Correct pothole deletion function

[L4] SCRUM-81: implementation data processing function

MapView/datasource.py

@@ -72,8 +72,8 @@ class Datasource:
         )
         new_points = [
             (
-                processed_agent_data.latitude,
                 processed_agent_data.longitude,
+                processed_agent_data.latitude,
                 processed_agent_data.road_state,
                 processed_agent_data.user_id
             )

MapView/domain/accelerometer.py

@@ -2,6 +2,6 @@ from dataclasses import dataclass
 
 @dataclass
 class Accelerometer:
-  x: int
+  x: float
-  y: int
+  y: float
-  z: int
+  z: float

MapView/main.py

@@ -14,25 +14,38 @@ line_layer_colors = [
     [1, 0, 1, 1],
 ]
 
+
+def get_lat_lon(point: dict[str, float] | list[float] | tuple[float, float]) -> tuple[float, float] | None:
+    if isinstance(point, dict):
+        lat = point.get("lat")
+        lon = point.get("lon")
+    else:
+        lat, lon = point
+
+    if lat is None or lon is None:
+        return None
+    return lat, lon
+
+
 class MapViewApp(App):
     def __init__(self, **kwargs):
         super().__init__(**kwargs)
 
-        self.mapview = None
+        self.mapview: MapView | None = None
         self.datasource = Datasource(user_id=1)
         self.line_layers = dict()
         self.car_markers = dict()
 
         # додати необхідні змінні
-        self.bump_markers = []
+        self.bump_markers: list[MapMarker] = []
-        self.pothole_markers = []
+        self.pothole_markers: list[MapMarker] = []
 
     def on_start(self):
         """
         Встановлює необхідні маркери, викликає функцію для оновлення мапи
         """
         self.update()
-        Clock.schedule_interval(self.update, 5)
+        Clock.schedule_interval(self.update, 0.1)
 
     def update(self, *args):
         """
@@ -87,15 +100,17 @@ class MapViewApp(App):
             self.car_markers[user_id].lat = lat
             self.car_markers[user_id].lon = lon
 
+        if user_id == 1:
             self.mapview.center_on(lat, lon)
 
-    def set_pothole_marker(self, point):
+    def map_lat_lon_to_pothole(self, lat: float, lon: float) -> MapMarker | None:
-        if isinstance(point, dict):
+        click_tolerance = self.mapview.zoom * 10
-            lat = point.get("lat")
+        flt = filter(lambda marker: abs(lat - marker.lat) + abs(lon - marker.lon) < click_tolerance,
-            lon = point.get("lon")
+                     self.pothole_markers)
-        else:
+        return next(flt)
-            lat, lon = point
 
+    def set_pothole_marker(self, point):
+        lat, lon = get_lat_lon(point)
         if lat is None or lon is None:
             return
 
@@ -109,12 +124,7 @@ class MapViewApp(App):
         self.pothole_markers.append(marker)
 
     def set_bump_marker(self, point):
-        if isinstance(point, dict):
+        lat, lon = get_lat_lon(point)
-            lat = point.get("lat")
-            lon = point.get("lon")
-        else:
-            lat, lon = point
-
         if lat is None or lon is None:
             return
 
@@ -127,6 +137,16 @@ class MapViewApp(App):
         self.mapview.add_marker(marker)
         self.bump_markers.append(marker)
 
+    def delete_pothole_marker(self, point):
+        lat, lon = get_lat_lon(point)
+        if lat is None or lon is None:
+            return
+
+        pothole = self.map_lat_lon_to_pothole(lat, lon)
+        if pothole:
+            self.mapview.remove_marker(pothole)
+            self.pothole_markers.pop(self.pothole_markers.index(pothole))
+
 
     def build(self):
         """

agent/src/domain/accelerometer.py

@@ -3,6 +3,6 @@ from dataclasses import dataclass
 
 @dataclass
 class Accelerometer:
-    x: int
+    x: float
-    y: int
+    y: float
-    z: int
+    z: float

agent/src/file_datasource.py

@@ -15,6 +15,7 @@ class FileDatasource:
 
     def __init__(
             self,
+            acc_divisor: float,
             accelerometer_filename: str,
             gps_filename: str,
             park_filename: str,
@@ -34,6 +35,8 @@ class FileDatasource:
 
         self._started = False
 
+        self.acc_divisor = acc_divisor
+
     def startReading(self, *args, **kwargs):
         """Must be called before read()"""
         if self._started:
@@ -160,15 +163,14 @@ class FileDatasource:
 
             return row
 
-    @staticmethod
+    def _parse_acc(self, row: List[str]) -> Accelerometer:
-    def _parse_acc(row: List[str]) -> Accelerometer:
         if len(row) < 3:
             raise ValueError(f"Accelerometer row must have 3 values (x,y,z). Got: {row}")
 
         try:
-            x = int(row[0])
+            x = int(row[0]) / self.acc_divisor
-            y = int(row[1])
+            y = int(row[1]) / self.acc_divisor
-            z = int(row[2])
+            z = int(row[2]) / self.acc_divisor
         except ValueError as e:
             raise ValueError(f"Invalid accelerometer values (expected integers): {row}") from e
 

agent/src/main.py

@@ -39,7 +39,7 @@ def run():
     # Prepare mqtt client
     client = connect_mqtt(config.MQTT_BROKER_HOST, config.MQTT_BROKER_PORT)
     # Prepare datasource
-    datasource = FileDatasource("data/accelerometer.csv", "data/gps.csv", "data/parking.csv")
+    datasource = FileDatasource(16384.0, "data/accelerometer.csv", "data/gps.csv", "data/parking.csv")
     # Infinity publish data
     publish(client, config.MQTT_TOPIC, datasource)
 

agent/src/schema/accelerometer_schema.py

@@ -2,6 +2,6 @@ from marshmallow import Schema, fields
 
 
 class AccelerometerSchema(Schema):
-    x = fields.Int()
+    x = fields.Float()
-    y = fields.Int()
+    y = fields.Float()
-    z = fields.Int()
+    z = fields.Float()

edge/app/usecases/data_processing.py

@@ -1,6 +1,7 @@
 from app.entities.agent_data import AgentData
 from app.entities.processed_agent_data import ProcessedAgentData
 
+_last_detection_state = {}
 
 def process_agent_data(
     agent_data: AgentData,
@@ -12,8 +13,24 @@ def process_agent_data(
     Returns:
         processed_data_batch (ProcessedAgentData): Processed data containing the classified state of the road surface and agent data.
     """
-    # Implement it
+    user_id = agent_data.user_id
+    road_state = "normal"
+
+    last_detection_state = _last_detection_state.get(user_id, False)
+
+    if (agent_data.accelerometer.z < 0.6):
+        road_state = "pothole"
+    elif (agent_data.accelerometer.z > 1.2):
+        road_state = "bump"
+
+    detection_happened = road_state != "normal"
+
+    if not (not last_detection_state and detection_happened):
+        road_state = "normal"
+
+    _last_detection_state[user_id] = detection_happened
+
     return ProcessedAgentData(
-        road_state="normal",
+        road_state=road_state,
         agent_data=agent_data
     )

store/main.py

@@ -33,7 +33,7 @@ processed_agent_data = Table(
 )
 
 # WebSocket subscriptions
-subscriptions: Dict[int, Set[WebSocket]] = {}
+subscriptions: Set[WebSocket] = set()
 
 
 # FastAPI WebSocket endpoint
@@ -41,10 +41,7 @@ subscriptions: Dict[int, Set[WebSocket]] = {}
 async def websocket_endpoint(websocket: WebSocket, user_id: int):
     await websocket.accept()
 
-    if user_id not in subscriptions:
+    subscriptions.add(websocket)
-        subscriptions[user_id] = set()
-
-    subscriptions[user_id].add(websocket)
 
     try:
         # send already available data
@@ -55,20 +52,20 @@ async def websocket_endpoint(websocket: WebSocket, user_id: int):
         for i in jsonable_data:
             i['timestamp'] = i['timestamp'].strftime("%Y-%m-%dT%H:%M:%SZ")
 
-        await websocket.send_json(json.dumps(jsonable_data))
+        for i in jsonable_data:
+            await websocket.send_json(json.dumps([i]))
 
         # receive forever
         while True:
             await websocket.receive_text()
     except WebSocketDisconnect:
-        subscriptions[user_id].remove(websocket)
+        subscriptions.remove(websocket)
 
 
 # Function to send data to subscribed users
-async def send_data_to_subscribers(user_id: int, data):
+async def send_data_to_subscribers(data):
-    if user_id in subscriptions:
+    for websocket in subscriptions:
-        for websocket in subscriptions[user_id]:
+        await websocket.send_json(json.dumps([data]))
-            await websocket.send_json(json.dumps(data))
 
 
 # FastAPI CRUDL endpoints
@@ -100,7 +97,7 @@ async def create_processed_agent_data(data: List[ProcessedAgentData], user_id: i
         session.commit()
 
         for record in created_records:
-            await send_data_to_subscribers(user_id, jsonable_encoder(record))
+            await send_data_to_subscribers(jsonable_encoder(record))
         return created_records
     except Exception as err:
         session.rollback()