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IoT-Systems/MapView/datasource.py

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2024-02-26 15:16:47 +02:00
import asyncio
import json
from datetime import datetime
import websockets
from kivy import Logger
from pydantic import BaseModel, field_validator
from config import STORE_HOST, STORE_PORT
# Pydantic models
class ProcessedAgentData(BaseModel):
road_state: str
user_id: int
x: float
y: float
z: float
latitude: float
longitude: float
timestamp: datetime
@classmethod
@field_validator("timestamp", mode="before")
def check_timestamp(cls, value):
if isinstance(value, datetime):
return value
try:
return datetime.fromisoformat(value)
except (TypeError, ValueError):
raise ValueError(
"Invalid timestamp format. Expected ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)."
)
class Datasource:
def __init__(self, user_id: int):
self.index = 0
self.user_id = user_id
self.connection_status = None
self._new_points = []
asyncio.ensure_future(self.connect_to_server())
def get_new_points(self):
Logger.debug(self._new_points)
points = self._new_points
self._new_points = []
return points
async def connect_to_server(self):
uri = f"ws://{STORE_HOST}:{STORE_PORT}/ws/{self.user_id}"
while True:
Logger.debug("CONNECT TO SERVER")
async with websockets.connect(uri) as websocket:
self.connection_status = "Connected"
try:
while True:
data = await websocket.recv()
parsed_data = json.loads(data)
self.handle_received_data(parsed_data)
except websockets.ConnectionClosedOK:
self.connection_status = "Disconnected"
Logger.debug("SERVER DISCONNECT")
def handle_received_data(self, data):
# Update your UI or perform actions with received data here
Logger.debug(f"Received data: {data}")
processed_agent_data_list = sorted(
[
ProcessedAgentData(**processed_data_json)
for processed_data_json in json.loads(data)
],
key=lambda v: v.timestamp,
)
new_points = [
(
processed_agent_data.latitude,
processed_agent_data.longitude,
processed_agent_data.road_state,
)
for processed_agent_data in processed_agent_data_list
]
self._new_points.extend(new_points)