一、RabbitMQ
python的Queue与RabbitMQ之间的理解:
python的进程或线程Queue只能python自己用。RabbitMQ队列多个应用之间共享队列,互相通信。
1、简单的实现生产者与消费者
生产者
(1)建立socket连接;(2)声明一个管道;(3)声明队列(queue);(4)通过管道发消息;(5)routing_key(queue名字);(6)body(内容)
消费者
(1)建立连接;(2)声明管道;(3)声明队列;(4)消费者声明队列(防止生产者后启动,消费者报错);(5)消费消息;(6)callback如果收到消息就调用函数处理消息 queue队列名字;
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/ import pika
#建立socket连接
connection = pika.BlockingConnection(pika.ConnectionParameters('localhost'))
#声明一个管道
channel = connection.channel()
#声明一个队列
channel.queue_declare(queue='hello')
#通过管道发消息,routing_key 队列queue名字 ,body发送内容
channel.basic_publish(exchange='',
routing_key='hello',
body='Hello World! 1 2')
print("[x] send 'Hello World! 1 2 '")
connection.close()
producer
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/ import pika,time
#建立连接
connection = pika.BlockingConnection(pika.ConnectionParameters('localhost'))
#声明一个管道
channel = connection.channel()
#声明队列,防止生产者(发送端)没开启,消费者端报错
channel.queue_declare(queue='hello')
#ch管道的内存对象地址,如果收到消息就调用函数callback,处理消息
def callbak(ch,method,properties,body):
print("[x] Received %r " % body)
# time.sleep(30)
#消费消息
channel.basic_consume(callbak,
queue='hello',
no_ack=True #消息有没处理,都不给生产者发确认消息
)
print('[*] Waitting for messages TO exit press ctrl+c')
channel.start_consuming() #开始
consumer
2、消费者对生产者,可以1对多,而且默认是轮询机制
no_ack=True如果注释掉的话,消费者端不给服务器端确认收到消息,服务器端就不会把要发的消息从队列里清除
如下图注释了no_ack,加了一个时间,
开启三个消费者,一个生产者,生产者只send一次数据,挨个停止consumer,会发现同一条消息会被重新发给下一个consumer,直到producer收到consumer的确认收到的消息
3、队列查询
清除队列消息
4、消息持久化
(1)durable只是队列持久化
channel.queue_declare(queue='hello',durable=True)
生产者和消费者都需要添加durable=True
(2)要实现消息持久化,还需要
5、消息(1对多)实现权重功能
消费者端添加在消费消息之前
channel.basic_qos(prefetch_count=1)
6、广播消息fanout(纯广播)订阅发布
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/ import pika
import sys connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='logs',
type='fanout')
#message = ' '.join(sys.argv[1:]) or "info: Hello World!"
message = "info: Hello World!2" channel.basic_publish(exchange='logs',
routing_key='',
body=message)
print(" [x] Sent %r" % message) connection.close()
fanout_producer
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/
import pika connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='logs',
type='fanout')
result = channel.queue_declare(exclusive=True)
queue_name = result.method.queue
print("random queuename",queue_name) channel.queue_bind(exchange='logs',
queue=queue_name) print(' [*] Waiting for logs. To exit press CTRL+C') def callback(ch, method, properties, body):
print(" [x] %r" % body) channel.basic_consume(callback,
queue=queue_name,
no_ack=True) channel.start_consuming()
fanout_consumer
7、direct广播模式(有选择性的发送接收消息)
import pika
import sys connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='direct_logs',
type='direct') severity = sys.argv[1] if len(sys.argv) > 1 else 'info'
message = ' '.join(sys.argv[2:]) or 'Hello World!'
channel.basic_publish(exchange='direct_logs',
routing_key=severity,
body=message)
print(" [x] Sent %r:%r" % (severity, message))
connection.close()
direct_producer
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/
import pika
import sys connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='direct_logs',
type='direct') result = channel.queue_declare(exclusive=True)
queue_name = result.method.queue severities = sys.argv[1:]
if not severities:
sys.stderr.write("Usage: %s [info] [warning] [error]\n" % sys.argv[0])
sys.exit(1) for severity in severities:
channel.queue_bind(exchange='direct_logs',
queue=queue_name,
routing_key=severity) print(severities)
print(' [*] Waiting for logs. To exit press CTRL+C') def callback(ch, method, properties, body):
print(" [x] %r:%r" % (method.routing_key, body)) channel.basic_consume(callback,
queue=queue_name,
no_ack=True) channel.start_consuming()
direct_consumer
8、更细致的消息判断 type = topic
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/ import pika
import sys connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='topic_logs',
type='topic') routing_key = sys.argv[1] if len(sys.argv) > 1 else 'anonymous.info'
message = ' '.join(sys.argv[2:]) or 'Hello World!'
channel.basic_publish(exchange='topic_logs',
routing_key=routing_key,
body=message)
print(" [x] Sent %r:%r" % (routing_key, message))
connection.close()
topic_producer
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : Willpower-chen
# @blog: http://www.cnblogs.com/willpower-chen/ import pika
import sys connection = pika.BlockingConnection(pika.ConnectionParameters(
host='localhost'))
channel = connection.channel() channel.exchange_declare(exchange='topic_logs',
type='topic') result = channel.queue_declare(exclusive=True)
queue_name = result.method.queue binding_keys = sys.argv[1:]
if not binding_keys:
sys.stderr.write("Usage: %s [binding_key]...\n" % sys.argv[0])
sys.exit(1) for binding_key in binding_keys:
channel.queue_bind(exchange='topic_logs',
queue=queue_name,
routing_key=binding_key) print(' [*] Waiting for logs. To exit press CTRL+C') def callback(ch, method, properties, body):
print(" [x] %r:%r" % (method.routing_key, body)) channel.basic_consume(callback,
queue=queue_name,
no_ack=True) channel.start_consuming()
topic_consumer