[P] Fix Store -> MapView websocket incompatibility

implement Edge-Hub integration with user_id validation (SCRUM-93, SCRUM-94)

.gitea/workflows/reset-docker.yaml

@@ -0,0 +1,16 @@
+name: Reset docker state
+on: workflow_dispatch
+
+jobs:
+  reset:
+    runs-on: host-arch-x86_64
+    name: Reset docker state
+    steps:
+      - name: Stop all containers
+        run: docker stop $(docker ps -a | cut -d " " -f 1 | tail -n +2)
+      
+      - name: Remove all containers
+        run: docker rm $(docker ps -a | cut -d " " -f 1 | tail -n +2)
+
+      - name: Remove extra volumes
+        run: docker volume rm road_vision_postgres_data road_vision_pgadmin-data

.gitea/workflows/tests.yaml

@@ -0,0 +1,71 @@
+name: Component testing
+on: [push, workflow_dispatch]
+
+jobs:
+  hub-test:
+    name: Hub testing
+    runs-on: host-arch-x86_64
+    steps:
+      - name: Clone repository
+        run: git clone --revision ${{ gitea.sha }} --depth 1 ${{ gitea.server_url }}/${{ gitea.repository }}
+
+      - name: Build Hub testing container
+        working-directory: IoT-Systems
+        run: docker build -t local/hub/${{gitea.sha}} -f hub/Dockerfile-test .
+
+      - name: Run Hub tests
+        working-directory: IoT-Systems
+        run: docker run --rm -it local/hub/${{gitea.sha}}
+
+      - name: Clean up containers
+        if: ${{always()}}
+        run: docker image rm local/hub/${{gitea.sha}}
+
+  store-test:
+    name: Store testing
+    runs-on: host-arch-x86_64
+    steps:
+      - name: Clone repository
+        run: git clone --revision ${{ gitea.sha }} --depth 1 ${{ gitea.server_url }}/${{ gitea.repository }}
+
+      - name: Build Store testing container
+        working-directory: IoT-Systems
+        run: docker build -t local/store/${{gitea.sha}} -f store/Dockerfile-test .
+
+      - name: Run Store tests
+        working-directory: IoT-Systems
+        run: docker run --rm -it local/store/${{gitea.sha}}
+
+      - name: Clean up containers
+        if: ${{always()}}
+        run: docker image rm local/store/${{gitea.sha}}
+
+  integration-smoke-test:
+    name: Integration smoke testing
+    runs-on: host-arch-x86_64
+    needs:
+      - hub-test
+      - store-test
+    steps:
+      - name: Clone repository
+        run: git clone --revision ${{ gitea.sha }} --depth 1 ${{ gitea.server_url }}/${{ gitea.repository }}
+
+      - name: Build all production containers
+        working-directory: IoT-Systems
+        run: docker-compose build
+
+      - name: Start all production containers
+        working-directory: IoT-Systems
+        run: docker-compose up -d
+
+      - name: Wait for crashes to happen
+        run: sleep 30
+
+      - name: Check for dead containers
+        working-directory: IoT-Systems
+        run: docker ps -a | python3 utils/check-up.py
+
+      - name: Clean up
+        if: ${{always()}}
+        working-directory: IoT-Systems
+        run: docker-compose down -v

MapView/main.py

@@ -32,7 +32,7 @@ class MapViewApp(App):
         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):
         """

agent/src/config.py

@@ -8,7 +8,7 @@ def try_parse(type, value: str):
         return None
 
 
-USER_ID = 1
+USER_ID = try_parse(int, os.environ.get("USER_ID")) or 1
 # MQTT config
 MQTT_BROKER_HOST = os.environ.get("MQTT_BROKER_HOST") or "mqtt"
 MQTT_BROKER_PORT = try_parse(int, os.environ.get("MQTT_BROKER_PORT")) or 1883

agent/src/main.py

@@ -1,6 +1,7 @@
 from paho.mqtt import client as mqtt_client
 from schema.aggregated_data_schema import AggregatedDataSchema
 from file_datasource import FileDatasource
+import logging
 import config
 
 
@@ -28,6 +29,7 @@ def publish(client, topic, datasource):
         data = datasource.read()
         msg = AggregatedDataSchema().dumps(data)
         result = client.publish(topic, msg)
+        logging.info(f"Published to {topic}: {msg[:50]}...")
         status = result[0]
         if status != 0:
             print(f"Failed to send message to topic {topic}")

diagrams/sequence.puml

@@ -1,30 +0,0 @@
-@startuml
-participant Agent as agent
-participant "MQTT Broker (raw\ntopic)" as mqtt1
-participant "Edge Service" as edge
-participant "MQTT\nBroker (processed\ntopic)" as mqtt2
-participant "Hub Service" as hub
-participant "Redis" as redis
-participant "Store API" as store
-participant "PostgreSQL" as db
-participant "MapView Client" as mapview
-
-agent -> mqtt1 : Publish raw\ntelemetry
-mqtt1 -> edge : Deliver raw\nmessage
-edge -> edge : Validate\nAgentData
-edge -> edge : Process\ntelemetry
-edge -> mqtt2 : Publish\nprocessed data
-mqtt2 -> hub : Deliver processed\nmessage
-hub -> hub : Validate\nProcessedAgentData
-hub -> redis : LPUSH to buffer
-hub -> redis : LPOP batch item
-redis -> hub : Return item
-hub -> store : POST batch
-store -> db : INSERT records
-db --> store : Return created\nrecords
-store -> mapview : WebSocket push
-mapview -> mapview : Sort by timestamp
-mapview -> mapview : Update vehicle\nmarker
-mapview -> mapview : Add pothole/bump\nmarker
-store --> hub : Success response
-@enduml

diagrams/use-case.puml

@@ -1,23 +0,0 @@
-@startuml
-rectangle IoT-Systems {
-  usecase "Collect telemetry (accelerometer + GPS)" as uc1
-  usecase "Send telemetry" as uc2
-  usecase "Process telemetry" as uc3
-  usecase "Determine road condition (pothole / bump /\nnormal)" as uc4
-  usecase "View road defect marks" as uc5
-  usecase "View route on map" as uc6
-}
-
-rectangle "The user is the card operator" as uc10
-rectangle "Sensor Agent\n(Device/STM32/Emulator)" as uc11
-
-uc11 - uc1
-uc11 - uc2
-
-uc10 - uc5
-uc10 - uc6
-
-uc2 -.|> uc3 : <<include>>
-uc3 -.|> uc4 : <<include>>
-
-@enduml

docker-compose.yaml

@@ -22,6 +22,7 @@ services:
     depends_on:
       - mqtt
     environment:
+      PYTHONUNBUFFERED: 1
       MQTT_BROKER_HOST: "mqtt"
       MQTT_BROKER_PORT: 1883
       MQTT_TOPIC: "agent_data_topic"
@@ -39,9 +40,10 @@ services:
     environment:
       MQTT_BROKER_HOST: "mqtt"
       MQTT_BROKER_PORT: 1883
-      MQTT_TOPIC: " "
-      HUB_HOST: "store"
+      MQTT_TOPIC: "agent_data_topic"
+      HUB_HOST: "hub"
       HUB_PORT: 8000
+      HUB_CONNECTION_TYPE: "http"
       HUB_MQTT_BROKER_HOST: "mqtt"
       HUB_MQTT_BROKER_PORT: 1883
       HUB_MQTT_TOPIC: "processed_data_topic"
@@ -89,6 +91,7 @@ services:
       - postgres_db
     restart: always
     environment:
+      PYTHONUNBUFFERED: 1
       POSTGRES_USER: user
       POSTGRES_PASSWORD: pass
       POSTGRES_DB: test_db
@@ -120,6 +123,7 @@ services:
       - redis
       - store
     environment:
+      PYTHONUNBUFFERED: 1
       STORE_API_HOST: "store"
       STORE_API_PORT: 8000
       REDIS_HOST: "redis"

edge/app/adapters/agent_mqtt_adapter.py

@@ -13,9 +13,7 @@ class AgentMQTTAdapter(AgentGateway):
         broker_port,
         topic,
         hub_gateway: HubGateway,
-        batch_size=10,
     ):
-        self.batch_size = batch_size
         # MQTT
         self.broker_host = broker_host
         self.broker_port = broker_port
@@ -35,42 +33,21 @@ class AgentMQTTAdapter(AgentGateway):
         """Processing agent data and sent it to hub gateway"""
         try:
             payload: str = msg.payload.decode("utf-8")
-            # Create AgentData instance with the received data
+
             agent_data = AgentData.model_validate_json(payload, strict=True)
-            # Process the received data (you can call a use case here if needed)
             processed_data = process_agent_data(agent_data)
-            # Store the agent_data in the database (you can send it to the data processing module)
-            if not self.hub_gateway.save_data(processed_data):
-                logging.error("Hub is not available")
+
+            if self.hub_gateway.save_data(processed_data):
+                logging.info("Processed data successfully forwarded to the Hub.")
+            else:
+                logging.error("Failed to send data: Hub gateway is unavailable.")
         except Exception as e:
-            logging.info(f"Error processing MQTT message: {e}")
+            logging.error(f"Error processing MQTT message: {e}")
 
     def connect(self):
         self.client.on_connect = self.on_connect
         self.client.on_message = self.on_message
         self.client.connect(self.broker_host, self.broker_port, 60)
 
-    def start(self):
-        self.client.loop_start()
-
-    def stop(self):
-        self.client.loop_stop()
-
-
-# Usage example:
-if __name__ == "__main__":
-    broker_host = "localhost"
-    broker_port = 1883
-    topic = "agent_data_topic"
-    # Assuming you have implemented the StoreGateway and passed it to the adapter
-    store_gateway = HubGateway()
-    adapter = AgentMQTTAdapter(broker_host, broker_port, topic, store_gateway)
-    adapter.connect()
-    adapter.start()
-    try:
-        # Keep the adapter running in the background
-        while True:
-            pass
-    except KeyboardInterrupt:
-        adapter.stop()
-        logging.info("Adapter stopped.")
+    def loop_forever(self):
+        self.client.loop_forever()

edge/app/entities/agent_data.py

@@ -14,6 +14,7 @@ class GpsData(BaseModel):
 
 
 class AgentData(BaseModel):
+    user_id: int
     accelerometer: AccelerometerData
     gps: GpsData
     timestamp: datetime

edge/app/interfaces/agent_gateway.py

@@ -26,15 +26,8 @@ class AgentGateway(ABC):
         pass
 
     @abstractmethod
-    def start(self):
+    def loop_forever(self):
         """
-        Method to start listening for messages from the agent.
-        """
-        pass
-
-    @abstractmethod
-    def stop(self):
-        """
-        Method to stop the agent gateway and clean up resources.
+        Method to await for new messages.
         """
         pass

edge/app/usecases/data_processing.py

@@ -13,3 +13,7 @@ def process_agent_data(
         processed_data_batch (ProcessedAgentData): Processed data containing the classified state of the road surface and agent data.
     """
     # Implement it
+    return ProcessedAgentData(
+        road_state="normal",
+        agent_data=agent_data
+    )

edge/config.py

@@ -16,9 +16,12 @@ MQTT_TOPIC = os.environ.get("MQTT_TOPIC") or "agent_data_topic"
 # Configuration for hub MQTT
 HUB_MQTT_BROKER_HOST = os.environ.get("HUB_MQTT_BROKER_HOST") or "localhost"
 HUB_MQTT_BROKER_PORT = try_parse_int(os.environ.get("HUB_MQTT_BROKER_PORT")) or 1883
-HUB_MQTT_TOPIC = os.environ.get("HUB_MQTT_TOPIC") or "processed_agent_data_topic"
+HUB_MQTT_TOPIC = os.environ.get("HUB_MQTT_TOPIC") or "processed_data_topic"
 
 # Configuration for the Hub
 HUB_HOST = os.environ.get("HUB_HOST") or "localhost"
-HUB_PORT = try_parse_int(os.environ.get("HUB_PORT")) or 12000
+HUB_PORT = try_parse_int(os.environ.get("HUB_PORT")) or 8000
 HUB_URL = f"http://{HUB_HOST}:{HUB_PORT}"
+
+# For choosing type of connection
+HUB_CONNECTION_TYPE = os.environ.get("HUB_CONNECTION_TYPE") or "mqtt"

edge/main.py

@@ -10,42 +10,51 @@ from config import (
     HUB_MQTT_BROKER_HOST,
     HUB_MQTT_BROKER_PORT,
     HUB_MQTT_TOPIC,
+    HUB_CONNECTION_TYPE,
 )
 
 if __name__ == "__main__":
     # Configure logging settings
     logging.basicConfig(
-        level=logging.INFO,  # Set the log level to INFO (you can use logging.DEBUG for more detailed logs)
+        level=logging.INFO,
         format="[%(asctime)s] [%(levelname)s] [%(module)s] %(message)s",
         handlers=[
-            logging.StreamHandler(),  # Output log messages to the console
-            logging.FileHandler("app.log"),  # Save log messages to a file
+            logging.StreamHandler(),
+            logging.FileHandler("app.log"),
         ],
     )
-    # Create an instance of the StoreApiAdapter using the configuration
-    # hub_adapter = HubHttpAdapter(
-    #     api_base_url=HUB_URL,
-    # )
-    hub_adapter = HubMqttAdapter(
-        broker=HUB_MQTT_BROKER_HOST,
-        port=HUB_MQTT_BROKER_PORT,
-        topic=HUB_MQTT_TOPIC,
-    )
-    # Create an instance of the AgentMQTTAdapter using the configuration
+
+    # Logic to select the adapter based on configuration (SCRUM-93 & SCRUM-94)
+    # This allows easy switching between HTTP and MQTT protocols
+    if HUB_CONNECTION_TYPE.lower() == "http":
+        logging.info("Initializing HubHttpAdapter (SCRUM-93 integration)")
+        hub_adapter = HubHttpAdapter(
+            api_base_url=HUB_URL,
+        )
+    else:
+        logging.info("Initializing HubMqttAdapter (SCRUM-94 integration)")
+        hub_adapter = HubMqttAdapter(
+            broker=HUB_MQTT_BROKER_HOST,
+            port=HUB_MQTT_BROKER_PORT,
+            topic=HUB_MQTT_TOPIC,
+        )
+
+    # Create an instance of the AgentMQTTAdapter using the selected hub adapter
+    # This adapter acts as a bridge between the Agent and the Hub
     agent_adapter = AgentMQTTAdapter(
         broker_host=MQTT_BROKER_HOST,
         broker_port=MQTT_BROKER_PORT,
         topic=MQTT_TOPIC,
         hub_gateway=hub_adapter,
     )
+
     try:
-        # Connect to the MQTT broker and start listening for messages
+        logging.info(f"Connecting to MQTT broker at {MQTT_BROKER_HOST}:{MQTT_BROKER_PORT}")
         agent_adapter.connect()
-        agent_adapter.start()
-        # Keep the system running indefinitely (you can add other logic as needed)
-        while True:
-            pass
+
+        logging.info("Broker connection success. Waiting for data...")
+        agent_adapter.loop_forever()
     except KeyboardInterrupt:
-        # Stop the MQTT adapter and exit gracefully if interrupted by the user
-        agent_adapter.stop()
-        logging.info("System stopped.")
+        logging.info("Interrupt signal received. Shutting down...")
+        agent_adapter.disconnect()
+        logging.info("Disconnected from MQTT broker.")

hub/Dockerfile-test

@@ -0,0 +1,12 @@
+# Use the official Python image as the base image
+FROM python:3.9-slim
+# Set the working directory inside the container
+WORKDIR /app
+# Copy the requirements.txt file and install dependencies
+COPY hub/requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+# Copy the entire application into the container
+COPY hub/. .
+# Run the main.py script inside the container when it starts
+CMD ["./test-entry.sh"]

hub/app/adapters/store_api_adapter.py

@@ -13,7 +13,7 @@ class StoreApiAdapter(StoreGateway):
     def __init__(self, api_base_url):
         self.api_base_url = api_base_url
 
-    def save_data(self, processed_agent_data_batch: List[ProcessedAgentData]):
+    def processed_agent_data_batch_to_payload(self, processed_agent_data_batch: List[ProcessedAgentData]):
         if not processed_agent_data_batch:
             return False
 
@@ -25,6 +25,14 @@ class StoreApiAdapter(StoreGateway):
             "user_id": user_id
         }
 
+        return payload
+
+    def save_data(self, processed_agent_data_batch: List[ProcessedAgentData]):
+        payload = self.processed_agent_data_batch_to_payload(processed_agent_data_batch)
+
+        if payload == False:
+            return False
+
         try:
             # Perform a POST request to the Store API with a 10-second timeout
             response = requests.post(

hub/app/adapters/store_api_adapter_test.py

@@ -0,0 +1,41 @@
+from app.adapters.store_api_adapter import StoreApiAdapter
+from app.entities.agent_data import AccelerometerData, AgentData, GpsData
+from app.entities.processed_agent_data import ProcessedAgentData
+
+def _test_processed_agent_data_batch_to_payload():
+    processed_data_batch = [
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 1,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 2,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 3,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+    ]
+
+    res = StoreApiAdapter(None).processed_agent_data_batch_to_payload(processed_data_batch)
+
+    assert res["data"][0]["agent_data"]["user_id"] == 1
+    assert res["data"][1]["agent_data"]["user_id"] == 2
+    assert res["data"][2]["agent_data"]["user_id"] == 3
+
+    assert StoreApiAdapter(None).processed_agent_data_batch_to_payload([]) == False
+
+
+if __name__ == "__main__":
+    test_functions = [i for i in dir() if i.startswith('_test_')]
+
+    for i in test_functions:
+        print(i)
+        eval(i)()

hub/test-entry.sh

@@ -0,0 +1,3 @@
+#!/bin/sh
+
+PYTHONPATH=$PWD python3 app/adapters/store_api_adapter_test.py

store/Dockerfile-test

@@ -0,0 +1,13 @@
+# Use the official Python image as the base image
+FROM python:latest
+# Set the working directory inside the container
+WORKDIR /app
+# Copy the requirements.txt file and install dependencies
+COPY store/requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+# Copy the entire application into the container
+COPY store/. .
+# Run the main.py script inside the container when it starts
+#CMD ["uvicorn", "main:app", "--host", "0.0.0.0"]
+CMD ["./test-entry.sh"]

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[user_id] = set()
-
-    subscriptions[user_id].add(websocket)
+    subscriptions.add(websocket)
 
     try:
         # send already available data
@@ -55,33 +52,29 @@ 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):
-    if user_id in subscriptions:
-        for websocket in subscriptions[user_id]:
-            await websocket.send_json(json.dumps(data))
+async def send_data_to_subscribers(data):
+    for websocket in subscriptions:
+        await websocket.send_json(json.dumps([data]))
 
 
 # FastAPI CRUDL endpoints
 
-
-@app.post("/processed_agent_data/")
-async def create_processed_agent_data(data: List[ProcessedAgentData], user_id: int = Body(..., embed=True)):
-    session = SessionLocal()
-    try:
-        created_data = [
+def ProcessedAgentData_to_td(data: List[ProcessedAgentData]):
+        return [
             {
                 "road_state": item.road_state,
-                "user_id": user_id,
+                "user_id": item.agent_data.user_id,
                 "x": item.agent_data.accelerometer.x,
                 "y": item.agent_data.accelerometer.y,
                 "z": item.agent_data.accelerometer.z,
@@ -91,13 +84,20 @@ async def create_processed_agent_data(data: List[ProcessedAgentData], user_id: i
             }
             for item in data
         ]
+
+
+@app.post("/processed_agent_data/")
+async def create_processed_agent_data(data: List[ProcessedAgentData], user_id: int = Body(..., embed=True)):
+    session = SessionLocal()
+    try:
+        created_data = ProcessedAgentData_to_td(data)
         stmt = processed_agent_data.insert().values(created_data).returning(processed_agent_data)
         result = session.execute(stmt)
         created_records = [dict(row._mapping) for row in result.fetchall()]
         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()

store/test-entry.sh

@@ -0,0 +1,3 @@
+#!/bin/sh
+
+PYTHONPATH=$PWD python3 test/main_test.py

store/test/main_test.py

@@ -0,0 +1,39 @@
+from schemas import AccelerometerData, AgentData, GpsData, ProcessedAgentData
+
+import main
+
+def _test_ProcessedAgentData_to_td():
+    processed_data_batch = [
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 1,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 2,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+            ProcessedAgentData(road_state = "normal",
+                               agent_data = AgentData(user_id = 3,
+                                                      accelerometer = AccelerometerData(x = 0.1, y = 0.2, z = 0.3),
+                                                      gps = GpsData(latitude = 10.123, longitude = 20.456),
+                                                      timestamp = "2023-07-21T12:34:56Z")
+            ),
+    ]
+
+    res = main.ProcessedAgentData_to_td(processed_data_batch)
+
+    assert res[0]["user_id"] == 1
+    assert res[1]["user_id"] == 2
+    assert res[2]["user_id"] == 3
+
+
+if __name__ == "__main__":
+    test_functions = [i for i in dir() if i.startswith('_test_')]
+
+    for i in test_functions:
+        print(i)
+        eval(i)()

utils/check-up.py

@@ -0,0 +1,19 @@
+import sys
+
+print("Checking for dead containers...")
+
+l = [i for i in sys.stdin.read().split("\n") if i]
+header, statuses = l[0], l[1:]
+
+status_index = header.find('STATUS')
+name_index = header.find('NAMES')
+
+exit_code = 0
+
+for i in statuses:
+    if not i[status_index:].startswith("Up "):
+        service_name = i[name_index:]
+        print(f"Crash detected in {service_name}")
+        exit_code = 1
+
+sys.exit(exit_code)