Kafka系列3-python版本producer生产者和consumer消费者实例
2017-05-04 15:57
741 查看
直接上代码了:
# -*- coding: utf-8 -*-
'''
使用kafka-Python 1.3.3模块
'''
import sys
import time
import json
from kafka import KafkaProducer
from kafka import KafkaConsumer
from kafka.errors import KafkaError
KAFAKA_HOST = "127.0.0.1"
KAFAKA_PORT = 9092
KAFAKA_TOPIC = "foobar"
class Kafka_producer():
'''
生产模块:根据不同的key,区分消息
'''
def __init__(self, kafkahost,kafkaport, kafkatopic, key):
self.kafkaHost = kafkahost
self.kafkaPort = kafkaport
self.kafkatopic = kafkatopic
self.key = key
self.producer = KafkaProducer(bootstrap_servers = '{kafka_host}:{kafka_port}'.format(
kafka_host=self.kafkaHost,
kafka_port=self.kafkaPort)
)
def sendjsondata(self, params):
try:
parmas_message = json.dumps(params)
producer = self.producer
producer.send(self.kafkatopic, key=self.key, value=parmas_message.encode('utf-8'))
producer.flush()
except KafkaError as e:
print e
class Kafka_consumer():
'''
消费模块: 通过不同groupid消费topic里面的消息
'''
def __init__(self, kafkahost, kafkaport, kafkatopic, groupid):
self.kafkaHost = kafkahost
self.kafkaPort = kafkaport
self.kafkatopic = kafkatopic
self.groupid = groupid
self.key = key
self.consumer = KafkaConsumer(self.kafkatopic, group_id = self.groupid,
bootstrap_servers = '{kafka_host}:{kafka_port}'.format(
kafka_host=self.kafkaHost,
kafka_port=self.kafkaPort )
)
def consume_data(self):
try:
for message in self.consumer:
yield message
except KeyboardInterrupt, e:
print e
def main(xtype, group, key):
'''
测试consumer和producer
'''
if xtype == "p":
# 生产模块
producer = Kafka_producer(KAFAKA_HOST, KAFAKA_PORT, KAFAKA_TOPIC, key)
print "===========> producer:", producer
for _id in range(100):
params = '{"msg" : "%s"}' % str(_id)
producer.sendjsondata(params)
time.sleep(1)
if xtype == 'c':
# 消费模块
consumer = Kafka_consumer(KAFAKA_HOST, KAFAKA_PORT, KAFAKA_TOPIC, group)
print "===========> consumer:", consumer
message = consumer.consume_data()
for msg in message:
print 'msg---------------->', msg
print 'key---------------->', msg.key
print 'offset---------------->', msg.offset
if __name__ == '__main__':
xtype = sys.argv[1]
group = sys.argv[2]
key = sys.argv[3]
main(xtype, group, key)
# -*- coding: utf-8 -*-
'''
使用kafka-Python 1.3.3模块
'''
import sys
import time
import json
from kafka import KafkaProducer
from kafka import KafkaConsumer
from kafka.errors import KafkaError
KAFAKA_HOST = "127.0.0.1"
KAFAKA_PORT = 9092
KAFAKA_TOPIC = "foobar"
class Kafka_producer():
'''
生产模块:根据不同的key,区分消息
'''
def __init__(self, kafkahost,kafkaport, kafkatopic, key):
self.kafkaHost = kafkahost
self.kafkaPort = kafkaport
self.kafkatopic = kafkatopic
self.key = key
self.producer = KafkaProducer(bootstrap_servers = '{kafka_host}:{kafka_port}'.format(
kafka_host=self.kafkaHost,
kafka_port=self.kafkaPort)
)
def sendjsondata(self, params):
try:
parmas_message = json.dumps(params)
producer = self.producer
producer.send(self.kafkatopic, key=self.key, value=parmas_message.encode('utf-8'))
producer.flush()
except KafkaError as e:
print e
class Kafka_consumer():
'''
消费模块: 通过不同groupid消费topic里面的消息
'''
def __init__(self, kafkahost, kafkaport, kafkatopic, groupid):
self.kafkaHost = kafkahost
self.kafkaPort = kafkaport
self.kafkatopic = kafkatopic
self.groupid = groupid
self.key = key
self.consumer = KafkaConsumer(self.kafkatopic, group_id = self.groupid,
bootstrap_servers = '{kafka_host}:{kafka_port}'.format(
kafka_host=self.kafkaHost,
kafka_port=self.kafkaPort )
)
def consume_data(self):
try:
for message in self.consumer:
yield message
except KeyboardInterrupt, e:
print e
def main(xtype, group, key):
'''
测试consumer和producer
'''
if xtype == "p":
# 生产模块
producer = Kafka_producer(KAFAKA_HOST, KAFAKA_PORT, KAFAKA_TOPIC, key)
print "===========> producer:", producer
for _id in range(100):
params = '{"msg" : "%s"}' % str(_id)
producer.sendjsondata(params)
time.sleep(1)
if xtype == 'c':
# 消费模块
consumer = Kafka_consumer(KAFAKA_HOST, KAFAKA_PORT, KAFAKA_TOPIC, group)
print "===========> consumer:", consumer
message = consumer.consume_data()
for msg in message:
print 'msg---------------->', msg
print 'key---------------->', msg.key
print 'offset---------------->', msg.offset
if __name__ == '__main__':
xtype = sys.argv[1]
group = sys.argv[2]
key = sys.argv[3]
main(xtype, group, key)
相关文章推荐
- 一个python写的生产者(Producer)和消费者(Consumer)问题
- 基于Confluent.Kafka实现的KafkaConsumer消费者类和KafkaProducer消息生产者类型
- C# Thread 多线程 Monitor 锁 Producer And Consumer 生产者和消费者 经典模型
- Kafka 简单实验二(Python实现简单生产者消费者)
- Python实现的生产者、消费者问题完整实例
- linux下C语言实现多线程通信—环形缓冲区,可用于生产者(producer)/消费者(consumer)【转】
- Producer-Consumer 生产者,消费者
- python kafka producer consumer redis数据从kafka发送写人redis
- [置顶] Java多线模式-Producer-Consumer模式(生产者、消费者模式)
- java--kafka编程实例--producer和consumer
- Python KafkaProducer and KafkaConsumer的开发模块
- kafka 文档 (三)producer(生产者)和高级消费者
- 线程问题:生产者(Producer)与消费者(Consumer)
- flex中的Producer(生产者)/Consumer(消费者)
- Producer & Consumer 生产者、消费者
- Java里的生产者-消费者模型(Producer and Consumer Pattern in Java)
- Producer consumer problem - 生产者消费者问题
- Python自定义进程池实例分析【生产者、消费者模型问题】
- 生产者-消费者(producer-consumer)问题(二)
- Java producer-consumer(生产者/消费者模式)