python-kafka实现produce与consumer
1.python-kafka：
api送上：https://kafka-python.readthedocs.io/en/latest/apidoc/KafkaConsumer.html
2.实现一个broker、topic可配置的生产者与消费者：
#coding=utf-8
import time
import logging
import sys
import json
import etc.config as conf
sys.path.append('***********/kafka-python-1.3.3')
from kafka import KafkaProducer
from kafka import KafkaConsumer
from kafka.errors import KafkaError
from kafka import TopicPartition
def log_name():
base_name = conf.kafka_logDir
date = time.strftime('%Y%m%d',time.localtime(time.time())) + '.log'
return base_name + date
logging.basicConfig(level=logging.DEBUG,
format='%(asctime)-15s %(filename)s[line:%(lineno)d] %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S',
filename=log_name(),
filemode='a'
)
console = logging.StreamHandler()
console.setLevel(logging.INFO)
logging.getLogger('').addHandler(console)
class kfkProducer(object):
# producer = None
def __init__(self, broker, kafkaPort, kafkaTopic=''):
self._broker = broker
self._kafkaPort = kafkaPort
self._kafkaTopic = kafkaTopic
def __str__(self):
logging.info("--------------------------------")
logging.info("kafka-producer params ...")
logging.info("[KAFKA-BROKER]:%s" %self._broker)
logging.info("[KAFKA-PORT]:%s" %self._kafkaPort)
logging.info("[KAFKA-TOPIC]:%s" %self._kafkaTopic)
logging.info("--------------------------------")
def registerKfkProducer(self):
try:
producer = KafkaProducer(bootstrap_servers = '{kafka_host}:{kafka_port}'.format(
kafka_host=self._broker,
kafka_port=self._kafkaPort
))
except KafkaError as e:
logging.info(e)
return producer
def produceMsg(self, topic, msg, partition=0):
# 自动将输入字符串转化为json格式，产出消息
if(topic in ('', None)):
logging.error("topic is None, plz check!")
else:
try:
# parmas_message = json.dumps(msg)#转化为json格式
producer = self.registerKfkProducer()
producer.send(topic, value=msg, partition=partition)
producer.flush()
# time.sleep(1)
except KafkaError as e:
logging.info(e)
class kfkConsumer(object):
# consumer = None
def __init__(self, broker, kafkaPort, kafkaTopic=''):
self._broker = broker
self._kafkaPort = kafkaPort
self._kafkaTopic = kafkaTopic
def __str__(self):
logging.info("--------------------------------")
logging.info("kafka-consumer params ...")
logging.info("[KAFKA-BROKER]:%s" %self._broker)
logging.info("[KAFKA-PORT]:%s" %self._kafkaPort)
logging.info("[KAFKA-TOPIC]:%s" %self._kafkaTopic)
logging.info("--------------------------------")
def registerConsumer(self):
try:
consumer = KafkaConsumer(
bootstrap_servers=[self._broker+':'+self._kafkaPort],
auto_offset_reset='earliest')
except KafkaError as e:
logging.info(e)
return consumer
def consumerMsg(self, topic, partition=0):
if(topic in ('', None)):
logging.error("topic is None, plz check!")
else:
try:
v_consumer = self.registerConsumer()
v_consumer.assign([TopicPartition(topic,partition)])
# self.registerConsumer.subscribe([self._kafkaTopic])
for message in v_consumer:
# message value and key are raw bytes -- decode if necessary!
# e.g., for unicode: `message.value.decode('utf-8')
logging.info("%s:%d:%d: msg=%s" % (message.topic, message.partition,
message.offset, message.value.decode('utf-8')))
except KafkaError as e:
logging.info(e)
3.实现命令行输入topic和partition，即可生产消息：
#coding=utf-8
import os
import sys
import json
import etc.config as conf
from PykafkaMgr import kfkProducer
#从json文件获取消息
def getMsgFromJsonfile(filePath):
if(not os.path.isfile(filePath)):
print(u"[%s] 输入的json文件路径有误,请检查..." %filePath)
else:
with open(filePath) as json_file:
return json.load(json_file)
def except4v():
if(len(sys.argv) <= 1):
print(u"未输入topic和partition！\n你可以--help查看具体使用方法...")
elif(sys.argv[1].startswith("--")):
option = sys.argv[1][2:]
# print(option)
if(option in ("version", "Version")):
print("Version 1.0 \nPython 2.7.3 (default, Nov 6 2015, 14:11:14) \
\n[GCC 4.4.7 20120313 (Red Hat 4.4.7-4)] on linux2")
elif(option == "help"):
print(u"produceMsg.py 接收两个参数, 第一个是topic, 第二个是partition \neg:python produceMsg.py test 0 \n向topic名为test第0分区生产消息")
def calcMsg(jsonMsg):
sumMsg, sumAcct = 0, 0
msgNum = len(jsonMsg)
print("------------------------------------------")
for i in range(msgNum):
acct_num = len(jsonMsg[i]["MSGBODY"])
print(u"第[%d]条消息，包含ACCT_ID账户数:[%d]个"%(i+1, acct_num))
sumMsg = i+1
sumAcct += acct_num
acct_num = 0
print(u"本次生产消息总共[%d]条, 总共账户数：[%d]个"%(sumMsg, sumAcct))
print("------------------------------------------")
if __name__ == '__main__':
except4v()
if(len(sys.argv) == 3):
topic = sys.argv[1]
partition = int(sys.argv[2])
produce = kfkProducer(conf.kafka_mgr["broker"], conf.kafka_mgr["port"], topic)
produce.__str__()
jsonMsg = getMsgFromJsonfile(conf.kafka_produce)
for i in range(len(jsonMsg)):
produce.produceMsg(topic, ('%s'%jsonMsg[i]).encode('utf-8'), partition)
calcMsg(jsonMsg)
4.设置两个配置文件：
第一个是config.py
#coding=utf-8 #broker配置还有一种方式是：kafka_mgr={"broker":'ip1:port,ip2:port,...,ipn:port'},就是改为kafka集群，不过代码要稍微作调整（参数列表改下就行了）。当然配置两种，通过一个开关去控制也可以。自选 kafka_mgr = { "broker" : '10.***.***.***', "port" : 6667, } kafka_logDir = r"/*******/log/****" #生产者输入json文件 kafka_produce = r"/**********/data/input/produceMsg.json"
生产者输入json文件：
produceMsg.json
json文件附上说明，具体可以按照说明配置
hi, welcome here~
produceMsg.json
=================================
输入json格式数据，作为生产者消息的输入。
1.支持多条json数据输入。格式如下：
[
json1,
json2,
...,
jsonN
]
总体结构是：[ , ]
2.此json文件不能加注释，因为会破坏json文件格式，导致无法解析
3.输入只要是json格式，不需要关注是不是一行或多行，多换行、空格等都不影响解析
消费者也是利用以上两个配置文件去实现即可。此处代码略
