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message_queue.py
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217 lines (179 loc) · 7.92 KB
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#!/usr/bin/env python3
import time
import random
import threading
import queue
import json
from collections import defaultdict
from datetime import datetime, timedelta
class MessageQueue:
def __init__(self):
self.queues = defaultdict(lambda: queue.Queue())
self.exchanges = {}
self.bindings = defaultdict(list)
self.consumers = defaultdict(list)
self.acknowledgments = {}
self.dlq = queue.Queue()
self.running = True
self.message_counter = 0
self.stats = defaultdict(lambda: {'published': 0, 'consumed': 0, 'failed': 0})
def create_queue(self, name, durable=True):
self.queues[name] = queue.Queue(maxsize=10000)
self.stats[name] = {'published': 0, 'consumed': 0, 'failed': 0}
return name
def create_exchange(self, name, exchange_type='direct'):
self.exchanges[name] = {
'type': exchange_type,
'bindings': [],
'created': time.time()
}
return name
def bind_queue(self, queue_name, exchange_name, routing_key=''):
binding = {
'queue': queue_name,
'exchange': exchange_name,
'routing_key': routing_key,
'created': time.time()
}
self.bindings[exchange_name].append(binding)
return binding
def publish(self, exchange_name, routing_key='', message=None):
if message is None:
message = self.generate_message()
message_id = f"msg_{self.message_counter}_{int(time.time())}"
self.message_counter += 1
enriched_message = {
'id': message_id,
'exchange': exchange_name,
'routing_key': routing_key,
'body': message,
'headers': {
'content_type': 'application/json',
'timestamp': time.time(),
'expires': time.time() + 3600,
'priority': random.randint(1, 10)
},
'published_at': time.time()
}
delivered = False
for binding in self.bindings[exchange_name]:
if binding['routing_key'] in ['', routing_key, '#'] or routing_key.startswith(binding['routing_key']):
queue_name = binding['queue']
try:
self.queues[queue_name].put_nowait(enriched_message)
self.stats[queue_name]['published'] += 1
delivered = True
except queue.Full:
self.dlq.put(enriched_message)
self.stats[queue_name]['failed'] += 1
if not delivered:
self.dlq.put(enriched_message)
return message_id
def generate_message(self):
message_types = ['user.created', 'user.updated', 'order.placed',
'payment.processed', 'email.sent', 'notification.pushed',
'file.uploaded', 'job.started', 'job.completed', 'alert.triggered']
return {
'type': random.choice(message_types),
'timestamp': time.time(),
'data': {
'id': random.randint(1, 1000000),
'value': random.random() * 1000,
'status': random.choice(['pending', 'processing', 'completed']),
'metadata': {
'source': f'service_{random.randint(1, 10)}',
'version': f'{random.randint(1,5)}.{random.randint(0,9)}.{random.randint(0,9)}'
}
}
}
def consume(self, queue_name, auto_ack=True):
try:
message = self.queues[queue_name].get_nowait()
if not auto_ack:
ack_id = f"ack_{int(time.time())}_{random.randint(1000, 9999)}"
self.acknowledgments[ack_id] = message
message['ack_id'] = ack_id
self.stats[queue_name]['consumed'] += 1
return message
except queue.Empty:
return None
def acknowledge(self, ack_id):
if ack_id in self.acknowledgments:
del self.acknowledgments[ack_id]
return True
return False
def consumer_worker(self, queue_name, worker_id):
while self.running:
message = self.consume(queue_name, auto_ack=False)
if message:
processing_time = random.uniform(0.01, 0.1)
time.sleep(processing_time)
if random.random() > 0.05:
self.acknowledge(message['ack_id'])
else:
self.queues[queue_name].put(message)
else:
time.sleep(0.01)
def start_consumers(self, queue_name, count=2):
for i in range(count):
t = threading.Thread(target=self.consumer_worker, args=(queue_name, i))
t.daemon = True
t.start()
self.consumers[queue_name].append(t)
def simulate_workload(self, duration=30):
self.create_exchange('events', 'topic')
self.create_exchange('commands', 'direct')
self.create_exchange('notifications', 'fanout')
self.create_queue('user_events')
self.create_queue('order_events')
self.create_queue('system_alerts')
self.create_queue('audit_log')
self.create_queue('dead_letter')
self.bind_queue('user_events', 'events', 'user.*')
self.bind_queue('order_events', 'events', 'order.*')
self.bind_queue('system_alerts', 'notifications', '')
self.bind_queue('audit_log', 'events', '#')
self.start_consumers('user_events', 3)
self.start_consumers('order_events', 2)
self.start_consumers('system_alerts', 1)
end_time = time.time() + duration
while time.time() < end_time:
exchange = random.choice(['events', 'commands', 'notifications'])
routing_key = random.choice(['user.created', 'user.updated', 'order.placed',
'payment.processed', 'email.sent', 'alert.triggered'])
for _ in range(random.randint(1, 5)):
self.publish(exchange, routing_key)
time.sleep(random.uniform(0.05, 0.2))
self.running = False
def get_queue_stats(self, queue_name):
if queue_name not in self.queues:
return None
return {
'size': self.queues[queue_name].qsize(),
'published': self.stats[queue_name]['published'],
'consumed': self.stats[queue_name]['consumed'],
'failed': self.stats[queue_name]['failed'],
'dlq_size': self.dlq.qsize()
}
def get_overall_stats(self):
total_published = sum(s['published'] for s in self.stats.values())
total_consumed = sum(s['consumed'] for s in self.stats.values())
total_failed = sum(s['failed'] for s in self.stats.values())
return {
'queues': len(self.queues),
'exchanges': len(self.exchanges),
'bindings': sum(len(b) for b in self.bindings.values()),
'total_published': total_published,
'total_consumed': total_consumed,
'total_failed': total_failed,
'dlq_size': self.dlq.qsize(),
'acks_pending': len(self.acknowledgments)
}
def main():
mq = MessageQueue()
mq.simulate_workload(15)
stats = mq.get_overall_stats()
print(f"Message queue: {stats['total_published']} published, "
f"{stats['total_consumed']} consumed, {stats['total_failed']} failed")
if __name__ == "__main__":
main()