Spaces:
Runtime error
Runtime error
feat: implement asynchronous Kafka and Redis pub/sub mechanisms with message handling
Browse files
src/modules/transporter/kafka.py
ADDED
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@@ -0,0 +1,73 @@
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import asyncio
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from aiokafka import AIOKafkaConsumer, AIOKafkaProducer
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from functools import wraps
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from typing import Callable, Dict
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class AsyncKafkaPubSub:
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def __init__(self, bootstrap_servers="ubuntu:9092", group_id="default-py-group"):
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self.bootstrap_servers = bootstrap_servers
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self.group_id = group_id
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self.handlers: Dict[str, Callable[[str], None]] = {}
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self._consumer_started = False
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self._lock = asyncio.Lock()
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self._producer = None
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def subscribe(self, topic: str):
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print(f"Subscribing to topic: {topic}")
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def decorator(func: Callable[[str], None]):
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self.handlers[topic] = func
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asyncio.create_task(self._ensure_consumer())
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return func
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return decorator
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async def publish(self, topic: str, message: str):
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if not self._producer:
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self._producer = AIOKafkaProducer(bootstrap_servers=self.bootstrap_servers)
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await self._producer.start()
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await self._producer.send_and_wait(topic, message.encode())
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async def _ensure_consumer(self):
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async with self._lock:
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if self._consumer_started:
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return
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self._consumer_started = True
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await self._start_consumer()
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async def _start_consumer(self):
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consumer = AIOKafkaConsumer(
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*self.handlers.keys(),
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bootstrap_servers=self.bootstrap_servers,
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group_id=self.group_id,
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auto_offset_reset='latest',
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)
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await consumer.start()
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print(f"Subscribed to: {', '.join(self.handlers.keys())}")
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async def listen():
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try:
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async for msg in consumer:
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print(f"Received message on topic '{msg.topic}': {msg.value.decode()}")
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topic = msg.topic
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data = msg.value.decode()
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handler = self.handlers.get(topic)
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if handler:
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await self._maybe_async(handler, data)
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finally:
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await consumer.stop()
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asyncio.create_task(listen())
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async def _maybe_async(self, func: Callable, *args, **kwargs):
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result = func(*args, **kwargs)
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if asyncio.iscoroutine(result):
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await result
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kafka_pubsub = AsyncKafkaPubSub()
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@kafka_pubsub.subscribe("chat")
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def handle_chat(msg):
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print(f"[chat kafka] {msg}")
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src/modules/transporter/rabbitmq.py
CHANGED
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@@ -2,6 +2,7 @@ import pika
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import threading
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credentials = pika.PlainCredentials('guest', 'guest')
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parameters = pika.ConnectionParameters(
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host='ubuntu',
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port=5672, # default RabbitMQ port
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@@ -39,6 +40,12 @@ def process_message(msg):
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print(f"[x] Received: {msg}")
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# publish a message to the queue
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def publish_message(queue_name, message):
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connection = pika.BlockingConnection(parameters)
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import threading
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credentials = pika.PlainCredentials('guest', 'guest')
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parameters = pika.ConnectionParameters(
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host='ubuntu',
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port=5672, # default RabbitMQ port
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print(f"[x] Received: {msg}")
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@queue_listener("test")
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def test_queue_listener(msg):
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# This function is just for testing the queue listener
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print(f"[test] Received message: {msg}")
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# publish a message to the queue
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def publish_message(queue_name, message):
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connection = pika.BlockingConnection(parameters)
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src/modules/transporter/redis_client.py
ADDED
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@@ -0,0 +1,79 @@
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import redis
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# Connect to Redis
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r = redis.Redis(host='ubuntu', port=6379, decode_responses=True)
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# Set a value
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r.set('foo', 'bar')
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# Get a value
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value = r.get('foo')
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print(value) # Output: bar
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print("Redis client is running...", r.ping())
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import asyncio
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from redis.asyncio import Redis
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from functools import wraps
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from typing import Callable, Dict
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class AsyncRedisPubSub:
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def __init__(self, host="ubuntu", port=6379, db=0):
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self.redis = Redis(host=host, port=port, db=db)
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self.channel_handlers: Dict[str, Callable[[str], None]] = {}
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self._subscriber_started = False
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self._lock = asyncio.Lock()
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def subscribe(self, channel: str):
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def decorator(func: Callable[[str], None]):
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self.channel_handlers[channel] = func
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asyncio.create_task(self._ensure_subscriber())
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return func
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return decorator
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async def publish(self, channel: str, message: str):
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await self.redis.publish(channel, message)
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async def _ensure_subscriber(self):
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async with self._lock:
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if self._subscriber_started:
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return
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self._subscriber_started = True
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await self._start_subscriber()
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async def _start_subscriber(self):
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pubsub = self.redis.pubsub()
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await pubsub.subscribe(*self.channel_handlers.keys())
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print(f"Subscribed to: {', '.join(self.channel_handlers.keys())}")
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async def listen():
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async for message in pubsub.listen():
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if message["type"] != "message":
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continue
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channel = message["channel"].decode()
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data = message["data"].decode()
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handler = self.channel_handlers.get(channel)
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if handler:
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await self._maybe_async(handler, data)
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asyncio.create_task(listen())
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async def _maybe_async(self, func: Callable, *args, **kwargs):
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result = func(*args, **kwargs)
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if asyncio.iscoroutine(result):
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await result
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pubsub = AsyncRedisPubSub()
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@pubsub.subscribe("chat")
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def handle_chat(msg):
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print(f"[chat redis] Received: {msg}")
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@pubsub.subscribe("news")
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def handle_news(msg):
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print(f"[news] Breaking: {msg}")
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