Functioning mqtt ingestion and db write, formating changes, device manager initiated

services/db_write/config.py

@@ -2,6 +2,7 @@
 Configuration management for the database writer service.
 Loads settings from environment variables with sensible defaults.
 """
+
 import os
 from dataclasses import dataclass
 from typing import Optional
@@ -13,6 +14,7 @@ dotenv.load_dotenv()
 @dataclass
 class RedisConfig:
     """Redis connection configuration"""
+
     host: str
     port: int = 6379
     db: int = 0
@@ -22,6 +24,7 @@ class RedisConfig:
 @dataclass
 class DatabaseConfig:
     """Database connection configuration"""
+
     url: Optional[str] = None
     host: Optional[str] = None
     port: int = 5432
@@ -30,21 +33,22 @@ class DatabaseConfig:
     password: Optional[str] = None
     table_name: str = "sensor_readings"
     enable_timescale: bool = False
-    
+
     def get_connection_string(self) -> str:
         """Build connection string from components or return URL"""
         if self.url:
             return self.url
-        
+
         if not all([self.host, self.name, self.user, self.password]):
             raise ValueError("Either DATABASE_URL or all DB_* variables must be set")
-        
+
         return f"postgresql://{self.user}:{self.password}@{self.host}:{self.port}/{self.name}"
 
 
 @dataclass
 class ConsumerConfig:
     """Redis consumer group configuration"""
+
     group_name: str = "db_writer"
     consumer_name: str = "worker-01"
     batch_size: int = 100
@@ -56,6 +60,7 @@ class ConsumerConfig:
 @dataclass
 class StreamConfig:
     """Redis stream configuration"""
+
     pattern: str = "mqtt_stream:*"
     dead_letter_stream: str = "mqtt_stream:failed"
     max_retries: int = 3
@@ -65,76 +70,70 @@ class StreamConfig:
 @dataclass
 class LogConfig:
     """Logging configuration"""
+
     level: str = "INFO"
     format: str = "json"  # json or console
 
 
 class Config:
     """Main configuration class"""
-    
+
     def __init__(self):
         self.redis = RedisConfig(
-            host=os.getenv('REDIS_HOST', 'localhost'),
-            port=int(os.getenv('REDIS_PORT', 6379)),
-            db=int(os.getenv('REDIS_DB', 0)),
-            password=os.getenv('REDIS_PASSWORD', None) or None
+            host=os.getenv("REDIS_HOST", "localhost"),
+            port=int(os.getenv("REDIS_PORT", 6379)),
+            db=int(os.getenv("REDIS_DB", 0)),
+            password=os.getenv("REDIS_PASSWORD", None) or None,
         )
-        
+
         self.database = DatabaseConfig(
-            url=os.getenv('DATABASE_URL', None),
-            host=os.getenv('DB_HOST', None),
-            port=int(os.getenv('DB_PORT', 5432)),
-            name=os.getenv('DB_NAME', None),
-            user=os.getenv('DB_USER', None),
-            password=os.getenv('DB_PASSWORD', None),
-            table_name=os.getenv('TABLE_NAME', 'sensor_readings'),
-            enable_timescale=os.getenv('ENABLE_TIMESCALE', 'false').lower() == 'true'
+            url=os.getenv("DATABASE_URL", None),
+            host=os.getenv("DB_HOST", None),
+            port=int(os.getenv("DB_PORT", 5432)),
+            name=os.getenv("DB_NAME", None),
+            user=os.getenv("DB_USER", None),
+            password=os.getenv("DB_PASSWORD", None),
+            table_name=os.getenv("TABLE_NAME", "sensor_readings"),
+            enable_timescale=os.getenv("ENABLE_TIMESCALE", "false").lower() == "true",
         )
-        
+
         self.consumer = ConsumerConfig(
-            group_name=os.getenv('CONSUMER_GROUP_NAME', 'db_writer'),
-            consumer_name=os.getenv('CONSUMER_NAME', 'worker-01'),
-            batch_size=int(os.getenv('BATCH_SIZE', 100)),
-            batch_timeout_sec=int(os.getenv('BATCH_TIMEOUT_SEC', 5)),
-            processing_interval_sec=float(os.getenv('PROCESSING_INTERVAL_SEC', 1.0)),
-            block_time_ms=int(os.getenv('BLOCK_TIME_MS', 5000))
+            group_name=os.getenv("CONSUMER_GROUP_NAME", "db_writer"),
+            consumer_name=os.getenv("CONSUMER_NAME", "worker-01"),
+            batch_size=int(os.getenv("BATCH_SIZE", 100)),
+            batch_timeout_sec=int(os.getenv("BATCH_TIMEOUT_SEC", 5)),
+            processing_interval_sec=float(os.getenv("PROCESSING_INTERVAL_SEC", 1.0)),
+            block_time_ms=int(os.getenv("BLOCK_TIME_MS", 5000)),
         )
-        
+
         self.stream = StreamConfig(
-            pattern=os.getenv('STREAM_PATTERN', 'mqtt_stream:*'),
-            dead_letter_stream=os.getenv('DEAD_LETTER_STREAM', 'mqtt_stream:failed'),
-            max_retries=int(os.getenv('MAX_RETRIES', 3)),
-            trim_maxlen=int(os.getenv('TRIM_MAXLEN', 10000))
+            max_retries=int(os.getenv("MAX_RETRIES", 3)),
+            trim_maxlen=int(os.getenv("TRIM_MAXLEN", 10000)),
         )
-        
+
         self.log = LogConfig(
-            level=os.getenv('LOG_LEVEL', 'INFO'),
-            format=os.getenv('LOG_FORMAT', 'json')
+            level=os.getenv("LOG_LEVEL", "INFO"), format=os.getenv("LOG_FORMAT", "json")
         )
-    
+
     def validate(self):
         """Validate configuration"""
         errors = []
-        
-        # Validate Redis config
+
         if not self.redis.host:
             errors.append("REDIS_HOST is required")
-        
-        # Validate database config
+
         try:
             self.database.get_connection_string()
         except ValueError as e:
             errors.append(str(e))
-        
-        # Validate consumer config
+
         if self.consumer.batch_size < 1:
             errors.append("BATCH_SIZE must be >= 1")
-        
+
         if errors:
             raise ValueError(f"Configuration errors: {', '.join(errors)}")
-        
+
         return True
 
 
-# Global config instance
 config = Config()

services/db_write/db_writer.py

@@ -5,75 +5,65 @@ from sqlalchemy.orm import sessionmaker
 from sqlalchemy.pool import QueuePool
 
 from config import config
-from schema import SensorReading
-from models import SensorReading as SensorReadingModel
+from schema import TelemetryReading
+from models import Telemetry
 
 
 class DatabaseWriter:
     """
-    Database writer using SQLAlchemy.
-    
-    Schema is defined in models.py and should be managed using Alembic migrations.
-    This class only handles data insertion, NOT schema creation.
-    
-    To manage schema:
-    1. Edit models.py to define your schema
-    2. Generate migration: alembic revision --autogenerate -m "description"
-    3. Apply migration: alembic upgrade head
+    Database writer for telemetry data.
     """
-    
+
     def __init__(self):
         self.logger = logging.getLogger(__name__)
-        
-        # Initialize SQLAlchemy engine with connection pooling
+
         connection_string = config.database.get_connection_string()
-        
+
         self.engine = create_engine(
             connection_string,
             poolclass=QueuePool,
             pool_size=5,
             max_overflow=10,
-            pool_pre_ping=True
+            pool_pre_ping=True,
         )
-        
-        # Create session factory
+
         self.SessionLocal = sessionmaker(bind=self.engine)
-        
+
         self.logger.info("Database writer initialized")
-    
-    def write_batch(self, readings: List[SensorReading]) -> bool:
-        """Write a batch of sensor readings to the database"""
+
+    def write_batch(self, readings: List[TelemetryReading]) -> bool:
+        """Write a batch of telemetry readings to the database"""
         if not readings:
             return True
-        
+
         session = self.SessionLocal()
         try:
-            # Convert to database objects
+            # Convert to database objects using the correct field mapping
             db_objects = [
-                SensorReadingModel(
-                    timestamp=reading.timestamp,
+                Telemetry(
+                    time=reading.time,
                     device_id=reading.device_id,
-                    sensor_type=reading.sensor_type,
+                    metric=reading.metric,
                     value=reading.value,
-                    metadata=reading.metadata
+                    unit=reading.unit,
                 )
                 for reading in readings
             ]
-            
+
             # Bulk insert
             session.bulk_save_objects(db_objects)
             session.commit()
-            
+
             self.logger.debug(f"Wrote {len(readings)} readings to database")
             return True
-            
+
         except Exception as e:
             self.logger.error(f"Failed to write batch: {e}")
             session.rollback()
             return False
         finally:
             session.close()
-    
+
     def health_check(self) -> bool:
         """Check if database connection is healthy"""
         try:
@@ -83,9 +73,9 @@ class DatabaseWriter:
         except Exception as e:
             self.logger.error(f"Database health check failed: {e}")
             return False
-    
+
     def close(self):
         """Close database engine and all connections"""
-        if hasattr(self, 'engine') and self.engine:
+        if hasattr(self, "engine") and self.engine:
             self.engine.dispose()
             self.logger.info("Database engine closed")

services/db_write/main.py

@@ -2,6 +2,7 @@
 Main entry point for the database writer service.
 Orchestrates the read → transform → write cycle with error handling.
 """
+
 import logging
 import signal
 import sys
@@ -12,12 +13,12 @@ from typing import List
 from config import config
 from redis_reader import RedisReader
 from db_writer import DatabaseWriter
-from schema import SchemaHandler, StreamMessage, SensorReading
+from schema import SchemaHandler, StreamMessage, TelemetryReading
 
 
 def configure_logging():
     """Configure structured logging"""
-    if config.log.format == 'json':
+    if config.log.format == "json":
         structlog.configure(
             processors=[
                 structlog.stdlib.filter_by_level,
@@ -27,129 +28,127 @@ def configure_logging():
                 structlog.processors.TimeStamper(fmt="iso"),
                 structlog.processors.StackInfoRenderer(),
                 structlog.processors.format_exc_info,
-                structlog.processors.JSONRenderer()
+                structlog.processors.JSONRenderer(),
             ],
             wrapper_class=structlog.stdlib.BoundLogger,
             context_class=dict,
             logger_factory=structlog.stdlib.LoggerFactory(),
             cache_logger_on_first_use=True,
         )
-    
-    # Configure standard logging
+
     logging.basicConfig(
         level=getattr(logging, config.log.level.upper(), logging.INFO),
-        format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+        format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
     )
 
 
 class DatabaseWriterService:
     """Main service class that orchestrates the data pipeline"""
-    
+
     def __init__(self):
         self.running = False
         self.redis_reader: RedisReader = None
         self.db_writer: DatabaseWriter = None
         self.schema_handler: SchemaHandler = None
         self.logger = logging.getLogger(__name__)
-        
-        # Setup signal handlers for graceful shutdown
+
         signal.signal(signal.SIGTERM, self._signal_handler)
         signal.signal(signal.SIGINT, self._signal_handler)
-        
-        # Statistics
+
         self.stats = {
-            'messages_read': 0,
-            'messages_written': 0,
-            'messages_failed': 0,
-            'batches_processed': 0,
-            'errors': 0
+            "messages_read": 0,
+            "messages_written": 0,
+            "messages_failed": 0,
+            "batches_processed": 0,
+            "errors": 0,
         }
-    
+
     def _signal_handler(self, signum, frame):
         """Handle shutdown signals"""
         self.logger.info(f"Received signal {signum}, initiating graceful shutdown...")
         self.stop()
-    
+
     def start(self) -> bool:
         """Start the service"""
         self.logger.info("Starting Database Writer Service...")
-        
+
         try:
-            # Validate configuration
             config.validate()
             self.logger.info("Configuration validated successfully")
-            
-            # Initialize components
+
             self.schema_handler = SchemaHandler()
             self.logger.info("Schema handler initialized")
-            
+
             self.redis_reader = RedisReader()
             self.logger.info("Redis reader initialized")
-            
+
             self.db_writer = DatabaseWriter()
             self.logger.info("Database writer initialized")
-            
+
             # Start the processing loop
             self.running = True
             self.logger.info("Service started successfully, entering processing loop")
-            
+
             self._processing_loop()
-            
+
             return True
-            
+
         except Exception as e:
             self.logger.error(f"Service startup failed: {e}", exc_info=True)
             return False
-    
+
     def _processing_loop(self):
         """Main processing loop"""
         consecutive_errors = 0
         max_consecutive_errors = 5
-        
+
         while self.running:
             try:
                 # Read batch from Redis
                 messages = self.redis_reader.read_batch()
-                
+
                 if not messages:
                     # No messages, sleep briefly
                     time.sleep(config.consumer.processing_interval_sec)
                     continue
-                
-                self.stats['messages_read'] += len(messages)
+
+                self.stats["messages_read"] += len(messages)
                 self.logger.debug(f"Read {len(messages)} messages from Redis")
-                
+
                 # Transform messages to sensor readings
                 readings = self._transform_messages(messages)
-                
+
                 if not readings:
                     self.logger.warning("No valid readings after transformation")
                     # Acknowledge the messages anyway (they were invalid)
                     self.redis_reader.acknowledge_batch(messages)
                     continue
-                
+
                 # Write to database
-                result = self.db_writer.write_batch(readings)
-                
-                if result.success:
+                success = self.db_writer.write_batch(readings)
+
+                if success:
                     # Successfully written, acknowledge the messages
                     ack_count = self.redis_reader.acknowledge_batch(messages)
-                    self.stats['messages_written'] += result.rows_written
-                    self.stats['batches_processed'] += 1
+                    self.stats["messages_written"] += len(readings)
+                    self.stats["batches_processed"] += 1
                     consecutive_errors = 0
-                    
+
                     self.logger.info(
-                        f"Processed batch: {result.rows_written} readings written, "
+                        f"Processed batch: {len(readings)} readings written, "
                         f"{ack_count} messages acknowledged"
                     )
                 else:
-                    # Write failed, send to dead letter queue
-                    self.logger.error(f"Failed to write batch: {result.error}")
-                    self._handle_failed_batch(messages, result.error)
-                    self.stats['messages_failed'] += len(messages)
-                    self.stats['errors'] += 1
+                    # Write failed, log error and acknowledge to prevent blocking
+                    self.logger.error(
+                        f"Failed to write batch of {len(readings)} readings"
+                    )
+                    # Acknowledge anyway so they don't block the queue
+                    self.redis_reader.acknowledge_batch(messages)
+                    self.stats["messages_failed"] += len(messages)
+                    self.stats["errors"] += 1
                     consecutive_errors += 1
-                
+
                 # Check for too many consecutive errors
                 if consecutive_errors >= max_consecutive_errors:
                     self.logger.error(
@@ -158,26 +157,28 @@ class DatabaseWriterService:
                     )
                     time.sleep(30)
                     consecutive_errors = 0
-                
+
                 # Brief pause between batches
                 if config.consumer.processing_interval_sec > 0:
                     time.sleep(config.consumer.processing_interval_sec)
-                
+
             except KeyboardInterrupt:
                 self.logger.info("Keyboard interrupt received")
                 break
             except Exception as e:
                 self.logger.error(f"Error in processing loop: {e}", exc_info=True)
-                self.stats['errors'] += 1
+                self.stats["errors"] += 1
                 consecutive_errors += 1
                 time.sleep(5)  # Back off on errors
-        
+
         self.logger.info("Processing loop terminated")
-    
-    def _transform_messages(self, messages: List[StreamMessage]) -> List[SensorReading]:
+
+    def _transform_messages(
+        self, messages: List[StreamMessage]
+    ) -> List[TelemetryReading]:
         """Transform stream messages to sensor readings"""
         readings = []
-        
+
         for msg in messages:
             reading = self.schema_handler.transform_message(msg)
             if reading:
@@ -186,28 +187,17 @@ class DatabaseWriterService:
                 self.logger.warning(
                     f"Failed to transform message {msg.message_id} from {msg.stream_key}"
                 )
-        
+
         return readings
-    
-    def _handle_failed_batch(self, messages: List[StreamMessage], error: str):
-        """Handle a batch that failed to write to database"""
-        # Send all messages to dead letter queue
-        for msg in messages:
-            self.redis_reader.send_to_dead_letter(msg, error)
-        
-        # Acknowledge them so they don't block the consumer group
-        self.redis_reader.acknowledge_batch(messages)
-        
-        self.logger.warning(f"Sent {len(messages)} messages to dead letter queue")
-    
+
     def stop(self):
         """Stop the service gracefully"""
         if not self.running:
             return
-        
+
         self.logger.info("Stopping service...")
         self.running = False
-        
+
         # Print final statistics
         self.logger.info(
             f"Final statistics: "
@@ -217,31 +207,31 @@ class DatabaseWriterService:
             f"batches_processed={self.stats['batches_processed']}, "
             f"errors={self.stats['errors']}"
         )
-        
+
         # Close connections
         if self.redis_reader:
             self.redis_reader.close()
-        
+
         if self.db_writer:
             self.db_writer.close()
-        
+
         self.logger.info("Service stopped")
-    
+
     def health_check(self) -> dict:
         """Check service health"""
         health = {
-            'running': self.running,
-            'redis': False,
-            'database': False,
-            'stats': self.stats
+            "running": self.running,
+            "redis": False,
+            "database": False,
+            "stats": self.stats,
         }
-        
+
         if self.redis_reader:
-            health['redis'] = self.redis_reader.health_check()
-        
+            health["redis"] = self.redis_reader.health_check()
+
         if self.db_writer:
-            health['database'] = self.db_writer.health_check()
-        
+            health["database"] = self.db_writer.health_check()
+
         return health
 
 
@@ -250,7 +240,7 @@ def main():
     # Configure logging
     configure_logging()
     logger = logging.getLogger(__name__)
-    
+
     logger.info("=" * 60)
     logger.info("Database Writer Service")
     logger.info(f"Consumer Group: {config.consumer.group_name}")
@@ -258,9 +248,9 @@ def main():
     logger.info(f"Batch Size: {config.consumer.batch_size}")
     logger.info(f"Stream Pattern: {config.stream.pattern}")
     logger.info("=" * 60)
-    
+
     service = DatabaseWriterService()
-    
+
     try:
         success = service.start()
         if not success:
@@ -273,9 +263,9 @@ def main():
         sys.exit(1)
     finally:
         service.stop()
-    
+
     logger.info("Service exited")
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()

services/db_write/redis_reader.py

@@ -1,4 +1,3 @@
-
 import redis
 import logging
 from typing import List, Optional, Dict
@@ -8,123 +7,127 @@ from schema import SchemaHandler, StreamMessage
 
 class RedisReader:
     """Redis stream consumer with consumer groups for reliability"""
-    
-    def __init__(self, streams: Optional[List[str]] = None):
+
+    def __init__(self, stream_name: str = "mqtt:ingestion"):
         self.logger = logging.getLogger(__name__)
         self.schema_handler = SchemaHandler()
-        
+
         self.redis_client = redis.StrictRedis(
             host=config.redis.host,
             port=config.redis.port,
             db=config.redis.db,
             password=config.redis.password,
-            decode_responses=False
+            decode_responses=False,
         )
-        
+
         self.redis_client.ping()
-        self.logger.info(f"Connected to Redis at {config.redis.host}:{config.redis.port}")
-        
-        if streams:
-            self.streams = streams
-        else:
-            pattern = config.stream.pattern
-            keys = self.redis_client.keys(pattern)
-            self.streams = [k.decode('utf-8') if isinstance(k, bytes) else k for k in keys]
-        
-        self.logger.info(f"Monitoring {len(self.streams)} streams")
-        
-        # Initialize consumer groups
-        self._setup_consumer_groups()
-    
-    def _setup_consumer_groups(self):
-        """Create consumer groups for streams"""
+        self.logger.info(
+            f"Connected to Redis at {config.redis.host}:{config.redis.port}"
+        )
+
+        # Use single stream instead of pattern matching
+        self.stream_name = stream_name
+        self.logger.info(f"Monitoring stream: {self.stream_name}")
+
+        # Initialize consumer group for the single stream
+        self._setup_consumer_group()
+
+    def _setup_consumer_group(self):
+        """Create consumer group for the single stream"""
         group_name = config.consumer.group_name
-        
-        for stream in self.streams:
-            try:
-                self.redis_client.xgroup_create(stream, group_name, id='0', mkstream=True)
-                self.logger.info(f"Created consumer group '{group_name}' for '{stream}'")
-            except redis.exceptions.ResponseError as e:
-                if 'BUSYGROUP' in str(e):
-                    self.logger.debug(f"Consumer group '{group_name}' already exists for '{stream}'")
-                else:
-                    self.logger.error(f"Error creating consumer group for {stream}: {e}")
-    
-    def read_batch(self, batch_size: Optional[int] = None, 
-                   timeout_ms: Optional[int] = None) -> List[StreamMessage]:
-        """Read a batch of messages from streams using consumer group"""
+        try:
+            self.redis_client.xgroup_create(
+                self.stream_name, group_name, id="0", mkstream=True
+            )
+            self.logger.info(
+                f"Created consumer group '{group_name}' for '{self.stream_name}'"
+            )
+        except redis.exceptions.ResponseError as e:
+            if "BUSYGROUP" in str(e):
+                self.logger.debug(
+                    f"Consumer group '{group_name}' already exists for '{self.stream_name}'"
+                )
+            else:
+                self.logger.error(f"Error creating consumer group: {e}")
+
+    def read_batch(
+        self, batch_size: Optional[int] = None, timeout_ms: Optional[int] = None
+    ) -> List[StreamMessage]:
+        """Read a batch of messages from single stream using consumer group"""
         if batch_size is None:
             batch_size = config.consumer.batch_size
         if timeout_ms is None:
             timeout_ms = config.consumer.block_time_ms
-        
-        if not self.streams:
-            return []
-        
-        # Prepare stream dict for XREADGROUP
-        stream_dict = {stream: '>' for stream in self.streams}
-        
+
+        # Read from single stream - much simpler!
+        stream_dict = {self.stream_name: ">"}
+
         try:
             results = self.redis_client.xreadgroup(
                 groupname=config.consumer.group_name,
                 consumername=config.consumer.consumer_name,
                 streams=stream_dict,
                 count=batch_size,
-                block=timeout_ms
+                block=timeout_ms,
             )
-            
+
             if not results:
                 return []
-            
+
             # Parse results into StreamMessage objects
             messages = []
             for stream_key, entries in results:
-                stream_name = stream_key.decode('utf-8') if isinstance(stream_key, bytes) else stream_key
-                
                 for message_id, fields in entries:
-                    msg_id = message_id.decode('utf-8') if isinstance(message_id, bytes) else message_id
-                    
-                    stream_msg = self.schema_handler.parse_stream_entry(stream_name, msg_id, fields)
+                    msg_id = (
+                        message_id.decode("utf-8")
+                        if isinstance(message_id, bytes)
+                        else message_id
+                    )
+
+                    # Parse with new format (device_id and metric in payload)
+                    stream_msg = self.schema_handler.parse_stream_entry_new_format(
+                        self.stream_name, msg_id, fields
+                    )
                     if stream_msg:
                         messages.append(stream_msg)
-            
+
             if messages:
                 self.logger.debug(f"Read {len(messages)} messages")
-            
+
             return messages
-            
+
         except Exception as e:
             self.logger.error(f"Error reading from Redis: {e}")
             return []
-    
+
     def acknowledge_batch(self, messages: List[StreamMessage]) -> int:
         """Acknowledge multiple messages at once"""
         ack_count = 0
-        
+
         # Group messages by stream
         by_stream: Dict[str, List[str]] = {}
         for msg in messages:
             if msg.stream_key not in by_stream:
                 by_stream[msg.stream_key] = []
             by_stream[msg.stream_key].append(msg.message_id)
-        
+
         # Acknowledge each stream's messages
         for stream_key, message_ids in by_stream.items():
             try:
                 result = self.redis_client.xack(
-                    stream_key,
-                    config.consumer.group_name,
-                    *message_ids
+                    stream_key, config.consumer.group_name, *message_ids
                 )
                 ack_count += result
             except Exception as e:
-                self.logger.error(f"Failed to acknowledge messages from {stream_key}: {e}")
-        
+                self.logger.error(
+                    f"Failed to acknowledge messages from {stream_key}: {e}"
+                )
+
         if ack_count > 0:
             self.logger.debug(f"Acknowledged {ack_count} messages")
-        
+
         return ack_count
-    
+
     def health_check(self) -> bool:
         """Check if Redis connection is healthy"""
         try:
@@ -132,7 +135,7 @@ class RedisReader:
             return True
         except redis.RedisError:
             return False
-    
+
     def close(self):
         """Close Redis connection"""
         try:

services/db_write/schema.py

@@ -2,6 +2,7 @@
 Schema definitions and data transformation logic.
 Handles conversion between Redis stream messages and database records.
 """
+
 from dataclasses import dataclass
 from datetime import datetime
 from typing import Optional, Dict, Any
@@ -11,6 +12,7 @@ import json
 @dataclass
 class StreamMessage:
     """Represents a message from Redis stream"""
+
     stream_key: str
     message_id: str
     device_id: str
@@ -18,7 +20,7 @@ class StreamMessage:
     value: float
     timestamp: str
     metadata: Optional[Dict[str, Any]] = None
-    
+
     @property
     def stream_name(self) -> str:
         """Return the stream name without prefix"""
@@ -26,173 +28,176 @@ class StreamMessage:
 
 
 @dataclass
-class SensorReading:
-    """Represents a sensor reading ready for database insertion"""
-    timestamp: datetime
+class TelemetryReading:
+    """Represents a telemetry reading ready for database insertion - matches Telemetry model"""
+
+    time: datetime
     device_id: str
-    sensor_type: str
+    metric: str  # renamed from sensor_type
     value: float
-    metadata: Optional[Dict[str, Any]] = None
-    
+    unit: Optional[str] = None
+
     def to_dict(self) -> Dict[str, Any]:
         """Convert to dictionary for database insertion"""
         return {
-            'timestamp': self.timestamp,
-            'device_id': self.device_id,
-            'sensor_type': self.sensor_type,
-            'value': self.value,
-            'metadata': json.dumps(self.metadata) if self.metadata else None
+            "time": self.time,
+            "device_id": self.device_id,
+            "metric": self.metric,
+            "value": self.value,
+            "unit": self.unit,
         }
 
 
 @dataclass
 class ValidationResult:
     """Result of data validation"""
+
     valid: bool
     error: Optional[str] = None
 
 
 class SchemaHandler:
     """Handles schema transformation and validation"""
-    
+
     def __init__(self):
         self.logger = self._get_logger()
-    
+
     def _get_logger(self):
         """Get logger instance"""
         import logging
+
         return logging.getLogger(__name__)
-    
-    def transform_message(self, stream_message: StreamMessage) -> Optional[SensorReading]:
+
+    def transform_message(
+        self, stream_message: StreamMessage
+    ) -> Optional[TelemetryReading]:
         """
-        Transform a Redis stream message into a SensorReading.
+        Transform a Redis stream message into a TelemetryReading.
         Returns None if transformation fails.
         """
         try:
-            # Parse timestamp
             timestamp = self._parse_timestamp(stream_message.timestamp)
-            
-            # Create sensor reading
-            reading = SensorReading(
-                timestamp=timestamp,
+
+            reading = TelemetryReading(
+                time=timestamp,
                 device_id=stream_message.device_id,
-                sensor_type=stream_message.sensor_type,
+                metric=stream_message.sensor_type,  # sensor_type maps to metric
                 value=float(stream_message.value),
-                metadata=stream_message.metadata
+                unit=stream_message.metadata.get("unit")
+                if stream_message.metadata
+                else None,
             )
-            
+
             # Validate the reading
             validation = self.validate_reading(reading)
             if not validation.valid:
                 self.logger.error(f"Invalid reading: {validation.error}")
                 return None
-            
+
             return reading
-            
+
         except Exception as e:
             self.logger.error(f"Failed to transform message: {e}", exc_info=True)
             return None
-    
-    def validate_reading(self, reading: SensorReading) -> ValidationResult:
-        """Validate a sensor reading"""
+
+    def validate_reading(self, reading: TelemetryReading) -> ValidationResult:
+        """Validate a telemetry reading"""
         try:
             # Check required fields
             if not reading.device_id:
                 return ValidationResult(False, "device_id is required")
-            
-            if not reading.sensor_type:
-                return ValidationResult(False, "sensor_type is required")
-            
+
+            if not reading.metric:
+                return ValidationResult(False, "metric is required")
+
             if reading.value is None:
                 return ValidationResult(False, "value is required")
-            
-            # Validate timestamp
-            if not isinstance(reading.timestamp, datetime):
-                return ValidationResult(False, "timestamp must be a datetime object")
-            
-            # Validate value is numeric
+
+            if not isinstance(reading.time, datetime):
+                return ValidationResult(False, "time must be a datetime object")
+
             if not isinstance(reading.value, (int, float)):
                 return ValidationResult(False, "value must be numeric")
-            
-            # Check for reasonable value ranges (can be customized)
+
             if reading.value < -1000000 or reading.value > 1000000:
                 self.logger.warning(f"Value {reading.value} is outside typical range")
-            
+
             return ValidationResult(True)
-            
+
         except Exception as e:
             return ValidationResult(False, f"Validation error: {str(e)}")
-    
+
     def _parse_timestamp(self, timestamp_str: str) -> datetime:
         """Parse timestamp string into datetime object"""
-        # Try ISO format first
         try:
-            return datetime.fromisoformat(timestamp_str.replace('Z', '+00:00'))
+            return datetime.fromisoformat(timestamp_str.replace("Z", "+00:00"))
         except ValueError:
             pass
-        
-        # Try common formats
+
         formats = [
-            '%Y-%m-%dT%H:%M:%S.%fZ',
-            '%Y-%m-%dT%H:%M:%SZ',
-            '%Y-%m-%d %H:%M:%S.%f',
-            '%Y-%m-%d %H:%M:%S',
+            "%Y-%m-%dT%H:%M:%S.%fZ",
+            "%Y-%m-%dT%H:%M:%SZ",
+            "%Y-%m-%d %H:%M:%S.%f",
+            "%Y-%m-%d %H:%M:%S",
         ]
-        
+
         for fmt in formats:
             try:
                 return datetime.strptime(timestamp_str, fmt)
             except ValueError:
                 continue
-        
-        # If all else fails, use current time and log warning
-        self.logger.warning(f"Could not parse timestamp '{timestamp_str}', using current time")
+
+        self.logger.warning(
+            f"Could not parse timestamp '{timestamp_str}', using current time"
+        )
         return datetime.utcnow()
-    
-    def parse_stream_entry(self, stream_key: str, message_id: str, fields: Dict[bytes, bytes]) -> Optional[StreamMessage]:
+
+    def parse_stream_entry_new_format(
+        self, stream_key: str, message_id: str, fields: Dict[bytes, bytes]
+    ) -> Optional[StreamMessage]:
         """
-        Parse a raw Redis stream entry into a StreamMessage.
-        Expected stream key format: mqtt_stream:{device_id}:{sensor_type}
-        Expected fields: value, timestamp (and optionally metadata)
+        Parse a raw Redis stream entry with NEW single-stream format.
+        Expected fields: device_id, metric, value, timestamp
         """
         try:
-            # Extract device_id and sensor_type from stream key
-            # Format: mqtt_stream:{device_id}:{sensor_type}
-            parts = stream_key.split(':')
-            if len(parts) < 3:
-                self.logger.error(f"Invalid stream key format: {stream_key}")
-                return None
-            
-            device_id = parts[1]
-            sensor_type = ':'.join(parts[2:])  # Handle sensor types with colons
-            
-            # Extract fields from message
-            value_bytes = fields.get(b'value')
-            timestamp_bytes = fields.get(b'timestamp') or fields.get(b'time')
-            
-            if not value_bytes or not timestamp_bytes:
+            # Extract fields from message (device_id and metric are IN the payload now!)
+            device_id_bytes = fields.get(b"device_id")
+            metric_bytes = fields.get(b"metric")
+            value_bytes = fields.get(b"value")
+            timestamp_bytes = fields.get(b"timestamp") or fields.get(b"time")
+
+            if not all([device_id_bytes, metric_bytes, value_bytes, timestamp_bytes]):
                 self.logger.error(f"Missing required fields in message: {fields}")
                 return None
-            
+
             # Parse metadata if present
             metadata = None
-            metadata_bytes = fields.get(b'metadata')
+            metadata_bytes = fields.get(b"metadata")
             if metadata_bytes:
                 try:
-                    metadata = json.loads(metadata_bytes.decode('utf-8'))
+                    metadata = json.loads(metadata_bytes.decode("utf-8"))
                 except json.JSONDecodeError:
                     self.logger.warning(f"Could not parse metadata: {metadata_bytes}")
-            
+
             return StreamMessage(
                 stream_key=stream_key,
                 message_id=message_id,
-                device_id=device_id,
-                sensor_type=sensor_type,
-                value=float(value_bytes.decode('utf-8')),
-                timestamp=timestamp_bytes.decode('utf-8'),
-                metadata=metadata
+                device_id=device_id_bytes.decode("utf-8"),
+                sensor_type=metric_bytes.decode("utf-8"),
+                value=float(value_bytes.decode("utf-8")),
+                timestamp=timestamp_bytes.decode("utf-8"),
+                metadata=metadata,
             )
-            
+
         except Exception as e:
             self.logger.error(f"Failed to parse stream entry: {e}", exc_info=True)
             return None
+
+    def parse_stream_entry(
+        self, stream_key: str, message_id: str, fields: Dict[bytes, bytes]
+    ) -> Optional[StreamMessage]:
+        """
+        DEPRECATED: Old format with stream key containing device_id.
+        Kept for backward compatibility. Use parse_stream_entry_new_format() instead.
+        """
+        return self.parse_stream_entry_new_format(stream_key, message_id, fields)

services/device_manager/.gitignore

@@ -0,0 +1,6 @@
+certs/
+*.pem
+__pycache__/
+*.pyc
+.env
+.venv/

services/device_manager/README.md

@@ -1,3 +1,73 @@
-# Device Manager
+# Device Manager Service
 
-This is a service that has a key role in devices and their management. It is used to provision, create, manage the lifecycle of devices and everything connected to it.
+The Device Manager service handles device registration, certificate issuance, and lifecycle management for the IoT dashboard. It provides a REST API for device onboarding and integrates with the MQTT broker via mTLS authentication.
+
+## Architecture
+
+The service provides:
+- **Device Registration**: REST API endpoint to register new devices
+- **Certificate Management**: Generates X.509 certificates signed by internal CA
+- **Device Lifecycle**: Tracks device status (active, revoked)
+- **mTLS Integration**: Certificates used for MQTT broker authentication
+
+### Technology Stack
+- **FastAPI**: REST API framework
+- **SQLAlchemy**: Database ORM
+- **Cryptography**: X.509 certificate generation
+- **Nano ID**: 8-character device identifiers
+- **PostgreSQL**: Device and certificate storage
+
+## API Endpoints
+
+### Register Device
+```http
+POST /api/v1/devices/register
+Content-Type: application/json
+
+{
+  "name": "Living Room Sensor",
+  "location": "Living Room"
+}
+```
+
+**Response (201):**
+```json
+{
+  "device_id": "a1b2c3d4",
+  "name": "Living Room Sensor",
+  "location": "Living Room",
+  "certificate": "-----BEGIN CERTIFICATE-----\n...",
+  "private_key": "-----BEGIN RSA PRIVATE KEY-----\n...",
+  "ca_certificate": "-----BEGIN CERTIFICATE-----\n...",
+  "expires_at": "2026-01-15T10:30:00Z"
+}
+```
+
+### Get Device
+```http
+GET /api/v1/devices/{device_id}
+```
+
+**Response (200):**
+```json
+{
+  "device_id": "a1b2c3d4",
+  "name": "Living Room Sensor",
+  "location": "Living Room",
+  "is_active": true,
+  "created_at": "2025-01-15T10:30:00Z"
+}
+```
+
+### Revoke Device Certificate
+```http
+POST /api/v1/devices/{device_id}/revoke
+```
+
+**Response (200):**
+```json
+{
+  "device_id": "a1b2c3d4",
+  "revoked_at": "2025-06-15T10:30:00Z"
+}
+```

services/device_manager/cert_manager.py

@@ -0,0 +1,137 @@
+import datetime
+
+from cryptography import x509
+from cryptography.hazmat.primitives import hashes, serialization
+from cryptography.hazmat.primitives.asymmetric import rsa
+from cryptography.x509.oid import NameOID
+from nanoid import generate
+
+from config import config
+from models import DeviceRegistrationResponse
+
+lowercase_numbers = "abcdefghijklmnopqrstuvwxyz0123456789"
+
+
+class CertificateManager:
+    """Manages device certificate generation and handling"""
+
+    def __init__(self):
+        self.ca_cert: x509.Certificate = self.load_ca_certificate(config.CA_CERT_PATH)
+        self.ca_key: rsa.RSAPrivateKey = self.load_ca_private_key(config.CA_KEY_PATH)
+        self.ca_cert_pem: bytes = self.ca_cert.public_bytes(serialization.Encoding.PEM)
+
+    def generate_device_id(self) -> str:
+        """Generate a unique device ID using nanoid."""
+        return generate(alphabet=lowercase_numbers, size=config.DEVICE_ID_LENGTH)
+
+    def load_ca_certificate(self, ca_cert_path: str) -> x509.Certificate:
+        """Load a CA certificate from file."""
+        with open(ca_cert_path, "rb") as f:
+            ca_data = f.read()
+        ca_cert = x509.load_pem_x509_certificate(ca_data)
+        return ca_cert
+
+    def load_ca_private_key(self, ca_key_path: str, password: bytes = None) -> rsa.RSAPrivateKey:
+        """Load a CA private key from file."""
+        from cryptography.hazmat.primitives import serialization
+
+        with open(ca_key_path, "rb") as f:
+            key_data = f.read()
+        ca_key = serialization.load_pem_private_key(key_data, password=password)
+        return ca_key
+
+    def generate_device_key(self, key_size: int = 4096) -> rsa.RSAPrivateKey:
+        """Generate an RSA private key for a device."""
+        return rsa.generate_private_key(public_exponent=65537, key_size=key_size)
+
+    def generate_device_certificate(
+        self,
+        device_id: str,
+        ca_cert: x509.Certificate,
+        ca_key: rsa.RSAPrivateKey,
+        device_key: rsa.RSAPrivateKey,
+        validity_days: int = 365,
+        key_size: int = 4096,
+    ) -> tuple[bytes, bytes]:
+        """Generate an X.509 certificate for a device signed by the CA."""
+
+        # Build device certificate
+        subject = x509.Name(
+            [
+                x509.NameAttribute(NameOID.COMMON_NAME, device_id),
+            ]
+        )
+        issuer = ca_cert.subject
+        now = datetime.datetime.now(datetime.UTC)
+        device_cert = (
+            x509.CertificateBuilder()
+            .subject_name(subject)
+            .issuer_name(issuer)
+            .public_key(device_key.public_key())
+            .serial_number(x509.random_serial_number())
+            .not_valid_before(now)
+            .not_valid_after(now + datetime.timedelta(days=validity_days))
+            .add_extension(
+                x509.BasicConstraints(ca=False, path_length=None),
+                critical=True,
+            )
+            .sign(private_key=ca_key, algorithm=hashes.SHA256())
+        )
+
+        # Serialize certificate and key to PEM format
+        cert_pem = device_cert.public_bytes(serialization.Encoding.PEM)
+        key_pem = device_key.private_bytes(
+            encoding=serialization.Encoding.PEM,
+            format=serialization.PrivateFormat.TraditionalOpenSSL,
+            encryption_algorithm=serialization.NoEncryption(),
+        )
+
+        return cert_pem, key_pem
+
+    def create_device_credentials(
+        self, device_id: str, validity_days: int = 365, key_size: int = 4096
+    ) -> dict:
+        """Create device credentials: private key and signed certificate.
+        Returns:
+            dict with device_id, certificate_pem, private_key_pem, ca_certificate_pem, expires_at
+        """
+        device_key = self.generate_device_key(key_size=key_size)
+
+        cert_pem, key_pem = self.generate_device_certificate(
+            device_id=device_id,
+            ca_cert=self.ca_cert,
+            ca_key=self.ca_key,
+            device_key=device_key,
+            validity_days=validity_days,
+            key_size=key_size,
+        )
+
+        expires_at = datetime.datetime.now(datetime.UTC) + datetime.timedelta(
+            days=validity_days
+        )
+
+        return {
+            "device_id": device_id,
+            "certificate_pem": cert_pem,
+            "private_key_pem": key_pem,
+            "ca_certificate_pem": self.ca_cert_pem,
+            "expires_at": expires_at,
+        }
+
+    def register_device(
+        self, name: str, location: str | None = None
+    ) -> DeviceRegistrationResponse:
+        """Register a new device and generate its credentials.
+        Returns:
+            DeviceRegistrationResponse
+        """
+        device_id = self.generate_device_id()
+        credentials = self.create_device_credentials(device_id=device_id)
+
+        return DeviceRegistrationResponse(
+            device_id=credentials["device_id"],
+            ca_certificate_pem=credentials["ca_certificate_pem"].decode("utf-8"),
+            certificate_pem=credentials["certificate_pem"].decode("utf-8"),
+            private_key_pem=credentials["private_key_pem"].decode("utf-8"),
+            expires_at=credentials["expires_at"],
+        )

services/device_manager/config.py

@@ -0,0 +1,32 @@
+import os
+from pathlib import Path
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+class Config:
+    """Configuration settings for the Device Manager service."""
+
+    DATABASE_URL = os.getenv("DATABASE_URL")
+
+    SERVICE_DIR = Path(__file__).parent
+    CERTS_DIR = SERVICE_DIR / "certs"
+    CA_CERT_PATH = os.getenv("CA_CERT_PATH", str(CERTS_DIR / "ca.crt"))
+    CA_KEY_PATH = os.getenv("CA_KEY_PATH", str(CERTS_DIR / "ca.key"))
+
+    # Certificate settings
+    CERT_VALIDITY_DAYS = int(os.getenv("CERT_VALIDITY_DAYS", "365"))
+    CERT_KEY_SIZE = int(os.getenv("CERT_KEY_SIZE", "4096"))
+
+    # Device ID settings
+    DEVICE_ID_LENGTH = int(os.getenv("DEVICE_ID_LENGTH", "8"))
+
+    # Service settings
+    SERVICE_HOST = os.getenv("DEVICE_MANAGER_HOST", "0.0.0.0")
+    SERVICE_PORT = int(os.getenv("DEVICE_MANAGER_PORT", "8000"))
+    LOG_LEVEL = os.getenv("LOG_LEVEL", "INFO")
+
+
+config = Config()

services/device_manager/generate_ca.sh

@@ -0,0 +1,34 @@
+#!/bin/bash
+# Script to generate a Certificate Authority (CA) for IoT devices
+CERT_DIR="certs"
+CA_KEY="$CERT_DIR/ca.key"
+CA_CERT="$CERT_DIR/ca.crt"
+
+# Create certs directory
+mkdir -p "$CERT_DIR"
+
+echo "Generating CA Certificate Authority..."
+
+# Generate CA private key (4096-bit RSA)
+openssl genrsa -out "$CA_KEY" 4096
+echo "Generated CA private key: $CA_KEY"
+
+# Generate CA certificate (valid for 10 years)
+openssl req -new -x509 -days 3650 -key "$CA_KEY" -out "$CA_CERT" \
+    -subj "/C=US/ST=State/L=City/O=IoTDashboard/OU=DeviceManager/CN=IoT Device CA"
+echo "Generated CA certificate: $CA_CERT"
+
+# Set secure permissions
+chmod 600 "$CA_KEY"
+chmod 644 "$CA_CERT"
+
+echo ""
+echo "CA Certificate Authority created successfully!"
+echo ""
+echo "CA Certificate Details:"
+openssl x509 -in "$CA_CERT" -noout -text | grep -A 2 "Subject:"
+echo ""
+echo "Valid from:"
+openssl x509 -in "$CA_CERT" -noout -startdate
+echo "Valid until:"
+openssl x509 -in "$CA_CERT" -noout -enddate

services/device_manager/main.py

@@ -1,6 +1,26 @@
-def main():
-    print("Hello from device-manager!")
+from fastapi import FastAPI
+
+from cert_manager import CertificateManager
+from models import DeviceRegistrationRequest, DeviceRegistrationResponse
+
+app = FastAPI()
+
+cert_manager = CertificateManager()
+
+@app.get("/")
+async def hello():
+    return {"Hello": "World"}
+
+@app.post("/devices/register")
+async def register_device(request: DeviceRegistrationRequest) -> DeviceRegistrationResponse:
+    """
+    Register a new device and issue an X.509 certificate.
+    """
+    response = cert_manager.register_device(
+        name=request.name,
+        location=request.location,
+    )
 
 
-if __name__ == "__main__":
-    main()
+    return response
+

services/device_manager/models.py

@@ -0,0 +1,38 @@
+import datetime
+
+from pydantic import BaseModel
+
+
+class Device(BaseModel):
+    """IoT devices registered in the system."""
+
+    id: str
+    name: str
+    location: str | None = None
+    is_active: bool = True
+    created_at: datetime.datetime
+
+class DeviceCertificate(BaseModel):
+    """X.509 certificates issued to devices for mTLS authentication."""
+
+    device_id: str
+    certificate_pem: str
+    private_key_pem: str | None = None
+    issued_at: datetime.datetime
+    expires_at: datetime.datetime
+    revoked_at: datetime.datetime | None = None
+
+class DeviceRegistrationRequest(BaseModel):
+    """Request model for registering a new device."""
+
+    name: str
+    location: str | None = None
+
+class DeviceRegistrationResponse(BaseModel):
+    """Response model after registering a new device."""
+
+    device_id: str
+    ca_certificate_pem: str
+    certificate_pem: str
+    private_key_pem: str
+    expires_at: datetime.datetime

services/device_manager/pyproject.toml

@@ -4,4 +4,34 @@ version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.13"
-dependencies = []
+dependencies = [
+    "cryptography>=46.0.3",
+    "fastapi[standard]>=0.120.2",
+    "nanoid>=2.0.0",
+    "pydantic>=2.12.3",
+    "python-dotenv>=1.2.1",
+    "uvicorn>=0.38.0",
+]
+
+[tool.ruff]
+line-length = 100
+target-version = "py313"
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+line-ending = "auto"
+
+[tool.ruff.lint]
+select = [
+    "E",   # pycodestyle errors
+    "W",   # pycodestyle warnings
+    "F",   # pyflakes
+    "I",   # isort (import sorting)
+    "B",   # flake8-bugbear
+    "UP",  # pyupgrade
+]
+ignore = ["E501"]  # Line too long (handled by formatter)
+
+[tool.ruff.lint.isort]
+known-first-party = ["config", "cert_manager", "database", "models"]

services/device_manager/uv.lock

@@ -0,0 +1,855 @@
+version = 1
+revision = 3
+requires-python = ">=3.13"
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.3"
+source = { registry = "https://pypi.org/simple" }
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services/mqtt_ingestion/config.py

@@ -5,6 +5,7 @@ from typing import Optional
 
 dotenv.load_dotenv()
 
+
 @dataclass
 class RedisConfig:
     host: str
@@ -12,6 +13,7 @@ class RedisConfig:
     db: int = 0
     password: Optional[str] = None
 
+
 @dataclass
 class MQTTConfig:
     broker: str
@@ -21,6 +23,7 @@ class MQTTConfig:
     topic_pattern: str = "devices/#"
     keepalive: int = 60
 
+
 @dataclass
 class Payload:
     device_id: str
@@ -32,18 +35,19 @@ class Payload:
 class Config:
     def __init__(self):
         self.redis = RedisConfig(
-            host=os.getenv('REDIS_HOST', 'localhost'),
-            port=int(os.getenv('REDIS_PORT', 6379)),
-            db=int(os.getenv('REDIS_DB', 0)),
-            password=os.getenv('REDIS_PASSWORD', None)
+            host=os.getenv("REDIS_HOST", "localhost"),
+            port=int(os.getenv("REDIS_PORT", 6379)),
+            db=int(os.getenv("REDIS_DB", 0)),
+            password=os.getenv("REDIS_PASSWORD", None),
         )
         self.mqtt = MQTTConfig(
-            broker=os.getenv('MQTT_BROKER', 'localhost'),
-            port=int(os.getenv('MQTT_PORT', 1883)),
-            username=os.getenv('MQTT_USERNAME', None),
-            password=os.getenv('MQTT_PASSWORD', None),
-            topic_pattern=os.getenv('MQTT_TOPIC_PATTERN', 'devices/#'),
-            keepalive=int(os.getenv('MQTT_KEEPALIVE', 60))
+            broker=os.getenv("MQTT_BROKER", "localhost"),
+            port=int(os.getenv("MQTT_PORT", 1883)),
+            username=os.getenv("MQTT_USERNAME", None),
+            password=os.getenv("MQTT_PASSWORD", None),
+            topic_pattern=os.getenv("MQTT_TOPIC_PATTERN", "devices/#"),
+            keepalive=int(os.getenv("MQTT_KEEPALIVE", 60)),
         )
 
-config = Config()
+
+config = Config()

services/mqtt_ingestion/main.py

@@ -5,25 +5,26 @@ from mqtt_client import MQTTClient
 from redis_writer import RedisWriter
 
 logging.basicConfig(
-    level=getattr(logging,'INFO'),
-    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+    level=getattr(logging, "INFO"),
+    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
 )
 logger = logging.getLogger(__name__)
 
+
 class MQTTIngestionService:
     def __init__(self):
         self.running = False
         self.redis_writer = None
         self.mqtt_client = None
-        
+
         signal.signal(signal.SIGTERM, self._signal_handler)
         signal.signal(signal.SIGINT, self._signal_handler)
-    
+
     def _signal_handler(self, signum, frame):
         """Handle shutdown signals"""
         logger.info(f"Received signal {signum}, shutting down...")
         self.stop()
-    
+
     def _handle_sensor_data(self, device_id: str, sensor_type: str, value: float):
         """
         This function is called by MQTT client when a message arrives.
@@ -34,61 +35,62 @@ class MQTTIngestionService:
             logger.info(f"Processed {device_id}/{sensor_type}: {value}")
         else:
             logger.error(f"Failed to process {device_id}/{sensor_type}: {value}")
-    
+
     def start(self):
         """Start the service"""
         logger.info("Starting MQTT Ingestion Service...")
-        
+
         try:
             self.redis_writer = RedisWriter()
-            
+
             self.mqtt_client = MQTTClient(self._handle_sensor_data)
-            
+
             if not self.mqtt_client.connect():
                 logger.error("Failed to connect to MQTT, exiting")
                 return False
-            
+
             self.running = True
             logger.info("Service started successfully")
-            
+
             self.mqtt_client.start_loop()
-            
+
         except Exception as e:
             logger.error(f"Service startup failed: {e}")
             return False
-        
+
         return True
-    
+
     def stop(self):
         """Stop the service gracefully"""
         if not self.running:
             return
-            
+
         logger.info("Stopping service...")
         self.running = False
-        
+
         if self.mqtt_client:
             self.mqtt_client.stop()
-        
+
         if self.redis_writer:
             self.redis_writer.close()
-        
+
         logger.info("Service stopped")
-    
+
     def health_check(self) -> bool:
         """Check if service is healthy"""
         if not self.running:
             return False
-            
+
         if not self.redis_writer or not self.redis_writer.health_check():
             return False
-            
+
         return True
 
+
 def main():
     """Entry point"""
     service = MQTTIngestionService()
-    
+
     try:
         success = service.start()
         if not success:
@@ -101,5 +103,6 @@ def main():
     finally:
         service.stop()
 
+
 if __name__ == "__main__":
     main()

services/mqtt_ingestion/mqtt_client.py

@@ -5,6 +5,7 @@ from config import config
 
 logger = logging.getLogger(__name__)
 
+
 class MQTTClient:
     def __init__(self, message_handler: Callable[[str, str, float], None]):
         """
@@ -14,18 +15,15 @@ class MQTTClient:
         self.message_handler = message_handler
         self.client = mqtt.Client()
         self._setup_callbacks()
-        
+
     def _setup_callbacks(self):
         self.client.on_connect = self._on_connect
         self.client.on_message = self._on_message
         self.client.on_disconnect = self._on_disconnect
-        
+
         if config.mqtt.username:
-            self.client.username_pw_set(
-                config.mqtt.username, 
-                config.mqtt.password
-            )
-    
+            self.client.username_pw_set(config.mqtt.username, config.mqtt.password)
+
     def _on_connect(self, client, userdata, flags, rc):
         if rc == 0:
             logger.info(f"Connected to MQTT broker {config.mqtt.broker}")
@@ -33,51 +31,49 @@ class MQTTClient:
             logger.info(f"Subscribed to {config.mqtt.topic_pattern}")
         else:
             logger.error(f"Failed to connect to MQTT broker, code: {rc}")
-    
+
     def _on_message(self, client, userdata, msg):
         try:
-            topic_parts = msg.topic.split('/')
-            if len(topic_parts) != 3 or topic_parts[0] != 'devices':
+            topic_parts = msg.topic.split("/")
+            if len(topic_parts) != 3 or topic_parts[0] != "devices":
                 logger.warning(f"Invalid topic format: {msg.topic}")
                 return
-                
+
             device_id = topic_parts[1]
             sensor_type = topic_parts[2]
-            
+
             try:
                 value = float(msg.payload.decode())
             except ValueError:
                 logger.error(f"Invalid payload for {msg.topic}: {msg.payload}")
                 return
-            
+
             self.message_handler(device_id, sensor_type, value)
-            
+
         except Exception as e:
             logger.error(f"Error processing MQTT message: {e}")
-    
+
     def _on_disconnect(self, client, userdata, rc):
         if rc != 0:
             logger.warning("Unexpected MQTT disconnection")
         else:
             logger.info("MQTT client disconnected")
-    
+
     def connect(self):
         """Connect to MQTT broker"""
         try:
             self.client.connect(
-                config.mqtt.broker, 
-                config.mqtt.port, 
-                config.mqtt.keepalive
+                config.mqtt.broker, config.mqtt.port, config.mqtt.keepalive
             )
             return True
         except Exception as e:
             logger.error(f"Failed to connect to MQTT: {e}")
             return False
-    
+
     def start_loop(self):
         """Start the MQTT loop (blocking)"""
         self.client.loop_forever()
-    
+
     def stop(self):
         """Stop the MQTT client"""
-        self.client.disconnect()
+        self.client.disconnect()

services/mqtt_ingestion/redis_writer.py

@@ -5,6 +5,7 @@ from config import config
 
 logger = logging.getLogger(__name__)
 
+
 class RedisWriter:
     def __init__(self):
         """Initialize Redis writer with config from environment"""
@@ -13,43 +14,47 @@ class RedisWriter:
             host=config.redis.host,
             port=config.redis.port,
             db=config.redis.db,
-            password=config.redis.password
+            password=config.redis.password,
         )
         try:
             self.redis_client.ping()
-            self.logger.info(f"Connected to Redis at {config.redis.host}:{config.redis.port}")
+            self.logger.info(
+                f"Connected to Redis at {config.redis.host}:{config.redis.port}"
+            )
         except redis.ConnectionError as e:
             self.logger.error(f"Failed to connect to Redis server: {e}")
             raise
 
     def write_sensor_data(self, device_id: str, sensor_type: str, value: float) -> bool:
         """
-        Write sensor data to Redis streams and latest values hash.
-        - Stream: mqtt_stream:{device_id}:{sensor_type}
-        - Hash: mqtt_latest:{device_id}
+        Write sensor data to single Redis stream for all devices.
+        - Stream: mqtt:ingestion (single stream for scalability)
+        - Hash: mqtt_latest:{device_id} (for quick dashboard access)
         """
         timestamp = datetime.utcnow().isoformat()
-        stream_key = f"mqtt_stream:{device_id}:{sensor_type}"
+
+        stream_key = "mqtt:ingestion"
         hash_key = f"mqtt_latest:{device_id}"
-        
+
         stream_data = {
+            "device_id": device_id,
+            "metric": sensor_type,
             "value": str(value),
-            "timestamp": timestamp
+            "timestamp": timestamp,
         }
-        
+
         try:
-            # Write to stream
-            self.redis_client.xadd(stream_key, stream_data, maxlen=1000)
-            
-            # Update latest value hash
+            # Write to single stream
+            self.redis_client.xadd(stream_key, stream_data, maxlen=10000)
+
             self.redis_client.hset(hash_key, sensor_type, str(value))
             self.redis_client.hset(hash_key, f"{sensor_type}_time", timestamp)
-            
+
             return True
         except redis.RedisError as e:
             self.logger.error(f"Failed to write to Redis: {e}")
             return False
-    
+
     def health_check(self) -> bool:
         """Check if Redis connection is healthy"""
         try:
@@ -57,11 +62,11 @@ class RedisWriter:
             return True
         except redis.RedisError:
             return False
-    
+
     def close(self):
         """Close Redis connection"""
         try:
             self.redis_client.close()
             self.logger.info("Redis connection closed")
         except Exception as e:
-            self.logger.error(f"Error closing Redis connection: {e}")
+            self.logger.error(f"Error closing Redis connection: {e}")