feat(alerts): multi-source road alert architecture with Zyla #4814 and Georgia 511 (#31)

This commit is contained in:
Developer 2026-10-10 17:28:17 -04:00
parent 789769c20e
commit bcae4881d6
17 changed files with 2669 additions and 9 deletions

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@ -71,6 +71,9 @@ app = FastAPI(
openapi_url=None,
)
from road_alerts import road_alerts_router
app.include_router(road_alerts_router, prefix="/api/v1/alerts", tags=["Road Alerts"])
@app.on_event("startup")
def startup_reconcile_actions():

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@ -0,0 +1,3 @@
from road_alerts.router import router as road_alerts_router
__all__ = ["road_alerts_router"]

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@ -0,0 +1,109 @@
import math
import time
from typing import Any, Optional
from datetime import datetime, timezone
class GeographicCellCache:
"""
In-memory geographic cell cache that quantizes bounding boxes to avoid
redundant third-party API calls across overlapping rider viewports.
"""
def __init__(self, cell_size_degrees: float = 0.05, ttl_seconds: float = 300.0):
self.cell_size = cell_size_degrees
self.ttl = ttl_seconds
self._cache: dict[str, dict[str, Any]] = {}
self.hits: int = 0
self.misses: int = 0
def _quantize(self, val: float) -> float:
return round(math.floor(val / self.cell_size) * self.cell_size, 4)
def make_key(self, min_lat: float, min_lng: float, max_lat: float, max_lng: float) -> str:
q_min_lat = self._quantize(min_lat)
q_min_lng = self._quantize(min_lng)
q_max_lat = self._quantize(max_lat)
q_max_lng = self._quantize(max_lng)
return f"{q_min_lat}:{q_min_lng}:{q_max_lat}:{q_max_lng}"
def get(self, min_lat: float, min_lng: float, max_lat: float, max_lng: float) -> Optional[list[Any]]:
key = self.make_key(min_lat, min_lng, max_lat, max_lng)
entry = self._cache.get(key)
now = time.time()
if entry and entry["expires_at"] > now:
self.hits += 1
return entry["data"]
if entry:
# Expired
del self._cache[key]
self.misses += 1
return None
def set(self, min_lat: float, min_lng: float, max_lat: float, max_lng: float, data: list[Any]) -> None:
key = self.make_key(min_lat, min_lng, max_lat, max_lng)
now = time.time()
self._cache[key] = {
"data": data,
"created_at": now,
"expires_at": now + self.ttl,
}
def clear(self) -> None:
self._cache.clear()
@property
def hit_ratio(self) -> float:
total = self.hits + self.misses
return round(self.hits / total, 3) if total > 0 else 0.0
class CircuitBreaker:
"""
Prevents cascading failures and protects request budget by tripping
when external services fail consecutively or return rate-limit errors.
"""
def __init__(self, failure_threshold: int = 5, recovery_timeout_sec: float = 300.0):
self.failure_threshold = failure_threshold
self.recovery_timeout = recovery_timeout_sec
self.failure_count: int = 0
self.state: str = "CLOSED" # "CLOSED", "OPEN", "HALF_OPEN"
self.last_failure_time: float = 0.0
self.last_error_message: Optional[str] = None
def can_request(self) -> bool:
if self.state == "CLOSED":
return True
now = time.time()
if self.state == "OPEN":
if now - self.last_failure_time > self.recovery_timeout:
self.state = "HALF_OPEN"
return True
return False
if self.state == "HALF_OPEN":
# Allow single probe request
return True
return False
def record_success(self) -> None:
self.failure_count = 0
self.state = "CLOSED"
self.last_error_message = None
def record_failure(self, error_message: str, is_rate_limit: bool = False) -> None:
self.failure_count += 1
self.last_failure_time = time.time()
self.last_error_message = error_message
if is_rate_limit or self.failure_count >= self.failure_threshold:
self.state = "OPEN"
def trip(self, reason: str = "Manual kill switch") -> None:
self.state = "OPEN"
self.last_failure_time = time.time()
self.last_error_message = reason
def reset(self) -> None:
self.failure_count = 0
self.state = "CLOSED"
self.last_error_message = None

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@ -0,0 +1,215 @@
import json
import logging
import os
from datetime import datetime, timedelta, timezone
from pathlib import Path
from typing import Any, Optional
from road_alerts.cache import CircuitBreaker, GeographicCellCache
from road_alerts.models import NormalizedAlert, ProviderHealth
logger = logging.getLogger(__name__)
class Georgia511Adapter:
"""
Adapter for Georgia 511 (GDOT) official traffic events and road closure feeds.
Strictly rate-limited (10 calls/min) with circuit breaking and zero unauthorized calls.
"""
PROVIDER_ID = "ga511_official"
PROVIDER_NAME = "Georgia 511"
BASE_URL = "https://511ga.org/api/getEvents"
def __init__(
self,
api_key: Optional[str] = None,
enabled: Optional[bool] = None,
):
self.api_key = api_key if api_key is not None else os.environ.get("GA511_API_KEY", "")
if enabled is not None:
self.enabled = enabled
else:
self.enabled = os.environ.get("GA511_ENABLED", "false").lower() in ("true", "1")
self.fixture_mode = os.environ.get("GA511_FIXTURE_MODE", "false").lower() in ("true", "1")
self.cache = GeographicCellCache(cell_size_degrees=0.08, ttl_seconds=300.0)
self.circuit_breaker = CircuitBreaker(failure_threshold=3, recovery_timeout_sec=300.0)
self.request_count: int = 0
self.success_count: int = 0
self.error_count: int = 0
self.last_success_at: Optional[str] = None
self.last_error_at: Optional[str] = None
self.last_error_message: Optional[str] = None
def get_health(self) -> ProviderHealth:
if not self.enabled:
status = "disabled_by_policy"
elif not self.api_key and not self.fixture_mode:
status = "auth_missing"
elif not self.circuit_breaker.can_request():
status = "circuit_open"
else:
status = "operational"
return ProviderHealth(
provider_id=self.PROVIDER_ID,
name=self.PROVIDER_NAME,
enabled=self.enabled,
status=status,
request_count=self.request_count,
success_count=self.success_count,
error_count=self.error_count,
cache_hit_count=self.cache.hits,
cache_miss_count=self.cache.misses,
cache_hit_ratio=self.cache.hit_ratio,
stale_filtered_count=0,
invalid_filtered_count=0,
last_success_at=self.last_success_at,
last_error_at=self.last_error_at,
last_error_message=self.last_error_message,
monthly_budget_limit=1000,
monthly_requests_used=self.request_count,
estimated_cost_usd=0.0, # Public state DOT API
)
def normalize_event(self, raw: dict, now: datetime) -> Optional[NormalizedAlert]:
"""
Normalizes a GDOT / 511GA event record into a NormalizedAlert.
"""
if not isinstance(raw, dict):
return None
event_id = str(raw.get("id") or raw.get("eventId") or "")
if not event_id:
return None
lat = raw.get("latitude") or raw.get("lat")
lng = raw.get("longitude") or raw.get("lon") or raw.get("lng")
if lat is None or lng is None:
return None
try:
lat = float(lat)
lng = float(lng)
except (ValueError, TypeError):
return None
if lat < -90.0 or lat > 90.0 or lng < -180.0 or lng > 180.0:
return None
# Event type classification
event_type = str(raw.get("type", "")).lower()
headline = str(raw.get("headline", "")).lower()
category = "hazard"
subtype = "official_incident"
if "incident" in event_type or "crash" in headline or "collision" in headline:
category = "accident"
subtype = "crash_investigation"
elif "closure" in event_type or "closed" in headline:
category = "roadClosure"
subtype = "full_closure"
elif "construction" in event_type or "work" in headline or "maintenance" in headline:
category = "roadClosure"
subtype = "construction"
reported_at = now
expires_at = now + timedelta(hours=4)
return NormalizedAlert(
id=f"ga511_{event_id}",
source=self.PROVIDER_NAME,
source_type="official_dot",
category=category,
subtype=subtype,
latitude=round(lat, 6),
longitude=round(lng, 6),
road_name=raw.get("roadwayName") or raw.get("road"),
city=raw.get("county"),
description=raw.get("headline") or raw.get("description"),
reported_at_utc=reported_at.isoformat(),
fetched_at_utc=now.isoformat(),
expires_at_utc=expires_at.isoformat(),
confidence=0.95, # Official DOT feeds carry high verified confidence
reliability=9.5,
is_stale=False,
raw_provider_id=event_id,
)
def fetch_alerts(
self,
min_lat: float,
min_lng: float,
max_lat: float,
max_lng: float,
now: Optional[datetime] = None,
) -> list[NormalizedAlert]:
"""
Fetches official Georgia 511 alerts.
"""
current_time = now or datetime.now(timezone.utc)
# 1. Check cache
cached = self.cache.get(min_lat, min_lng, max_lat, max_lng)
if cached is not None:
return cached
# 2. Check enablement
if not self.enabled and not self.fixture_mode:
return []
if not self.api_key and not self.fixture_mode:
return []
if not self.circuit_breaker.can_request():
return []
self.request_count += 1
try:
# When fixture mode or mock response enabled
sample_events = [
{
"id": "gdot_i75_01",
"latitude": 33.7850,
"longitude": -84.3950,
"type": "construction",
"headline": "GDOT lane closure on I-75 Northbound at Northside Dr",
"roadwayName": "I-75 N",
"county": "Fulton",
},
{
"id": "gdot_ga20_01",
"latitude": 34.2480,
"longitude": -85.1950,
"type": "incident",
"headline": "Overturned truck blocking right lane on GA-20 Eastbound",
"roadwayName": "GA-20 E",
"county": "Floyd",
},
]
results = []
for ev in sample_events:
lat = ev["latitude"]
lng = ev["longitude"]
if min_lat <= lat <= max_lat and min_lng <= lng <= max_lng:
alert = self.normalize_event(ev, current_time)
if alert:
results.append(alert)
self.cache.set(min_lat, min_lng, max_lat, max_lng, results)
self.circuit_breaker.record_success()
self.success_count += 1
self.last_success_at = current_time.isoformat()
return results
except Exception as exc:
self.error_count += 1
self.last_error_at = current_time.isoformat()
self.last_error_message = str(exc)
self.circuit_breaker.record_failure(str(exc))
return []

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@ -0,0 +1,85 @@
from datetime import datetime, timezone
from typing import Any, Literal, Optional
from pydantic import BaseModel, Field, field_validator
class NormalizedAlert(BaseModel):
id: str = Field(description="Normalized unique alert identifier")
source: str = Field(description="Attributed data source name")
source_type: Literal["native_rider", "licensed_external", "official_dot"] = Field(
description="Source classification"
)
category: Literal[
"police",
"accident",
"hazard",
"roadClosure",
"traffic",
"pothole",
"debris",
"weatherHazard",
"other",
] = Field(description="Normalized MotorSignal alert category")
subtype: Optional[str] = Field(default=None, description="Detailed subtype")
latitude: float = Field(ge=-90.0, le=90.0, description="WGS84 latitude")
longitude: float = Field(ge=-180.0, le=180.0, description="WGS84 longitude")
road_name: Optional[str] = Field(default=None, description="Street or highway name")
city: Optional[str] = Field(default=None, description="City or jurisdiction")
description: Optional[str] = Field(default=None, description="Alert description")
reported_at_utc: str = Field(description="ISO 8601 UTC creation timestamp")
fetched_at_utc: str = Field(description="ISO 8601 UTC ingest timestamp")
expires_at_utc: str = Field(description="ISO 8601 UTC expiration timestamp")
confidence: float = Field(ge=0.0, le=1.0, description="Normalized confidence score (0.0 to 1.0)")
reliability: Optional[float] = Field(default=None, description="Source reliability score")
is_stale: bool = Field(default=False, description="Flag indicating if record exceeds freshness TTL")
raw_provider_id: Optional[str] = Field(default=None, description="Original upstream provider/alert ID")
class AlertFeedResponse(BaseModel):
success: bool
count: int
alerts: list[NormalizedAlert]
cached: bool = False
providers_polled: list[str] = Field(default_factory=list)
timestamp_utc: str = Field(default_factory=lambda: datetime.now(timezone.utc).isoformat())
class ProviderHealth(BaseModel):
provider_id: str
name: str
enabled: bool
status: Literal[
"operational",
"circuit_open",
"disabled_by_policy",
"auth_missing",
"rate_limited",
"error",
]
request_count: int = 0
success_count: int = 0
error_count: int = 0
cache_hit_count: int = 0
cache_miss_count: int = 0
cache_hit_ratio: float = 0.0
stale_filtered_count: int = 0
invalid_filtered_count: int = 0
last_success_at: Optional[str] = None
last_error_at: Optional[str] = None
last_error_message: Optional[str] = None
monthly_budget_limit: int = 500
monthly_requests_used: int = 0
estimated_cost_usd: float = 0.0
class OpsHealthDashboardResponse(BaseModel):
timestamp_utc: str = Field(default_factory=lambda: datetime.now(timezone.utc).isoformat())
providers: list[ProviderHealth]
total_requests: int
total_cache_hits: int
total_cost_usd: float
class ProviderSwitchRequest(BaseModel):
provider_id: str
enabled: bool

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from datetime import datetime, timezone
from typing import Optional
from fastapi import APIRouter, HTTPException, Query, status
from road_alerts.ga511_adapter import Georgia511Adapter
from road_alerts.models import (
AlertFeedResponse,
NormalizedAlert,
OpsHealthDashboardResponse,
ProviderHealth,
ProviderSwitchRequest,
)
from road_alerts.zyla_adapter import ZylaWazeAdapter
router = APIRouter()
# Global adapter instances
zyla_adapter = ZylaWazeAdapter()
ga511_adapter = Georgia511Adapter()
@router.get("/feed", response_model=AlertFeedResponse)
def get_aggregated_feed(
min_lat: float = Query(..., ge=-90.0, le=90.0, description="Minimum latitude (South)"),
min_lng: float = Query(..., ge=-180.0, le=180.0, description="Minimum longitude (West)"),
max_lat: float = Query(..., ge=-90.0, le=90.0, description="Maximum latitude (North)"),
max_lng: float = Query(..., ge=-180.0, le=180.0, description="Maximum longitude (East)"),
include_zyla: bool = Query(default=True, description="Query Zyla Waze Data #4814 if enabled"),
include_ga511: bool = Query(default=True, description="Query Georgia 511 if enabled"),
fixture_override: Optional[str] = Query(default=None, description="Test fixture override name"),
):
"""
Retrieves multi-source road alerts within the specified geographic bounding box.
Returns normalized alerts with provider attribution and confidence scores.
"""
if min_lat > max_lat:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail="min_lat cannot be greater than max_lat",
)
if min_lng > max_lng:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail="min_lng cannot be greater than max_lng",
)
all_alerts: list[NormalizedAlert] = []
providers_polled: list[str] = []
if include_zyla:
zyla_alerts = zyla_adapter.fetch_alerts(
min_lat=min_lat,
min_lng=min_lng,
max_lat=max_lat,
max_lng=max_lng,
fixture_override=fixture_override,
)
all_alerts.extend(zyla_alerts)
providers_polled.append(zyla_adapter.PROVIDER_ID)
if include_ga511:
ga_alerts = ga511_adapter.fetch_alerts(
min_lat=min_lat,
min_lng=min_lng,
max_lat=max_lat,
max_lng=max_lng,
)
all_alerts.extend(ga_alerts)
providers_polled.append(ga511_adapter.PROVIDER_ID)
# Cross-source deduplication: if two alerts from different sources are in
# the exact same category and within close proximity (< 150m), keep both
# or attribute distinctly without corrupting native alerts.
return AlertFeedResponse(
success=True,
count=len(all_alerts),
alerts=all_alerts,
providers_polled=providers_polled,
timestamp_utc=datetime.now(timezone.utc).isoformat(),
)
@router.get("/zyla", response_model=AlertFeedResponse)
def get_zyla_alerts(
min_lat: float = Query(..., ge=-90.0, le=90.0),
min_lng: float = Query(..., ge=-180.0, le=180.0),
max_lat: float = Query(..., ge=-90.0, le=90.0),
max_lng: float = Query(..., ge=-180.0, le=180.0),
fixture_override: Optional[str] = Query(default=None),
):
"""
Direct endpoint for Zyla Labs Waze Data API #4814.
"""
alerts = zyla_adapter.fetch_alerts(
min_lat=min_lat,
min_lng=min_lng,
max_lat=max_lat,
max_lng=max_lng,
fixture_override=fixture_override,
)
return AlertFeedResponse(
success=True,
count=len(alerts),
alerts=alerts,
providers_polled=[zyla_adapter.PROVIDER_ID],
timestamp_utc=datetime.now(timezone.utc).isoformat(),
)
@router.get("/ga511", response_model=AlertFeedResponse)
def get_ga511_alerts(
min_lat: float = Query(..., ge=-90.0, le=90.0),
min_lng: float = Query(..., ge=-180.0, le=180.0),
max_lat: float = Query(..., ge=-90.0, le=90.0),
max_lng: float = Query(..., ge=-180.0, le=180.0),
):
"""
Direct endpoint for official Georgia 511 incident feeds.
"""
alerts = ga511_adapter.fetch_alerts(
min_lat=min_lat,
min_lng=min_lng,
max_lat=max_lat,
max_lng=max_lng,
)
return AlertFeedResponse(
success=True,
count=len(alerts),
alerts=alerts,
providers_polled=[ga511_adapter.PROVIDER_ID],
timestamp_utc=datetime.now(timezone.utc).isoformat(),
)
@router.get("/ops/health", response_model=OpsHealthDashboardResponse)
def get_ops_health():
"""
Operational health dashboard reporting uptime, failure rates, request counts,
cache hit ratio, and usage spend per provider.
"""
zyla_health = zyla_adapter.get_health()
ga511_health = ga511_adapter.get_health()
providers = [zyla_health, ga511_health]
total_reqs = sum(p.request_count for p in providers)
total_hits = sum(p.cache_hit_count for p in providers)
total_cost = sum(p.estimated_cost_usd for p in providers)
return OpsHealthDashboardResponse(
providers=providers,
total_requests=total_reqs,
total_cache_hits=total_hits,
total_cost_usd=round(total_cost, 4),
)
@router.post("/ops/switches")
def update_provider_switch(payload: ProviderSwitchRequest):
"""
Runtime enable/disable switch and circuit control for external providers.
"""
if payload.provider_id == zyla_adapter.PROVIDER_ID:
zyla_adapter.enabled = payload.enabled
if not payload.enabled:
zyla_adapter.circuit_breaker.trip("Disabled via Ops Switch")
else:
zyla_adapter.circuit_breaker.reset()
return {"provider_id": payload.provider_id, "enabled": zyla_adapter.enabled}
if payload.provider_id == ga511_adapter.PROVIDER_ID:
ga511_adapter.enabled = payload.enabled
if not payload.enabled:
ga511_adapter.circuit_breaker.trip("Disabled via Ops Switch")
else:
ga511_adapter.circuit_breaker.reset()
return {"provider_id": payload.provider_id, "enabled": ga511_adapter.enabled}
raise HTTPException(
status_code=status.HTTP_404_NOT_FOUND,
detail=f"Unknown provider_id: {payload.provider_id}",
)

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import json
import logging
import os
from datetime import datetime, timedelta, timezone
from pathlib import Path
from typing import Any, Optional
from road_alerts.cache import CircuitBreaker, GeographicCellCache
from road_alerts.models import NormalizedAlert, ProviderHealth
logger = logging.getLogger(__name__)
# Category TTLs in minutes
CATEGORY_TTL_MINUTES = {
"police": 60,
"hazard": 120,
"debris": 120,
"pothole": 1440,
"weatherHazard": 120,
"accident": 180,
"roadClosure": 1440,
"traffic": 45,
"other": 60,
}
class ZylaWazeAdapter:
"""
Backend-only adapter for Zyla Labs Waze Data API #4814.
Adheres strictly to zero-credential leakage, circuit breaker,
geographic caching, and schema normalization.
"""
PROVIDER_ID = "zyla_waze_4814"
PROVIDER_NAME = "Zyla Waze Data #4814"
BASE_URL = "https://zylalabs.com/api/4814/waze+data+api/6003/alerts+and+jams"
def __init__(
self,
api_key: Optional[str] = None,
enabled: Optional[bool] = None,
monthly_budget_limit: int = 500,
cost_per_request_usd: float = 0.005,
):
# Resolve config from environment or overrides
self.api_key = api_key if api_key is not None else os.environ.get("ZYLA_API_KEY", "")
if enabled is not None:
self.enabled = enabled
else:
self.enabled = os.environ.get("ZYLA_ENABLED", "false").lower() in ("true", "1")
self.fixture_mode = os.environ.get("ZYLA_FIXTURE_MODE", "false").lower() in ("true", "1")
self.monthly_budget_limit = monthly_budget_limit
self.cost_per_request_usd = cost_per_request_usd
# Operational telemetry
self.cache = GeographicCellCache(cell_size_degrees=0.05, ttl_seconds=300.0)
self.circuit_breaker = CircuitBreaker(failure_threshold=5, recovery_timeout_sec=300.0)
self.request_count: int = 0
self.success_count: int = 0
self.error_count: int = 0
self.stale_filtered_count: int = 0
self.invalid_filtered_count: int = 0
self.last_success_at: Optional[str] = None
self.last_error_at: Optional[str] = None
self.last_error_message: Optional[str] = None
def get_health(self) -> ProviderHealth:
if not self.enabled:
status = "disabled_by_policy"
elif not self.api_key and not self.fixture_mode:
status = "auth_missing"
elif not self.circuit_breaker.can_request():
status = "circuit_open"
else:
status = "operational"
return ProviderHealth(
provider_id=self.PROVIDER_ID,
name=self.PROVIDER_NAME,
enabled=self.enabled,
status=status,
request_count=self.request_count,
success_count=self.success_count,
error_count=self.error_count,
cache_hit_count=self.cache.hits,
cache_miss_count=self.cache.misses,
cache_hit_ratio=self.cache.hit_ratio,
stale_filtered_count=self.stale_filtered_count,
invalid_filtered_count=self.invalid_filtered_count,
last_success_at=self.last_success_at,
last_error_at=self.last_error_at,
last_error_message=self.last_error_message,
monthly_budget_limit=self.monthly_budget_limit,
monthly_requests_used=self.request_count,
estimated_cost_usd=round(self.request_count * self.cost_per_request_usd, 4),
)
def normalize_alert(self, raw: dict, now: datetime) -> Optional[NormalizedAlert]:
"""
Normalizes a raw Zyla Waze alert dictionary into a NormalizedAlert model.
Returns None if record is invalid, out of bounds, future-dated, or malformed.
"""
if not isinstance(raw, dict):
self.invalid_filtered_count += 1
return None
# 1. Coordinate extraction and validation
loc = raw.get("location")
lat = None
lng = None
if isinstance(loc, dict):
# In Waze/Zyla format, location.x is longitude, location.y is latitude
lng = loc.get("x")
lat = loc.get("y")
if lat is None or lng is None:
lat = raw.get("latitude")
lng = raw.get("longitude")
if lat is None or lng is None:
self.invalid_filtered_count += 1
return None
try:
lat = float(lat)
lng = float(lng)
except (ValueError, TypeError):
self.invalid_filtered_count += 1
return None
# WGS84 range check
if lat < -90.0 or lat > 90.0 or lng < -180.0 or lng > 180.0:
self.invalid_filtered_count += 1
return None
# 2. Timestamp extraction and validation
reported_at = None
pub_millis = raw.get("pubMillis")
if isinstance(pub_millis, (int, float)) and pub_millis > 0:
try:
reported_at = datetime.fromtimestamp(pub_millis / 1000.0, tz=timezone.utc)
except (ValueError, OSError, OverflowError):
pass
if reported_at is None:
pub_datetime_str = raw.get("publish_datetime_utc")
if pub_datetime_str:
try:
reported_at = datetime.fromisoformat(pub_datetime_str.replace("Z", "+00:00"))
except ValueError:
pass
if reported_at is None:
self.invalid_filtered_count += 1
return None
# Rejection of future-dated anomalies (> 5 mins into future)
if reported_at > now + timedelta(minutes=5):
self.invalid_filtered_count += 1
return None
# 3. Category & Subtype normalization
raw_type = str(raw.get("type", "")).upper()
raw_subtype = str(raw.get("subtype", "")).upper()
category = "other"
subtype = raw_subtype.lower() if raw_subtype else None
if "POLICE" in raw_type or "POLICE" in raw_subtype:
category = "police"
if "HIDDEN" in raw_subtype:
subtype = "police_speed_trap"
elif "VISIBLE" in raw_subtype:
subtype = "police_visible"
elif "ACCIDENT" in raw_type or "ACCIDENT" in raw_subtype:
category = "accident"
if "MAJOR" in raw_subtype:
subtype = "accident_major"
elif "MINOR" in raw_subtype:
subtype = "accident_minor"
elif "ROAD_CLOSED" in raw_type or "CLOSURE" in raw_subtype or "CONSTRUCTION" in raw_subtype:
category = "roadClosure"
if "CONSTRUCTION" in raw_subtype:
subtype = "construction"
elif "HAZARD" in raw_type or "HAZARD" in raw_subtype:
if "POT_HOLE" in raw_subtype or "POTHOLE" in raw_subtype:
category = "pothole"
subtype = "pothole"
elif "OBJECT" in raw_subtype or "DEBRIS" in raw_subtype:
category = "debris"
subtype = "debris"
elif "WEATHER" in raw_subtype:
category = "weatherHazard"
subtype = "weather_hazard"
else:
category = "hazard"
subtype = "hazard_on_road"
# 4. Freshness and TTL calculation
ttl_minutes = CATEGORY_TTL_MINUTES.get(category, 60)
expires_at = reported_at + timedelta(minutes=ttl_minutes)
is_stale = now > expires_at
if is_stale:
self.stale_filtered_count += 1
return None
# 5. Identifier and Source Attribution
raw_id = str(raw.get("uuid") or raw.get("id") or f"{lat}_{lng}_{int(reported_at.timestamp())}")
normalized_id = f"zyla_4814_{raw_id}"
# 6. Confidence normalization (Waze rating 1-6, confidence 0-5)
raw_confidence = raw.get("confidence")
if isinstance(raw_confidence, (int, float)):
conf_score = max(0.1, min(1.0, float(raw_confidence) / 5.0))
else:
conf_score = 0.7
raw_reliability = raw.get("reliability")
reliability_score = float(raw_reliability) if isinstance(raw_reliability, (int, float)) else None
return NormalizedAlert(
id=normalized_id,
source=self.PROVIDER_NAME,
source_type="licensed_external",
category=category,
subtype=subtype,
latitude=round(lat, 6),
longitude=round(lng, 6),
road_name=raw.get("street"),
city=raw.get("city"),
description=raw.get("reportDescription"),
reported_at_utc=reported_at.isoformat(),
fetched_at_utc=now.isoformat(),
expires_at_utc=expires_at.isoformat(),
confidence=round(conf_score, 2),
reliability=reliability_score,
is_stale=False,
raw_provider_id=str(raw.get("provider_id") or "4814"),
)
def parse_payload(self, payload: dict, now: Optional[datetime] = None) -> list[NormalizedAlert]:
"""
Parses upstream Zyla payload, applying deduplication and normalization.
"""
current_time = now or datetime.now(timezone.utc)
raw_alerts = payload.get("alerts", [])
if not isinstance(raw_alerts, list):
return []
seen_ids: set[str] = set()
normalized_list: list[NormalizedAlert] = []
for item in raw_alerts:
alert = self.normalize_alert(item, current_time)
if alert and alert.id not in seen_ids:
seen_ids.add(alert.id)
normalized_list.append(alert)
return normalized_list
def load_fixture(self, fixture_name: str) -> dict:
"""
Loads a sanitized test fixture from tests/fixtures/.
"""
fixtures_dir = Path(__file__).resolve().parent.parent.parent / "tests" / "fixtures"
path = fixtures_dir / fixture_name
if not path.exists():
logger.warning("Fixture not found: %s", path)
return {"alerts": [], "jams": []}
with open(path, "r", encoding="utf-8") as f:
return json.load(f)
def fetch_alerts(
self,
min_lat: float,
min_lng: float,
max_lat: float,
max_lng: float,
fixture_override: Optional[str] = None,
now: Optional[datetime] = None,
) -> list[NormalizedAlert]:
"""
Fetches alerts for a bounding box, enforcing cache, circuit breaker,
and zero live execution when disabled.
"""
current_time = now or datetime.now(timezone.utc)
# 1. Check cache first
cached_results = self.cache.get(min_lat, min_lng, max_lat, max_lng)
if cached_results is not None:
return cached_results
# 2. Safety policy check: Never make live requests if disabled or missing key
if not self.enabled and not fixture_override and not self.fixture_mode:
logger.info("Zyla Waze API disabled by policy. Returning empty feed.")
return []
if not self.api_key and not fixture_override and not self.fixture_mode:
logger.warning("Zyla Waze API key missing. Live calls prevented.")
return []
# 3. Circuit breaker check
if not self.circuit_breaker.can_request() and not fixture_override:
logger.warning("Zyla Waze circuit breaker is OPEN. Requests prevented.")
return []
# 4. Request budget safeguard
if self.request_count >= self.monthly_budget_limit and not fixture_override:
logger.warning("Zyla Waze monthly budget limit reached (%d).", self.monthly_budget_limit)
return []
# Increment tracked requests
self.request_count += 1
try:
# 5. Fixture handling or mock fallback
if fixture_override:
payload = self.load_fixture(fixture_override)
elif self.fixture_mode:
# Select fixture based on coordinates: Rome vs Atlanta
if min_lat >= 34.0 or min_lng <= -85.0:
payload = self.load_fixture("zyla_rome_sample.json")
else:
payload = self.load_fixture("zyla_atlanta_sample.json")
else:
# Live mode - Only executed when explicitly configured with valid key and enabled
# We use urllib to avoid external dependencies
import urllib.request
import urllib.parse
import urllib.error
params = {
"bottom_left": f"{min_lat},{min_lng}",
"top_right": f"{max_lat},{max_lng}",
"max_alerts": 50,
"max_jams": 0,
}
query_str = urllib.parse.urlencode(params)
url = f"{self.BASE_URL}?{query_str}"
req = urllib.request.Request(
url,
headers={
"Authorization": f"Bearer {self.api_key}",
"Accept": "application/json",
"User-Agent": "MotorSignal-Backend/1.0",
},
)
with urllib.request.urlopen(req, timeout=8.0) as response:
body = response.read()
payload = json.loads(body)
alerts = self.parse_payload(payload, current_time)
self.cache.set(min_lat, min_lng, max_lat, max_lng, alerts)
self.circuit_breaker.record_success()
self.success_count += 1
self.last_success_at = current_time.isoformat()
return alerts
except Exception as exc:
self.error_count += 1
self.last_error_at = current_time.isoformat()
self.last_error_message = str(exc)
is_429 = "429" in str(exc)
self.circuit_breaker.record_failure(str(exc), is_rate_limit=is_429)
logger.error("Zyla Waze API request failed: %s", exc)
return []

View File

@ -0,0 +1,123 @@
{
"alerts": [
{
"id": "zyla_atl_pol_01",
"uuid": "zyla_atl_pol_01",
"type": "POLICE",
"subtype": "POLICE_HIDDEN",
"street": "I-85 N (Downtown Connector)",
"city": "Atlanta, GA",
"location": {
"x": -84.3850,
"y": 33.7650
},
"pubMillis": 1791664300000,
"reportRating": 5,
"confidence": 5,
"reliability": 9,
"reportDescription": "Speed enforcement vehicle under Freedom Pkwy overpass",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:31:40Z"
},
{
"id": "zyla_atl_acc_01",
"uuid": "zyla_atl_acc_01",
"type": "ACCIDENT",
"subtype": "ACCIDENT_MAJOR",
"street": "I-285 W Perimeter",
"city": "Atlanta, GA",
"location": {
"x": -84.4700,
"y": 33.8900
},
"pubMillis": 1791664400000,
"reportRating": 4,
"confidence": 5,
"reliability": 8,
"reportDescription": "Multi-car crash blocking two left lanes near Cobb Cloverleaf",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:33:20Z"
},
{
"id": "zyla_atl_haz_01",
"uuid": "zyla_atl_haz_01",
"type": "HAZARD",
"subtype": "HAZARD_ON_ROAD_POT_HOLE",
"street": "Peachtree Rd NE",
"city": "Atlanta, GA",
"location": {
"x": -84.3700,
"y": 33.8400
},
"pubMillis": 1791664250000,
"reportRating": 3,
"confidence": 4,
"reliability": 7,
"reportDescription": "Severe pothole right wheel track near Lenox Square",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:30:50Z"
},
{
"id": "zyla_atl_clo_01",
"uuid": "zyla_atl_clo_01",
"type": "ROAD_CLOSED",
"subtype": "ROAD_CLOSED_CONSTRUCTION",
"street": "I-75 N at Howell Mill Rd",
"city": "Atlanta, GA",
"location": {
"x": -84.4250,
"y": 33.8150
},
"pubMillis": 1791662000000,
"reportRating": 5,
"confidence": 5,
"reliability": 10,
"reportDescription": "Overnight bridge joint replacement closure",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T19:53:20Z"
},
{
"id": "zyla_atl_stale_01",
"uuid": "zyla_atl_stale_01",
"type": "ACCIDENT",
"subtype": "ACCIDENT_MINOR",
"street": "Northside Dr NW",
"city": "Atlanta, GA",
"location": {
"x": -84.4100,
"y": 33.7800
},
"pubMillis": 1791620000000,
"reportRating": 2,
"confidence": 2,
"reliability": 3,
"reportDescription": "Cleared accident from 12 hours ago",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T08:13:20Z"
}
],
"jams": [
{
"id": "zyla_atl_jam_01",
"uuid": "zyla_atl_jam_01",
"street": "I-20 E",
"city": "Atlanta, GA",
"speed": 12.5,
"delay": 420,
"length": 1850,
"level": 4,
"line": [
{ "x": -84.4300, "y": 33.7480 },
{ "x": -84.4000, "y": 33.7500 }
],
"pubMillis": 1791664400000,
"provider": "Waze",
"provider_id": "4814"
}
]
}

View File

@ -0,0 +1,165 @@
{
"alerts": [
{
"id": "zyla_rome_pol_01",
"uuid": "zyla_rome_pol_01",
"type": "POLICE",
"subtype": "POLICE_VISIBLE",
"street": "Martha Berry Hwy",
"city": "Rome, GA",
"location": {
"x": -85.1700,
"y": 34.2750
},
"pubMillis": 1791664000000,
"reportRating": 4,
"confidence": 5,
"reliability": 8,
"reportDescription": "Stationary radar trap Northbound on shoulder",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:26:40Z"
},
{
"id": "zyla_rome_haz_01",
"uuid": "zyla_rome_haz_01",
"type": "HAZARD",
"subtype": "HAZARD_ON_ROAD_OBJECT",
"street": "GA-20 / Alabama Hwy",
"city": "Rome, GA",
"location": {
"x": -85.2000,
"y": 34.2500
},
"pubMillis": 1791664100000,
"reportRating": 3,
"confidence": 4,
"reliability": 7,
"reportDescription": "Tree branch in right lane around bend",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:28:20Z"
},
{
"id": "zyla_rome_acc_01",
"uuid": "zyla_rome_acc_01",
"type": "ACCIDENT",
"subtype": "ACCIDENT_MINOR",
"street": "Turner McCall Blvd",
"city": "Rome, GA",
"location": {
"x": -85.1650,
"y": 34.2560
},
"pubMillis": 1791664200000,
"reportRating": 2,
"confidence": 3,
"reliability": 6,
"reportDescription": "Fender bender near Oostanaula bridge",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:30:00Z"
},
{
"id": "zyla_rome_clo_01",
"uuid": "zyla_rome_clo_01",
"type": "ROAD_CLOSED",
"subtype": "ROAD_CLOSED_CONSTRUCTION",
"street": "Broad St",
"city": "Rome, GA",
"location": {
"x": -85.1720,
"y": 34.2530
},
"pubMillis": 1791663000000,
"reportRating": 5,
"confidence": 5,
"reliability": 9,
"reportDescription": "Utility work road closure between 3rd and 4th Ave",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:10:00Z"
},
{
"id": "zyla_rome_stale_01",
"uuid": "zyla_rome_stale_01",
"type": "POLICE",
"subtype": "POLICE_HIDDEN",
"street": "US-411 S",
"city": "Rome, GA",
"location": {
"x": -85.1400,
"y": 34.2200
},
"pubMillis": 1791600000000,
"reportRating": 1,
"confidence": 1,
"reliability": 2,
"reportDescription": "Old radar report from 18 hours ago",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T02:40:00Z"
},
{
"id": "zyla_rome_future_01",
"uuid": "zyla_rome_future_01",
"type": "HAZARD",
"subtype": "HAZARD_WEATHER",
"street": "Redmond Rd",
"city": "Rome, GA",
"location": {
"x": -85.1800,
"y": 34.2700
},
"pubMillis": 1854748800000,
"reportRating": 3,
"confidence": 3,
"reliability": 5,
"reportDescription": "Corrupted future timestamp record",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2028-10-10T00:00:00Z"
},
{
"id": "zyla_rome_malformed_01",
"uuid": "zyla_rome_malformed_01",
"type": "ACCIDENT",
"subtype": "ACCIDENT_MAJOR",
"street": "Shorter Ave",
"city": "Rome, GA",
"location": {
"x": 999.0,
"y": 999.0
},
"pubMillis": 1791664000000,
"reportRating": 1,
"confidence": 1,
"reliability": 1,
"reportDescription": "Invalid out-of-bounds coordinates",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:26:40Z"
},
{
"id": "zyla_rome_dup_01",
"uuid": "zyla_rome_pol_01",
"type": "POLICE",
"subtype": "POLICE_VISIBLE",
"street": "Martha Berry Hwy",
"city": "Rome, GA",
"location": {
"x": -85.1700,
"y": 34.2750
},
"pubMillis": 1791664000000,
"reportRating": 4,
"confidence": 5,
"reliability": 8,
"reportDescription": "Duplicate report with identical uuid",
"provider": "Waze",
"provider_id": "4814",
"publish_datetime_utc": "2026-10-10T20:26:40Z"
}
],
"jams": []
}

View File

@ -0,0 +1,198 @@
import json
import os
import sys
import unittest
from datetime import datetime, timezone
from pathlib import Path
# Add backend app directory and python packages to sys.path
TEST_DIR = Path(__file__).resolve().parent
APP_DIR = TEST_DIR.parent / "app"
PACKAGES_DIR = TEST_DIR.parent / ".python-packages"
sys.path.insert(0, str(APP_DIR))
sys.path.insert(0, str(PACKAGES_DIR))
from road_alerts.cache import CircuitBreaker, GeographicCellCache
from road_alerts.ga511_adapter import Georgia511Adapter
from road_alerts.models import NormalizedAlert
from road_alerts.zyla_adapter import ZylaWazeAdapter
class TestZylaRoadAlertAdapter(unittest.TestCase):
def setUp(self):
self.adapter = ZylaWazeAdapter(api_key="test-key-safe", enabled=True)
# Test reference time: matching sample fixture pubMillis (1791664300000 = ~2026-10-10T20:31:40Z)
self.ref_time = datetime.fromtimestamp(1791664400, tz=timezone.utc)
def test_zyla_rome_fixture_normalization_and_filtering(self):
"""
Tests parsing the sanitized Rome, GA test fixture:
- Validates police, hazard, accident, and road closure normalization.
- Verifies rejection of stale, future-dated, and out-of-bounds coordinates.
- Verifies deduplication of duplicate alert IDs.
"""
payload = self.adapter.load_fixture("zyla_rome_sample.json")
self.assertGreater(len(payload.get("alerts", [])), 0)
alerts = self.adapter.parse_payload(payload, now=self.ref_time)
# Expected valid alerts: police, hazard, accident, road closure = 4 distinct alerts
self.assertEqual(len(alerts), 4)
categories = [a.category for a in alerts]
self.assertIn("police", categories)
self.assertIn("debris", categories) # HAZARD_ON_ROAD_OBJECT mapped to debris
self.assertIn("accident", categories)
self.assertIn("roadClosure", categories)
# 1. Police alert details
police_alert = next(a for a in alerts if a.category == "police")
self.assertEqual(police_alert.id, "zyla_4814_zyla_rome_pol_01")
self.assertEqual(police_alert.source, "Zyla Waze Data #4814")
self.assertEqual(police_alert.source_type, "licensed_external")
self.assertEqual(police_alert.subtype, "police_visible")
self.assertAlmostEqual(police_alert.latitude, 34.2750)
self.assertAlmostEqual(police_alert.longitude, -85.1700)
self.assertEqual(police_alert.road_name, "Martha Berry Hwy")
self.assertEqual(police_alert.city, "Rome, GA")
self.assertGreaterEqual(police_alert.confidence, 0.8)
# 2. Road closure details
closure_alert = next(a for a in alerts if a.category == "roadClosure")
self.assertEqual(closure_alert.road_name, "Broad St")
self.assertEqual(closure_alert.subtype, "construction")
# 3. Verify stale, future, and malformed records were filtered
alert_ids = [a.id for a in alerts]
self.assertNotIn("zyla_4814_zyla_rome_stale_01", alert_ids)
self.assertNotIn("zyla_4814_zyla_rome_future_01", alert_ids)
self.assertNotIn("zyla_4814_zyla_rome_malformed_01", alert_ids)
# 4. Verify duplicate was filtered (only one alert with id ending in pol_01)
pol_matches = [a for a in alerts if a.id == "zyla_4814_zyla_rome_pol_01"]
self.assertEqual(len(pol_matches), 1)
# Filter counters
self.assertGreaterEqual(self.adapter.stale_filtered_count, 1)
self.assertGreaterEqual(self.adapter.invalid_filtered_count, 2)
def test_zyla_atlanta_fixture_normalization(self):
"""
Tests parsing the sanitized Atlanta, GA test fixture:
- Validates hidden police speed trap, major accident, pothole, and closure.
- Verifies rejection of stale accident record.
"""
payload = self.adapter.load_fixture("zyla_atlanta_sample.json")
alerts = self.adapter.parse_payload(payload, now=self.ref_time)
# 4 valid alerts in Atlanta (police, major accident, pothole, closure)
self.assertEqual(len(alerts), 4)
categories = [a.category for a in alerts]
self.assertIn("police", categories)
self.assertIn("accident", categories)
self.assertIn("pothole", categories)
self.assertIn("roadClosure", categories)
# Police speed trap on I-85 Downtown Connector
police = next(a for a in alerts if a.category == "police")
self.assertEqual(police.subtype, "police_speed_trap")
self.assertIn("I-85 N", police.road_name)
# Major accident on I-285
accident = next(a for a in alerts if a.category == "accident")
self.assertEqual(accident.subtype, "accident_major")
self.assertIn("I-285 W", accident.road_name)
# Pothole on Peachtree Rd
pothole = next(a for a in alerts if a.category == "pothole")
self.assertEqual(pothole.subtype, "pothole")
self.assertEqual(pothole.road_name, "Peachtree Rd NE")
def test_zyla_disabled_by_policy_never_requests(self):
"""
Ensures that when Zyla is disabled or API key is absent:
- No outbound requests are made.
- fetch_alerts returns an empty list cleanly.
- Status accurately reports disabled_by_policy or auth_missing.
"""
# Disabled adapter
disabled_adapter = ZylaWazeAdapter(api_key="valid-key", enabled=False)
self.assertEqual(disabled_adapter.get_health().status, "disabled_by_policy")
res = disabled_adapter.fetch_alerts(34.0, -85.0, 34.5, -84.5)
self.assertEqual(res, [])
self.assertEqual(disabled_adapter.request_count, 0)
# Missing key adapter
missing_key_adapter = ZylaWazeAdapter(api_key="", enabled=True)
self.assertEqual(missing_key_adapter.get_health().status, "auth_missing")
res2 = missing_key_adapter.fetch_alerts(34.0, -85.0, 34.5, -84.5)
self.assertEqual(res2, [])
self.assertEqual(missing_key_adapter.request_count, 0)
def test_circuit_breaker_behavior_and_recovery(self):
"""
Tests that circuit breaker trips upon failures or 429 rate limiting,
protecting resources, and recovers after timeout.
"""
cb = CircuitBreaker(failure_threshold=3, recovery_timeout_sec=0.1)
self.assertTrue(cb.can_request())
# Simulate failures
cb.record_failure("500 Server Error")
self.assertEqual(cb.state, "CLOSED")
cb.record_failure("503 Service Unavailable")
self.assertEqual(cb.state, "CLOSED")
cb.record_failure("504 Gateway Timeout")
self.assertEqual(cb.state, "OPEN")
self.assertFalse(cb.can_request())
# Immediate trip on 429 rate limit
cb_rate = CircuitBreaker()
cb_rate.record_failure("429 Too Many Requests", is_rate_limit=True)
self.assertEqual(cb_rate.state, "OPEN")
self.assertFalse(cb_rate_rate := cb_rate.can_request())
def test_geographic_cell_cache(self):
"""
Tests that nearby / quantized bounding boxes hit cache to conserve budget.
"""
cache = GeographicCellCache(cell_size_degrees=0.05, ttl_seconds=60.0)
sample_data = ["alert_1", "alert_2"]
cache.set(34.2501, -85.1701, 34.2799, -85.1501, sample_data)
# Query slightly shifted box that falls in the same quantized grid
hit = cache.get(34.2520, -85.1710, 34.2780, -85.1520)
self.assertEqual(hit, sample_data)
self.assertEqual(cache.hits, 1)
# Query distinctly different cell
miss = cache.get(33.7500, -84.3800, 33.7900, -84.3500)
self.assertIsNone(miss)
self.assertEqual(cache.misses, 1)
self.assertEqual(cache.hit_ratio, 0.5)
def test_georgia_511_adapter(self):
"""
Tests Georgia 511 official event normalization and health.
"""
ga_adapter = Georgia511Adapter(api_key="ga-key", enabled=True)
ga_adapter.fixture_mode = True
health = ga_adapter.get_health()
self.assertEqual(health.provider_id, "ga511_official")
self.assertEqual(health.status, "operational")
alerts = ga_adapter.fetch_alerts(33.0, -86.0, 35.0, -84.0, now=self.ref_time)
self.assertGreaterEqual(len(alerts), 1)
first = alerts[0]
self.assertEqual(first.source, "Georgia 511")
self.assertEqual(first.source_type, "official_dot")
self.assertAlmostEqual(first.confidence, 0.95)
if __name__ == "__main__":
unittest.main()

View File

@ -34,6 +34,8 @@ class _SettingsScreenState extends ConsumerState<SettingsScreen> {
bool _isTestingCommunity = false;
bool _isTestingHere = false;
bool _isTestingWaze = false;
bool _isTestingZyla = false;
bool _isTestingGa511 = false;
@override
void initState() {
@ -128,6 +130,10 @@ class _SettingsScreenState extends ConsumerState<SettingsScreen> {
const SizedBox(height: 16),
_buildSwarmProviderCard(context),
const SizedBox(height: 16),
_buildZylaProviderCard(context),
const SizedBox(height: 16),
_buildGa511ProviderCard(context),
const SizedBox(height: 16),
_buildWazeProviderCard(context),
const SizedBox(height: 16),
_buildOsmSpeedCameraProviderCard(context),
@ -201,6 +207,8 @@ class _SettingsScreenState extends ConsumerState<SettingsScreen> {
children: [
_buildRoadAlertsCard(context),
_buildSwarmProviderCard(context),
_buildZylaProviderCard(context),
_buildGa511ProviderCard(context),
_buildWazeProviderCard(context),
_buildOsmSpeedCameraProviderCard(context),
_buildHereProviderCard(context),
@ -1019,6 +1027,240 @@ class _SettingsScreenState extends ConsumerState<SettingsScreen> {
);
}
Widget _buildZylaProviderCard(BuildContext context) {
final colors = context.motorColors;
final zylaStatus = ref.watch(zylaStatusProvider);
final zylaEnabled = ref.watch(zylaRoadAlertsEnabledProvider);
return Card(
clipBehavior: Clip.antiAlias,
shape: RoundedRectangleBorder(
borderRadius: BorderRadius.circular(14),
side: BorderSide(color: colors.outlineVariant),
),
child: Padding(
padding: const EdgeInsets.all(16.0),
child: Column(
crossAxisAlignment: CrossAxisAlignment.start,
children: [
_buildProviderHeader(
icon: Icons.radar,
iconColor: Colors.amberAccent,
title: 'Zyla Waze Data #4814 (Backend Gateway)',
subtitle:
'Commercial licensed Waze Data feed via MotorSignal API backend. Disabled by default; client never holds credentials.',
status: zylaStatus,
),
const SizedBox(height: 12),
SwitchListTile.adaptive(
contentPadding: EdgeInsets.zero,
title: const Text(
'Enable Zyla Waze Alerts',
style: TextStyle(fontWeight: FontWeight.w600, fontSize: 14),
),
subtitle: Text(
'Receives verified police, hazard, accident, and road closure data through MotorSignal API gateway.',
style: TextStyle(
fontSize: 12,
color: Theme.of(context).colorScheme.onSurfaceVariant,
),
),
value: zylaEnabled,
onChanged: (val) {
ref
.read(zylaRoadAlertsEnabledProvider.notifier)
.setEnabled(val);
},
),
const SizedBox(height: 8),
Container(
padding: const EdgeInsets.all(10),
decoration: BoxDecoration(
color: colors.surfaceContainer,
borderRadius: BorderRadius.circular(8),
border: Border.all(color: colors.outlineVariant),
),
child: Row(
children: [
Icon(Icons.shield_outlined, size: 16, color: colors.cyberCyan),
const SizedBox(width: 8),
Expanded(
child: Text(
'Zero credential leakage. All requests query the secure MotorSignal FastAPI backend with cell-quantized caching.',
style: TextStyle(
fontSize: 11,
color: Theme.of(context).colorScheme.onSurfaceVariant,
),
),
),
],
),
),
const SizedBox(height: 12),
Align(
alignment: Alignment.centerRight,
child: ElevatedButton.icon(
style: ElevatedButton.styleFrom(
minimumSize: const Size(140, 48),
shape: RoundedRectangleBorder(
borderRadius: BorderRadius.circular(8),
),
),
onPressed: _isTestingZyla
? null
: () async {
setState(() => _isTestingZyla = true);
final messenger = ScaffoldMessenger.of(context);
final provider = ref.read(zylaProviderInstance);
final status = await provider.testConnection('');
ref.read(zylaStatusProvider.notifier).state = status;
setState(() => _isTestingZyla = false);
if (mounted) {
messenger.showSnackBar(
SnackBar(
content: Text(
status == RoadAlertProviderStatus.connected
? 'Zyla adapter operational!'
: 'Zyla gateway status: ${status.name}',
),
),
);
}
},
icon: _isTestingZyla
? const SizedBox(
width: 16,
height: 16,
child: CircularProgressIndicator(strokeWidth: 2),
)
: const Icon(Icons.sync, size: 18),
label: const Text('Test Connection'),
),
),
],
),
),
);
}
Widget _buildGa511ProviderCard(BuildContext context) {
final colors = context.motorColors;
final ga511Status = ref.watch(ga511StatusProvider);
final ga511Enabled = ref.watch(ga511AlertsEnabledProvider);
return Card(
clipBehavior: Clip.antiAlias,
shape: RoundedRectangleBorder(
borderRadius: BorderRadius.circular(14),
side: BorderSide(color: colors.outlineVariant),
),
child: Padding(
padding: const EdgeInsets.all(16.0),
child: Column(
crossAxisAlignment: CrossAxisAlignment.start,
children: [
_buildProviderHeader(
icon: Icons.account_balance,
iconColor: Colors.deepOrangeAccent,
title: 'Georgia 511 (Official State Feed)',
subtitle:
'Official GDOT traffic, incident, construction, and closure open data via MotorSignal backend gateway.',
status: ga511Status,
),
const SizedBox(height: 12),
SwitchListTile.adaptive(
contentPadding: EdgeInsets.zero,
title: const Text(
'Enable Georgia 511 Alerts',
style: TextStyle(fontWeight: FontWeight.w600, fontSize: 14),
),
subtitle: Text(
'Streams public department of transportation events without API keys or accounts.',
style: TextStyle(
fontSize: 12,
color: Theme.of(context).colorScheme.onSurfaceVariant,
),
),
value: ga511Enabled,
onChanged: (val) {
ref
.read(ga511AlertsEnabledProvider.notifier)
.setEnabled(val);
},
),
const SizedBox(height: 8),
Container(
padding: const EdgeInsets.all(10),
decoration: BoxDecoration(
color: colors.surfaceContainer,
borderRadius: BorderRadius.circular(8),
border: Border.all(color: colors.outlineVariant),
),
child: Row(
children: [
Icon(Icons.info_outline, size: 16, color: colors.cyberCyan),
const SizedBox(width: 8),
Expanded(
child: Text(
'Official public agency data feed. High trust, zero third-party subscription costs.',
style: TextStyle(
fontSize: 11,
color: Theme.of(context).colorScheme.onSurfaceVariant,
),
),
),
],
),
),
const SizedBox(height: 12),
Align(
alignment: Alignment.centerRight,
child: ElevatedButton.icon(
style: ElevatedButton.styleFrom(
minimumSize: const Size(140, 48),
shape: RoundedRectangleBorder(
borderRadius: BorderRadius.circular(8),
),
),
onPressed: _isTestingGa511
? null
: () async {
setState(() => _isTestingGa511 = true);
final messenger = ScaffoldMessenger.of(context);
final provider = ref.read(ga511ProviderInstance);
final status = await provider.testConnection('');
ref.read(ga511StatusProvider.notifier).state = status;
setState(() => _isTestingGa511 = false);
if (mounted) {
messenger.showSnackBar(
SnackBar(
content: Text(
status == RoadAlertProviderStatus.connected
? 'Georgia 511 feed connected!'
: 'Georgia 511 gateway status: ${status.name}',
),
),
);
}
},
icon: _isTestingGa511
? const SizedBox(
width: 16,
height: 16,
child: CircularProgressIndicator(strokeWidth: 2),
)
: const Icon(Icons.sync, size: 18),
label: const Text('Test Connection'),
),
),
],
),
),
);
}
Widget _buildWazeProviderCard(BuildContext context) {
final colors = context.motorColors;
final wazeOsintStatus = ref.watch(wazeOsintStatusProvider);

View File

@ -0,0 +1,149 @@
import 'dart:convert';
import 'dart:math' as math;
import 'package:flutter/foundation.dart';
import 'package:http/http.dart' as http;
import 'road_alert_models.dart';
import 'road_alert_provider_interface.dart';
/// Client provider for Georgia 511 official traffic feeds via MotorSignal FastAPI backend.
class Georgia511RoadAlertProvider implements RoadAlertProvider {
final http.Client _client;
final String backendBaseUrl;
Georgia511RoadAlertProvider({
http.Client? client,
String? backendBaseUrl,
}) : _client = client ?? http.Client(),
backendBaseUrl = backendBaseUrl ??
const String.fromEnvironment(
'MOTORSIGNAL_API_URL',
defaultValue: 'http://127.0.0.1:8000',
);
@override
String get id => 'ga511_official';
@override
String get name => 'Georgia 511';
@override
Set<RoadAlertCategory> get supportedCategories => const {
RoadAlertCategory.accident,
RoadAlertCategory.roadClosure,
RoadAlertCategory.construction,
RoadAlertCategory.hazard,
};
@override
Future<RoadAlertProviderStatus> testConnection(String apiKey) async {
try {
final uri = Uri.parse('$backendBaseUrl/api/v1/alerts/ops/health');
final res = await _client.get(uri).timeout(const Duration(seconds: 4));
if (res.statusCode == 200) {
return RoadAlertProviderStatus.connected;
}
return RoadAlertProviderStatus.networkError;
} catch (e) {
return RoadAlertProviderStatus.networkError;
}
}
@override
Future<List<RoadAlert>> getAlerts({
required double latitude,
required double longitude,
required double radiusMeters,
String? apiKey,
}) async {
const metersPerDegreeLat = 111320.0;
final latDelta = radiusMeters / metersPerDegreeLat;
final metersPerDegreeLng = metersPerDegreeLat * math.cos(latitude * math.pi / 180.0).abs();
final lngDelta = metersPerDegreeLng > 0 ? radiusMeters / metersPerDegreeLng : latDelta;
final minLat = (latitude - latDelta).clamp(-90.0, 90.0);
final maxLat = (latitude + latDelta).clamp(-90.0, 90.0);
final minLng = (longitude - lngDelta).clamp(-180.0, 180.0);
final maxLng = (longitude + lngDelta).clamp(-180.0, 180.0);
final queryParams = {
'min_lat': minLat.toStringAsFixed(4),
'min_lng': minLng.toStringAsFixed(4),
'max_lat': maxLat.toStringAsFixed(4),
'max_lng': maxLng.toStringAsFixed(4),
};
final uri = Uri.parse('$backendBaseUrl/api/v1/alerts/ga511').replace(
queryParameters: queryParams,
);
try {
final response = await _client.get(uri).timeout(const Duration(seconds: 5));
if (response.statusCode != 200) {
return [];
}
final data = json.decode(response.body);
final rawAlerts = data['alerts'] as List<dynamic>? ?? [];
final List<RoadAlert> alerts = [];
for (final raw in rawAlerts) {
if (raw is! Map<String, dynamic>) continue;
final id = raw['id']?.toString() ?? '';
final catStr = raw['category']?.toString() ?? 'hazard';
final category = RoadAlertCategory.values.firstWhere(
(c) => c.name.toLowerCase() == catStr.toLowerCase(),
orElse: () => RoadAlertCategory.hazard,
);
final lat = (raw['latitude'] as num?)?.toDouble() ?? 0.0;
final lng = (raw['longitude'] as num?)?.toDouble() ?? 0.0;
if (lat < -90.0 || lat > 90.0 || lng < -180.0 || lng > 180.0) continue;
final reportedAtStr = raw['reported_at_utc']?.toString();
final reportedAt = reportedAtStr != null
? (DateTime.tryParse(reportedAtStr) ?? DateTime.now())
: DateTime.now();
final expiresAtStr = raw['expires_at_utc']?.toString();
final expiresAt = expiresAtStr != null ? DateTime.tryParse(expiresAtStr) : null;
final dLat = (lat - latitude) * 111320.0;
final dLng = (lng - longitude) * 111320.0 * math.cos(latitude * math.pi / 180.0);
final distance = math.sqrt(dLat * dLat + dLng * dLng);
alerts.add(
RoadAlert(
id: id,
providerId: this.id,
category: category,
subtype: raw['subtype']?.toString(),
latitude: lat,
longitude: lng,
roadName: raw['road_name']?.toString(),
description: raw['description']?.toString() ?? 'GDOT 511 Incident',
reportedAt: reportedAt,
expiresAt: expiresAt,
lastUpdated: DateTime.now(),
confidence: (raw['confidence'] as num?)?.toDouble() ?? 0.95,
severity: category == RoadAlertCategory.accident || category == RoadAlertCategory.roadClosure
? RoadAlertSeverity.high
: RoadAlertSeverity.medium,
source: 'Georgia 511',
sourceType: RoadAlertSourceType.providerReported,
status: RoadAlertStatus.active,
distanceFromUser: distance,
confirmations: 1,
dismissals: 0,
),
);
}
return alerts;
} catch (e) {
if (kDebugMode) {
debugPrint('[Georgia511RoadAlertProvider] Failed to fetch alerts: $e');
}
return [];
}
}
}

View File

@ -0,0 +1,146 @@
import 'dart:math' as math;
import 'package:geolocator/geolocator.dart';
import 'road_alert_models.dart';
/// Deduplicates road alerts across multiple heterogeneous sources (Native Swarm,
/// Zyla Waze 4814, Georgia 511, OpenStreetMap speed cameras, etc.).
///
/// Preserves native MotorSignal community reports and their authoritative voting identities.
/// Merges co-located reports within [proximityMeters] that share the same or equivalent category.
class MultiSourceAlertDeduplicator {
/// Maximum distance in meters between two alerts of the same category to be considered duplicates.
static const double defaultProximityMeters = 100.0;
/// Deduplicates a list of [RoadAlert]s.
///
/// Guarantees:
/// 1. Native user-reported swarm alerts (`sourceType == RoadAlertSourceType.userReported`)
/// always take precedence as the canonical alert so Firestore vote identities and
/// moderation status remain intact.
/// 2. If an external alert matches a native swarm alert, the native alert's confidence is
/// boosted (multi-source cross-verification), but its ID and vote state are untouched.
/// 3. Between multiple external provider alerts, the alert with higher confidence, official
/// agency attribution, or more recent timestamp is selected.
/// 4. Dismissed alerts (by ID or composite key) are excluded.
static List<RoadAlert> deduplicate(
List<RoadAlert> alerts, {
Set<String> dismissedIds = const {},
double proximityMeters = defaultProximityMeters,
}) {
if (alerts.isEmpty) return const [];
final activeAlerts = alerts.where((a) {
if (dismissedIds.contains(a.id)) return false;
final compositeKey = '${a.providerId}_${a.id}';
if (dismissedIds.contains(compositeKey)) return false;
return true;
}).toList();
// Sort by priority order so that the highest-priority alert in each cluster becomes primary:
// 1. Native Swarm userReported first
// 2. Official feeds (e.g. GA511) next
// 3. Higher confidence next
// 4. More recent reportedAt next
activeAlerts.sort((a, b) {
final aIsNative =
a.sourceType == RoadAlertSourceType.userReported ||
a.providerId.contains('swarm');
final bIsNative =
b.sourceType == RoadAlertSourceType.userReported ||
b.providerId.contains('swarm');
if (aIsNative && !bIsNative) return -1;
if (!aIsNative && bIsNative) return 1;
final aIsOfficial =
a.providerId.contains('official') || a.providerId.contains('ga511');
final bIsOfficial =
b.providerId.contains('official') || b.providerId.contains('ga511');
if (aIsOfficial && !bIsOfficial) return -1;
if (!aIsOfficial && bIsOfficial) return 1;
final confA = a.confidence ?? 0.5;
final confB = b.confidence ?? 0.5;
if ((confA - confB).abs() > 0.05) {
return confB.compareTo(confA);
}
return b.reportedAt.compareTo(a.reportedAt);
});
final List<RoadAlert> result = [];
final Set<int> absorbedIndices = {};
for (int i = 0; i < activeAlerts.length; i++) {
if (absorbedIndices.contains(i)) continue;
var primary = activeAlerts[i];
final List<RoadAlert> duplicates = [];
for (int j = i + 1; j < activeAlerts.length; j++) {
if (absorbedIndices.contains(j)) continue;
final candidate = activeAlerts[j];
if (_areDuplicates(primary, candidate, proximityMeters)) {
absorbedIndices.add(j);
duplicates.add(candidate);
}
}
if (duplicates.isNotEmpty) {
primary = _mergeCluster(primary, duplicates);
}
result.add(primary);
}
return result;
}
static bool _areDuplicates(RoadAlert a, RoadAlert b, double maxDistance) {
if (!_areCategoriesCompatible(a.category, b.category)) {
return false;
}
final dist = Geolocator.distanceBetween(
a.latitude,
a.longitude,
b.latitude,
b.longitude,
);
return dist <= maxDistance;
}
static bool _areCategoriesCompatible(
RoadAlertCategory a, RoadAlertCategory b) {
if (a == b) return true;
// Pothole or debris can match general hazard
if ((a == RoadAlertCategory.hazard &&
(b == RoadAlertCategory.pothole || b == RoadAlertCategory.debris)) ||
(b == RoadAlertCategory.hazard &&
(a == RoadAlertCategory.pothole || a == RoadAlertCategory.debris))) {
return true;
}
return false;
}
static RoadAlert _mergeCluster(
RoadAlert primary, List<RoadAlert> duplicates) {
// Boost confidence if corroborated by other sources
final baseConfidence = primary.confidence ?? 0.7;
final boostedConfidence =
math.min(1.0, baseConfidence + (0.1 * duplicates.length));
// Combine distinct source names without leaking internal keys
final sources = {primary.source, ...duplicates.map((d) => d.source)}
.where((s) => s.isNotEmpty)
.toList();
final combinedSource =
sources.length > 1 ? sources.join(' + ') : primary.source;
return primary.copyWith(
confidence: boostedConfidence,
source: combinedSource,
);
}
}

View File

@ -11,6 +11,16 @@ import 'swarm_road_alert_provider.dart';
import 'here_road_alert_provider.dart';
import 'waze_road_alert_provider.dart';
import 'waze_osint_road_alert_provider.dart';
import 'zyla_road_alert_provider.dart';
import 'ga511_road_alert_provider.dart';
final zylaProviderInstance = Provider<ZylaRoadAlertProvider>((ref) {
return ZylaRoadAlertProvider();
});
final ga511ProviderInstance = Provider<Georgia511RoadAlertProvider>((ref) {
return Georgia511RoadAlertProvider();
});
final wazeProviderInstance = Provider<WazeRoadAlertProvider>((ref) {
return WazeRoadAlertProvider();
@ -445,10 +455,78 @@ final wazeOsintStatusProvider = StateProvider<RoadAlertProviderStatus>((ref) {
return enabled ? RoadAlertProviderStatus.connected : RoadAlertProviderStatus.notConfigured;
});
// Zyla Waze Data API #4814 Toggle (Disabled by default)
class ZylaRoadAlertsEnabledNotifier extends StateNotifier<bool> {
static const _key = 'zyla_alerts_enabled';
ZylaRoadAlertsEnabledNotifier() : super(false) {
_load();
}
Future<void> _load() async {
final prefs = await SharedPreferences.getInstance();
if (!mounted) return;
final saved = prefs.getBool(_key);
if (saved != null) {
state = saved;
}
}
Future<void> setEnabled(bool enabled) async {
state = enabled;
final prefs = await SharedPreferences.getInstance();
await prefs.setBool(_key, enabled);
if (mounted) {
state = enabled;
}
}
}
final zylaRoadAlertsEnabledProvider =
StateNotifierProvider<ZylaRoadAlertsEnabledNotifier, bool>((ref) {
return ZylaRoadAlertsEnabledNotifier();
});
final zylaStatusProvider = StateProvider<RoadAlertProviderStatus>((ref) {
final enabled = ref.watch(zylaRoadAlertsEnabledProvider);
return enabled ? RoadAlertProviderStatus.connected : RoadAlertProviderStatus.notConfigured;
});
// Georgia 511 Official Traffic Feed Toggle (Disabled by default)
class Georgia511AlertsEnabledNotifier extends StateNotifier<bool> {
static const _key = 'ga511_alerts_enabled';
Georgia511AlertsEnabledNotifier() : super(false) {
_load();
}
Future<void> _load() async {
final prefs = await SharedPreferences.getInstance();
if (!mounted) return;
final saved = prefs.getBool(_key);
if (saved != null) {
state = saved;
}
}
Future<void> setEnabled(bool enabled) async {
state = enabled;
final prefs = await SharedPreferences.getInstance();
await prefs.setBool(_key, enabled);
if (mounted) {
state = enabled;
}
}
}
final ga511AlertsEnabledProvider =
StateNotifierProvider<Georgia511AlertsEnabledNotifier, bool>((ref) {
return Georgia511AlertsEnabledNotifier();
});
final ga511StatusProvider = StateProvider<RoadAlertProviderStatus>((ref) {
final enabled = ref.watch(ga511AlertsEnabledProvider);
return enabled ? RoadAlertProviderStatus.connected : RoadAlertProviderStatus.notConfigured;
});
// Active Providers List
final activeRoadAlertProviders = Provider<List<RoadAlertProvider>>((ref) {
final swarmEnabled = ref.watch(swarmAlertsEnabledProvider);
final wazeOsintEnabled = ref.watch(wazeOsintEnabledProvider);
final zylaEnabled = ref.watch(zylaRoadAlertsEnabledProvider);
final ga511Enabled = ref.watch(ga511AlertsEnabledProvider);
final usCamerasEnabled = ref.watch(usSpeedCamerasEnabledProvider);
final tomtomKey = ref.watch(tomtomApiKeyProvider);
final communityKey = ref.watch(communityApiKeyProvider);
@ -464,6 +542,12 @@ final activeRoadAlertProviders = Provider<List<RoadAlertProvider>>((ref) {
if (wazeOsintEnabled) {
list.add(ref.watch(wazeOsintProviderInstance));
}
if (zylaEnabled) {
list.add(ref.watch(zylaProviderInstance));
}
if (ga511Enabled) {
list.add(ref.watch(ga511ProviderInstance));
}
if (wazeEnabled && wazeKey.isNotEmpty) {
list.add(ref.watch(wazeProviderInstance));
}

View File

@ -13,6 +13,7 @@ import '../navigation/navigation_session_service.dart';
import 'road_alert_models.dart';
import 'road_alert_providers.dart';
import 'road_alert_compliance.dart';
import 'multi_source_alert_deduplicator.dart';
import '../field_test/field_test_logger.dart';
import '../../models/field_test_event.dart';
@ -207,13 +208,8 @@ class RoadAlertService {
}
// Process cached alerts & filter out expired ones
final Map<String, RoadAlert> deduplicated = {};
final List<RoadAlert> inRangeAlerts = [];
for (var alert in _cachedAlerts) {
final key = '${alert.providerId}_${alert.id}';
if (_dismissedAlertIds.contains(alert.id) ||
_dismissedAlertIds.contains(key)) {
continue;
}
if (alert.expiresAt != null && alert.expiresAt!.isBefore(now)) {
continue;
}
@ -230,14 +226,19 @@ class RoadAlertService {
);
if (dist <= radiusMeters * 1.5) {
final updatedAlert = alert.copyWith(distanceFromUser: dist);
deduplicated[key] = updatedAlert;
inRangeAlerts.add(alert.copyWith(distanceFromUser: dist));
}
}
// Deduplicate across heterogeneous sources (Swarm, Zyla, GA511, OSM, etc.)
final deduplicatedAlerts = MultiSourceAlertDeduplicator.deduplicate(
inRangeAlerts,
dismissedIds: _dismissedAlertIds,
);
// Apply jurisdictional regulatory compliance (US standard, France danger zone, Germany/Switzerland prohibited)
final compliantList = RoadAlertCompliance.applyCompliance(
deduplicated.values.toList(),
deduplicatedAlerts,
userLat: position.latitude,
userLng: position.longitude,
complianceEnabled: complianceEnabled,

View File

@ -0,0 +1,191 @@
import 'dart:convert';
import 'dart:math' as math;
import 'package:flutter/foundation.dart';
import 'package:http/http.dart' as http;
import 'road_alert_models.dart';
import 'road_alert_provider_interface.dart';
/// Client provider for Zyla Labs Waze Data API #4814 via MotorSignal FastAPI backend.
///
/// Credential isolation: The client NEVER holds or transmits the Zyla API key.
/// All requests route through the MotorSignal backend adapter.
class ZylaRoadAlertProvider implements RoadAlertProvider {
final http.Client _client;
final String backendBaseUrl;
ZylaRoadAlertProvider({
http.Client? client,
String? backendBaseUrl,
}) : _client = client ?? http.Client(),
backendBaseUrl = backendBaseUrl ??
const String.fromEnvironment(
'MOTORSIGNAL_API_URL',
defaultValue: 'http://127.0.0.1:8000',
);
@override
String get id => 'zyla_waze_4814';
@override
String get name => 'Zyla Waze Data #4814';
@override
Set<RoadAlertCategory> get supportedCategories => const {
RoadAlertCategory.police,
RoadAlertCategory.accident,
RoadAlertCategory.hazard,
RoadAlertCategory.roadClosure,
RoadAlertCategory.construction,
RoadAlertCategory.traffic,
RoadAlertCategory.pothole,
RoadAlertCategory.debris,
RoadAlertCategory.weatherHazard,
RoadAlertCategory.other,
};
@override
Future<RoadAlertProviderStatus> testConnection(String apiKey) async {
try {
final uri = Uri.parse('$backendBaseUrl/api/v1/alerts/ops/health');
final res = await _client.get(uri).timeout(const Duration(seconds: 4));
if (res.statusCode == 200) {
final data = json.decode(res.body);
final providers = data['providers'] as List<dynamic>? ?? [];
for (final p in providers) {
if (p['provider_id'] == id) {
final status = p['status'];
if (status == 'operational') return RoadAlertProviderStatus.connected;
if (status == 'circuit_open') return RoadAlertProviderStatus.rateLimited;
if (status == 'auth_missing') return RoadAlertProviderStatus.authError;
return RoadAlertProviderStatus.notConfigured;
}
}
return RoadAlertProviderStatus.connected;
}
return RoadAlertProviderStatus.networkError;
} catch (e) {
if (kDebugMode) {
debugPrint('[ZylaRoadAlertProvider] testConnection error: $e');
}
return RoadAlertProviderStatus.networkError;
}
}
@override
Future<List<RoadAlert>> getAlerts({
required double latitude,
required double longitude,
required double radiusMeters,
String? apiKey,
String? fixtureOverride,
}) async {
// Convert center + radius to bounding box
const metersPerDegreeLat = 111320.0;
final latDelta = radiusMeters / metersPerDegreeLat;
final metersPerDegreeLng = metersPerDegreeLat * math.cos(latitude * math.pi / 180.0).abs();
final lngDelta = metersPerDegreeLng > 0 ? radiusMeters / metersPerDegreeLng : latDelta;
final minLat = (latitude - latDelta).clamp(-90.0, 90.0);
final maxLat = (latitude + latDelta).clamp(-90.0, 90.0);
final minLng = (longitude - lngDelta).clamp(-180.0, 180.0);
final maxLng = (longitude + lngDelta).clamp(-180.0, 180.0);
final queryParams = {
'min_lat': minLat.toStringAsFixed(4),
'min_lng': minLng.toStringAsFixed(4),
'max_lat': maxLat.toStringAsFixed(4),
'max_lng': maxLng.toStringAsFixed(4),
'fixture_override': ?fixtureOverride,
};
final uri = Uri.parse('$backendBaseUrl/api/v1/alerts/zyla').replace(
queryParameters: queryParams,
);
try {
final response = await _client.get(uri).timeout(const Duration(seconds: 5));
if (response.statusCode != 200) {
if (kDebugMode) {
debugPrint('[ZylaRoadAlertProvider] Backend returned status ${response.statusCode}');
}
return [];
}
final data = json.decode(response.body);
final rawAlerts = data['alerts'] as List<dynamic>? ?? [];
final List<RoadAlert> alerts = [];
for (final raw in rawAlerts) {
final alert = _parseNormalizedAlert(raw, userLat: latitude, userLng: longitude);
if (alert != null) {
alerts.add(alert);
}
}
return alerts;
} catch (e) {
if (kDebugMode) {
debugPrint('[ZylaRoadAlertProvider] Failed to fetch alerts: $e');
}
return []; // Graceful degradation
}
}
RoadAlert? _parseNormalizedAlert(
dynamic raw, {
required double userLat,
required double userLng,
}) {
if (raw is! Map<String, dynamic>) return null;
final id = raw['id']?.toString() ?? '';
final catStr = raw['category']?.toString() ?? 'other';
final category = RoadAlertCategory.values.firstWhere(
(c) => c.name.toLowerCase() == catStr.toLowerCase(),
orElse: () => RoadAlertCategory.other,
);
final lat = (raw['latitude'] as num?)?.toDouble() ?? 0.0;
final lng = (raw['longitude'] as num?)?.toDouble() ?? 0.0;
if (lat < -90.0 || lat > 90.0 || lng < -180.0 || lng > 180.0) return null;
final reportedAtStr = raw['reported_at_utc']?.toString();
final reportedAt = reportedAtStr != null
? (DateTime.tryParse(reportedAtStr) ?? DateTime.now())
: DateTime.now();
final expiresAtStr = raw['expires_at_utc']?.toString();
final expiresAt = expiresAtStr != null ? DateTime.tryParse(expiresAtStr) : null;
final confidence = (raw['confidence'] as num?)?.toDouble() ?? 0.7;
// Approximate distance
final dLat = (lat - userLat) * 111320.0;
final dLng = (lng - userLng) * 111320.0 * math.cos(userLat * math.pi / 180.0);
final distance = math.sqrt(dLat * dLat + dLng * dLng);
return RoadAlert(
id: id,
providerId: this.id,
category: category,
subtype: raw['subtype']?.toString(),
latitude: lat,
longitude: lng,
roadName: raw['road_name']?.toString(),
description: raw['description']?.toString() ?? 'Waze Traffic Report',
reportedAt: reportedAt,
expiresAt: expiresAt,
lastUpdated: DateTime.now(),
confidence: confidence,
severity: category == RoadAlertCategory.police || category == RoadAlertCategory.accident
? RoadAlertSeverity.high
: RoadAlertSeverity.medium,
source: raw['source']?.toString() ?? name,
sourceType: RoadAlertSourceType.providerReported,
status: RoadAlertStatus.active,
distanceFromUser: distance,
confirmations: 1,
dismissals: 0,
);
}
}

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import 'dart:convert';
import 'package:flutter_test/flutter_test.dart';
import 'package:flutter_riverpod/flutter_riverpod.dart';
import 'package:http/http.dart' as http;
import 'package:http/testing.dart';
import 'package:shared_preferences/shared_preferences.dart';
import 'package:motorcycle_dash/services/alerts/road_alert_models.dart';
import 'package:motorcycle_dash/services/alerts/road_alert_providers.dart';
import 'package:motorcycle_dash/services/alerts/zyla_road_alert_provider.dart';
import 'package:motorcycle_dash/services/alerts/ga511_road_alert_provider.dart';
import 'package:motorcycle_dash/services/alerts/multi_source_alert_deduplicator.dart';
void main() {
TestWidgetsFlutterBinding.ensureInitialized();
setUp(() {
SharedPreferences.setMockInitialValues({});
});
group('MultiSourceAlertDeduplicator Tests', () {
final now = DateTime.now();
test('deduplicates co-located alerts of same category, prioritizing native swarm', () {
final nativeAlert = RoadAlert(
id: 'swarm_incident_1',
providerId: 'swarm',
category: RoadAlertCategory.police,
latitude: 34.2560,
longitude: -85.1650,
description: 'Speed trap near Turner McCall',
reportedAt: now.subtract(const Duration(minutes: 5)),
lastUpdated: now,
confidence: 0.8,
source: 'MotorSignal Rider Swarm',
sourceType: RoadAlertSourceType.userReported,
confirmations: 3,
dismissals: 0,
reporterUid: 'user_alice',
);
final zylaAlert = RoadAlert(
id: 'zyla_waze_99',
providerId: 'zyla_waze_4814',
category: RoadAlertCategory.police,
latitude: 34.2562, // ~25m away
longitude: -85.1651,
description: 'Police reported on Turner McCall Blvd',
reportedAt: now.subtract(const Duration(minutes: 3)),
lastUpdated: now,
confidence: 0.7,
source: 'Zyla Waze Data #4814',
sourceType: RoadAlertSourceType.providerReported,
confirmations: 1,
dismissals: 0,
);
final merged = MultiSourceAlertDeduplicator.deduplicate([nativeAlert, zylaAlert]);
expect(merged.length, equals(1));
final canonical = merged.first;
expect(canonical.id, equals('swarm_incident_1'));
expect(canonical.sourceType, equals(RoadAlertSourceType.userReported));
expect(canonical.confirmations, equals(3));
expect(canonical.dismissals, equals(0));
expect(canonical.reporterUid, equals('user_alice'));
expect(canonical.confidence, greaterThan(0.8)); // Corroboration boost
expect(canonical.source, contains('MotorSignal Rider Swarm'));
expect(canonical.source, contains('Zyla Waze Data #4814'));
});
test('deduplicates between multiple external providers (Zyla + GA 511)', () {
final ga511Alert = RoadAlert(
id: 'ga511_closure_10',
providerId: 'ga511_official',
category: RoadAlertCategory.roadClosure,
latitude: 33.7490,
longitude: -84.3880,
description: 'I-75 Northbound Closed for Construction',
reportedAt: now.subtract(const Duration(hours: 1)),
lastUpdated: now,
confidence: 0.95,
source: 'Georgia 511',
sourceType: RoadAlertSourceType.providerReported,
);
final zylaAlert = RoadAlert(
id: 'zyla_closure_22',
providerId: 'zyla_waze_4814',
category: RoadAlertCategory.roadClosure,
latitude: 33.7492, // ~30m away
longitude: -84.3882,
description: 'Road Closed on I-75',
reportedAt: now.subtract(const Duration(minutes: 20)),
lastUpdated: now,
confidence: 0.75,
source: 'Zyla Waze Data #4814',
sourceType: RoadAlertSourceType.providerReported,
);
final merged = MultiSourceAlertDeduplicator.deduplicate([ga511Alert, zylaAlert]);
expect(merged.length, equals(1));
// Official agency is chosen as primary
expect(merged.first.providerId, equals('ga511_official'));
expect(merged.first.id, equals('ga511_closure_10'));
expect(merged.first.confidence, greaterThanOrEqualTo(0.95));
expect(merged.first.source, contains('Georgia 511'));
expect(merged.first.source, contains('Zyla Waze Data #4814'));
});
test('does NOT merge alerts of different categories at the same location', () {
final policeAlert = RoadAlert(
id: 'alert_p1',
providerId: 'swarm',
category: RoadAlertCategory.police,
latitude: 34.2560,
longitude: -85.1650,
description: 'Police radar',
reportedAt: now,
lastUpdated: now,
source: 'MotorSignal Swarm',
);
final accidentAlert = RoadAlert(
id: 'alert_a1',
providerId: 'ga511_official',
category: RoadAlertCategory.accident,
latitude: 34.2560,
longitude: -85.1650,
description: 'Multi-vehicle crash',
reportedAt: now,
lastUpdated: now,
source: 'Georgia 511',
);
final result = MultiSourceAlertDeduplicator.deduplicate([policeAlert, accidentAlert]);
expect(result.length, equals(2));
});
test('does NOT merge alerts farther apart than proximity threshold', () {
final alert1 = RoadAlert(
id: 'alert_1',
providerId: 'swarm',
category: RoadAlertCategory.hazard,
latitude: 34.2500,
longitude: -85.1600,
description: 'Debris in roadway',
reportedAt: now,
lastUpdated: now,
source: 'MotorSignal Swarm',
);
final alert2 = RoadAlert(
id: 'alert_2',
providerId: 'zyla_waze_4814',
category: RoadAlertCategory.hazard,
latitude: 34.2550, // ~550m away
longitude: -85.1600,
description: 'Debris in roadway',
reportedAt: now,
lastUpdated: now,
source: 'Zyla Waze Data #4814',
);
final result = MultiSourceAlertDeduplicator.deduplicate([alert1, alert2]);
expect(result.length, equals(2));
});
test('excludes dismissed alert IDs', () {
final alert1 = RoadAlert(
id: 'alert_dismissed',
providerId: 'swarm',
category: RoadAlertCategory.pothole,
latitude: 34.2500,
longitude: -85.1600,
description: 'Deep pothole',
reportedAt: now,
lastUpdated: now,
source: 'MotorSignal Swarm',
);
final result = MultiSourceAlertDeduplicator.deduplicate(
[alert1],
dismissedIds: {'alert_dismissed'},
);
expect(result, isEmpty);
});
});
group('ZylaRoadAlertProvider Tests', () {
test('fetches and parses normalized alerts from backend adapter', () async {
final mockClient = MockClient((request) async {
expect(request.url.path, equals('/api/v1/alerts/zyla'));
expect(request.url.queryParameters, contains('min_lat'));
expect(request.url.queryParameters, contains('max_lat'));
final responseBody = json.encode({
'provider_id': 'zyla_waze_4814',
'source': 'Zyla Waze Data API #4814',
'alerts': [
{
'id': 'zyla_101',
'category': 'police',
'subtype': 'POLICE_VISIBLE',
'latitude': 34.2562,
'longitude': -85.1651,
'road_name': 'Turner McCall Blvd',
'description': 'Visible Police Speed Trap',
'reported_at_utc': '2026-10-10T12:00:00Z',
'expires_at_utc': '2026-10-10T12:45:00Z',
'confidence': 0.85,
'source': 'Zyla Waze Data #4814'
},
{
'id': 'zyla_102',
'category': 'accident',
'subtype': 'ACCIDENT_MAJOR',
'latitude': 34.2580,
'longitude': -85.1670,
'road_name': 'Broad St',
'description': 'Major Accident blocking right lane',
'reported_at_utc': '2026-10-10T12:05:00Z',
'expires_at_utc': '2026-10-10T13:05:00Z',
'confidence': 0.90,
'source': 'Zyla Waze Data #4814'
}
],
'count': 2,
'cached': false,
'attribution': 'Waze / Zyla Labs #4814'
});
return http.Response(responseBody, 200, headers: {'content-type': 'application/json'});
});
final provider = ZylaRoadAlertProvider(
client: mockClient,
backendBaseUrl: 'http://127.0.0.1:8000',
);
final alerts = await provider.getAlerts(
latitude: 34.2560,
longitude: -85.1650,
radiusMeters: 5000,
);
expect(alerts.length, equals(2));
expect(alerts[0].id, equals('zyla_101'));
expect(alerts[0].category, equals(RoadAlertCategory.police));
expect(alerts[0].severity, equals(RoadAlertSeverity.high));
expect(alerts[0].sourceType, equals(RoadAlertSourceType.providerReported));
expect(alerts[1].id, equals('zyla_102'));
expect(alerts[1].category, equals(RoadAlertCategory.accident));
expect(alerts[1].severity, equals(RoadAlertSeverity.high));
});
test('handles backend errors gracefully with empty list', () async {
final mockClient = MockClient((request) async {
return http.Response('{"detail": "Circuit breaker open"}', 503);
});
final provider = ZylaRoadAlertProvider(
client: mockClient,
backendBaseUrl: 'http://127.0.0.1:8000',
);
final alerts = await provider.getAlerts(
latitude: 34.2560,
longitude: -85.1650,
radiusMeters: 5000,
);
expect(alerts, isEmpty);
});
test('testConnection checks health endpoint and returns connected', () async {
final mockClient = MockClient((request) async {
expect(request.url.path, equals('/api/v1/alerts/ops/health'));
return http.Response(
json.encode({
'providers': [
{'provider_id': 'zyla_waze_4814', 'status': 'operational'},
]
}),
200,
);
});
final provider = ZylaRoadAlertProvider(
client: mockClient,
backendBaseUrl: 'http://127.0.0.1:8000',
);
final status = await provider.testConnection('');
expect(status, equals(RoadAlertProviderStatus.connected));
});
});
group('Georgia511RoadAlertProvider Tests', () {
test('fetches and parses official GDOT alerts', () async {
final mockClient = MockClient((request) async {
expect(request.url.path, equals('/api/v1/alerts/ga511'));
final responseBody = json.encode({
'provider_id': 'ga511_official',
'source': 'Georgia 511 / GDOT Open Data',
'alerts': [
{
'id': 'gdot_301',
'category': 'roadclosure',
'subtype': 'ROAD_CLOSED',
'latitude': 33.7500,
'longitude': -84.3900,
'road_name': 'I-20 Eastbound',
'description': 'Overnight Bridge Maintenance Closure',
'reported_at_utc': '2026-10-10T11:00:00Z',
'confidence': 0.98,
'source': 'Georgia 511'
}
],
'count': 1,
'attribution': 'Georgia Department of Transportation (GDOT)'
});
return http.Response(responseBody, 200, headers: {'content-type': 'application/json'});
});
final provider = Georgia511RoadAlertProvider(
client: mockClient,
backendBaseUrl: 'http://127.0.0.1:8000',
);
final alerts = await provider.getAlerts(
latitude: 33.7490,
longitude: -84.3880,
radiusMeters: 5000,
);
expect(alerts.length, equals(1));
expect(alerts.first.id, equals('gdot_301'));
expect(alerts.first.category, equals(RoadAlertCategory.roadClosure));
expect(alerts.first.source, equals('Georgia 511'));
expect(alerts.first.sourceType, equals(RoadAlertSourceType.providerReported));
});
});
group('Riverpod Provider Wiring Tests for Multi-Source Alerts', () {
test('zylaRoadAlertsEnabledProvider defaults to false and toggles', () async {
final container = ProviderContainer();
addTearDown(container.dispose);
expect(container.read(zylaRoadAlertsEnabledProvider), isFalse);
await container.read(zylaRoadAlertsEnabledProvider.notifier).setEnabled(true);
expect(container.read(zylaRoadAlertsEnabledProvider), isTrue);
await container.read(zylaRoadAlertsEnabledProvider.notifier).setEnabled(false);
expect(container.read(zylaRoadAlertsEnabledProvider), isFalse);
});
test('ga511AlertsEnabledProvider defaults to false and toggles', () async {
final container = ProviderContainer();
addTearDown(container.dispose);
expect(container.read(ga511AlertsEnabledProvider), isFalse);
await container.read(ga511AlertsEnabledProvider.notifier).setEnabled(true);
expect(container.read(ga511AlertsEnabledProvider), isTrue);
});
test('activeRoadAlertProviders dynamically includes enabled feeds and keeps Swarm active', () async {
final container = ProviderContainer();
addTearDown(container.dispose);
// Initially Swarm is enabled by default, Zyla and GA511 are disabled
var activeList = container.read(activeRoadAlertProviders);
expect(activeList.any((p) => p.id == 'swarm_alerts'), isTrue);
expect(activeList.any((p) => p.id == 'zyla_waze_4814'), isFalse);
expect(activeList.any((p) => p.id == 'ga511_official'), isFalse);
// Enable Zyla
await container.read(zylaRoadAlertsEnabledProvider.notifier).setEnabled(true);
activeList = container.read(activeRoadAlertProviders);
expect(activeList.any((p) => p.id == 'zyla_waze_4814'), isTrue);
expect(activeList.any((p) => p.id == 'swarm_alerts'), isTrue);
// Enable GA511
await container.read(ga511AlertsEnabledProvider.notifier).setEnabled(true);
activeList = container.read(activeRoadAlertProviders);
expect(activeList.any((p) => p.id == 'ga511_official'), isTrue);
expect(activeList.any((p) => p.id == 'zyla_waze_4814'), isTrue);
expect(activeList.any((p) => p.id == 'swarm_alerts'), isTrue);
});
});
}