontextsensor bevorzugt für Zusatzkontext.")
if entity_tokens.intersection(_OUTDOOR_TOKENS) and entity.device_class in {
"illuminance",
"humidity",
"temperature",
}:
score += 0.1
evidence.append("Außenmesswert ist oft als übergreifender Kontext relevant.")
return round(min(score, 1.0), 4), evidence return round(min(score, 1.0), 4), evidence
def _merge_manual_candidates(
candidates: list[AssignmentCandidate],
entities: dict[str, HaEntitySummary],
selected_entity_ids: list[str],
*,
role: EntityRole,
) -> list[AssignmentCandidate]:
by_id = {candidate.entity_id: candidate for candidate in candidates}
for entity_id in selected_entity_ids:
existing = by_id.get(entity_id)
if existing is not None:
by_id[entity_id] = existing.model_copy(
update={
"auto_accepted": True,
"confidence": 1.0,
"evidence": [
*existing.evidence,
"Manuell vom Nutzer als relevant festgelegt.",
],
}
)
continue
entity = entities.get(entity_id)
if entity is None:
continue
by_id[entity_id] = AssignmentCandidate(
entity_id=entity.entity_id,
domain=entity.domain,
role=role,
device_class=entity.device_class,
state_class=entity.state_class,
unit_of_measurement=entity.unit_of_measurement,
friendly_name=entity.friendly_name,
area_name=entity.area_name,
device_name=entity.device_name,
score=1.0,
confidence=1.0,
auto_accepted=True,
evidence=["Manuell vom Nutzer als relevant festgelegt."],
)
return sorted(by_id.values(), key=lambda item: (-item.confidence, item.entity_id))
def _preferred_device_classes(domain: str, *, context: bool) -> frozenset[str]: def _preferred_device_classes(domain: str, *, context: bool) -> frozenset[str]:
if context: if context:
return frozenset({"door", "garage_door", "motion", "occupancy", "opening", "presence"}) return frozenset({"door", "garage_door", "motion", "occupancy", "opening", "presence"})
@@ -565,7 +856,7 @@ def _preferred_device_classes(domain: str, *, context: bool) -> frozenset[str]:
return frozenset(mapping.get(domain, {"power", "energy", "temperature"})) return frozenset(mapping.get(domain, {"power", "energy", "temperature"}))
def _metadata_tokens(entity: HaEntitySummary) -> set[str]: def _metadata_tokens(entity: HaEntitySummary, *, include_stopwords: bool = False) -> set[str]:
raw_values = [ raw_values = [
entity.entity_id, entity.entity_id,
entity.friendly_name, entity.friendly_name,
@@ -577,7 +868,7 @@ def _metadata_tokens(entity: HaEntitySummary) -> set[str]:
if value is None: if value is None:
continue continue
for token in _TOKEN_PATTERN.findall(value.lower().replace("_", " ")): for token in _TOKEN_PATTERN.findall(value.lower().replace("_", " ")):
if len(token) < 3 or token in _STOPWORDS: if len(token) < 3 or (not include_stopwords and token in _STOPWORDS):
continue continue
tokens.add(token) tokens.add(token)
return tokens return tokens

View File

@@ -32,6 +32,12 @@ class AutomationControlRequest(BaseModel):
enabled: bool enabled: bool
class ManualAssignmentRequest(BaseModel):
numeric_entity_id: str | None = Field(default=None, pattern=r"^[a-z0-9_]+\.[a-z0-9_]+$")
context_entity_ids: list[str] = Field(default_factory=list)
note: str | None = Field(default=None, max_length=500)
@router.get("/discovery", response_model=list[HaEntitySummary]) @router.get("/discovery", response_model=list[HaEntitySummary])
def discover_actuators(ha_reader: HaReader = Depends(get_ha_reader)) -> list[HaEntitySummary]: def discover_actuators(ha_reader: HaReader = Depends(get_ha_reader)) -> list[HaEntitySummary]:
entities = {entity.entity_id: entity for entity in ha_reader.read_entities()} entities = {entity.entity_id: entity for entity in ha_reader.read_entities()}
@@ -42,6 +48,19 @@ def discover_actuators(ha_reader: HaReader = Depends(get_ha_reader)) -> list[HaE
return [entities[entity_id] for entity_id in actuator_ids if entity_id in entities] return [entities[entity_id] for entity_id in actuator_ids if entity_id in entities]
@router.get("/context-options", response_model=list[HaEntitySummary])
def context_options(
request: Request,
actuator_entity_id: str | None = Query(default=None, pattern=r"^[a-z0-9_]+\.[a-z0-9_]+$"),
) -> list[HaEntitySummary]:
if actuator_entity_id is None:
return []
try:
return _service(request).suggest_context_options(actuator_entity_id)
except KeyError as exc:
raise HTTPException(status_code=404, detail=str(exc)) from exc
@router.get("", response_model=list[ActuatorRecord]) @router.get("", response_model=list[ActuatorRecord])
def list_configured(request: Request) -> list[ActuatorRecord]: def list_configured(request: Request) -> list[ActuatorRecord]:
return _service(request).list_configured() return _service(request).list_configured()
@@ -116,6 +135,27 @@ def set_activation(
raise HTTPException(status_code=409, detail=str(exc)) from exc raise HTTPException(status_code=409, detail=str(exc)) from exc
@router.post("/{actuator_entity_id}/assignment", response_model=ActuatorRecord)
def set_manual_assignment(
actuator_entity_id: str,
payload: ManualAssignmentRequest,
request: Request,
) -> ActuatorRecord:
try:
record = _service(request).set_manual_assignment(
actuator_entity_id,
numeric_entity_id=payload.numeric_entity_id,
context_entity_ids=payload.context_entity_ids,
note=payload.note,
)
_behavior(request).train(record.actuator_entity_id)
return _behavior(request).evaluate(record.actuator_entity_id)
except KeyError as exc:
raise HTTPException(status_code=404, detail=str(exc)) from exc
except ValueError as exc:
raise HTTPException(status_code=422, detail=str(exc)) from exc
@router.post( @router.post(
"/{actuator_entity_id}/related-automations/refresh", "/{actuator_entity_id}/related-automations/refresh",
response_model=ActuatorRecord, response_model=ActuatorRecord,

View File

@@ -82,18 +82,11 @@ _BINARY_CONTEXT_CLASSES = frozenset({
"window", "window",
}) })
_ACTUATOR_DOMAINS = frozenset({ _ACTUATOR_DOMAINS = frozenset({
"button",
"climate",
"cover", "cover",
"fan", "fan",
"humidifier", "humidifier",
"light", "light",
"lock",
"scene",
"select",
"siren",
"switch", "switch",
"valve",
}) })
_CONTEXT_DOMAINS = frozenset({"device_tracker", "person", "sun", "weather", "zone"}) _CONTEXT_DOMAINS = frozenset({"device_tracker", "person", "sun", "weather", "zone"})
_LEARNABLE_CONTEXT_DOMAINS = frozenset({"device_tracker", "person", "weather"}) _LEARNABLE_CONTEXT_DOMAINS = frozenset({"device_tracker", "person", "weather"})

View File

@@ -100,7 +100,7 @@ async def lifespan(app: FastAPI) -> AsyncIterator[None]:
app = FastAPI( app = FastAPI(
title="SillyHome Next API", title="SillyHome Next API",
description="Lokales Smart-Home-Intelligenzsystem für Home Assistant.", description="Lokales Smart-Home-Intelligenzsystem für Home Assistant.",
version="0.7.2", version="0.7.6",
lifespan=lifespan, lifespan=lifespan,
) )
app.state.settings = load_settings() app.state.settings = load_settings()

View File

@@ -26,6 +26,7 @@
.bad { color: #ff8f8f; } .bad { color: #ff8f8f; }
label { display: block; margin: 9px 0 4px; color: #b9c9d6; } label { display: block; margin: 9px 0 4px; color: #b9c9d6; }
select,input,button { box-sizing: border-box; width: 100%; border-radius: 10px; border: 1px solid #3b4b5b; padding: 12px; background: #101820; color: #fff; font:inherit; } select,input,button { box-sizing: border-box; width: 100%; border-radius: 10px; border: 1px solid #3b4b5b; padding: 12px; background: #101820; color: #fff; font:inherit; }
select[multiple] { min-height:190px; }
button { min-height:44px; margin-top: 10px; background: #23715b; border: 0; font-weight: 700; cursor: pointer; } button { min-height:44px; margin-top: 10px; background: #23715b; border: 0; font-weight: 700; cursor: pointer; }
button.secondary { background: #37495c; } button.secondary { background: #37495c; }
button.danger { background: #7b3434; } button.danger { background: #7b3434; }
@@ -49,6 +50,11 @@
.actions { display:flex; flex-wrap:wrap; gap:8px; margin-top:10px; } .actions { display:flex; flex-wrap:wrap; gap:8px; margin-top:10px; }
.actions button { flex:1 1 180px; margin-top:0; } .actions button { flex:1 1 180px; margin-top:0; }
.detail-header { display:flex; justify-content:space-between; gap:12px; align-items:flex-start; flex-wrap:wrap; } .detail-header { display:flex; justify-content:space-between; gap:12px; align-items:flex-start; flex-wrap:wrap; }
.manual-context { margin-top:14px; background:#111a23; border:1px solid #31404d; border-radius:14px; padding:14px; }
.inline-controls { display:grid; grid-template-columns:repeat(auto-fit,minmax(160px,1fr)); gap:8px; margin:8px 0; }
.manual-entry { min-height:80px; resize:vertical; }
textarea { box-sizing:border-box; width:100%; border-radius:10px; border:1px solid #3b4b5b; padding:12px; background:#101820; color:#fff; font:inherit; }
optgroup { color:#cfe0ec; background:#101820; }
code { color:#cfe0ec; overflow-wrap:anywhere; } code { color:#cfe0ec; overflow-wrap:anywhere; }
@media (max-width: 760px) { @media (max-width: 760px) {
header { padding:18px 14px; } header { padding:18px 14px; }
@@ -121,6 +127,27 @@
<label for="actuator-input">Entitätsname oder Gerät aus Home Assistant</label> <label for="actuator-input">Entitätsname oder Gerät aus Home Assistant</label>
<input id="actuator-input" list="actuator-options" placeholder="z. B. light.licht_abstellraum" autocomplete="off"> <input id="actuator-input" list="actuator-options" placeholder="z. B. light.licht_abstellraum" autocomplete="off">
<datalist id="actuator-options"></datalist> <datalist id="actuator-options"></datalist>
<div class="inline-controls">
<div>
<label for="actuator-domain-filter">Typ</label>
<select id="actuator-domain-filter" onchange="renderActuatorSelect()">
<option value="">Alle steuerbaren Typen</option>
<option value="light">Lichter</option>
<option value="switch">Schalter / Helper</option>
<option value="cover">Rollläden / Cover</option>
<option value="fan">Lüftung / Ventilatoren</option>
<option value="humidifier">Befeuchter / Entfeuchter</option>
</select>
</div>
<div>
<label for="actuator-search">Liste durchsuchen</label>
<input id="actuator-search" placeholder="Raum, Gerät oder Entity" oninput="renderActuatorSelect()" autocomplete="off">
</div>
</div>
<label for="actuator-select">Oder aus Liste wählen</label>
<select id="actuator-select" onchange="selectActuatorFromList()">
<option value="">Geräteliste wird geladen ...</option>
</select>
<button onclick="configureActuator()">Gerät hinzufügen und Beobachtung starten</button> <button onclick="configureActuator()">Gerät hinzufügen und Beobachtung starten</button>
<p id="actuator-config-result" class="muted">Noch kein Aktor ausgewählt.</p> <p id="actuator-config-result" class="muted">Noch kein Aktor ausgewählt.</p>
</section> </section>
@@ -145,6 +172,9 @@ const escapeHtml = value => String(value ?? "")
.replaceAll('"', "&quot;") .replaceAll('"', "&quot;")
.replaceAll("'", "&#039;"); .replaceAll("'", "&#039;");
let currentActuatorId = null; let currentActuatorId = null;
let actuatorChoices = [];
let contextOptions = [];
let manualContextState = {options: [], selected: new Set()};
async function api(path, options = {}) { async function api(path, options = {}) {
const response = await fetch(path, {headers: {"Content-Type": "application/json"}, ...options}); const response = await fetch(path, {headers: {"Content-Type": "application/json"}, ...options});
@@ -186,6 +216,61 @@ function predictionLabel(record) {
: "Keine fällige Aktion"; : "Keine fällige Aktion";
} }
function entityLabel(entity) {
const area = entity.area_name || "Ohne Bereich";
const name = entity.friendly_name || entity.entity_id;
return `${area} - ${name} (${entity.entity_id})`;
}
function normalizedSearch(value) {
return String(value || "").toLowerCase().replaceAll("_", " ");
}
function matchesSearch(entity, query) {
if (!query) return true;
return normalizedSearch([
entity.entity_id,
entity.friendly_name,
entity.area_name,
entity.device_name,
entity.device_class,
entity.domain,
].filter(Boolean).join(" ")).includes(query);
}
function categoryForEntity(entity) {
const cls = entity.device_class || "";
if (entity.domain === "light") return "Lichtzustände";
if (entity.domain === "switch") return "Schalter / Helper";
if (["motion", "occupancy", "presence"].includes(cls)) return "PIR / Präsenz";
if (["illuminance"].includes(cls)) return "Helligkeit";
if (["door", "garage_door", "opening", "window"].includes(cls)) return "Tür / Fenster";
if (["humidity", "moisture"].includes(cls)) return "Luftfeuchtigkeit";
if (["temperature"].includes(cls)) return "Temperatur";
if (["power", "energy", "current", "voltage"].includes(cls)) return "Strom / Energie";
if (entity.domain === "binary_sensor") return "Binäre Sensoren";
if (entity.domain === "sensor") return "Weitere Messsensoren";
return "Weitere Zustände";
}
function optionGroups(entities, selectedIds = new Set()) {
const groups = new Map();
for (const entity of entities) {
const category = categoryForEntity(entity);
if (!groups.has(category)) groups.set(category, []);
groups.get(category).push(entity);
}
return Array.from(groups.entries()).map(([label, items]) => `
<optgroup label="${escapeHtml(label)}">
${items.map(entity => `
<option value="${escapeHtml(entity.entity_id)}" ${selectedIds.has(entity.entity_id) ? "selected" : ""}>
${escapeHtml(entityLabel(entity))}
</option>
`).join("")}
</optgroup>
`).join("");
}
async function loadOverview() { async function loadOverview() {
const status = document.getElementById("status"); const status = document.getElementById("status");
const chips = document.getElementById("status-chips"); const chips = document.getElementById("status-chips");
@@ -214,23 +299,101 @@ async function loadOverview() {
async function loadActuatorDiscovery() { async function loadActuatorDiscovery() {
const options = document.getElementById("actuator-options"); const options = document.getElementById("actuator-options");
const select = document.getElementById("actuator-select");
try { try {
const [available, configured] = await Promise.all([ const [available, configured] = await Promise.all([
api("v1/actuators/discovery"), api("v1/actuators/discovery"),
api("v1/actuators"), api("v1/actuators"),
]); ]);
const configuredIds = new Set(configured.map(record => record.actuator_entity_id)); const configuredIds = new Set(configured.map(record => record.actuator_entity_id));
const choices = available.filter(entity => !configuredIds.has(entity.entity_id)); actuatorChoices = available.filter(entity => !configuredIds.has(entity.entity_id));
options.innerHTML = choices.map(entity => options.innerHTML = actuatorChoices.slice(0, 120).map(entity =>
`<option value="${escapeHtml(entity.entity_id)}">${escapeHtml(entity.friendly_name || entity.entity_id)}${entity.area_name ? ` (${escapeHtml(entity.area_name)})` : ""}</option>` `<option value="${escapeHtml(entity.entity_id)}">${escapeHtml(entity.friendly_name || entity.entity_id)}${entity.area_name ? ` (${escapeHtml(entity.area_name)})` : ""}</option>`
).join(""); ).join("");
renderActuatorSelect();
} catch (error) { } catch (error) {
options.innerHTML = ""; options.innerHTML = "";
select.innerHTML = `<option value="">Geräteliste konnte nicht geladen werden</option>`;
} }
} }
function actuatorGroupLabel(domain) {
const labels = {
light: "Lichter",
switch: "Schalter / Helper",
cover: "Rollläden / Cover",
fan: "Lüftung / Ventilatoren",
humidifier: "Befeuchter / Entfeuchter",
};
return labels[domain] || domain;
}
function renderActuatorSelect() {
const select = document.getElementById("actuator-select");
if (!select) return;
const domain = document.getElementById("actuator-domain-filter")?.value || "";
const query = normalizedSearch(document.getElementById("actuator-search")?.value || "");
const filtered = actuatorChoices
.filter(entity => !domain || entity.domain === domain)
.filter(entity => matchesSearch(entity, query))
.slice(0, 120);
const domains = [...new Set(filtered.map(entity => entity.domain))].sort();
select.innerHTML = [
`<option value="">${filtered.length ? "Gerät auswählen ..." : "Keine passenden Geräte gefunden"}</option>`,
...domains.map(group => `
<optgroup label="${escapeHtml(actuatorGroupLabel(group))}">
${filtered
.filter(entity => entity.domain === group)
.map(entity => `<option value="${escapeHtml(entity.entity_id)}">${escapeHtml(entityLabel(entity))}</option>`)
.join("")}
</optgroup>
`),
].join("");
}
async function loadContextOptions(actuatorId) {
try {
contextOptions = await api(`v1/actuators/context-options?actuator_entity_id=${encodeURIComponent(actuatorId)}`);
} catch (error) {
contextOptions = [];
}
}
function selectActuatorFromList() {
const value = document.getElementById("actuator-select").value;
if (value) document.getElementById("actuator-input").value = value;
}
function renderManualContextSelect() {
const select = document.getElementById("manual-context-select");
if (!select) return;
const category = document.getElementById("manual-context-category")?.value || "";
const query = normalizedSearch(document.getElementById("manual-context-filter")?.value || "");
const selectedNow = new Set([
...manualContextState.selected,
...Array.from(select.selectedOptions).map(option => option.value),
]);
const filtered = manualContextState.options
.filter(entity => !category || categoryForEntity(entity) === category)
.filter(entity => matchesSearch(entity, query))
.slice(0, 80);
select.innerHTML = filtered.length
? optionGroups(filtered, selectedNow)
: `<option value="">Keine passenden Vorschläge</option>`;
}
function parseEntityIds(value) {
return String(value || "")
.split(/[\s,;]+/)
.map(item => item.trim())
.filter(Boolean);
}
async function configureActuator() { async function configureActuator() {
const actuatorId = document.getElementById("actuator-input").value.trim(); const actuatorId = (
document.getElementById("actuator-input").value.trim()
|| document.getElementById("actuator-select").value.trim()
);
const result = document.getElementById("actuator-config-result"); const result = document.getElementById("actuator-config-result");
if (!actuatorId) return; if (!actuatorId) return;
result.textContent = "Kontext wird automatisch analysiert ..."; result.textContent = "Kontext wird automatisch analysiert ...";
@@ -296,6 +459,7 @@ async function showActuator(actuatorId, evaluationMessage = "") {
} catch (_) { } catch (_) {
record = await api(`v1/actuators/${encodeURIComponent(actuatorId)}`); record = await api(`v1/actuators/${encodeURIComponent(actuatorId)}`);
} }
await loadContextOptions(actuatorId);
const contexts = [ const contexts = [
record.assignment.selected_numeric_entity_id, record.assignment.selected_numeric_entity_id,
...record.assignment.selected_context_entity_ids, ...record.assignment.selected_context_entity_ids,
@@ -309,6 +473,55 @@ async function showActuator(actuatorId, evaluationMessage = "") {
pattern => pattern.source === "automation", pattern => pattern.source === "automation",
).length; ).length;
const relatedAutomations = record.behavior.related_automations || []; const relatedAutomations = record.behavior.related_automations || [];
const manualContextIds = new Set(record.assignment.selected_context_entity_ids || []);
const numericOptions = contextOptions.filter(entity => entity.domain === "sensor");
const suggestedIds = new Set(contextOptions.map(entity => entity.entity_id));
const manualOnlyIds = [
record.assignment.selected_numeric_entity_id,
...manualContextIds,
].filter(entityId => entityId && !suggestedIds.has(entityId));
const contextCategories = [...new Set(contextOptions
.filter(entity => entity.entity_id !== record.actuator_entity_id)
.map(categoryForEntity))]
.sort();
manualContextState = {
options: contextOptions.filter(entity => entity.entity_id !== record.actuator_entity_id),
selected: manualContextIds,
};
const manualAssignment = `
<div class="manual-context">
<h3>Kontext selbst festlegen</h3>
<p class="muted">Die Vorschläge sind aktorbezogen vorsortiert. Wenn etwas fehlt, trage die Entity-ID unten manuell ein, z. B. PIR, Helligkeit außen, Luftfeuchtigkeit oder Lichtzustände.</p>
<label for="manual-numeric-select">Optionaler Haupt-Messsensor</label>
<select id="manual-numeric-select">
<option value="">Keinen numerischen Hauptsensor verwenden</option>
${optionGroups(numericOptions, new Set([record.assignment.selected_numeric_entity_id].filter(Boolean)))}
</select>
<div class="inline-controls">
<div>
<label for="manual-context-category">Kategorie</label>
<select id="manual-context-category" onchange="renderManualContextSelect()">
<option value="">Alle relevanten Vorschläge</option>
${contextCategories.map(category => `<option value="${escapeHtml(category)}">${escapeHtml(category)}</option>`).join("")}
</select>
</div>
<div>
<label for="manual-context-filter">Vorschläge durchsuchen</label>
<input id="manual-context-filter" placeholder="z. B. treppe, bewegung, lux" oninput="renderManualContextSelect()" autocomplete="off">
</div>
</div>
<label for="manual-context-select">Zusätzliche Kontext-Entities aus Vorschlägen</label>
<select id="manual-context-select" multiple>
${optionGroups(manualContextState.options.slice(0, 80), manualContextIds)}
</select>
<label for="manual-context-freeform">Entity-IDs manuell ergänzen</label>
<textarea id="manual-context-freeform" class="manual-entry" placeholder="Eine oder mehrere Entity-IDs, getrennt durch Komma, Leerzeichen oder neue Zeilen">${escapeHtml(manualOnlyIds.join("\n"))}</textarea>
<div class="actions">
<button onclick="saveManualAssignment('${escapeHtml(record.actuator_entity_id)}')">Diese Kontext-Auswahl speichern</button>
<button class="secondary" onclick="loadContextOptions('${escapeHtml(record.actuator_entity_id)}').then(() => showActuator('${escapeHtml(record.actuator_entity_id)}'))">Vorschläge neu laden</button>
</div>
</div>
`;
const activationButton = record.behavior.mode === "active" const activationButton = record.behavior.mode === "active"
? `<button class="danger" onclick="setActivation('${escapeHtml(record.actuator_entity_id)}', false, false, true)">SillyHome stoppen und pausierte HA-Automationen fortsetzen</button> ? `<button class="danger" onclick="setActivation('${escapeHtml(record.actuator_entity_id)}', false, false, true)">SillyHome stoppen und pausierte HA-Automationen fortsetzen</button>
<button class="secondary" onclick="setActivation('${escapeHtml(record.actuator_entity_id)}', false, false, false)">SillyHome stoppen; HA-Automationen pausiert lassen</button>` <button class="secondary" onclick="setActivation('${escapeHtml(record.actuator_entity_id)}', false, false, false)">SillyHome stoppen; HA-Automationen pausiert lassen</button>`
@@ -366,6 +579,7 @@ async function showActuator(actuatorId, evaluationMessage = "") {
${automationControls} ${automationControls}
<h3>Welche Zusammenhänge automatisch verwendet werden</h3> <h3>Welche Zusammenhänge automatisch verwendet werden</h3>
${evidence ? `<ul>${evidence}</ul>` : "<p class='warn'>Noch kein geeigneter Kontext erkannt. SillyHome prüft bei neuen HA-Daten erneut.</p>"} ${evidence ? `<ul>${evidence}</ul>` : "<p class='warn'>Noch kein geeigneter Kontext erkannt. SillyHome prüft bei neuen HA-Daten erneut.</p>"}
${manualAssignment}
`; `;
document.getElementById("detail").scrollIntoView({behavior: "smooth", block: "start"}); document.getElementById("detail").scrollIntoView({behavior: "smooth", block: "start"});
} catch (error) { } catch (error) {
@@ -373,6 +587,32 @@ async function showActuator(actuatorId, evaluationMessage = "") {
} }
} }
async function saveManualAssignment(actuatorId) {
const numericEntityId = document.getElementById("manual-numeric-select").value || null;
const selectedContextIds = Array.from(
document.getElementById("manual-context-select").selectedOptions,
).map(option => option.value).filter(value => value.includes("."));
const freeformContextIds = parseEntityIds(
document.getElementById("manual-context-freeform").value,
);
const contextEntityIds = [...new Set([...selectedContextIds, ...freeformContextIds])]
.filter(entityId => entityId !== numericEntityId);
try {
await api(`v1/actuators/${encodeURIComponent(actuatorId)}/assignment`, {
method: "POST",
body: JSON.stringify({
numeric_entity_id: numericEntityId,
context_entity_ids: contextEntityIds,
note: "Manuell im Dashboard gesetzt",
}),
});
await loadConfiguredActuators();
await showActuator(actuatorId, "Manuelle Kontext-Auswahl gespeichert.");
} catch (error) {
alert(error.message);
}
}
async function evaluateActuator(actuatorId) { async function evaluateActuator(actuatorId) {
try { try {
const record = await api( const record = await api(

View File

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
[project] [project]
name = "sillyhome-next" name = "sillyhome-next"
version = "0.7.2" version = "0.7.6"
description = "Lokales Smart-Home-Intelligenzsystem für Home Assistant" description = "Lokales Smart-Home-Intelligenzsystem für Home Assistant"
requires-python = ">=3.11" requires-python = ">=3.11"
dependencies = [ dependencies = [

View File

@@ -7,7 +7,6 @@ from app.actuators.lifecycle import ActuatorReconciliationService
from app.actuators.models import ( from app.actuators.models import (
AssignmentSource, AssignmentSource,
LifecycleStatus, LifecycleStatus,
ManualOverride,
model_id_for_actuator, model_id_for_actuator,
) )
from app.actuators.store import ActuatorStore from app.actuators.store import ActuatorStore
@@ -240,7 +239,45 @@ def test_reconciliation_does_not_cross_assign_other_room_light_energy(
assert record.lifecycle.status is LifecycleStatus.ARCHIVED assert record.lifecycle.status is LifecycleStatus.ARCHIVED
def test_legacy_manual_override_is_cleared_and_automatic_mapping_wins(tmp_path: Path) -> None: def test_reconciliation_ignores_generic_monitoring_area_for_automatic_context(
tmp_path: Path,
) -> None:
start = datetime(2026, 6, 1, tzinfo=timezone.utc)
entities = [
HaEntitySummary(
entity_id="light.abstellkammer",
domain="light",
friendly_name="Licht Abstellkammer",
area_name="Monitoring",
),
HaEntitySummary(
entity_id="binary_sensor.disk_overheating",
domain="binary_sensor",
device_class="problem",
friendly_name="Max. fehlerhafte Sektoren ueberschritten",
area_name="Monitoring",
),
HaEntitySummary(
entity_id="sensor.router_power",
domain="sensor",
device_class="power",
state_class="measurement",
unit_of_measurement="W",
friendly_name="Router Leistung",
area_name="Monitoring",
),
]
service = _service(tmp_path, entities, {"sensor.router_power": _points(8, start, 1.0)})
record = service.configure_actuator("light.abstellkammer")
assert record.assignment.selected_numeric_entity_id is None
assert record.assignment.selected_context_entity_ids == []
assert record.assignment.review_required is True
assert record.lifecycle.status is LifecycleStatus.ARCHIVED
def test_manual_assignment_persists_and_wins_over_automatic_mapping(tmp_path: Path) -> None:
start = datetime(2026, 6, 1, tzinfo=timezone.utc) start = datetime(2026, 6, 1, tzinfo=timezone.utc)
entities = [ entities = [
HaEntitySummary( HaEntitySummary(
@@ -273,21 +310,18 @@ def test_legacy_manual_override_is_cleared_and_automatic_mapping_wins(tmp_path:
"sensor.abstellkammer_power": _points(8, start, 30.0), "sensor.abstellkammer_power": _points(8, start, 30.0),
} }
service = _service(tmp_path, entities, history) service = _service(tmp_path, entities, history)
configured = service.configure_actuator("light.abstellkammer") service.configure_actuator("light.abstellkammer")
legacy = configured.model_copy( service.set_manual_assignment(
update={ "light.abstellkammer",
"manual_override": ManualOverride( numeric_entity_id="sensor.abstellkammer_power",
numeric_entity_id="sensor.abstellkammer_power", context_entity_ids=["sensor.abstellkammer_illuminance"],
context_entity_ids=[], note="Manuell wichtiger Sensor",
note="Alte manuelle Zuordnung",
)
}
) )
service._store.upsert(legacy)
restarted = _service(tmp_path, entities, history) restarted = _service(tmp_path, entities, history)
record = restarted.reconcile_actuator("light.abstellkammer") record = restarted.reconcile_actuator("light.abstellkammer")
assert record.assignment.selected_numeric_entity_id == "sensor.abstellkammer_illuminance" assert record.assignment.selected_numeric_entity_id == "sensor.abstellkammer_power"
assert record.assignment.source.value == "automatic" assert record.assignment.selected_context_entity_ids == ["sensor.abstellkammer_illuminance"]
assert record.manual_override is None assert record.assignment.source is AssignmentSource.MANUAL
assert record.manual_override is not None

View File

@@ -115,6 +115,14 @@ def _install_service(tmp_path: Path) -> None:
friendly_name="Abstellkammer Bewegung", friendly_name="Abstellkammer Bewegung",
area_name="Abstellkammer", area_name="Abstellkammer",
), ),
HaEntitySummary(
entity_id="sensor.pfsense_interface_vpn_inbytes",
domain="sensor",
device_class="data_size",
state_class="measurement",
unit_of_measurement="KiB",
friendly_name="pfSense Interface VPN inbytes",
),
] ]
settings = Settings( settings = Settings(
ha_url="http://ha.local", ha_url="http://ha.local",
@@ -179,14 +187,43 @@ def test_actuator_api_configures_reconciles_and_removes(tmp_path: Path) -> None:
assert client.get("/v1/actuators").json() == [] assert client.get("/v1/actuators").json() == []
def test_manual_override_endpoint_is_not_exposed(tmp_path: Path) -> None: def test_manual_assignment_endpoint_updates_context(tmp_path: Path) -> None:
with TestClient(app) as client: with TestClient(app) as client:
_install_service(tmp_path) _install_service(tmp_path)
client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"}) client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
response = client.post( response = client.post(
"/v1/actuators/light.abstellkammer/override", "/v1/actuators/light.abstellkammer/assignment",
json={"numeric_entity_id": "sensor.abstellkammer_illuminance"}, json={
"numeric_entity_id": "sensor.abstellkammer_illuminance",
"context_entity_ids": ["binary_sensor.abstellkammer_motion"],
"note": "Manuell gesetzt",
},
) )
assert response.status_code == 404 assert response.status_code == 200
payload = response.json()
assert payload["assignment"]["source"] == "manual"
assert payload["assignment"]["selected_numeric_entity_id"] == (
"sensor.abstellkammer_illuminance"
)
assert payload["assignment"]["selected_context_entity_ids"] == [
"binary_sensor.abstellkammer_motion"
]
def test_context_options_returns_learnable_entities(tmp_path: Path) -> None:
with TestClient(app) as client:
_install_service(tmp_path)
client.post("/v1/actuators", json={"actuator_entity_id": "light.abstellkammer"})
response = client.get(
"/v1/actuators/context-options",
params={"actuator_entity_id": "light.abstellkammer"},
)
assert response.status_code == 200
entity_ids = {item["entity_id"] for item in response.json()}
assert "sensor.abstellkammer_illuminance" in entity_ids
assert "binary_sensor.abstellkammer_motion" in entity_ids
assert "sensor.pfsense_interface_vpn_inbytes" not in entity_ids

View File

@@ -12,6 +12,8 @@ def test_dashboard_is_served_at_root() -> None:
assert "So gehst du vor" in response.text assert "So gehst du vor" in response.text
assert "Gerät zum Lernen auswählen" in response.text assert "Gerät zum Lernen auswählen" in response.text
assert "Entitätsname oder Gerät aus Home Assistant" in response.text assert "Entitätsname oder Gerät aus Home Assistant" in response.text
assert "Oder aus Liste wählen" in response.text
assert "Liste durchsuchen" in response.text
assert "Wie gewohnt bedienen" in response.text assert "Wie gewohnt bedienen" in response.text
assert "Ohne deine spätere Freigabe wird nichts geschaltet" in response.text assert "Ohne deine spätere Freigabe wird nichts geschaltet" in response.text
assert "Du wählst keine Sensoren und erstellst keine Regeln" in response.text assert "Du wählst keine Sensoren und erstellst keine Regeln" in response.text
@@ -21,6 +23,11 @@ def test_dashboard_is_served_at_root() -> None:
assert "Pausieren" in response.text assert "Pausieren" in response.text
assert "Davon erkannte HA-Automationen" in response.text assert "Davon erkannte HA-Automationen" in response.text
assert "Aktuelle Situation auswerten" in response.text assert "Aktuelle Situation auswerten" in response.text
assert "Kontext selbst festlegen" in response.text
assert "Entity-IDs manuell ergänzen" in response.text
assert "manual-context-freeform" in response.text
assert "Diese Kontext-Auswahl speichern" in response.text
assert "manual-context-select" in response.text
assert "Die Prüfung simuliert keinen Sensorwechsel" in response.text assert "Die Prüfung simuliert keinen Sensorwechsel" in response.text
assert "Kein frischer passender Sensorwechsel erkannt" in response.text assert "Kein frischer passender Sensorwechsel erkannt" in response.text
assert "Vorhersage jetzt prüfen" not in response.text assert "Vorhersage jetzt prüfen" not in response.text